A survey on the use of topic models when mining software repositories.
Tse-Hsun ChenStephen W. ThomasAhmed E. HassanPublished in: Empir. Softw. Eng. (2016)
Keyphrases
- topic models
- mining software repositories
- software engineering
- software evolution
- source code
- latent dirichlet allocation
- topic modeling
- probabilistic model
- text mining
- text documents
- software repositories
- generative model
- latent variables
- co occurrence
- latent topics
- software maintenance
- relevance model
- software systems
- database
- text corpora
- gibbs sampling
- image segmentation
- software architecture
- probabilistic latent semantic analysis
- software projects
- data analysis
- information retrieval