Active Learning for Entity Filtering in Microblog Streams.
Damiano SpinaMaria-Hendrike PeetzMaarten de RijkePublished in: SIGIR (2015)
Keyphrases
- active learning
- real time
- data streams
- social media
- training examples
- selective sampling
- knowledge base
- relevance feedback
- entity identification
- learning algorithm
- semi supervised
- supervised learning
- learning strategies
- named entities
- adaptive filtering
- filtering method
- data sets
- filtering algorithm
- machine learning
- streaming data
- pairwise
- clustering algorithm
- topic specific
- batch mode
- transactional data
- social networks
- hot topics
- information propagation
- imbalanced data classification