ETM: Entity Topic Models for Mining Documents Associated with Entities.
Hyungsul KimYizhou SunJulia HockenmaierJiawei HanPublished in: ICDM (2012)
Keyphrases
- statistical topic models
- topic models
- text mining
- topic modeling
- text documents
- named entities
- latent dirichlet allocation
- text streams
- news articles
- latent topics
- multi label
- topic discovery
- generative model
- probabilistic topic models
- co occurrence
- probabilistic model
- knowledge discovery
- latent variables
- information extraction
- text corpora
- document classification
- data mining
- document clustering
- text classification
- text analysis
- image classification
- entity ranking
- information retrieval
- lda model
- prior knowledge
- text categorization
- natural language processing