Cross-Domain Sentiment Classification via Polarity-Driven State Transitions in a Markov Model.
Giacomo DomeniconiGianluca MoroAndrea PagliaraniRoberto PasoliniPublished in: IC3K (2015)
Keyphrases
- sentiment classification
- cross domain
- markov model
- state transitions
- state transition
- markov chain
- hidden markov models
- domain adaptation
- opinion mining
- cross domain text classification
- transfer learning
- sentence level
- knowledge transfer
- statistical model
- sentiment polarity
- markov networks
- text categorization
- target domain
- information retrieval
- state space
- learning tasks
- product reviews
- nearest neighbor
- positive or negative
- knowledge representation
- similarity measure