@conference {1316,
	title = {An Empirical Study of Volunteer Members{\textquoteright} Perceived Turnover in Open Source Software Projects},
	booktitle = {45th Hawai{\textquoteright}i International Conference on System Sciences},
	year = {2012},
	note = {"After designing the questionnaire, we conducted a web-based survey by inviting developers working in sourceforge.net and launchpad.net."},
	month = {01/2012},
	pages = {3396-3405},
	abstract = {Turnover of volunteer members and the ensuing instability bring about severe problems to open source software (OSS) projects. To better understand it, we based our study on Herzberg ́s two-factor theory to investigate the influence of hygiene factors on volunteer members ́ dissatisfaction and perceived turnover. After empirically testing the research model, we found shortcomings in project regulation and administration are the key reason for volunteer members ́ dissatisfaction, followed by future rewards and personal needs for software functionalities. By contrast, a possible lack of supportive working relationship among OSS developers was not found to be a trigger for developer dissatisfaction. Dissatisfaction was confirmed to be a significant predictor of perceived turnover. The results demonstrates generalized hygiene factors cannot unreflectively be transferred into the OSS context because volunteer members ́ personal expectation has a weaker influence on perceived turnover than objective attributes of OSS project. Our study further makes suggestions for project administrators.},
	keywords = {developers, launchpad, sourceforge, Survey},
	author = {Yu, Yiqing and Benlian, Alexander and Hess, Thomas}
}
@article {1879,
	title = {Linux Kernel Development: How Fast it is Going, Who is Doing It, What They are Doing, and Who is Sponsoring It},
	year = {2012},
	month = {03/2012},
	institution = {The Linux Foundation},
	abstract = {The kernel which forms the core of the Linux system is the result of one of the largest cooperative software projects ever attempted. Regular 2-3 month releases deliver stable updates to Linux users, each with signi cant new features, added device support, and improved performance. The rate of change in the kernel is high and increasing, with between 8,000 and 12,000 patches going into each recent kernel release. These releases each contain the work of over 1,000 developers representing nearly 200 corporations.
Since 2005, over 7,800 individual developers from almost 800 different companies have contributed to the kernel. The Linux kernel, thus, has become a common resource developed on a massive scale by companies which are  erce competitors in other areas.
This is the fourth update of this document, which has been published roughly annually since 2008. It covers development through the 3.2 release, with an emphasis on the releases (2.6.36 to 3.2) made since the last update. It has been a busy period, with seven kernel releases created, many signi cant changes made, and continual growth of the kernel developer and user community.
},
	keywords = {corporate, corporations, developers, linux kernel, metrics},
	attachments = {https://flosshub.org/sites/flosshub.org/files/lf_kernel_development_2012.pdf},
	author = {Corbet, Jonathan and Greg Kroah-Hartman and Amanda McPherson}
}
@article {1324,
	title = {Are Developers Fixing Their Own Bugs?},
	journal = {International Journal of Open Source Software and Processes},
	volume = {3},
	year = {2011},
	note = {"The analysis is focused at the level of lines of code and it uses the information stored in the source code management system"},
	pages = {23 - 42},
	abstract = {The process of fixing software bugs plays a key role in the maintenance activities of a software project. Ideally, code ownership and responsibility should be enforced among developers working on the same artifacts, so that those introducing buggy code could also contribute to its fix. However, especially in FLOSS projects, this mechanism is not clearly understood: in particular, it is not known whether those contributors fixing a bug are the same introducing and seeding it in the first place. This paper analyzes the comm-central FLOSS project, which hosts part of the Thunderbird, SeaMonkey, Lightning extensions and Sunbird projects from the Mozilla community. The analysis is focused at the level of lines of code and it uses the information stored in the source code management system. The results of this study show that in 80\% of the cases, the bug-fixing activity involves source code modified by at most two developers. It also emerges that the developers fixing the bug are only responsible for 3.5\% of the previous modifications to the lines affected; this implies that the other developers making changes to those lines could have made that fix. In most of the cases the bug fixing process in comm-central is not carried out by the same developers than those who seeded the buggy code.},
	keywords = {bug fixing, developers, loc, scm},
	issn = {1942-3934},
	doi = {10.4018/jossp.2011040102},
	author = {Izquierdo-Cortazar, Daniel and Capiluppi, Andrea and Jesus M. Gonzalez-Barahona}
}
@conference {1304,
	title = {Entering the circle of trust},
	booktitle = {Proceeding of the 8th working conference on Mining software repositories - MSR {\textquoteright}11},
	year = {2011},
	note = {"we started by analyzing 219 projects"
},
	month = {05/2011},
	pages = {133-142},
	publisher = {ACM Press},
	organization = {ACM Press},
	address = {New York, New York, USA},
	abstract = {The success of an open-source project depends to a large degree on the proactive and constructive participation by the developer community. An important role that developers play in a project is that of a code committer. However, code-commit privilege is typically restricted to the core group of a project. In this paper, we study the phenomenon of the induction of external developers as code committers. The trustworthiness of an external developer is one of the key factors that determines the granting of commit privileges. Therefore, we formulate different hypotheses to explain how the trust is established in practice. To investigate our hypotheses, we developed an automated approach based on mining code repositories and bug-tracking systems. We implemented the approach and performed an empirical study, using the Eclipse projects, to test the hypotheses. Our results indicate that, most frequently, developers establish trust and credibility in a project by contributing to the project in a non-committer role. Moreover, the employing organization of a developer is another factor--although a less significant one--that influences trust.},
	keywords = {bug tracking, bug tracking system, commits, committers, core, developers, eclipse, trust},
	isbn = {9781450305747},
	doi = {10.1145/1985441.1985462},
	author = {Mani, Senthil and Sinha, Saurabh and Sinha, Vibha Singhal}
}
@conference {Meneely:2011:SDN:1985793.1985832,
	title = {Socio-technical developer networks: should we trust our measurements?},
	booktitle = {Proceedings of the 33rd International Conference on Software Engineering},
	series = {ICSE {\textquoteright}11},
	year = {2011},
	pages = {281{\textendash}290},
	publisher = {ACM},
	organization = {ACM},
	address = {New York, NY, USA},
	abstract = {Software development teams must be properly structured to provide effectiv collaboration to produce quality software. Over the last several years, social network analysis (SNA) has emerged as a popular method for studying the collaboration and organization of people working in large software development teams. Researchers have been modeling networks of developers based on socio-technical connections found in software development artifacts. Using these developer networks, researchers have proposed several SNA metrics that can predict software quality factors and describe the team structure. But do SNA metrics measure what they purport to measure? The objective of this research is to investigate if SNA metrics represent socio-technical relationships by examining if developer networks can be corroborated with developer perceptions. To measure developer perceptions, we developed an online survey that is personalized to each developer of a development team based on that developer{\textquoteright}s SNA metrics. Developers answered questions about other members of the team, such as identifying their collaborators and the project experts. A total of 124 developers responded to our survey from three popular open source projects: the Linux kernel, the PHP programming language, and the Wireshark network protocol analyzer. Our results indicate that connections in the developer network are statistically associated with the collaborators whom the developers named. Our results substantiate that SNA metrics represent socio-technical relationships in open source development projects, while also clarifying how the developer network can be interpreted by researchers and practitioners.},
	keywords = {developer network, developers, linux, linux kernel, PHP, social network analysis, Survey, wireshark},
	isbn = {978-1-4503-0445-0},
	doi = {10.1145/1985793.1985832},
	url = {http://doi.acm.org/10.1145/1985793.1985832},
	author = {Meneely, Andrew and Williams, Laurie}
}
@article {1134,
	title = {A Fistful of Dollars: Financial Rewards, Payment Norms, and Motivation Crowding in Open Source Software Development},
	year = {2010},
	month = {04/2010},
	institution = {ssrn},
	address = {ssrn},
	abstract = {Existing literature on open source software (OSS) maintains that intrinsic motivation and extrinsic financial rewards have a unidimensionally positive effect on the motivation of individual developers. Based on self-determination theory, which underlies most of these studies, we challenge this assumption. We argue that the effect of payment on both intrinsic motivation and total motivation of OSS developers is far more complex. To illustrate our point, we introduce the concept of individuals{\textquoteright} norms about payment to the field of OSS. In doing so, we are able to show that payment norms moderate the effect of payment on intrinsic motivation and total motivation. Conducting a scenario experiment, we find that intrinsic motivation decreases for individuals with norms against payment. This effect becomes even stronger when analyzing for mediation effects. Total motivation is impacted positively by payment, but the effect turns insignificant for individuals with norms for payment. Our findings help explain the results of previous studies in which OSS developers did not seem to be affected by motivation crowding. They further contribute to the more general debate on how to manage individuals in the absence of formal contracts. From a practical perspective, we show that financial rewards may create a management dilemma for OSS project leaders. },
	keywords = {developers, experiment, financial, MOTIVATION},
	author = {Oliver Alexy and Martin Leitner}
}
@conference {1257,
	title = {The Importance of Social Network Structure in the Open Source Software Developer Community},
	booktitle = {2010 43rd Hawaii International Conference on System Sciences},
	year = {2010},
	note = {"Using data from the SourceForge Research Data Archive [2, 9] and the new dataset of concurrent versions system (CVS) metadata described in [8]..." (M. Van Antwerp. Studying open source versioning metadata. Master{\textquoteright}s thesis, University of NotreDame, Notre Dame, IN, January 2009)
"To measure long-term popularity, we used the SourceForge activity percentile."},
	pages = {1 - 10},
	publisher = {IEEE},
	organization = {IEEE},
	address = {Honolulu, Hawaii, USA},
	abstract = {This paper outlines the motivations and methods for analyzing the developer network of open source software (OSS) projects. Previous work done by Hinds [5] suggested social network structure was instrumental towards the success of an OSS project, as measured by activity and output. The follow-up paper by Hinds [4] discovered that his hypotheses, based on social network theory and previous research on the importance of subgroup connectedness, were vastly different than the results of his study of over 100 successful OSS projects. He concluded that the social network structure had no significant effect on project success. We outline how his approach disregarded potentially important factors and through a new study evaluate the role of the OSS developer network as it pertains to long-term project popularity. We also present an initial investigation into the adequacy of using the SourceForge activity percentile as a long-term success metric. In contrast with Hinds, we show that previously existing developer-developer ties are an indicator of past and future project popularity.},
	keywords = {developers, popularity, project success, social network analysis, sourceforge, srda},
	isbn = {978-1-4244-5509-6},
	doi = {10.1109/HICSS.2010.385},
	attachments = {https://flosshub.org/sites/flosshub.org/files/07-06-07.pdf},
	author = {Matthew Van Antwerp and Madey, Greg}
}
@conference {1218,
	title = {A Longitudinal Study on Collaboration Networks and Decision to Participate in a FLOSS Community},
	booktitle = {5th Workshop on Public Data about Software Development (WoPDaSD 2010)},
	year = {2010},
	note = {"we chose as a case of study Epiphany, which is the default web browser of the GNOME graphical desktop environment"

"We collected all relevant data by parsing all the bug reports in GNOME Bugzilla repository relative to Epiphany. The data collection and storing was done using Bicho (v. 0.4 rev. 7198), a software part of the FLOSSMetric project [14]."},
	abstract = {In this paper we conjecture that individual decisions of FLOSS (Free/Libre Open Source Software) developers to take on a task are influenced by network relations generated by collaboration among project members. In order to explore our conjecture we collected data on a FLOSS project team consisting of 227 developers committed since 2002 to the development of a web browser. We reconstructed 2-mode co- collaboration networks (software developer by bug) in which a tie represents an action taken by a developer in order to solve a specific bug. Co-collaboration networks were collected at five points in time during a six-month development cycle of the software. We report and discuss results of longitudinal actor-based modeling that we specify to test for the influence of local network structures on developer{\textquoteright}s decision to take action on a specific bug. The study controls for bug-specific and developer-specific characteristics that may also affect developers{\textquoteright} decisions exogenously. We also control for priority and severity levels assigned by the team to bugs in an attempt to manage voluntary contribution.},
	keywords = {bicho, bug fixing, bug reports, bugzilla, COLLABORATION, developers, epiphany, flossmetrics, gnome, social network analysis},
	attachments = {https://flosshub.org/sites/flosshub.org/files/wopdasd002.pdf},
	author = {Guido Conaldi and Tonellato, Marco}
}
@conference {967,
	title = {Should I contribute to this discussion?},
	booktitle = {2010 7th IEEE Working Conference on Mining Software Repositories (MSR 2010)},
	year = {2010},
	pages = {181 - 190},
	publisher = {IEEE},
	organization = {IEEE},
	address = {Cape Town},
	abstract = {Development mailing lists play a central role in facilitating communication in open source projects. Since these lists frequently host design and project discussions, knowledgeable contribution to these discussion threads is essential to avoid mis-communication that might slow-down the progress of a project. However, given the sheer volume of emails on these lists, it is easy to miss important discussions. To find out how developers are able to deal with mailing list discussions, we study the main factors that encourage developers to contribute to the development mailing lists. We develop personalized models to automatically identify discussion threads that a developer would contribute to based on his previous contribution behavior. Case studies on development mailing lists of three open source projects (Apache, PostgreSQL and Python) show that the average accuracy of our models is 89-85\% and that the models vary significantly between different developers.},
	keywords = {apache, contributions, developers, email, email archives, mailing lists, postgresql, python},
	isbn = {978-1-4244-6802-7},
	doi = {10.1109/MSR.2010.5463345},
	attachments = {https://flosshub.org/sites/flosshub.org/files/181ibrahim-msr2010.pdf},
	author = {Ibrahim, Walid M and Bettenburg, Nicolas and Shihab, Emad and Adams, Bram and Hassan, Ahmed E.}
}
@article {1376,
	title = {Sustainability of Open-Source Projects: A Longitudinal Study},
	journal = {Journal of the Association for Information Systems},
	volume = {11},
	number = {5},
	year = {2010},
	abstract = {This paper examines the factors that influence the long-term sustainability of FLOSS projects. A model of project sustainability based on organizational ecology is developed and tested empirically. Data about activity and contribution patterns over the course of five years for 2,772 projects registered with SourceForge is analyzed. Our results suggest that the size of the project{\textquoteright}s development base, project age and the size of niche occupied by the project are positively related to the project{\textquoteright}s ability to attract user and/or developer resources. The ability to attract resources is an indicator of the perceived project legitimacy, which in turn is a strong predictor of the project{\textquoteright}s future sustainability. Thus a project{\textquoteright}s ability to attract developer and user resources is shown to play a mediating role between the demographic (size and age) and ecological (niche) characteristics of the project and its future sustainability. Our results support the applicability of tenets of organizational ecology related to the liability of smallness, the liability of newness, and population characteristics (niche size) to the FLOSS development environment. The implications of the results for future research and practice are discussed.},
	keywords = {contribution, developers, sourceforge, sustainability},
	url = {http://aisel.aisnet.org/jais/vol11/iss11/5/},
	author = {Chengular-Smith, I. and Sidorova, Anna and Daniel, Sherae L.}
}
@conference {937,
	title = {Assigning bug reports using a vocabulary-based expertise model of developers},
	booktitle = {2009 6th IEEE International Working Conference on Mining Software Repositories (MSR)2009 6th IEEE International Working Conference on Mining Software Repositories},
	year = {2009},
	pages = {131 - 140},
	publisher = {IEEE},
	organization = {IEEE},
	address = {Vancouver, BC, Canada},
	abstract = {For popular software systems, the number of daily submitted bug reports is high. Triaging these incoming reports is a time consuming task. Part of the bug triage is the assignment of a report to a developer with the appropriate expertise. In this paper, we present an approach to automatically suggest developers who have the appropriate expertise for handling a bug report. We model developer expertise using the vocabulary found in their source code contributions and compare this vocabulary to the vocabulary of bug reports. We evaluate our approach by comparing the suggested experts to the persons who eventually worked on the bug. Using eight years of Eclipse development as a case study, we achieve 33.6\% top-1 precision and 71.0\% top-10 recall.},
	keywords = {bug reports, bugzilla, develect, developers, eclipse, expertise, scm},
	isbn = {978-1-4244-3493-0},
	doi = {10.1109/MSR.2009.5069491},
	attachments = {https://flosshub.org/sites/flosshub.org/files/131AssigningBugReports.pdf},
	author = {Matter, Dominique and Kuhn, Adrian and Nierstrasz, Oscar}
}
@conference {1244,
	title = {Design Information Sharing Across Multiple Knowledge Systems in a FLOSS Community},
	booktitle = {iConference {\textquoteright}09},
	year = {2009},
	month = {02/2009},
	abstract = {This paper explores support for design information sharing between the distinct knowledge systems and skill sets of interactive system designers and developers. The paper focuses on the challenges of sharing information among groups of designers, developers, and users with multiple knowledge systems in the context of free/libre/open source software (FLOSS) communities. Bringing design to FLOSS communities introduces new knowledge into a solitary community of practice, and discussion ensues about how exploiting the {\textquoteright}symmetry of ignorance{\textquoteright} can enhance information sharing through design in CodePlex, an open source project hosting community website. Finally, design mockups illustrate how CodePlex serves as a boundary object supporting design information sharing across distinct knowledge systems.},
	keywords = {codeplex, developers, information sharing},
	attachments = {https://flosshub.org/sites/flosshub.org/files/finalDraft41.pdf},
	author = {Bach, Paula}
}
@article {Subramaniam:2009:DOS:1480545.1480824,
	title = {Determinants of open source software project success: A longitudinal study},
	journal = {Decis. Support Syst.},
	volume = {46},
	year = {2009},
	month = {January},
	pages = {576{\textendash}585},
	publisher = {Elsevier Science Publishers B. V.},
	address = {Amsterdam, The Netherlands, The Netherlands},
	abstract = {In this paper, we investigate open source software (OSS) success using longitudinal data on OSS projects. We find that restrictive OSS licenses have an adverse impact on OSS success. On further analysis, restrictive OSS license is found to be negatively associated with developer interest, but is positively associated with the interest of non-developer users and project administrators. We also show that developer and non-developer interest in the OSS project and the project activity levels in any time period significantly affect the project success measures in subsequent time period. The implications of our findings for OSS research and practice are discussed. },
	keywords = {contributors, developers, licenses, longitudinal study, Open source project, OSS, project success, restrictive, Software project success},
	issn = {0167-9236},
	doi = {10.1016/j.dss.2008.10.005},
	url = {http://portal.acm.org/citation.cfm?id=1480545.1480824},
	author = {Subramaniam, Chandrasekar and Sen, Ravi and Nelson, Matthew L.}
}
@conference {941,
	title = {Evolution of the core team of developers in libre software projects},
	booktitle = {2009 6th IEEE International Working Conference on Mining Software Repositories (MSR)2009 6th IEEE International Working Conference on Mining Software Repositories},
	year = {2009},
	pages = {167 - 170},
	publisher = {IEEE},
	organization = {IEEE},
	address = {Vancouver, BC, Canada},
	abstract = {In many libre (free, open source) software projects, most of the development is performed by a relatively small number of persons, the "core team". The stability and permanence of this group of most active developers is of great importance for the evolution and sustainability of the project. In this position paper we propose a quantitative methodology to study the evolution of core teams by analyzing information from source code management repositories. The most active developers in different periods are identified, and their activity is calculated over time, looking for core team evolution patterns.},
	keywords = {core, cvs, cvsanaly, developers, evolution, gimp, scm},
	isbn = {978-1-4244-3493-0},
	doi = {10.1109/MSR.2009.5069497},
	attachments = {https://flosshub.org/sites/flosshub.org/files/167core-evolution.pdf},
	author = {Gregorio Robles and Jesus M. Gonzalez-Barahona and Herraiz, Israel}
}
@conference {1262,
	title = {An Exploratory Study on the Two New Trends in Open Source Software: End-Users and Service},
	booktitle = {2009 42nd Hawaii International Conference on System Sciences (HICSS 2009)},
	year = {2009},
	note = {used sourceforge data
"We created our dataset by restricting our attention to projects that have production/stable and mature development status"
"we limited our sample to two categories: developers and end-users/desktop"
"We manually compiled a total of 200 projects, 100 each of the most downloaded projects from developers and end-users/desktop categories during the period of March 4 to March 23, 2008. "},
	pages = {1 - 10},
	publisher = {IEEE},
	organization = {IEEE},
	address = {Waikoloa, Hawaii, USA},
	abstract = {Many have been envisaging the emergence of Open Source Software (OSS) for general end-users and the enhancements in providing services and support, as the most critical factors for OSS success, and at the same time, the most critical issues which are holding back the OSS movement. While these two distinct waves in OSS evolution have become more observable, researchers have not yet explored the characteristics of these two distinct new waves. The current study found evidence for these two waves and further explored the two waves by empirically examining two hundred projects hosted in Sourceforge.net. We compared the characteristics of OSS projects that are intended for two disparate audiences: developers and end-users and found that projects for end-users supported more languages but also had more restrictive licenses as compared to projects for developers.},
	keywords = {developers, intended audiences, sourceforge},
	isbn = {978-0-7695-3450-3},
	doi = {10.1109/HICSS.2009.63},
	attachments = {https://flosshub.org/sites/flosshub.org/files/07-07-05.pdf},
	author = {Namjoo Choi and Chengular-Smith, I.}
}
@conference {936,
	title = {From work to word: How do software developers describe their work?},
	booktitle = {2009 6th IEEE International Working Conference on Mining Software Repositories (MSR)2009 6th IEEE International Working Conference on Mining Software Repositories},
	year = {2009},
	pages = {121 - 130},
	publisher = {IEEE},
	organization = {IEEE},
	address = {Vancouver, BC, Canada},
	abstract = {Developers take notes about their work sessions, either to remember the work status and share it with collaborators, or because employers explicitly require this for project management matters. We report on an exploratory study which aims at understanding how software developers describe their work. We analyzed more than 750,000 work descriptions of about 2,000 professionals taken over 8 years in three settings. We observed several similarities in the content and time meta-data of work descriptions. Most frequent terms, such as top-30 performed activities, are used consistently. Particular templates such as ldquoACTION concerning ARTIFACT because of CAUSErdquo occur frequently. Developers described sessions that last 30-120 min. 4-16 times a day. Maintaining diaries seems to consume between 3-6\% of the total work time, and in 10\% of the sessions, developers did not describe their work in sufficient detail. We argue that our results make the first step towards automatically generating work diaries for software developers.},
	keywords = {apache, developers, diaries, eureka, mycomp, scm, work management system},
	isbn = {978-1-4244-3493-0},
	doi = {10.1109/MSR.2009.5069490},
	author = {Maalej, Walid and Happel, Hans-Jorg}
}
@article {Beecher2009739,
	title = {Identifying exogenous drivers and evolutionary stages in FLOSS projects},
	journal = {Journal of Systems and Software},
	volume = {82},
	number = {5},
	year = {2009},
	pages = {739 - 750},
	abstract = {The success of a Free/Libre/Open Source Software (FLOSS) project has been evaluated in the past through the number of commits made to its configuration management system, number of developers and number of users. Most studies, based on a popular FLOSS repository (SourceForge), have concluded that the vast majority of projects are failures. This study{\textquoteright}s empirical results confirm and expand conclusions from an earlier and more limited work. Not only do projects from different repositories display different process and product characteristics, but a more general pattern can be observed. Projects may be considered as early inceptors in highly visible repositories, or as established projects within desktop-wide projects, or finally as structured parts of FLOSS distributions. These three possibilities are formalized into a framework of transitions between repositories. The framework developed here provides a wider context in which results from FLOSS repository mining can be more effectively presented. Researchers can draw different conclusions based on the overall characteristics studied about an Open Source software project{\textquoteright}s potential for success, depending on the repository that they mine. These results also provide guidance to OSS developers when choosing where to host their project and how to distribute it to maximize its evolutionary success.},
	keywords = {developers, forge, forges, repositories, repository, scm, software repositories, sourceforge, success, users},
	issn = {0164-1212},
	doi = {DOI: 10.1016/j.jss.2008.10.026},
	url = {http://www.sciencedirect.com/science/article/B6V0N-4TVTJFS-1/2/e32ecee1bcb54bd4a5dff6d5e3daca8d},
	author = {Karl Beecher and Capiluppi, Andrea and Boldyreff, Cornelia}
}
@conference {1204,
	title = {Language entropy: A metric for characterization of author programming language distribution},
	booktitle = {4th Workshop on Public Data about Software Development (WoPDaSD 2009)},
	year = {2009},
	note = {The data set used in this study was previously collected for a separate, but related work. It was originally extracted from the SourceForge Research Archive (SFRA), August 2006. For a detailed discussion of the data source, collection tools and processes, and summary statistics, see [6]."

"From the initial data set we extracted a random sample of 500 developers3 along with descriptive details of all revisions that those developers made since the inception of the projects on which they worked. We then condensed this sample by totaling the lines of code added by each developer for each month in which that developer made at least one code submission."
[6] Daniel P. Delorey, Charles D. Knutson, and Alex MacLean. Studying production phase sourceforge projects: A case study using cvs2mysql and sfra+. In Second International Workshop on Public Data about Software Development (WoPDaSD {\textquoteright}07), June 2007.},
	month = {2009},
	abstract = {Programmers are often required to develop in multiple languages. In an effort to study the effects of programming language fragmentation on productivity{\textemdash}and ultimately on a programmer{\textquoteright}s problem solving abilities{\textemdash}we propose a metric, language entropy, for characterizing the distribution of an individual{\textquoteright}s development efforts across multiple programming languages. To evaluate this metric, we present an observational study examining all project contributions (through August 2006) of a random sample of 500 SourceForge developers. Using a random coefficients model, we found a statistically significant correlation (alpha level of 0.05) between language entropy and the size of monthly pro ject contributions (measured in lines of code added). Our results indicate that language entropy is a good candidate for characterizing author programing language distribution.},
	keywords = {contributions, developers, language entropy, lines of code, loc, multiple languages, programming languages, sourceforge},
	attachments = {https://flosshub.org/sites/flosshub.org/files/LanguageEntropy-JonathanKrein.pdf},
	author = {Krein, Jonathan L. and MacLean, Alexander C. and Delorey, Daniel P. and Knutson, Charles D. and Eggett, Dennis L.}
}
@article {1082,
	title = {Returns from social capital in open source software networks},
	journal = {Journal of Evolutionary Economics},
	volume = {19},
	year = {2009},
	note = {"The data we use in this analysis come from the SourceForge.net Research Data (Department of Computer Science and Engineering, University of Notre Dame)." "Particularly, our dataset is a sub-sample of 2,962 valid observations over twelve months of projects aimed at developing games{\textquoteright} software. To get this sample, we look at the monthly dumps of data and select all projects that belong to the category of GNU Public License (GPL) [6]. "
dependent variable: performance (number of downloads); independent variable: social network ("Here we measure ties among projects through the individuals{\textquoteright} member and contributor roles at projects on the network over time.)},
	month = {4/2009},
	pages = {277 - 295},
	abstract = {Open Source Software projects base their operation on a collaborative structure for knowledge exchange in the form of provision or reception of information, expertise, and feedback on the creation of source code. Here, we address the direction of these knowledge flows among projects throughout social networks and their impact on project success. We identify the roles of membership or contribution that individuals play within projects. We found that connections through contributors who bring their knowledge to the project, improve project success, and that connection through members, who transfer their knowledge towards other projects, enhance project success. Finally, we found that ties through shared membership and contributions hamper project success. The analysis of knowledge flows and their impact on project success imply a translation of returns from investment in social capital, where investment takes the shape of knowledge flows and the returns mean the projects{\textquoteright} diffusion over the network.},
	keywords = {contributors, developers, games, gpl, project success, roles, social capital, social network analysis, social networks, sourceforge, srda, teams},
	issn = {1432-1386},
	doi = {10.1007/s00191-008-0125-5},
	attachments = {https://flosshub.org/sites/flosshub.org/files/Mendez-DuronGarcia.pdf},
	author = {M{\'e}ndez-Dur{\'o}n, Rebeca and Garc{\'\i}a, Clara E.}
}
@conference {Yatani:2009:UWO:1518701.1518853,
	title = {Understanding how and why open source contributors use diagrams in the development of Ubuntu},
	booktitle = {Proceedings of the 27th international conference on Human factors in computing systems},
	series = {CHI {\textquoteright}09},
	year = {2009},
	note = {"To examine how and why diagrams are used in any and all aspects of the software development process of an OSS project, we performed a series of semi-structured interviews with contributors to one particular effort{\textemdash}Ubuntu."
"Our study was divided into two phases. First, we asked participants to complete a questionnaire and provide us with information and materials for discussion. The questionnaire featured questions about participants{\textquoteright} OSS experience, project participation, their roles in each project, and basic demographics. We also asked participants to share diagrams they had created, modified or used as part of their work on Ubuntu. In the second phase of the study, we conducted semi-structured interviews with participants."},
	pages = {995{\textendash}1004},
	publisher = {ACM},
	organization = {ACM},
	address = {New York, NY, USA},
	abstract = {Some of the most interesting differences between Open Source Software (OSS) development and commercial co-located software development lie in the communication and collaboration practices of these two groups of developers. One interesting practice is that of diagramming. Though well studied and important in many aspects of co-located software development (including communication and collaboration among developers), its role in OSS development has not been thoroughly studied. In this paper, we report our investigation on how and why Ubuntu contributors use diagrams in their work. Our study shows that diagrams are not actively used in many scenarios where they commonly would in co-located software development efforts. We describe differences in the use and practices of diagramming, their possible reasons, and present design considerations for potential systems aimed at better supporting diagram use in OSS development.},
	keywords = {developers, diagramming, interviews, open source software (oss), software development, Ubuntu, visual representation},
	isbn = {978-1-60558-246-7},
	doi = {http://doi.acm.org/10.1145/1518701.1518853},
	url = {http://doi.acm.org/10.1145/1518701.1518853},
	author = {Yatani, Koji and Chung, Eunyoung and Jensen, Carlos and Truong, Khai N.}
}
@article {10.1109/HICSS.2009.1014,
	title = {Using Software Archaeology to Measure Knowledge Loss in Software Projects Due to Developer Turnover},
	journal = {2009 42nd Hawaii International Conference on System Sciences (HICSS 2009)},
	year = {2009},
	pages = {1-10},
	publisher = {IEEE Computer Society},
	address = {Los Alamitos, CA, USA},
	abstract = {Developer turnover can result in a major problem when developing software. When senior developers abandon a software project, they leave a knowledge gap that has to be managed. In addition, new (junior) developers require some time in order to achieve the desired level of productivity. In this paper, we present a methodology to measure the effect of knowledge loss due to developer turnover in software projects. For a given software project, we measure the quantity of code that has been authored by developers that do not belong to the current development team, which we define as orphaned code. Besides, we study how orphaned code is managed by the project. Our methodology is based on the concept of software archaeology, a derivation of software evolution. As case studies we have selected four FLOSS (free, libre, open source software) projects, from purely driven by volunteers to company-supported. The application of our methodology to these case studies will give insight into the turnover that these projects suffer and how they have managed it and shows that this methodology is worth being augmented in future research.},
	keywords = {attrition, case study, developers, evince, evolution, gimp, growth, knowledge collaboration, lines of code, nautilus, quality, sloc, turnover},
	isbn = {978-0-7695-3450-3},
	doi = {http://doi.ieeecomputersociety.org/10.1109/HICSS.2009.1014},
	attachments = {https://flosshub.org/sites/flosshub.org/files/07-07-08.pdf},
	author = {Izquierdo-Cortazar, Daniel and Gregorio Robles and Ortega, Felipe and Jesus M. Gonzalez-Barahona}
}
@article {Xu2009151,
	title = {Volunteers{\textquoteright} involvement in online community based software development},
	journal = {Information \& Management},
	volume = {46},
	number = {3},
	year = {2009},
	note = {"Data were collected through an online survey and by searching project archives. On Sourceforge.net, each developer was uniquely identified with a user account, and the developer{\textquoteright}s performance was assessed through the number of function points accepted by the project in a certain time period, obtained through conversion and calculation from the project{\textquoteright}s code repository. Data for other constructs were obtained from the developers{\textquoteright} response to the online survey. "
"a developer{\textquoteright}s performance was measured by the number of function points made and accepted into the project during the observed time period."

project age, development status, license type, number of developers},
	pages = {151 - 158},
	abstract = {We sought to gain understanding of voluntary developers{\textquoteright} involvement in open source software (OSS) projects. Data were collected from voluntary developers working on open source projects. Our findings indicated that a voluntary developer{\textquoteright}s involvement was very important to his or her performance and that involvement was dependent on individual motivations (personal software needs, reputation and skills gaining expectation, enjoyment in open source coding) and project community factors (leadership effectiveness, interpersonal relationship, community ideology). Our work contributes theoretically and empirically to the body of OSS research and has practical implications for OSS project management.},
	keywords = {age, developers, effectiveness, function points, ideology, leadership, MOTIVATION, scm, sourceforge, status, Survey, team size, Volunteers},
	issn = {0378-7206},
	doi = {DOI: 10.1016/j.im.2008.12.005},
	url = {http://www.sciencedirect.com/science/article/B6VD0-4VP1CN0-1/2/8e1c7be4fcedd1419209c5c843ffa923},
	author = {Bo Xu and Donald R. Jones and Bingjia Shao}
}
@conference {1211,
	title = {Are FLOSS developers committing to CVS/SVN as much as  they are talking in mailing lists? Challenges for Integrating  data from Multiple Repositories},
	booktitle = {3rd Workshop on Public Data about Software Development (WoPDaSD 2008)},
	year = {2008},
	month = {09/2008},
	pages = {49-54},
	abstract = {This paper puts forward a framework for investigating Free and Open Source Software (F/OSS) developers activities in both source code and mailing lists repositories. We used data dumps of fourteen pro jects from the FLOSSMetrics (FM) retrieval system. Our intentions are (i) to present a possible methodology, its advantages and disadvantages which can benefit future researchers using some aspects of the FM retrieval system{\textquoteright}s data dumps, and (ii) discuss our initial research results on the contributions developers make to both coding and lists activities.},
	keywords = {cvs, cvsanaly, developers, email, email archives, flossmetrics, mailing list, mlstats, source code},
	attachments = {https://flosshub.org/sites/flosshub.org/files/49-542008.pdf},
	author = {Sowe, Sulayman K. and Samoladas, Ioannis and Ioannis Stamelos and Lefteris Angelis}
}
@conference {1210,
	title = {Author Entropy: A Metric for Characterization  of Software Authorship Patterns},
	booktitle = {3rd Workshop on Public Data about Software Development (WoPDaSD 2008)},
	year = {2008},
	note = {used flossmole to get sample of SF developers},
	month = {2008},
	pages = {42-47},
	abstract = {We propose the concept of author entropy and describe how file-level entropy measures may be used to understand and characterize authorship patterns within individual files, as well as across an entire project. As a proof of concept, we compute author entropy for 28,955 files from 33 open-source projects. We explore patterns of author entropy, identify techniques for visualizing author entropy, and propose avenues for further study. },
	keywords = {developers, entropy, flossmole, sourceforge},
	attachments = {https://flosshub.org/sites/flosshub.org/files/entropy2008.pdf},
	author = {Taylor, Quinn C. and Stevenson, James E. and Delorey, Daniel P. and Knutson, Charles D.}
}
@article {1084,
	title = {Dynamics of innovation in an "open source" collaboration environment: lurking, laboring, and launching FLOSS projects on SourceForge},
	journal = {Industrial and Corporate Change},
	volume = {17},
	year = {2008},
	note = {"For the purposes of this study, we are able to draw upon micro-level data pertaining to the activities undertaken during the period between the beginning of September 2000 and December 2002 by the entire cohort of 222,835 individuals who had registered on SF.net during the 14 months from September 1, 2000 through October 26, 2001."
"The statistical analysis in this article is based upon an edited dataset (referred to here as the SFnetDataset) covering the SourceForge cohort of 222,835 individuals who registered on SF.net during the 14 months from September 1, 2000 through October 26, 2001."
They appear to be using their own dataset which is from 2000-2001 even though this paper is from 2008},
	month = {07/2008},
	pages = {647 - 710},
	abstract = {A systems analysis perspective is adopted to examine the critical properties of the Free/Libre/Open Source Software (FLOSS) mode of innovation, as reflected on the SourceForge platform (SF.net). This approach re-scales March{\textquoteright}s (1991) framework and applies it to characterize the {\textquotedblleft}innovation system{\textquotedblright} of a {\textquotedblleft}distributed organization{\textquotedblright} of interacting agents in a virtual collaboration environment, rather than to innovation within a firm. March (1991) views the process of innovation at the organizational level as the coupling of sub-processes of exploration and exploitation. Correspondingly, the innovation system of the virtual collaboration environment represented by SF.net is an emergent property of two {\textquotedblleft}coupled{\textquotedblright} processes: one involves the interactions among agents searching the locale for information and knowledge resources to use in designing novel software products (i.e., exploration), and the other involves the mobilization of individuals{\textquoteright} capabilities for application in the software development projects that become established on the platform (i.e., exploitation). The micro-dynamics of this system are studied empirically by constructing transition probability matrices representing the movements of 222,835 SF.net users among seven different activity states, which range from {\textquotedblleft}lurking{\textquotedblright} (not contributing or contributing to projects without becoming a member) to {\textquotedblleft}laboring{\textquotedblright} (joining one or more projects as members), and to {\textquotedblleft}launching{\textquotedblright} (founding one or more projects) within each successive 6-month interval. The estimated probabilities are found to form first-order Markov chains describing ergodic processes. This makes it possible the computation of the equilibrium distribution of agents among the states, thereby suppressing transient effects and revealing persisting patterns of project joining and project launching. The latter show the FLOSS innovation process on SF.net to be highly dissipative: a very large proportion of the registered {\textquotedblleft}developers{\textquotedblright} fail to become even minimally active on the platform. There is nevertheless an active core of mobile project joiners, and a (still smaller) core of project founders who persist in creating new projects. The structure of these groups{\textquoteright} interactions (as displayed within the 3-year period examined) is investigated in detail, and it is shown that it would be sufficient to sustain both the exploration and exploitation phases of the platform{\textquoteright}s global dynamics.},
	keywords = {contributors, core, developers, roles, SFnetDataset, sourceforge, users, virtual communities, virtual organization, virtual organizations},
	issn = {1464-3650},
	doi = {10.1093/icc/dtn026},
	author = {David, P. A. and Rullani, F.}
}
@article {Koch2008345,
	title = {Effort modeling and programmer participation in open source software projects},
	journal = {Information Economics and Policy (Empirical Issues in Open Source Software)},
	volume = {20},
	number = {4},
	year = {2008},
	note = {"Using a two-step approach, first a detailed case study on one project, GNOME, will be undertaken, then a large data set retrieved from a project hosting site, SourceForge.net, will be used to validate the results."

CVS was the main source of data

"e-mails sent to the different project discussion lists were identified as an additional source of information especially on communication and coordination besides the CVS-repository"

basic counts were calculated for developer discussion levels},
	month = {12/2008},
	pages = {345 - 355},
	abstract = {This paper develops models for programmer participation and effort estimation in open source software projects and employs the results to assess the efficiency of open source software creation. Successful development of such models will be important for decision makers of various kinds. We propose hypotheses based on a prior case study on manpower function and effort modeling. A large data set retrieved from a project repository is used to test these hypotheses. The main results are that if Norden-Rayleigh-based approaches are used, they need to be complemented in order to account for the addition of new features during a product life cycle, and that programmer-participation based effort models result in distinctly lower estimations of effort than those based on output metrics, such as lines of code.},
	keywords = {cvs, developers, email, email archives, gnome, lines of code, scm, Software repository mining, source code, sourceforge},
	issn = {0167-6245},
	doi = {DOI: 10.1016/j.infoecopol.2008.06.004},
	url = {http://www.sciencedirect.com/science/article/B6V8J-4SSND1J-1/2/c857fa1493e19aa7fe4297dedb077b3a},
	attachments = {https://flosshub.org/sites/flosshub.org/files/KochEffortModeling.pdf},
	author = {Koch, Stefan}
}
@article {GonzalezBarahona2008356,
	title = {Geographic origin of libre software developers},
	journal = {Information Economics and Policy},
	volume = {20},
	number = {4},
	year = {2008},
	note = {Empirical Issues in Open Source Software},
	pages = {356 - 363},
	abstract = {This paper examines the claim that libre (free, open source) software involves global development. The anecdotal evidence is that developers usually work in teams including individuals residing in many different geographical areas, time zones and even continents and that, as a whole, the libre software community is also diverse in terms of national origin. However, its exact composition is difficult to capture, since there are few records of the geographical location of developers. Past studies have been based on surveying a limited (and sometimes biased) sample and extrapolating that sample to the global distribution of developers. In this paper we present an alternate approach in which databases are analyzed to create traces of information from which the geographical origin of developers can be inferred. Applying this technique to the SourceForge users database and the mailing lists archives from several large projects, we have estimated the geographical origin of more than one million individuals who are closely related to the libre software development process. The paper concludes that the result is a good proxy for the actual distribution of libre software developers working on global projects.},
	keywords = {developers, email, email address, email archives, geography, mailing list, open source software, sourceforge, timezone, users},
	issn = {0167-6245},
	doi = {DOI: 10.1016/j.infoecopol.2008.07.001},
	url = {http://www.sciencedirect.com/science/article/B6V8J-4T3DCPK-1/2/3981dfbc523eae1d1ce65fb1f0c0edb7},
	author = {Jesus M. Gonzalez-Barahona and Gregorio Robles and Roberto Andradas-Izquierdo and Rishab Aiyer Ghosh}
}
@article {499,
	title = {The Material and Social Dynamics of Motivation: Contributions to Open Source Language Technology Development},
	journal = {Science Studies},
	number = {2},
	year = {2008},
	note = {"I conducted a two-phased qualitative analysis on multiple data (thematic phone-inter- views, notes from OpenOffice.org conference 2004 meetings, historical documents, mailing list discussions, homepages, Google, blogs, real-time video and audio presentations from OpenOffice.org conference 2005)."},
	abstract = {Volunteer motivation has been a central theme in Free/Libre/Open Source Software (FLOSS) literature. This research has been largely dominated by economists who rely in their surveys on the distinction between intrinsic and extrinsic motivations and the "hacker ethic" for profit juxtaposition. The paper argues that survey-based analytical frameworks and research designs have led to a focus on some motivational attributions at the expense of others. It then presents a case study that explores dynamic, non individualistic and content-sensitive aspects of motivations. The approach is based on socio-cultural psychology and the author{\textquoteright}s observations of a hybrid firm-community FLOSS project, OpenOffice.org. Instead of separating intrinsic motivations from extrinsic ones, it is argued that complex and changing patterns of motivations are tied to changing objects and personal histories prior to and during participation. The boundary between work and hobby in an individual{\textquoteright}s participation path is blurred and shifting.},
	keywords = {contributions, developers, email, email archives, mailing list, MOTIVATION, openoffice, openoffice.org, secondary data, Volunteers},
	attachments = {https://flosshub.org/sites/flosshub.org/files/Freeman.pdf},
	author = {Stephanie Freeman}
}
@conference {Siy:2008:SDW:1370750.1370784,
	title = {Summarizing developer work history using time series segmentation: challenge report},
	booktitle = {Proceedings of the 2008 international working conference on Mining software repositories},
	series = {MSR {\textquoteright}08},
	year = {2008},
	month = {05/2008},
	pages = {137{\textendash}140},
	publisher = {ACM},
	organization = {ACM},
	address = {New York, NY, USA},
	abstract = {Temporal segmentation partitions time series data with the intent of producing more homogeneous segments. It is a technique used to preprocess data so that subsequent time series analysis on individual segments can detect trends that may not be evident when performing time series analysis on the entire dataset.

This technique allows data miners to partition a large dataset without making any assumption of periodicity or any other a priori knowledge of the dataset{\textquoteright}s features.

We investigate the insights that can be gained from the application of time series segmentation to software version repositories. Software version repositories from large projects contain on the order of hundreds of thousands of timestamped entries or more. It is a continuing challenge to aggregate such data so that noise is reduced and important characteristics are brought out.

In this paper, we present a way to summarize developer work history in terms of the files they have modified over time by segmenting the CVS change data of individual Eclipse developers. We show that the files they modify tends to change significantly over time though most of them tend to work within the same directories.},
	keywords = {contributions, cvs, developers, eclipse, msr challenge, temporal segmentation, time series, work history},
	isbn = {978-1-60558-024-1},
	doi = {http://doi.acm.org/10.1145/1370750.1370784},
	url = {http://doi.acm.org/10.1145/1370750.1370784},
	author = {Siy, Harvey and Chundi, Parvathi and Subramaniam, Mahadevan}
}
@conference {996,
	title = {Correlating Social Interactions to Release History during Software Evolution},
	booktitle = {Fourth International Workshop on Mining Software Repositories (MSR{\textquoteright}07:ICSE Workshops 2007)},
	year = {2007},
	pages = {7 - 7},
	publisher = {IEEE},
	organization = {IEEE},
	address = {Minneapolis, MN, USA},
	abstract = {In this paper, we propose a method to reason about the nature of software changes by mining and correlating discussion archives. We employ an information retrieval approach to find correlation between source code change history and history of social interactions surrounding these changes. We apply our correlation method on two software systems, LSEdit and Apache Ant. The results of these exploratory case studies demonstrate the evidence of similarity between the content of free-form text emails among developers and the actual modifications in the code. We identify a set of correlation patterns between discussion and changed code vocabularies and discover that some releases referred to as minor should instead fall under the major category. These patterns can be used to give estimations about the type of a change and time needed to implement it.},
	keywords = {ant, apache, change management, developers, discussion, effort estimation, lsedit, mailing lists, scm, source code},
	isbn = {0-7695-2950-X},
	doi = {10.1109/MSR.2007.4},
	attachments = {https://flosshub.org/sites/flosshub.org/files/28300007.pdf},
	author = {Baysal, Olga and Malton, Andrew J.}
}
@article {springerlink:10.1007/s10588-006-9006-3,
	title = {Correlating temporal communication patterns of the Eclipse open source community with performance and creativity},
	journal = {Computational \&amp; Mathematical Organization Theory},
	volume = {13},
	year = {2007},
	note = {"Social network data was collected from the Eclipse component development groups{\textquoteright} online mailing lists by using the online process tool (Gloor and Zhao, 2004). Data on bugs and enhancements for each group was collected from the Eclipse bugzilla database (Eclipse bugzilla, 2004). The social network data was analyzed with the TeCFlow tool (Gloor and Zhao, 2004)."
"The study is based on data from the three main projects of the Eclipse open source development community, namely {\textquotedblleft}eclipse{\textquotedblright}, {\textquotedblleft}tools{\textquotedblright} and {\textquotedblleft}technology{\textquotedblright}. We have chosen thirty-three different component development groups for analysis."
"The online process tool (online process tool, 2004) was utilized to collect communication data from their mailing list archives. The online process tool runs a robot that searches for URLs in the projects{\textquoteright} mailing list archives to compile a list of the possible URL links. It then extracts communication data as tuples in the form of {\textquotedblleft}sender, receiver, communication type, timestamp, communication contents{\textquotedblright} and stores it in the database. Further, bugs and enhancement data were collected from the Eclipse bugzilla database."},
	pages = {17-27},
	publisher = {Springer Netherlands},
	abstract = {This paper studies the temporal communication patterns of online communities of developers and users of the open source Eclipse Java development environment. It measures the productivity of each community and seeks to identify correlations that exist between group communication characteristics and productivity attributes. The study uses the TeCFlow (Temporal Communication Flow) visualizer to create movie maps of the knowledge flow by analyzing the publicly accessible Eclipse developer mailing lists as an approximation of the social networks of developers and users. Thirty-three different Eclipse communities discussing development and use of components of Eclipse such as the Java Development Tools, the different platform components, the C/C++ Development Tools and the AspectJ extension have been analyzed over a period of six months. The temporal evolution of social network variables such as betweenness centrality, density, contribution index, and degree have been computed and plotted. Productivity of each development group is measured in terms of two indices, namely performance and creativity. Performance of a group is defined as the ratio of new bugs submitted compared with bugs fixed within the same period of time. Creativity is calculated as a function of new features proposed and implemented. Preliminary results indicate that there is a correlation between attributes of social networks such as density and betweenness centrality and group productivity measures in an open source development community. We also find a positive correlation between changes over time in betweenness centrality and creativity, and a negative correlation between changes in betweenness centrality and performance.},
	keywords = {bug fixing, bugs, bugzilla, communication, creativity, developers, eclipse, email, email archives, feature requests, mailing lists, performance, productivity},
	issn = {1381-298X},
	url = {http://dx.doi.org/10.1007/s10588-006-9006-3},
	attachments = {https://flosshub.org/sites/flosshub.org/files/16.pdf},
	author = {Kidane, Yared and Gloor, Peter}
}
@conference {992,
	title = {Determining Implementation Expertise from Bug Reports},
	booktitle = {Fourth International Workshop on Mining Software Repositories (MSR{\textquoteright}07:ICSE Workshops 2007)},
	year = {2007},
	pages = {2 - 2},
	publisher = {IEEE},
	organization = {IEEE},
	address = {Minneapolis, MN, USA},
	abstract = {As developers work on a software product they accumulate expertise, including expertise about the code base of the software product. We call this type of expertise "implementation expertise". Knowing the set of developers who have implementation expertise for a software product has many important uses. This paper presents an empirical evaluation of two approaches to determining implementation expertise from the data in source and bug repositories. The expertise sets created by the approaches are compared to those provided by experts and evaluated using the measures of precision and recall. We found that both approaches are good at finding all of the appropriate developers, although they vary in how many false positives are returned.},
	keywords = {bug reports, developers, eclipse, expertise, repository, scm, source code},
	isbn = {0-7695-2950-X},
	doi = {10.1109/MSR.2007.7},
	attachments = {https://flosshub.org/sites/flosshub.org/files/28300002.pdf},
	author = {Anvik, John and Murphy, Gail C.}
}
@conference {1013,
	title = {Impact of the Creation of the Mozilla Foundation in the Activity of Developers},
	booktitle = {Fourth International Workshop on Mining Software Repositories (MSR{\textquoteright}07:ICSE Workshops 2007)},
	year = {2007},
	pages = {28 - 28},
	publisher = {IEEE},
	organization = {IEEE},
	address = {Minneapolis, MN, USA},
	abstract = {During 2003, the Mozilla project transitioned from company-promoted (sponsored by AOL) to community-promoted (sponsored by the Mozilla Foundation). What happened to the group of developers during this transition? There was any significant impact on its activity or composition? To answer these questions, we have performed an analysis of the CVS repository of Mozilla, using the CVSAnalY tool, finding little on activity, but dramatic changes in the the composition of the development team.},
	keywords = {cvs, cvsanaly, developers, mining challenge, mozilla, msr challenge, revision history},
	isbn = {0-7695-2950-X},
	doi = {10.1109/MSR.2007.15},
	attachments = {https://flosshub.org/sites/flosshub.org/files/28300028.pdf},
	author = {Jesus M. Gonzalez-Barahona and Gregorio Robles and Herraiz, Israel}
}
@conference {997,
	title = {Mining CVS Repositories to Understand Open-Source Project Developer Roles},
	booktitle = {Fourth International Workshop on Mining Software Repositories (MSR{\textquoteright}07:ICSE Workshops 2007)},
	year = {2007},
	pages = {8 - 8},
	publisher = {IEEE},
	organization = {IEEE},
	address = {Minneapolis, MN, USA},
	abstract = {This paper presents a model to represent the interactions of distributed open-source software developers and utilizes data mining techniques to derive developer roles. The model is then applied on case studies of two open-source projects, ORAC-DR and Mediawiki with encouraging results.},
	keywords = {cvs, developer interaction, developers, mediawiki, orac-dr, roles, scm, source code},
	isbn = {0-7695-2950-X},
	doi = {10.1109/MSR.2007.19},
	attachments = {https://flosshub.org/sites/flosshub.org/files/28300008.pdf},
	author = {Yu, Liguo and Ramaswamy, Srini}
}
@conference {1015,
	title = {Mining Eclipse Developer Contributions via Author-Topic Models},
	booktitle = {Fourth International Workshop on Mining Software Repositories (MSR{\textquoteright}07:ICSE Workshops 2007)},
	year = {2007},
	pages = {30 - 30},
	publisher = {IEEE},
	organization = {IEEE},
	address = {Minneapolis, MN, USA},
	abstract = {We present the results of applying statistical author-topic models to a subset of the Eclipse 3.0 source code consisting of 2,119 source files and 700,000 lines of code from 59 developers. This technique provides an intuitive and automated framework with which to mine developer contributions and competencies from a given code base while simultaneously extracting software function in the form of topics. In addition to serving as a convenient summary for program function and developer activities, our study shows that topic models provide a meaningful, effective, and statistical basis for developer similarity analysis.},
	keywords = {contributions, developers, eclipse, expertise, mining challenge, msr challenge, source code, topics},
	isbn = {0-7695-2950-X},
	doi = {10.1109/MSR.2007.20},
	attachments = {https://flosshub.org/sites/flosshub.org/files/28300030.pdf},
	author = {Linstead, Erik and Rigor, Paul and Bajracharya, Sushil and Lopes, Cristina and Baldi, Pierre}
}
@conference {1000,
	title = {Mining Workspace Updates in CVS},
	booktitle = {Fourth International Workshop on Mining Software Repositories (MSR{\textquoteright}07:ICSE Workshops 2007)},
	year = {2007},
	pages = {11 - 11},
	publisher = {IEEE},
	organization = {IEEE},
	address = {Minneapolis, MN, USA},
	abstract = {The version control archive CVS records not only all changes in a project but also activity data such as when developers create or update their workspaces. Furthermore, CVS records when it has to integrate changes because of parallel development. In this paper, we analyze the CVS activity data of four large open-source projects GCC, JBOSS, JEDIT, and PYTHON to investigate parallel development: What is the degree of parallel development? How frequently do conflicts occur during updates and how are they resolved? How do we identify changes that contain integrations?},
	keywords = {change management, cvs, developers, gcc, jboss, jedit, python, workspaces},
	isbn = {0-7695-2950-X},
	doi = {10.1109/MSR.2007.22},
	attachments = {https://flosshub.org/sites/flosshub.org/files/28300011.pdf},
	author = {Zimmermann, Thomas}
}
@article {springerlink:10.1007/s10368-007-0086-4,
	title = {Open source software: Motivation and restrictive licensing},
	journal = {International Economics and Economic Policy},
	volume = {4},
	year = {2007},
	note = {"We employ a unique data set consisting of 71 open source projects hosted at the SourceForge web site. The 71 projects in the sample were chosen (in January 2000)"
"This sample was observed over an 18-month period from January 2002 through the middle of 2003, with data collected at 2-month intervals."
"We are grateful to NERA for providing us with the data."
"Although we only have data on a relatively small sample of the projects hosted SourceForge, the sample is unique because of data on lines of code as well as data on different versions of the program. The latter is a potentially important control variable, since a change in version may necessitate additional lines of code.
Our data set contains information on the size of the open source projects in the form of source lines of code (SLOC). Using SLOC as a performance measure is not always ideal; nevertheless, this performance measure is employed in the profession and the literature.15 For our purposes, SLOC is in fact an ideal measure, because we want to measure the effort that is put into the project, rather than whether a project succeeds."
},
	pages = {209-225},
	publisher = {Springer Berlin / Heidelberg},
	abstract = {Open source software (OSS) is an economic paradox. Development of open source software is often done by unpaid volunteers and the source code is typically freely available. Surveys suggest that status, signaling, and intrinsic motivations play an important role in inducing developers to invest effort. Contribution to an OSS project is rewarded by adding one{\textquoteright}s name to the list of contributors which is publicly observable. Such incentives imply that programmers may have little incentive to contribute beyond the threshold level required for being listed as a contributor. Using a unique data set we empirically examine this hypothesis. We find that the output per contributor in open source projects is much higher when licenses are less restrictive and more commercially oriented. These results indeed suggest a status, signaling, or intrinsic motivation for participation in OSS projects with restrictive licenses.},
	keywords = {contributions, contributors, developers, incentives, license analysis, licenses, lines of code, loc, MOTIVATION, restrictive, scm, size, status, version history},
	issn = {1612-4804},
	url = {http://dx.doi.org/10.1007/s10368-007-0086-4},
	author = {Fershtman, Chaim and Gandal, Neil}
}
@conference {994,
	title = {Recommending Emergent Teams},
	booktitle = {Fourth International Workshop on Mining Software Repositories (MSR{\textquoteright}07:ICSE Workshops 2007)},
	year = {2007},
	pages = {5 - 5},
	publisher = {IEEE},
	organization = {IEEE},
	address = {Minneapolis, MN, USA},
	abstract = {To build successful complex software systems, developers must collaborate with each other to solve issues. To facilitate this collaboration, specialized tools, such as chat and screen sharing, are being integrated into development environments. Currently, these tools require a developer to maintain a list of other developers with whom they may wish to communicate and to determine who within this list has expertise for a specific situation. For large, dynamic projects, like several successful open-source projects, these requirements place an unreasonable burden on the developer. In this paper, we show how the structure of a team emerges from how developers change software artifacts. We introduce the Emergent Expertise Locator (EEL) that uses emergent team information to propose experts to a developer within their development environment as the developer works. We found that EEL produces, on average, results with higher precision and higher recall than an existing heuristic for expertise recommendation.},
	keywords = {bugzilla, developers, eclipse, evolution, expertise, Firefox, teams},
	isbn = {0-7695-2950-X},
	doi = {10.1109/MSR.2007.27},
	attachments = {https://flosshub.org/sites/flosshub.org/files/28300005.pdf},
	author = {Minto, Shawn and Murphy, Gail C.}
}
@conference {1010,
	title = {Using Software Repositories to Investigate Socio-technical Congruence in Development Projects},
	booktitle = {Fourth International Workshop on Mining Software Repositories (MSR{\textquoteright}07:ICSE Workshops 2007)},
	year = {2007},
	pages = {25 - 25},
	publisher = {IEEE},
	organization = {IEEE},
	address = {Minneapolis, MN, USA},
	abstract = {We propose a quantitative measure of socio-technical congruence as an indicator of the performance of an organization in carrying out a software development project. We show how the information necessary to implement that measure can be mined from commonly used software repositories, and we describe how socio-technical congruence can be computed based on that information.},
	keywords = {developers, graph, scm, social networks, source code},
	isbn = {0-7695-2950-X},
	doi = {10.1109/MSR.2007.33},
	attachments = {https://flosshub.org/sites/flosshub.org/files/28300025.pdf},
	author = {Valetto, Giuseppe and Helander, Mary and Ehrlich, Kate and Chulani, Sunita and Wegman, Mark and Williams, Clay}
}
@conference {998,
	title = {Visual Data Mining in Software Archives to Detect How Developers Work Together},
	booktitle = {Fourth International Workshop on Mining Software RepositoriesFourth International Workshop on Mining Software Repositories (MSR{\textquoteright}07:ICSE Workshops 2007)},
	year = {2007},
	pages = {9 - 9},
	publisher = {IEEE},
	organization = {IEEE},
	address = {Minneapolis, MN, USA},
	abstract = {Analyzing the check-in information of open source software projects which use a version control system such as CVS or SUBVERSION can yield interesting and important insights into the programming behavior of developers. As in every major project tasks are assigned to many developers, the development must be coordinated between these programmers.

This paper describes three visualization techniques that help to examine how programmers work together, e.g. if they work as a team or if they develop their part of the software separate from each other. Furthermore, phases of stagnation in the lifetime of a project can be uncovered and thus, possible problems are revealed.

To demonstrate the usefulness of these visualization techniques we performed case studies on two open source projects. In these studies interesting patterns of developers? behavior, e.g. the specialization on a certain module can be observed. Moreover, modules that have been changed by many developers can be identified as well as such ones that have been altered by only one programmer.},
	keywords = {change, coordination, cvs, developers, junit, modules, scm, source code, svn, teams, tomcat, visualization},
	isbn = {0-7695-2950-X},
	doi = {10.1109/MSR.2007.34},
	attachments = {https://flosshub.org/sites/flosshub.org/files/28300009.pdf},
	author = {Weissgerber, Peter and Pohl, Mathias and Burch, Michael}
}
@conference {1008,
	title = {What Can OSS Mailing Lists Tell Us? A Preliminary Psychometric Text Analysis of the Apache Developer Mailing List},
	booktitle = {Fourth International Workshop on Mining Software Repositories (MSR{\textquoteright}07:ICSE Workshops 2007)},
	year = {2007},
	pages = {23 - 23},
	publisher = {IEEE},
	organization = {IEEE},
	address = {Minneapolis, MN, USA},
	abstract = {Developer mailing lists are a rich source of information about Open Source Software (OSS) development. The unstructured nature of email makes extracting information difficult. We use a psychometrically-based linguistic analysis tool, the LIWC, to examine the Apache httpd server developer mailing list. We conduct three preliminary experiments to assess the appropriateness of this tool for information extraction from mailing lists. First, using LIWC dimensions that are correlated with the big five personality traits, we assess the personality of four top developers against a baseline for the entire mailing list. The two developers that were responsible for the major Apache releases had similar personalities. Their personalities were different from the baseline and the other developers. Second, the first and last 50 emails for two top developers who have left the project are examined. The analysis shows promise in understanding why developers join and leave a project. Third, we examine word usage on the mailing list for two major Apache releases. The differences may reflect the relative success of each release.},
	keywords = {apache, developers, email, joining, liwc, mailing lists, personality},
	isbn = {0-7695-2950-X},
	doi = {10.1109/MSR.2007.35},
	attachments = {https://flosshub.org/sites/flosshub.org/files/28300023.pdf},
	author = {Peter C. Rigby and Hassan, Ahmed E.}
}
@conference {Tsunoda:2006:AOD:1137983.1138031,
	title = {Analyzing OSS developers{\textquoteright} working time using mailing lists archives},
	booktitle = {Proceedings of the 2006 international workshop on Mining software repositories},
	series = {MSR {\textquoteright}06},
	year = {2006},
	pages = {181{\textendash}182},
	publisher = {ACM},
	organization = {ACM},
	address = {New York, NY, USA},
	abstract = {Our mining question is {\textquotedblleft}when OSS developers work?{\textquotedblright} OSS developers{\textquoteright} working time may be a good indicator to understand the development style of a project. (For example, if many developers work in office hour, these might be daily works in a company.)},
	keywords = {developers, email, email archives, mailing lists, mining challenge, msr challenge, overtime work, postgresql, workload},
	isbn = {1-59593-397-2},
	doi = {http://doi.acm.org/10.1145/1137983.1138031},
	url = {http://doi.acm.org/10.1145/1137983.1138031},
	attachments = {https://flosshub.org/sites/flosshub.org/files/181AnalyzingOSS.pdf},
	author = {Tsunoda, Masateru and Monden, Akito and Kakimoto, Takeshi and Kamei, Yasutaka and Matsumoto, Ken-ichi}
}
@conference {683,
	title = {Communication Networks in an Open Source Software Project},
	booktitle = {OSS2006: Open Source Systems (IFIP 2.13)},
	series = {IFIP International Federation for Information Processing },
	volume = {203/2006},
	year = {2006},
	month = {2006///},
	pages = {297 - 306},
	publisher = {Springer},
	organization = {Springer},
	abstract = {This study explores the nature of the social network and the patterns of communication that exist in an open source software development project, the Apache HTTP (WEB) server project. Our analysis of archival data on email communications between developers in the Apache HTTP server project suggests an interesting pattern of communication. We find that the core developers self-organize into three sub-groups that communicate intensely in completing the project. Our analysis also reveals that a few prominent developers who are centrally located in the network are driving communications within the project. We identify the implications of our findings and suggest areas for further research.
},
	keywords = {apache, core, developers, email, email archive, mailing list, participation, social network analysis},
	issn = {978-0-387-34225-2},
	doi = {http://dx.doi.org/10.1007/0-387-34226-5_30},
	attachments = {https://flosshub.org/sites/flosshub.org/files/Communication\%20Networks\%20in\%20an\%20Open\%20Source.pdf},
	author = {Roberts, Jeffrey and Il-Horn Hann and Sandra Slaughter}
}
@conference {686,
	title = {Contributor Turnover in Libre Software Projects},
	booktitle = {OSS2006: Open Source Systems (IFIP 2.13)},
	series = {IFIP International Federation for Information Processing},
	year = {2006},
	pages = {273 - 286},
	publisher = {Springer},
	organization = {Springer},
	abstract = {A common problem that management faces in software companies is the high instability of their staff. In libre (free, open source) software projects, the permanence of developers is also an open issue, with the potential of causing problems amplified by the self-organizing nature that most of them exhibit. Hence, human resources in libre software projects are even more difficult to manage: developers are in most cases not bound by a contract and, in addition, there is not a real management structure concerned about this problem. This raises some interesting questions with respect to the composition of development teams in libre software projects, and how they evolve over time. There are projects lead by their original founders (some sort of {\textquotedblleft}code gods{\textquotedblright}), while others are driven by several different developer groups over time (i.e. the project {\textquotedblleft}regenerates{\textquotedblright} itself). 
In this paper, we propose a quantitative methodology, based on the analysis of the activity in the source code management repositories, to study how these processes (developers leaving, developers joining) affect libre software projects. The basis of it is the analysis of the composition of the core group, the group of developers most active in a project, for several time lapses. We will apply this methodology to several large, well-known libre software projects, and show how it can be used to characterize them. In addition, we will discuss the lessons that can be learned, and the validity of our proposal.
},
	keywords = {apache, committers, core, cvs, cvsanaly, developers, evolution, freebsd, gimp, gnome, kde, mono, mozilla},
	doi = {http://dx.doi.org/10.1007/0-387-34226-5_28},
	attachments = {https://flosshub.org/sites/flosshub.org/files/Contributor\%20Turnover\%20in\%20Libre\%20Software\%20Projects.pdf},
	author = {Gregorio Robles and Gonzalez-Barahona, Jesus}
}
@article {90,
	title = {Core and periphery in Free/Libre and Open Source software team communications},
	journal = {Proceedings of the 39th Annual Hawaii International Conference on System Sciences-Volume 06},
	year = {2006},
	abstract = {The concept of the core group of developers is important and often discussed in empirical studies of FLOSS projects. This paper examines the question, "how does one empirically distinguish the core?" Being able to identify the core members of a FLOSS development project is important because many of the processes necessary for successful projects likely involve core members differently than peripheral members, so analyses that mix the two groups will likely yield invalid results. 

We compare 3 analysis approaches to identify the core: the named list of developers, a Bradford{\textquoteright}s law analysis that takes as the core the most frequent contributors and a social network analysis of the interaction pattern that identifies the core in a core-and-periphery structure. We apply these measures to the interactions around bug fixing for 116 SourceForge projects. The 3 techniques identify different individuals as core members; examination of which individuals are identified leads to suggestions for refining the measures. All 3 measures though suggest that the core of FLOSS projects is a small fraction of the total number of contributors.},
	keywords = {bug fixing, contributions, contributors, core, developers, social network analysis, sourceforge, team},
	author = {Kevin Crowston and Kangning Wei and Li, Qing and Howison, James}
}
@conference {689,
	title = {Evolution of Open Source Communities},
	booktitle = {OSS2006: Open Source Systems (IFIP 2.13)},
	series = {IFIP International Federation for Information Processing},
	year = {2006},
	note = {"we took snapshots of its membership at regular intervals"
"we chose a one year period"
"we retrieve the list of core developers ordered by their number of inbound messages, as noted above."},
	pages = {21 - 32},
	publisher = {Springer},
	organization = {Springer},
	abstract = {The goal of this paper is to document the evolution of a portfolio of related open source communities over time. As a case study, we explore the subprojects of the Apache project, one of the largest and most visible open source projects. We extract the community structure from the mailing list data, and study how the subcommunities evolve, and are interrelated over time. Our analysis leads us to propose the following hypotheses about the growth of open source communities: (1) communities add new developers by a process of preferential attachment; (2) links between existing communities are also subject to preferential attachment; (3) developers will migrate between communities together with other collaborators; and (4) information flow follows project dependencies. In particular, we are concerned with the underlying factors that motivate the migration between communities, such as information flow, co-worker ties, and project dependencies.
},
	keywords = {apache, COMMUNITY, core, developers, email, email archives, mailing list, membership},
	doi = {http://dx.doi.org/10.1007/0-387-34226-5_3},
	attachments = {https://flosshub.org/sites/flosshub.org/files/Evolution\%20of\%20Open\%20Source\%20Communities.pdf},
	author = {Weiss, Michael and Moroiu, Gabriella and Zhao, Ping}
}
@conference {693,
	title = {Impact of Social Ties on Open Source Project Team Formation},
	booktitle = {OSS2006: Open Source Systems (IFIP 2.13)},
	series = {IFIP International Federation for Information Processing },
	volume = {203/2006},
	year = {2006},
	note = {"we randomly selected 1030 new projects that were registered between X and X in 2005. A web crawler downloaded the HTML files containing project summary data and developer information on the date of registration."},
	month = {2006///},
	pages = {307 - 317},
	publisher = {Springer},
	organization = {Springer},
	abstract = {In this paper, we empirically examined the role of social ties in OSSD team formation and developer joining behavior. We find that the existence and the amount of prior social relations in the network do increase the probability of an OSS project to attract more developers. Interestingly, for projects without preexisting social ties, developers tend to join the project initiated by people with less OSSD experience. This research fills a gap in the open source literature by conducting an empirical investigation of the role of social relations on project team formation behavior. Furthermore, the adoption of social network analysis, which has received little attention in the OSS literature, can yield some interesting results on the interactions among OSS developers.
},
	keywords = {developers, metadata, social network analysis, sourceforge},
	issn = {978-0-387-34225-2},
	doi = {http://dx.doi.org/10.1007/0-387-34226-5_31},
	attachments = {https://flosshub.org/sites/flosshub.org/files/Impact\%20of\%20Social\%20Ties\%20on\%20Open\%20Source\%20Project.pdf},
	author = {Hahn, Jungpil and Moon, Jae and Zhang, Chen}
}
@article {Crowston:2006,
	title = {Information systems success in Free and Open Source Software development: Theory and measures},
	journal = {Software Process{\textendash}Improvement and Practice},
	volume = {11},
	number = {2},
	year = {2006},
	note = {"we continue our examination of success measures using data from Sourceforge..."
"e chose the number of developers (assessed from the records of the project and from bug fixing logs), bug-fixing time, and popularity (assessed from the number of downloads and viewings of project Web pages, and inclusion in distributions). These measures were chosen because they span the reconsidered FLOSS development process discussed above, including inputs (number of developers), process (speed of bug fixing) and output (popularity)."},
	pages = {123{\textendash}148},
	abstract = {Information systems success is one of the most widely used dependent variables in information systems (IS) research, but research on Free/Libre and Open Source software (FLOSS) often fails to appropriately conceptualize this important concept. In this paper, we reconsider what success means within a FLOSS context. We first review existing models of IS success and success variables used in FLOSS research and assess them for their usefulness, practicality and fit to the FLOSS context. Then, drawing on a theoretical model of group effectiveness in the FLOSS development process, as well as an online discussion group with developers, we present additional concepts that are central to an appropriate understanding of success for FLOSS. In order to examine the practicality and validity of this conceptual scheme, the second half of our paper presents an empirical study that demonstrates its operationalization of the chosen measures and assesses their internal validity. We use data from SourceForge to measure the project{\textquoteright}s effectiveness in team building, the speed of the project at responding to bug reports and the project{\textquoteright}s popularity. We conclude by discussing the implications of this study for our proposed extension of IS success in the context of FLOSS development and highlight future directions for research.},
	keywords = {bug fixing, developers, downloads, FLOSS, flossmole, page views, popularity, project success, size, sourceforge, success, team size},
	doi = {10.1002/spip.259},
	attachments = {https://flosshub.org/sites/flosshub.org/files/CrowstonHowisonAnnabi2006.pdf},
	author = {Kevin Crowston and Howison, James and Hala Annabi}
}
@article {Grewal:2006:LLL:1246148.1246155,
	title = {Location, Location, Location: How Network Embeddedness Affects Project Success in Open Source Systems},
	journal = {Management Science},
	volume = {52},
	number = {7},
	year = {2006},
	month = {July},
	pages = {1043{\textendash}1056},
	publisher = {INFORMS},
	address = {Institute for Operations Research and the Management Sciences (INFORMS), Linthicum, Maryland, USA},
	abstract = {The community-based model for software development in open source environments is becoming a viable alternative to traditional firm-based models. To better understand the workings of open source environments, we examine the effects of network embeddedness---or the nature of the relationship among projects and developers---on the success of open source projects. We find that considerable heterogeneity exists in the network embeddedness of open source projects and project managers. We use a visual representation of the affiliation network of projects and developers as well as a formal statistical analysis to demonstrate this heterogeneity and to investigate how these structures differ across projects and project managers. Our main results surround the effect of this differential network embeddedness on project success. We find that network embeddedness has strong and significant effects on both technical and commercial success, but that those effects are quite complex. We use latent class regression analysis to show that multiple regimes exist and that some of the effects of network embeddedness are positive under some regimes and negative under others. We use project age and number of page views to provide insights into the direction of the effect of network embeddedness on project success. Our findings show that different aspects of network embeddedness have powerful but subtle effects on project success and suggest that this is a rich environment for further study.},
	keywords = {affiliation network, age, developers, latent class analysis, network embeddedness, open source software, page views, perl, project success, registration, sourceforge},
	issn = {0025-1909},
	doi = {10.1287/mnsc.1060.0550},
	url = {http://portal.acm.org/citation.cfm?id=1246148.1246155},
	author = {Grewal, Rajdeep and Lilien, Gary L. and Mallapragada, Girish}
}
@conference {Bird:2006:MES:1137983.1138016,
	title = {Mining email social networks},
	booktitle = {Proceedings of the 2006 international workshop on Mining software repositories},
	series = {MSR {\textquoteright}06},
	year = {2006},
	pages = {137{\textendash}143},
	publisher = {ACM},
	organization = {ACM},
	address = {New York, NY, USA},
	abstract = {Communication \& Co-ordination activities are central to large software projects, but are difficult to observe and study in traditional (closed-source, commercial) settings because of the prevalence of informal, direct communication modes. OSS projects, on the other hand, use the internet as the communication medium,and typically conduct discussions in an open, public manner. As a result, the email archives of OSS projects provide a useful trace of the communication and co-ordination activities of the participants. However, there are various challenges that must be addressed before this data can be effectively mined. Once this is done, we can construct social networks of email correspondents, and begin to address some interesting questions. These include questions relating to participation in the email; the social status of different types of OSS participants; the relationship of email activity and commit activity (in the CVS repositories) and the relationship of social status with commit activity. In this paper, we begin with a discussion of our infrastructure (including a novel use of Scientific Workflow software) and then discuss our approach to mining the email archives; and finally we present some preliminary results from our data analysis.},
	keywords = {communication, contributions, developers, email, email archives, mailing lists, open source, social networks},
	isbn = {1-59593-397-2},
	doi = {http://doi.acm.org/10.1145/1137983.1138016},
	url = {http://doi.acm.org/10.1145/1137983.1138016},
	attachments = {https://flosshub.org/sites/flosshub.org/files/137MiningEmail.pdf},
	author = {Christian Bird and Gourley, Alex and Devanbu, Prem and Gertz, Michael and Swaminathan, Anand}
}
@conference {Bird:2006:MES:1137983.1138033,
	title = {Mining email social networks in Postgres},
	booktitle = {Proceedings of the 2006 international workshop on Mining software repositories},
	series = {MSR {\textquoteright}06},
	year = {2006},
	pages = {185{\textendash}186},
	publisher = {ACM},
	organization = {ACM},
	address = {New York, NY, USA},
	abstract = {Open Source Software (OSS) projects provide a unique opportunity to gather and analyze publicly available historical data. The Postgres SQL server, for example, has over seven years of recorded development and communication activity. We mined data from both the source code repository and the mailing list archives to examine the relationship between communication and development in Postgres. Along the way, we had to deal with the difficult challenge of resolving email aliases. We used a number of social network analysis measures and statistical techniques to analyze this data. We present our findings in this paper.},
	keywords = {developers, email, email archives, open source, postgresql, scm, social network analysis, social networks, source code, status},
	isbn = {1-59593-397-2},
	doi = {http://doi.acm.org/10.1145/1137983.1138033},
	url = {http://doi.acm.org/10.1145/1137983.1138033},
	attachments = {https://flosshub.org/sites/flosshub.org/files/185MiningEmail.pdf},
	author = {Christian Bird and Gourley, Alex and Devanbu, Prem and Gertz, Michael and Swaminathan, Anand}
}
@article {1088,
	title = {Self-Organization Patterns in Wasp and Open Source Communities},
	journal = {IEEE Intelligent Systems},
	volume = {21},
	year = {2006},
	note = {"To investigate such claims, we studied an OSS community{\textquoteright}s social network from a dataset describing the email activity of 120 different software teams"
"Our test data originated from Sourceforge (http://sourceforge.net), a large open source project repository, and included communi- ties ranging from very small networks with one or two members to large networks with thousands of members."
"we limited our consideration to email traffic associated with bug fixes and bug reporting. As other researchers have shown[5] this email subset allows an effective reconstruction of the software community{\textquoteright}s social network."
"We thank Kevin Crowston and James Howison for making their software data publicly available."},
	month = {03/2006},
	pages = {36 - 40},
	abstract = {In this paper, we conducted a comparative study of how social organization takes place in a wasp colony and OSS developer communities. Both these systems display similar global organization patterns, such as hierarchies and clear labor divisions. As our analysis shows, both systems also define interacting agent networks with similar common features that reflect limited information sharing among agents. As far as we know, this is the first research study analyzing the patterns and functional significance of these systems{\textquoteright} weighted-interaction networks. By illuminating the extent to which self-organization is responsible for patterns such as hierarchical structure, we can gain insight into the origins of organization in OSS communities.},
	keywords = {agents, decentralization, developers, email, email archives, flossmole, hierarchy, labor division, organization, self-organizing teams, social network analysis, social networks, sourceforge, teams, wasps},
	issn = {1541-1672},
	doi = {10.1109/MIS.2006.34},
	url = {http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.95.5574\&rep=rep1\&type=pdf},
	attachments = {https://flosshub.org/sites/flosshub.org/files/valverde.pdf},
	author = {Valverde, S. and Theraulaz, G. and Gautrais, J. and Fourcassie, V. and Sole, R.V.}
}
@article {1119,
	title = {Strategic Interaction and Knowledge Sharing in the KDE Developer Mailing List},
	journal = {Management Science},
	volume = {52},
	year = {2006},
	note = {"the threaded discussion from the K Desktop Environment (KDE) developer mailing list was used."
March 15 to March 31, 2000.
128 threads selected.
measures: (1) level of participation measured by number of postings made by indiv. devs in a thread
(2) conversational interactivity (how long is a conversation)
(3) cross-thread connectivity},
	month = {07/2006},
	pages = {1031 - 1042},
	abstract = {In stark contrast with the fully participative "bazaar" imagery of open source software (OSS) development, some recent empirical research has pointed out that much of the OSS development is carried out by a small percentage of developers. This raises serious concerns that concentration of development effort on a few will limit knowledge sharing and underutilize the available resources. Using the notion of strategic interaction, this paper argues that individual developers often interact strategically with other highly resourceful developers by forming a smaller but better organized structure to intensify the types of epistemic interactions that matter most to the OSS development. A general framework of strategic interaction including participation inequality, conversational interactivity, and cross-thread connectivity is proposed to examine its impact on knowledge sharing, and validated using 128 discussion threads from the K Desktop Environment (KDE) developer mailing list. The findings indicate that strategic interaction has expanded knowledge sharing but with the caveat that extreme concentration of development could have an opposite effect. For researchers, this study dovetails the incentive logic by proposing and validating the strategic aspects of OSS participation to better understand the collective dynamics underpinning OSS development. Practitioners can use this approach to evaluate and better support existing knowledge-sharing initiatives.},
	keywords = {developers, email, email archives, kde, knowledge collaboration, knowledge sharing, mailing list},
	issn = {1526-5501},
	doi = {10.1287/mnsc.1060.0551},
	author = {Kuk, George}
}
@conference {German:2006:SCP:1137983.1138022,
	title = {A study of the contributors of PostgreSQL},
	booktitle = {Proceedings of the 2006 international workshop on Mining software repositories},
	series = {MSR {\textquoteright}06},
	year = {2006},
	pages = {163{\textendash}164},
	publisher = {ACM},
	organization = {ACM},
	address = {New York, NY, USA},
	abstract = {This report describes some characteristics of the development team of PostgreSQL that were uncovered by analyzing the history of its software artifacts as recorded by the project{\textquoteright}s CVS repository.},
	keywords = {contributions, contributors, cvs, developers, mining challenge, mining software repositories, msr challenge, patches, postgresql, revision history, roles, software evolution, source code, team},
	isbn = {1-59593-397-2},
	doi = {http://doi.acm.org/10.1145/1137983.1138022},
	url = {http://doi.acm.org/10.1145/1137983.1138022},
	attachments = {https://flosshub.org/sites/flosshub.org/files/163AStudyOf.pdf},
	author = {Daniel M. German}
}
@conference {1090,
	title = {A Topological Analysis of the Open Souce Software Development Community},
	booktitle = {Proceedings of the 38th Annual Hawaii International Conference on System Sciences},
	year = {2006},
	note = {"We extracted data from a 2003 data dump obtained from SourceForge. "
roles},
	pages = {1-10},
	publisher = {IEEE},
	organization = {IEEE},
	address = {Big Island, HI, USA},
	abstract = {The fast growth of OSS has increased the interest in studying the composition of the OSS community and its collaboration mechanisms. Moreover, the success of a project may be related to the underlying social structure of the OSS development community. In this paper, we perform a quantitative analysis of Open Source Software developers by studying the entire development community at SourceForge [26]. Statistics and social network properties are explored to find collaborations and the effects of different members in the OSS development community. Small world phenomenon and scale free behaviors are found in the SourceForge development network. These topological properties may potentially explain the success and efficiency of OSS development practices. We also infer from our analysis that weakly associated but contributing co-developers and active users may be an important factor in OSS development.},
	keywords = {contributors, developers, roles, social network analysis, social networks, sourceforge, srda, users},
	doi = {10.1109/HICSS.2005.57},
	url = {http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.132.6830\&rep=rep1\&type=pdf},
	attachments = {https://flosshub.org/sites/flosshub.org/files/xuGao.pdf},
	author = {Jin Xu and Gao, Yongqin and Christley, S. and Madey, G.}
}
@conference {Ohira:2005:ACK:1083142.1083163,
	title = {Accelerating cross-project knowledge collaboration using collaborative filtering and social networks},
	booktitle = {Proceedings of the 2005 international workshop on Mining software repositories},
	series = {MSR {\textquoteright}05},
	year = {2005},
	pages = {111-115},
	publisher = {ACM},
	organization = {ACM},
	address = {New York, NY, USA},
	abstract = {Vast numbers of free/open source software (F/OSS) development projects use hosting sites such as Java.net and SourceForge.net. These sites provide each project with a variety of software repositories (e.g. repositories for source code sharing, bug tracking, discussions, etc.) as a media for communication and collaboration. They tend to focus on supporting rich collaboration among members in each project. However, a majority of hosted projects are relatively small projects consisting of few developers and often need more resources for solving problems. In order to support cross-project knowledge collaboration in F/OSS development, we have been developing tools to collect data of projects and developers at SourceForge, and to visualize the relationship among them using the techniques of collaborative filtering and social networks. The tools help a developer identify {\textquotedblleft}who should I ask?{\textquotedblright} and {\textquotedblleft}what can I ask?{\textquotedblright} and so on. In this paper, we report a case study of applying the tools to F/OSS projects data collected from SourceForge and how effective the tools can be used for helping cross-project knowledge collaboration.},
	keywords = {collaborative filtering, developers, knowledge collaboration, projects, social networks, sourceforge, visualization tool},
	isbn = {1-59593-123-6},
	doi = {http://doi.acm.org/10.1145/1082983.1083163},
	url = {http://doi.acm.org/10.1145/1082983.1083163},
	attachments = {https://flosshub.org/sites/flosshub.org/files/111Accelerating.pdf},
	author = {Ohira, Masao and Ohsugi, Naoki and Ohoka, Tetsuya and Matsumoto, Ken-ichi}
}
@article {1079,
	title = {Are All Open Source Projects Created Equal? Understanding the Sustainability of Open Source Software Development Model},
	journal = {AMCIS 2005 Proceedings},
	number = {435},
	year = {2005},
	note = {uses first 300 most active projects on Sourceforge: {\textquoteright}Our data sample consists of 300 open source software development projects hosted in the Sourceforge.Net. They are the first 300 active projects ranked by Sourceforge.Net....Our dependent variable in the model to measure the success of the projects is the number of downloads. It is an essential variable to show how successful the project is. Generally, more number of downloads means a more successful project. Independent variables include: development status, project lifespan, number of developers, number of messages in the forums, number of mailing list, number of bug report, number of patch report, number of CVS report, number of file releases and also number of news release."},
	abstract = {A very intriguing question in Open Source software (OSS) development is: why there are only a few open source projects succeed, while the majority of projects never do. In this research, we examine the factors that may influence the performance of OSS projects. We particularly focus on the OSS{\textquoteright}s core developers{\textquoteright} role in the project{\textquoteright}s success. Extant research has yet to distinguish core developers and non-core developers from the community at large. The different roles of the core developers and non-core developers in OSS projects{\textquoteright} success still remain unclear. Our research contributes to the literature by separating the core developers from the development forces in general and empirically examining the core developers{\textquoteright} importance. Drawing the evidences from our extensive dataset of 300 open source projects, we demonstrated that core developers{\textquoteright} leadership and project advocation are crucial in determining the fate of the OSS projects. Our research could provide better understanding of OSS sustainability. It could also give practical advice to the OSS community on how to make the project successful.},
	keywords = {contributors, core, developers, downloads, metadata, project success, sourceforge},
	attachments = {https://flosshub.org/sites/flosshub.org/files/LongYuan.pdf},
	author = {Long, J. and Yuan, M.J.}
}
@conference {Robles:2005:DIM:1083142.1083162,
	title = {Developer identification methods for integrated data from various sources},
	booktitle = {Proceedings of the 2005 international workshop on Mining software repositories},
	series = {MSR {\textquoteright}05},
	year = {2005},
	pages = {106-110},
	publisher = {ACM},
	organization = {ACM},
	address = {New York, NY, USA},
	abstract = {Studying a software project by mining data from a single repository has been a very active research field in software engineering during the last years. However, few efforts have been devoted to perform studies by integrating data from various repositories, with different kinds of information, which would, for instance, track the different activities of developers. One of the main problems of these multi-repository studies is the different identities that developers use when they interact with different tools in different contexts. This makes them appear as different entities when data is mined from different repositories (and in some cases, even from a single one). In this paper we propose an approach, based on the application of heuristics, to identify the many identities of developers in such cases, and a data structure for allowing both the anonymized distribution of information, and the tracking of identities for verification purposes. The methodology will be presented in general, and applied to the GNOME project as a case example. Privacy issues and partial merging with new data sources will also be considered and discussed.},
	keywords = {anonymization, bug tracker, developers, email, email address, gnome, identity, mailing list, privacy, source code, version control},
	isbn = {1-59593-123-6},
	doi = {http://doi.acm.org/10.1145/1082983.1083162},
	url = {http://doi.acm.org/10.1145/1082983.1083162},
	attachments = {https://flosshub.org/sites/flosshub.org/files/106DeveloperIdentification.pdf},
	author = {Gregorio Robles and Jesus M. Gonzalez-Barahona}
}
@proceedings {citeulike:3052508,
	title = {Development Success in Open Source Software Projects: Exploring the Impact of Copylefted Licenses},
	year = {2005},
	abstract = {Copyleft prevents the source code of open source software (OSS) from being privately appropriated. The ethos of the OSS movement suggests that volunteer developers may particularly value and contribute to copylefted projects. Based on social movement theory, we hypothesized that copylefted OSS projects are more likely than non-copylefted OSS projects to succeed in the development process, in terms of two key indicators: developer membership and developer productivity. We performed an exploratory study using data from 62 relevant OSS projects spanning an average of three years of development time. We found that copylefted projects were associated with higher developer membership and productivity. This is the first study to empirically test the relationship between copylefted licenses and OSS project success. Implications for OSS project initiators as well as future research directions are discussed.},
	keywords = {contributions, copyleft, developer, developers, membership, productivity, project success, success},
	url = {http://aisel.isworld.org/password.asp?Vpath=AMCIS/2005\&\#38;PDFpath=OSSDAU01-1167.pdf},
	author = {Colazo, Jorge A. and Fang, Yulin and Neufeld, Derrick J.}
}
@article {DBLP:journals/tse/Dinh-TrongB05,
	title = {The FreeBSD Project: A Replication Case Study of Open Source Development},
	journal = {IEEE Trans. Software Eng.},
	volume = {31},
	number = {6},
	year = {2005},
	note = {" we obtained the necessary data from the [FreeBsd] CVS repository, the bug report database, and the e-mail archive. The CVS repository contains all of the code and related documentation that is committed to the project from 1993 until the present. The bug report database contains information describing all reported problems, as well as the status (such as fixed, under test, or open) of each problem. Each bug report is called a PR and assigned a reference number. The e-mail archive contains every e-mail message exchanged between the developers since 1994."

d/l: research.cs.queensu.ca/~ahmed/home/teaching/.../F06/.../free-bsd.pdf},
	pages = {481-494},
	abstract = {Case studies can help to validate claims that open source software development produces higher quality software at lower cost than traditional commercial development. One problem inherent in case studies is external validity{\textemdash}we do not know whether or not results from one case study apply to another development project. We gain or lose confidence in case study results when similar case studies are conducted on other projects. This case study of the FreeBSD project, a long-lived open source project, provides further understanding of open source development. The paper details a method for mining repositories and querying project participants to retrieve key process information. The FreeBSD development process is fairly well-defined with proscribed methods for determining developer responsibilities, dealing with enhancements and defects, and managing releases. Compared to the Apache project, FreeBSD uses 1) a smaller set of core developers{\textemdash}developers who control the code base{\textemdash}that implement a smaller percentage of the system, 2) a larger set of top developers to implement 80 percent of the system, and 3) a more well-defined testing process. FreeBSD and Apache have a similar ratio of core developers to people involved in adapting and debugging the system and people who report problems. Both systems have similar defect densities and the developers are also users in both systems.},
	keywords = {apache, bug reports, contributors, core, cvs, defect density, developers, email, email archive, freebsd, mailing list, scm, source code, users},
	doi = {10.1109/TSE.2005.73},
	attachments = {https://flosshub.org/sites/flosshub.org/files/DinhTrungBieman.pdf},
	author = {Trung T. Dinh-Trong and James M. Bieman}
}
@conference {Stewart:2005:PAI:1042438.1043100,
	title = {A Preliminary Analysis of the Influences of Licensing and Organizational Sponsorship on Success in Open Source Projects},
	booktitle = {Proceedings of the Proceedings of the 38th Annual Hawaii International Conference on System Sciences - Volume 07},
	series = {HICSS {\textquoteright}05},
	year = {2005},
	note = {"Publicly available data on open source projects registered on the Freshmeat website (www.freshmeat.net) was used to test the hypotheses. Data was collected from each project{\textquoteright}s Freshmeat website at the start and end of an eight month period (March - December 2002)."
"We first selected three project categories from which to draw our sample. These were utilities, software development, and games."
"Within these categories we further differentiated between new projects, which had been registered on the site within the two weeks prior to our first data collection point and older projects that had been registered more than two weeks prior to our initial data collection."
},
	month = {2005},
	pages = {1-10},
	publisher = {IEEE Computer Society},
	organization = {IEEE Computer Society},
	address = {Washington, DC, USA},
	abstract = {This paper develops and tests a model of the impact of	licensing restrictiveness	and	organizational sponsorship on the popularity and vitality of open source software (OSS) development projects. Using data gathered from Freshmeat.net and OSS project home pages the main conclusions derived from the analysis are that organizational sponsorship has a positive effect on project popularity by easing user concerns about cost and quality and that license restrictiveness may have a negative effect on popularity by reducing the perceived utility of open source software. Theoretical and practical implications are discussed, and the paper outlines several avenues for future research.},
	keywords = {contributors, developers, freshmeat, license analysis, licensing, metadata, popularity, restrictive, users},
	isbn = {0-7695-2268-8-7},
	doi = {http://dx.doi.org/10.1109/HICSS.2005.38},
	url = {http://dx.doi.org/10.1109/HICSS.2005.38},
	author = {Stewart, Katherine J. and Ammeter, Anthony P. and Maruping, Likoebe M.}
}
@article {springerlink:10.1007/s10606-005-9000-1,
	title = {Socialization in an Open Source Software Community: A Socio-Technical Analysis},
	journal = {Computer Supported Cooperative Work (CSCW)},
	volume = {14},
	year = {2005},
	note = {"I present the results of my analyses of participation patterns in a particular OSS project, used as a case study: Python. More precisely, I use the Open Source Project Browser to qualitatively track and analyze the trajectories of several project members who evolved (or not) into full-fledged participants. This allows me to later discuss how socialization proceeds in an OSS community such as Python"

"Over the course of 2002, I progressively retrieved the entire email archive of python-dev (the developers{\textquoteright} mailing list) and the CVS source tree for the project. "

"I read the entirety of the messages written by these participants and also looked at the software code they produced. There were striking similarities between their progressions over time, which I will de- scribe shortly. Overall the trajectory of these participants reflects successful socialization in Python: an evolution from newcomer to developer."

http://www2.parc.com/csl/members/nicolas/documents/JCSCW-OSS.pdf},
	pages = {323-368},
	publisher = {Springer Netherlands},
	abstract = {Open Source Software (OSS) development is often characterized as a fundamentally new way to develop software. Past analyses and discussions, however, have treated OSS projects and their organization mostly as a static phenomenon. Consequently, we do not know how these communities of software developers are sustained and reproduced over time through the progressive integration of new members. To shed light on this issue I report on my analyses of socialization in a particular OSS community. In particular, I document the relationships OSS newcomers develop over time with both the social and material aspects of a project. To do so, I combine two mutually informing activities: ethnography and the use of software specially designed to visualize and explore the interacting networks of human and material resources incorporated in the email and code databases of OSS. Socialization in this community is analyzed from two perspectives: as an individual learning process and as a political process. From these analyses it appears that successful participants progressively construct identities as software craftsmen, and that this process is punctuated by specific rites of passage. Successful participants also understand the political nature of software development and progressively enroll a network of human and material allies to support their efforts. I conclude by discussing how these results could inform the design of software to support socialization in OSS projects, as well as practical implications for the future of these projects.},
	keywords = {cvs, developers, email, email archive, mailing list, open source project browser, participation, python, scm, source code, team, tools},
	issn = {0925-9724},
	url = {http://dx.doi.org/10.1007/s10606-005-9000-1},
	author = {DUCHENEAUT, NICOLAS}
}
@conference {Kim:2005:UCG:1083142.1083146,
	title = {Using a clone genealogy extractor for understanding and supporting evolution of code clones},
	booktitle = {Proceedings of the 2005 international workshop on Mining software repositories},
	series = {MSR {\textquoteright}05},
	year = {2005},
	pages = {17-23},
	publisher = {ACM},
	organization = {ACM},
	address = {New York, NY, USA},
	abstract = {Programmers often create similar code snippets or reuse existing code snippets by copying and pasting. Code clones {\textemdash}syntactically and semantically similar code snippets{\textemdash}can cause problems during software maintenance because programmers may need to locate code clones and change them consistently. In this work, we investigate (1) how code clones evolve, (2) how many code clones impose maintenance challenges, and (3) what kind of tool or engineering process would be useful for maintaining code clones.
Based on a formal definition of clone evolution, we built a clone genealogy tool that automatically extracts the history of code clones from a source code repository (CVS). Our clone genealogy tool enables several analyses that reveal evolutionary characteristics of code clones. Our initial results suggest that aggressive refactoring may not be the best solution for all code clones; thus, we propose alternative tool solutions that assist in maintaining code clones using clone genealogy information.},
	keywords = {clone, clone detection, cvs, developers, evolution, maintenance, refactoring, source code},
	isbn = {1-59593-123-6},
	doi = {http://doi.acm.org/10.1145/1082983.1083146},
	url = {http://doi.acm.org/10.1145/1082983.1083146},
	attachments = {https://flosshub.org/sites/flosshub.org/files/17Using.pdf},
	author = {Kim, Miryung and Notkin, David}
}
@article {capiluppi:23,
	title = {Improving comprehension and cooperation through code structure},
	journal = {IEE Seminar Digests},
	volume = {2004},
	number = {908},
	year = {2004},
	note = {"In this study we measured source code size in three different forms (LOCs, SLOCs, and Kbs of code)."

"Pilot Project: The ARLA System"
},
	pages = {23-28},
	publisher = {IEE},
	abstract = {Defining a relationship between a software system{\textquoteright}s architecture and the process{\textquoteright} efforts is one of the most fascinating questions of software engineering. Apparently, when a system{\textquoteright}s architecture is complex, the process to improve and evolve it will be more difficult. We try to tackle this question from a different point of view: given an open source system, in all the phases of its evolution, we focus on both the aspects of software developers, and the obtained software product. More we observe one of the possible architectures of this system, based on the tree structure derived from source components. First conclusions show that some patterns of tree evolution are recognizable: some branches may appear more promising than other, and are extensively evolved, while other remains in the same status for all the life cycle. More, when the tree structure reaches some status, the process of joining as a core developer seems to forestall. },
	keywords = {arla, code structure, contributors, developers, open source system, scm, software development, software engineering, software process, software product, software system architecture, source code, source components, tree evolution, tree structure},
	doi = {10.1049/ic:20040260},
	url = {http://link.aip.org/link/abstract/IEESEM/v2004/i908/p23/s1},
	attachments = {https://flosshub.org/sites/flosshub.org/files/capiluppi2004.pdf},
	author = {A. Capiluppi}
}
@conference {1054,
	title = {LASER: a lexical approach to analogy in software reuse},
	booktitle = {International Workshop on Mining Software Repositories (MSR 2004)},
	volume = {2004},
	year = {2004},
	pages = {112 - 116},
	publisher = {IEE},
	organization = {IEE},
	address = {Edinburgh, Scotland, UK},
	abstract = {Software reuse is the process of creating a software system from existing software components, rather than creating it from scratch. With the increase in size and complexity of existing software repositories, the need to provide intelligent support to the programmer becomes more pressing. An analogy is a comparison of certain similarities between things which are otherwise unlike. This concept has shown to be valuable in developing UML-level reuse techniques. In the LASER project we apply lexically-driven Analogy at the code level, rather than at the UML-level, in order to retrieve matching components from a repository of existing components. Using the lexical ontology Word-Net, we have conducted a case study to assess if class and method names in open source applications are used in a semantically meaningful way. Our results demonstrate that both hierarchical reuse and parallel reuse can be enhanced through the use of lexically-driven Analogy.},
	keywords = {class, developers, functions, jrefactory, method, naming, natural language, reuse, source code, wordnet},
	doi = {10.1049/ic:20040487},
	attachments = {https://flosshub.org/sites/flosshub.org/files/112LASER.pdf},
	author = {Amin, R. and Mel O Cinneide and Veale, Tony}
}
@conference {flosswp180,
	title = {Towards a Portfolio of FLOSS project Success Measures},
	booktitle = {Workshop on Open Source Software Engineering, International Conference on Software Engineering},
	year = {2004},
	month = {May},
	abstract = {Project success is one of the most widely used dependent variables in information systems research. However, conventional measures of project success are difficult to apply to Free/Libre Open Source Software projects. In this paper, we present an analysis of four measures of success applied to SourceForge projects: number of members of the extended development community, project activity, bug fixing time and number of downloads. We argue that these four measures provide different insights into the collaboration and control mechanisms of the projects.},
	keywords = {bug fixing, developers, downloads, project success, sourceforge, team, team size},
	attachments = {https://flosshub.org/sites/flosshub.org/files/crowston04towards.pdf},
	author = {Kevin Crowston and Hala Annabi and Howison, James and Chengetai Masango}
}
@article {flosswp103,
	title = {Contributing to the common pool resources in Open Source software. A comparison between individuals and firms},
	year = {2003},
	month = {August},
	abstract = {This paper studies the contributions to Open Source projects of software firms. Our goal is to analyse whether they follow the same regularities that characterize the behaviour of individual programmers. An exhaustive empirical analysis is carried out using data on project membership, project coordination and contribution efforts of 146 Italian firms that do business with Open Source software. We follow a meta-analytic approach comparing our findings with the results of the surveys conducted on Free Software programmers. Moreover, the availability of the data gathered by Hertel et al. (2003) on 141 developers of the Linux kernel will allow direct comparisons between the two sets.},
	keywords = {developers, linux, linux kernel, Survey},
	attachments = {https://flosshub.org/sites/flosshub.org/files/bnaccorsirossidevelopers.pdf},
	author = {Andrea Bonaccorsi}
}
@article {2003,
	title = {From a Firm-Based to a Community-Based Model of Knowledge Creation: The Case of the Linux Kernel Development},
	journal = {Organization Science},
	volume = {14},
	number = {6},
	year = {2003},
	note = {"we study the Linux development community mainly by analyzing the artifacts that the Linux developers have produced. A key output of knowledge creation activities is the artifacts. The most important artifact, of course, is the Linux operating system source code."
"Along with the source code, a "Credits" text file and a "MAINTAINERS" text file are distributed to the users."
"An equally important artifact is the development activities archived in the Linux-kernel mailing list"..."Using the weekly Linux-kernel email archive for years 1995 to 2000 as a key source of data, we focus on people who have sent at least one email to the Linux-kernel mailing list. "
"In addition, we examine the developers{\textquoteright} demographic distributions, working patterns, and motivations by analyzing the raw data from an on-line survey"},
	pages = {pp. 633-649},
	publisher = {INFORMS},
	abstract = {We propose a new model of knowledge creation in purposeful, loosely coordinated, distributed systems, as an alternative to a firm-based one. Specifically, using the case of the Linux kernel development project, we build a model of community-based, evolutionary knowledge creation to study how thousands of talented volunteers, dispersed across organizational and geographical boundaries, collaborate via the Internet to produce a knowledge-intensive, innovative product of high quality. By comparing and contrasting the Linux model with the traditional/commercial model of software development and firm-based knowledge creation efforts, we show how the proposed model of knowledge creation expands beyond the boundary of the firm. Our model suggests that the product development process can be effectively organized as an evolutionary process of learning driven by criticism and error correction. We conclude by offering some theoretical implications of our community-based model of knowledge creation for the literature of organizational learning, community life, and the uses of knowledge in society.},
	keywords = {credits, developers, email, email archives, knowledge creation, linux kernel, mailing list, maintainers, scm, source code, Survey, Volunteers},
	issn = {10477039},
	url = {http://www.jstor.org/stable/4135125},
	author = {Lee, Gwendolyn K. and Cole, Robert E.}
}
@article {123,
	title = {Open source software development and Lotka{\textquoteright}s Law: Bibliometric patterns in programming},
	journal = {Journal of the American Society for Information Science and Technology},
	volume = {54},
	number = {2},
	year = {2003},
	note = {"Two lead- ing metadata repositories are the Linux Software Map (LSM) and Sourceforge, both of which were used for this research."
"For this article, we examined data listing the number of registered developers for each software project hosted by Sourceforge."
"The data we obtained from the LSM collection were taken mainly from the Author: field of LSM records. The Author: field in LSM records gives us the ability to track the author of record for a software package. LSM metadata also include a list of maintainers, primary software distribution sites, date of update and other items."
"The data we obtained from Sourceforge consist of a list of developer ID numbers, followed by the number of projects on which the individual is listed as a developer, then the number of projects on which the individual is listed as an administrator. These data were provided for all 33,892 individuals registered to work on projects hosted by Sourceforge in July 2001."},
	pages = {169-178},
	abstract = {This research applies Lotka{\textquoteright}s Law to metadata on open source software development. Lotka{\textquoteright}s Law predicts the proportion of authors at different levels of productivity. Open source software development harnesses the creativity of thousands of programmers worldwide, is important to the progress of the Internet and many other computing environments, and yet has not been widely researched. We examine metadata from the Linux Software Map (LSM), which documents many open source projects, and Sourceforge, one of the largest resources for open source developers. Authoring patterns found are comparable to prior studies of Lotka{\textquoteright}s Law for scientific and scholarly publishing. Lotka{\textquoteright}s Law was found to be effective in understanding software development productivity patterns, and offer promise in predicting aggregate behavior of open source developers.},
	keywords = {developers, linux, linux software map, lsm, sourceforge, team size},
	doi = {10.1002/asi.10177},
	author = {Newby, G. B. and Greenberg, J. and Jones, P.}
}
@conference {Ye:2003:TUM:776816.776867,
	title = {Toward an understanding of the motivation Open Source Software developers},
	booktitle = {Proceedings of the 25th International Conference on Software Engineering},
	series = {ICSE {\textquoteright}03},
	year = {2003},
	note = {"Analyzing the emails sent to the mailing fist is one way of understanding the structure of the community."
"Table 2 displays the number of code contributions made by members to the GIMP system and the defined roles of those contributing members. We counted the number of contributions made by each person by analyzing the change log of the system."},
	pages = {419{\textendash}429},
	publisher = {IEEE Computer Society},
	organization = {IEEE Computer Society},
	address = {Washington, DC, USA},
	abstract = {An Open Source Software (OSS) project is unlikely to be successful unless there is an accompanied community that provides the platform for developers and users to collaborate. Members of such communities are volunteers whose motivation to participate and contribute is of essential importance to the success of OSS projects. In this paper, we aim to create an understanding of what motivates people to participate in OSS communities. We theorize that learning is one of the motivational forces. Our theory is grounded in the learning theory of Legitimate Peripheral Participation, and is supported by analyzing the social structure of OSS communities and the co-evolution between OSS systems and communities. We also discuss practical implications of our theory for creating and maintaining sustainable OSS communities as well as for software engineering research and education.},
	keywords = {change log, COMMUNITY, contributions, contributors, developers, email, email archives, evolution, gimp, log files, mailing list, roles, source code},
	isbn = {0-7695-1877-X},
	url = {http://portal.acm.org/citation.cfm?id=776816.776867},
	attachments = {https://flosshub.org/sites/flosshub.org/files/YeKishida.pdf},
	author = {Ye, Yunwen and Kishida, Kouichi}
}
@conference {1160,
	title = {Adopting OSS Methods by Adopting OSS Tools},
	booktitle = {Proceedings of the 2nd ICSE Workshop on Open Source},
	year = {2002},
	abstract = {The open source movement has created and used a set of software engineering tools with features that fit the characteristics of open source development processes. To a large extent, the open source culture and methodology are conveyed to new developers via the toolset itself, and through the demonstrated usage of these tools on existing projects. The rapid and wide adoption of open source tools stands in stark contrast to the difficulties encountered in adopting traditional CASE tools. This paper explores the characteristics that make these tools adoptable and how adopting them may influence software development processes.},
	keywords = {ant, argouml, bugzilla, cactus, cvs, developers, eclipse, emacs, email, faq, junit, mailing lists, make, netbeans, package management, rpm, scarab, subversion, teams, tools, torque, WORK},
	attachments = {https://flosshub.org/sites/flosshub.org/files/Robbins.pdf},
	author = {Robbins, Jason E.}
}
@article {flosswp40,
	title = {Cave or Community? An Empirical Examination of 100 Mature Open Source Projects},
	journal = {First Monday},
	volume = {7},
	number = {6},
	year = {2002},
	note = {The author conducts an empirical study of the top 100 mature projects on SourceForge.net to develop an understanding of the F/OSS community. The author sought empirical evidence that would help us understand which is more common- the cave (i.e., lone producer) or the community in F/OSS development. Some key findings include: first, most F/OSS programs are developed by individuals, rather than communities. Second, most OSS programs do not generate a lot of discussion. Third, products with more developers tend to be viewed and downloaded more often. Fourth, the number of developers associated with a project is unrelated to the age of the project.},
	month = {06/2002},
	abstract = {Starting with Eric Raymond{\textquoteright}s groundbreaking work, "The Cathedral and the Bazaar", open-source software (OSS) has commonly been regarded as work produced by a community of developers. Yet, given the nature of software programs, one also hears of developers with no lives that work very hard to achieve great product results. In this paper, I sought empirical evidence that would help us understand which is more common - the cave (i.e., lone producer) or the community. Based on a study of the top 100 mature products on Sourceforge, I find a few surprising things. First, most OSS programs are developed by individuals, rather than communities. The median number of developers in the 100 projects I looked at was 4 and the mode was 1 - numbers much lower than previous numbers reported for highly successful projects! Second, most OSS programs do not generate a lot of discussion. Third, products with more developers tend to be viewed and downloaded more often. Fourth, the number of developers associated with a project was positively correlated to the age of the project. Fifth, the larger the project, the smaller the percent of project administrators.},
	keywords = {age, contributors, developers, project success, registration, sourceforge},
	attachments = {https://flosshub.org/sites/flosshub.org/files/krishnamurthy.pdf},
	author = {Sandeep Krishnamurthy}
}
@conference {stewart2002an-explorat,
	title = {An Exploratory Study of Factors Influencing the Level of Vitality and Popularity of Open Source Projects},
	booktitle = {ICIS 2002. Proceedings of International Conference on Information Systems 2002},
	year = {2002},
	note = {"We are currently tracking publicly available data on 240 open source projects registered on the freshmeat Website." "First, we randomly selected a total of 120 projects from the utilities, software development, and games and entertainment areas. We then selected 120 projects from these forums that had been registered on the site during the two weeks prior to the start of our data collection effort."},
	month = {2002},
	pages = {1-5},
	abstract = {In this research, we ask the question: What differentiates successful from unsuccessful open source software projects? Using a sample of 240 open source projects, we examine how organizational sponsorship, target audience (developer versus end user), license choice, and development status interact over time to influence the extent to which open source software projects attract user attention and developer activity.},
	keywords = {activity, audience, developers, freshmeat, license analysis, licenses, organizational sponsorship, project success, roles, status, target audience, users},
	author = {Stewart, Katherine J. and Ammeter, Tony}
}
@inbook {Madey_Freeh_Tynan_2002,
	title = {The open source software development phenomenon: An analysis based on social network theory},
	booktitle = {Proceedings of the Eighth Americas Conference on Information Systems},
	year = {2002},
	pages = {1806{\textendash}1813},
	abstract = {The OSS movement is a phenomenon that challenges many traditional theories in economics, software engineering, business strategy, and IT management. Thousands of software programmers are spending tremendous amounts of time and effort writing and debugging software, most often with no direct monetary compensation. The programs, some of which are extremely large and complex, are written without the benefit of traditional project management, change tracking, or error checking techniques. Since the programmers are working outside of a traditional organizational reward structure, accountability is an issue as well. A significant portion of internet e-commerce runs on OSS, and thus many firms have little choice but to trust mission-critical e-commerce systems to run on such software, requiring IT management to deal with new types of socio-technical problems. A better understanding of how the OSS community functions may help IT planners make more informed decisions and develop more effective strategies for using OSS software. We hypothesize that open source software development can be modeled as self-organizing, collaboration, social networks. We analyze structural data on over 39,000 open source projects hosted at SourceForge.net involving over 33,000 developers. We define two software developers to be connected part of a collaboration social network if they are members of the same project, or are connected by a chain of connected developers. Project sizes, developer project participation, and clusters of connected developers are analyzed. We find evidence to support our hypothesis, primarily in the presence of power-law relationships on project sizes (number of developers per project), project membership (number of projects joined by a developer), and cluster sizes. Potential implications for IT researchers, IT managers, and governmental policy makers are discussed.},
	keywords = {developers, social network analysis, social networks, sourceforge},
	url = {http://ais.bepress.com/cgi/viewcontent.cgi?article=1606\&context=amcis2002},
	attachments = {https://flosshub.org/sites/flosshub.org/files/MadeyFreehAmcis2002.pdf},
	author = {Madey, G. and Freeh, V and Tynan, R}
}
@article {flosswp63,
	title = {The Scope of Open Source Licensing},
	journal = {Journal of Law, Economics and Organization},
	volume = {21},
	number = {1},
	year = {2002},
	month = {2005},
	pages = {20-56},
	abstract = {This paper is an initial exploration of the determinants of open source license choice. It first enumerates the various considerations that should figure into the licensor{\textquoteright}s choice of contractual terms, in particular highlighting how the decision is shaped not just by the preferences of the licensor itself, but also by that of the community of developers. The paper then presents an empirical analysis of the determinants of license choice using the SourceForge database, a compilation of nearly 40,000 open source projects. Projects geared toward end-users tend to have restrictive licenses, while those oriented toward developers are less likely to do so. Projects that are designed to run on commercial operating systems and those geared towards the Internet are less likely to have restrictive licenses. Finally, projects that are likely to be attractive to consumers such as games are more likely to have restrictive licenses.},
	keywords = {developers, license, licenses, permissive, restrictive, sourceforge},
	attachments = {https://flosshub.org/sites/flosshub.org/files/lernertirole2.pdf},
	author = {Josh Lerner and Jean Tirole}
}
@conference {Madey02understandingoss,
	title = {Understanding oss as a self-organizing process},
	booktitle = {In The 2nd Workshop on Open Source Software Engineering at the 24th International Conference on Software Engineering (ICSE2002},
	year = {2002},
	abstract = {We hypothesize that open source software development can be modeled as self-organizing, collaboration, social networks. We analyze structural data on over 39,000 open source projects hosted at SourceForge.net. We define two software developers to be connected {\textemdash} part of a collaboration social network {\textemdash} if they are members of the same project, or are connected by a chain of connected developers. Project sizes, developer project participation, and clusters of connected developers are analyzed. We find evidence to support our hypothesis, primarily in the presence of power-law relationships on project sizes (number of developers per project), project membership (number of projects joined by a developer), and cluster sizes.},
	keywords = {developers, size, social network analysis, social networks, sourceforge},
	attachments = {https://flosshub.org/sites/flosshub.org/files/MadeyFreehTynan.pdf},
	author = {Madey, G. and Freeh, V and Tynan, R}
}
@conference {1157,
	title = {Why Do Developers Contribute to Open Source Projects? First Evidence of Economic Incentives},
	booktitle = {Proceedings of the 2nd ICSE Workshop on Open Source},
	year = {2002},
	note = {"The data for this research come from two primary sources: Apache project archives and a targeted survey of Apache participants. Archival data are open source project artifacts such as email and source code archives, source code version control meta-data and developer web sites."},
	abstract = {The availability of commercial quality, free software products such as the Apache HTTP (web) server or the Linux operating system has focused significant attention on the open source development process by which these products were created. One of the more perplexing aspects of open source software projects is why developers freely devote their time and energy to these projects. While many open source participants cite idealistic motives for participation, Lerner and Tirole (2000) argue that developer participation in open source projects may, in part, be explained by existing economic theory regarding career concerns. This research seeks to confirm or disconfirm the existence of economic returns to participation in open source development. Preliminary results of our empirical investigation suggest that greater open source participation per se, as measured in contributions made, does not lead to wage increases. However, a higher status in a merit-based ranking within the Apache Project does lead to significantly higher wages. This suggests that employers do not reward the gain in experience through open source participation as an increase in human capital. The results are also consistent with the notion that a high rank within the Apache Software Foundation is a credible signal of the productive capacity of a programmer.},
	keywords = {apache, contributions, cvs, developers, ECONOMICS, email, email archives, financial, Human capital, mailing list, MOTIVATION, participation, source code, version control},
	attachments = {https://flosshub.org/sites/flosshub.org/files/HannRobertsSlaughterFielding.pdf},
	author = {Il-Horn Hann and Jeff Roberts and Sandra Slaughter and Roy Fielding}
}
@conference {1139,
	title = {Open Source Development: An Arthurian Legend},
	booktitle = {1st Workshop on Open Source Software Engineering at ICSE 2001},
	year = {2001},
	abstract = {OSSD (Open Source Software Development) achieves remarkable success in delivering complex software systems {\textendash} systems which are incredibly reliable and robust {\textendash} in a short amount of time and without even paying anyone! Naturally, in the face of this success, organizations are interested in seeing if the mechanisms behind OSSD success can be migrated into their own practices, hopefully improving their systems and their productivity.
In this paper, we look (lighthearted at first) at the motivations behind those involved in OSSD and describe the problems that need to be overcome if OSSD-type practices can be migrated into traditional organizations.},
	keywords = {commercial software, developers, MOTIVATION},
	attachments = {https://flosshub.org/sites/flosshub.org/files/cook.pdf},
	author = {Cook, J.}
}
@conference {1145,
	title = {Reputation Layers for Open-Source Development},
	booktitle = {1st Workshop on Open Source Software Engineering at ICSE 2001},
	year = {2001},
	keywords = {currency, developers, MOTIVATION, reputation},
	attachments = {https://flosshub.org/sites/flosshub.org/files/masum.pdf},
	author = {Hasan Masum}
}
@article {flosswp26,
	title = {A Case Study of Open Source Software Development: The Apache Server},
	journal = {Proceedings of the International Conference on Software Engineering (ICSE 2000)},
	year = {2000},
	note = {We used the following archival sources of data:
Developer email list (EMAIL).
Concurrent Version Control archive (CVS).
Problem reporting database (BUGDB).},
	month = {June},
	abstract = {According to its proponents, open source style software development has the capacity to compete successfully, and perhaps in many cases displace, traditional commercial development methods. We examine the development process of a major open source application, the Apache web server. By using email archives of source code change history and problem reports we quantify aspects of developer participation, core team size, code ownership, productivity, defect density, and problem resolution interval for this OSS project. This analysis reveals a unique process, which performs well on important measures.},
	keywords = {apache, bug fix revisions, bugs, core, cvs, defect density, developers, email archives, participation, productivity, revision control, revision history, roles, scm, source code, team size},
	attachments = {https://flosshub.org/sites/flosshub.org/files/mockusapache.pdf},
	author = {Audris Mockus and Roy Fielding and Herbsleb, James}
}
