Towards an Active Learning System for Company Name Disambiguation in Microblog Streams.
Maria-Hendrike PeetzDamiano SpinaJulio GonzaloMaarten de RijkePublished in: CLEF (Working Notes) (2013)
Keyphrases
- active learning
- machine learning
- case study
- social media
- customer service
- learning strategies
- selective sampling
- data streams
- learning process
- learning algorithm
- hot topics
- transactional data
- experimental design
- random sampling
- labeled data
- pool based active learning
- streaming data
- semi supervised
- social networks
- unlabeled data
- crowd sourced
- stream processing
- information propagation
- sample selection
- real time
- imbalanced data classification
- stream mining
- continuous queries
- cost sensitive
- sliding window
- pairwise
- feature selection