Toward harnessing user feedback for machine learning.
Simone StumpfVidya RajaramLida LiMargaret M. BurnettThomas G. DietterichErin SullivanRussell DrummondJonathan L. HerlockerPublished in: IUI (2007)
Keyphrases
- user feedback
- machine learning
- user interaction
- relevance feedback
- user involvement
- feedback information
- data mining
- implicit feedback
- user profiles
- learning to rank
- user actions
- artificial intelligence
- recommender systems
- active learning
- information extraction
- decision trees
- feature selection
- user preferences
- learning algorithm
- query disambiguation
- amazon mechanical turk
- explicit feedback
- collective intelligence
- retrieval process
- search engine
- ranked list
- helping users
- database
- information sources
- co occurrence
- feature vectors