Data Mining Behavioral Transitions in Open Source Repositories

TitleData Mining Behavioral Transitions in Open Source Repositories
Publication TypeConference Proceedings
Year of Publication2015
AuthorsRobinson, W, Deng, T
Secondary TitleHawaii International Conference on System Sciences 48
Pagination5280-5289
PublisherIEEE
Abstract

Open-source repository data can be automatically mined
using sequence mining methods to provide high-level
feedback on project status. GitHub.com projects are
acquired, sequence-mined, clustered, and regressed to
analyze project characteristics. Such results can be presented
to project managers, as part of a display generated by an
automated monitoring system. Such monitoring systems
provide high-level feedback in real-time. This project is a
preliminary step in a larger research project aimed at
understanding and monitoring FLOSS projects using this
process modeling approach.

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