Sentiment-topic modeling in text mining.
Chenghua LinEbuka IbekeAdam Z. WynerFrank GuerinPublished in: WIREs Data Mining Knowl. Discov. (2015)
Keyphrases
- topic modeling
- text mining
- opinion mining
- sentiment analysis
- topic models
- information retrieval and extraction
- text classification
- text documents
- sentiment classification
- latent dirichlet allocation
- modeling framework
- natural language processing
- opinion summarization
- information extraction
- machine learning
- text analysis
- biomedical literature
- knowledge discovery
- document clustering
- text corpora
- data analysis
- data mining
- topic extraction
- scientific articles
- latent topics
- relevance ranking
- active learning
- document classification
- information retrieval
- named entities
- news articles
- probabilistic topic models
- image classification
- collaborative filtering
- prior knowledge
- neural network