Graph-based analysis and prediction for software evolution

@article{Bhattacharya2012GraphbasedAA,
  title={Graph-based analysis and prediction for software evolution},
  author={Pamela Bhattacharya and Marios Iliofotou and Iulian Neamtiu and Michalis Faloutsos},
  journal={2012 34th International Conference on Software Engineering (ICSE)},
  year={2012},
  pages={419-429}
}
We exploit recent advances in analysis of graph topology to better understand software evolution, and to construct predictors that facilitate software development and maintenance. Managing an evolving, collaborative software system is a complex and expensive process, which still cannot ensure software reliability. Emerging techniques in graph mining have revolutionized the modeling of many complex systems and processes. We show how we can use a graph-based characterization of a software system… CONTINUE READING
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The Anatomy of a Large-Scale Hypertextual Web Search Engine

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