Intuitive Topic Discovery by Incorporating Word-Pair's Connection Into LDA.
Dandan ZhuYusuke FukazawaEleftherios KarapetsasJun OtaPublished in: Web Intelligence (2012)
Keyphrases
- topic discovery
- topic models
- word pairs
- latent dirichlet allocation
- text analysis
- topic modeling
- latent semantic analysis
- text mining
- lda model
- latent variables
- probabilistic model
- text documents
- text classification
- generative model
- text corpora
- semantic similarity
- co occurrence
- gibbs sampling
- semantic relations
- linear discriminant analysis