Automated classification of software change messages by semi-supervised Latent Dirichlet Allocation.
Ying FuMeng YanXiaohong ZhangLing XuDan YangJeffrey D. KymerPublished in: Inf. Softw. Technol. (2015)
Keyphrases
- latent dirichlet allocation
- automated classification
- semi supervised
- topic models
- generative model
- topic modeling
- topic discovery
- lda model
- probabilistic latent semantic analysis
- latent topics
- gibbs sampling
- variational bayesian inference
- latent topic models
- semi supervised learning
- variational inference
- text mining
- supervised learning
- pairwise
- multi view
- labeled data
- probabilistic topic models
- graphical models
- latent topic model
- active learning
- hierarchical bayesian model
- probabilistic model
- pattern recognition
- prior knowledge
- information extraction
- unsupervised learning
- databases