Studying software evolution using topic models.
Stephen W. ThomasBram AdamsAhmed E. HassanDorothea BlosteinPublished in: Sci. Comput. Program. (2014)
Keyphrases
- topic models
- software evolution
- latent dirichlet allocation
- topic modeling
- source code
- reverse engineering
- software maintenance
- software systems
- mining software repositories
- text documents
- text mining
- software architecture
- gibbs sampling
- probabilistic model
- software development
- latent topic models
- latent variables
- co occurrence
- generative model
- software engineering
- latent topics
- software repositories
- machine learning
- hierarchical bayesian model
- relevance model
- database
- statistical topic models
- probabilistic latent semantic analysis
- case study
- data analysis
- visual recognition
- prior knowledge
- knowledge discovery
- information extraction
- open source
- knowledge management
- distributed systems