SocialTransfer: cross-domain transfer learning from social streams for media applications.
Suman Deb RoyTao MeiWenjun ZengShipeng LiPublished in: ACM Multimedia (2012)
Keyphrases
- cross domain
- transfer learning
- knowledge transfer
- learning tasks
- domain adaptation
- sentiment classification
- labeled data
- cross domain text classification
- data streams
- machine learning
- target domain
- cross domain learning
- reinforcement learning
- semi supervised learning
- text categorization
- multi task
- text classification
- collaborative filtering
- active learning
- multimedia
- machine learning algorithms
- learning algorithm
- transfer knowledge
- unlabeled data
- semi supervised
- information retrieval
- knn
- cross lingual
- knowledge discovery
- prior knowledge
- decision trees