Examining the relationship between topic model similarity and software maintenance.
Scott GrantJames R. CordyPublished in: CSMR-WCRE (2014)
Keyphrases
- software maintenance
- topic models
- topic modeling
- latent dirichlet allocation
- software systems
- software engineering
- reverse engineering
- co occurrence
- source code
- probabilistic model
- generative model
- text documents
- similarity measure
- latent topics
- maintenance activities
- text mining
- semantic similarity
- software development and maintenance
- latent variables
- variational inference
- software development
- baseline models
- gibbs sampling
- probabilistic topic models
- case study
- word pairs
- text corpora
- software projects
- open source
- bayesian inference
- generative process
- artificial intelligence
- latent topic model
- author topic model