Document annotation by active learning techniques.
Loïc LecerfBoris ChidlovskiiPublished in: ACM Symposium on Document Engineering (2006)
Keyphrases
- active learning
- annotation effort
- training examples
- machine learning
- selective sampling
- information retrieval systems
- learning algorithm
- training set
- supervised learning
- document images
- random sampling
- semi supervised
- information retrieval
- learning strategies
- experimental design
- learning process
- keywords
- text documents
- document retrieval
- document classification
- labeled data
- relevance feedback
- web documents
- pool based active learning
- active learning strategies
- social annotations
- batch mode
- transfer learning
- database
- information extraction
- document collections
- vector space model
- image annotation
- structured documents
- document analysis
- relevant documents
- retrieval systems