MSR4SM: Using topic models to effectively mining software repositories for software maintenance tasks.
Xiaobing SunBixin LiHareton K. N. LeungBin LiYun LiPublished in: Inf. Softw. Technol. (2015)
Keyphrases
- software maintenance
- topic models
- software evolution
- mining software repositories
- source code
- software engineering
- latent dirichlet allocation
- topic modeling
- software systems
- software artifacts
- hierarchical bayesian model
- reverse engineering
- maintenance activities
- software development and maintenance
- latent topic models
- probabilistic model
- co occurrence
- software engineers
- software development
- software repositories
- latent topics
- text documents
- generative model
- software projects
- text mining
- open source
- knowledge discovery
- natural language
- probabilistic topic models
- machine learning
- database
- transfer learning
- visual recognition
- cooperative
- bayesian networks
- high level
- artificial intelligence
- statistical topic models