TopicXP: Exploring topics in source code using Latent Dirichlet Allocation.
Trevor SavageBogdan DitMalcom GethersDenys PoshyvanykPublished in: ICSM (2010)
Keyphrases
- source code
- latent dirichlet allocation
- topic models
- topic modeling
- open source
- generative model
- software systems
- topic discovery
- latent topics
- lda model
- gibbs sampling
- software projects
- software maintenance
- high level
- software evolution
- text mining
- probabilistic model
- variational bayesian inference
- software repositories
- probabilistic topic models
- latent topic models
- natural language processing
- hidden markov models
- support vector
- artificial intelligence
- text files
- source files