Using Topic Models to Support Software Maintenance.
Scott GrantJames R. CordyDavid B. SkillicornPublished in: CSMR (2012)
Keyphrases
- software maintenance
- topic models
- topic modeling
- latent dirichlet allocation
- reverse engineering
- software engineering
- software systems
- maintenance activities
- text mining
- latent topics
- text documents
- gibbs sampling
- software projects
- latent variables
- probabilistic model
- generative model
- association rules
- image segmentation
- latent topic models
- probabilistic topic models
- software development and maintenance
- data mining
- image classification
- source code
- co occurrence
- collaborative filtering
- multi agent systems
- machine learning