Batch Active Learning for Text Classification and Sentiment Analysis.
Marko SahanVáclav SmídlRadek MarikPublished in: CCRIS (2022)
Keyphrases
- sentiment analysis
- text classification
- active learning
- batch mode
- machine learning
- sentiment classification
- opinion mining
- labeled data
- feature selection
- bag of words
- text mining
- text categorization
- semi supervised
- unlabeled data
- transfer learning
- n gram
- learning algorithm
- supervised learning
- selective sampling
- text documents
- sentence level
- online reviews
- training set
- multi aspect
- product reviews
- user generated
- multi label
- relevance feedback
- public opinion
- semi supervised learning
- semantic features
- product features
- association rules
- language modeling
- information extraction
- collaborative filtering
- co occurrence
- query expansion