Validating the Use of Topic Models for Software Evolution.
Stephen W. ThomasBram AdamsAhmed E. HassanDorothea BlosteinPublished in: SCAM (2010)
Keyphrases
- topic models
- software evolution
- latent dirichlet allocation
- topic modeling
- software maintenance
- software systems
- reverse engineering
- source code
- mining software repositories
- software architecture
- text mining
- software development
- probabilistic model
- co occurrence
- text documents
- latent topic models
- generative model
- software repositories
- latent variables
- gibbs sampling
- software engineering
- latent topics
- artificial intelligence
- knowledge management
- probabilistic topic models
- relevance model
- open source
- pitman yor process