VanAntwerpM042013D.pdf (27 MB)
Temporal and Topological Analysis of Open Source Software Networks
thesis
posted on 2013-04-19, 00:00 authored by Matthew Van AntwerpThis document presents work examining Open Source Software (OSS) project and developer networks, built from Concurrent Versions System (CVS) log data, from topological and temporal perspectives. Statistical analysis, visualizations, and comparison of two major OSS communities are presented. One aspect of this study is the nature of developer ties, how repeat ties affect long-term project popularity and development on SourceForge, as well as the distributions of various temporal measurements. Lastly, we examine evolutionary trends of the collaboration network. Network slices in yearly increments are analyzed to determine how centralities change from year to year, where new developers and projects join the network, and the change in modularity and number of communities in each network.
History
Date Modified
2017-06-05Defense Date
2013-04-12Research Director(s)
Dr. Gregory MadeyCommittee Members
Dr. Zoltan Toroczkai Dr. Peter Kogge Dr. Christian PoellabauerDegree
- Doctor of Philosophy
Degree Level
- Doctoral Dissertation
Language
- English
Alternate Identifier
etd-04192013-160349Publisher
University of Notre DameProgram Name
- Computer Science and Engineering
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