Concepedia

A survey on the use of topic models when mining software repositories

Tse-Hsun Chen, Stephen W. Thomas, Ahmed E. Hassan

Empirical Software Engineering · 2015 · 193 citations · 234 references

Concepts

ComputingComputer ScienceInformation TechnologyData MiningInformation RetrievalSoftware EngineeringLanguage ModelsRetrieval ModelsSoftware MetricsSoftware ModelingSoftware Process ModelsTopic ModelingHierarchical Topic ModelsRepository MiningSoftware Repository MiningStructural Topic ModelsTopic Discovery

References

234

Latent dirichlet allocation

David M. Blei, Andrew Y. Ng, Michael I. Jordan · Journal of Machine Learning Research · 2003 · 27K citations

Computing, Computer Science, Computational Linguistics +6

George A. Miller · Communications of the ACM · 1995 · 14.1K citations · Full text

Language Studies, Computer Science, Linguistics +16

Indexing by latent semantic analysis

Scott Deerwester, Susan Dumais, George W. Furnas et al. · Journal of the American Society for Information Science · 1990 · 12.8K citations

Computing, Computer Science, Information Retrieval +13

Introduction to information retrieval

Choice Reviews Online · 2009 · 12.6K citations

Computing, Computer Science, Information Retrieval +16

Independent component analysis, A new concept?

Pierre Comon · Signal Processing · 1994 · 8.2K citations · Full text

Natural Sciences, Data Science, Complex Systems +6