Predicting future developer behavior in the IDE using topic models.
Kostadin DamevskiHui ChenDavid C. ShepherdNicholas A. KraftLori L. PollockPublished in: ICSE (2018)
Keyphrases
- topic models
- predicting future
- latent dirichlet allocation
- topic modeling
- text mining
- co occurrence
- generative model
- latent variables
- latent topics
- probabilistic model
- latent topic models
- text documents
- text corpora
- relevance model
- gibbs sampling
- artificial intelligence
- document collections
- prior knowledge
- variational inference
- development environments
- lda model
- probabilistic topic models
- clustering algorithm