ActNeT: Active Learning for Networked Texts in Microblogging.
Xia HuJiliang TangHuiji GaoHuan LiuPublished in: SDM (2013)
Keyphrases
- active learning
- short text
- learning strategies
- selective sampling
- social media
- text documents
- semi supervised
- learning process
- training set
- active learning strategies
- annotation effort
- social networks
- learning algorithm
- labeled data
- data sets
- cost sensitive
- music emotion classification
- training examples
- natural language text
- experimental design
- transfer learning
- semi supervised learning
- supervised learning
- relevance feedback
- random sampling
- natural language generation
- batch mode
- recommender systems
- legal texts
- natural language
- multimedia
- imbalanced data classification
- information retrieval