How to effectively use topic models for software engineering tasks? an approach based on genetic algorithms.
Annibale PanichellaBogdan DitRocco OlivetoMassimiliano Di PentaDenys PoshyvanykAndrea De LuciaPublished in: ICSE (2013)
Keyphrases
- topic models
- software engineering
- genetic algorithm
- topic modeling
- latent dirichlet allocation
- latent topics
- text documents
- text mining
- co occurrence
- latent variables
- hierarchical bayesian model
- variational inference
- probabilistic model
- generative model
- relevance model
- latent topic models
- artificial intelligence
- data mining
- author topic model
- prior knowledge
- probabilistic latent semantic analysis
- transfer learning
- probabilistic topic models
- feature selection
- learning algorithm