Lessons on Applying Automated Recommender Systems to Information-Seeking Tasks.
Joseph A. KonstanSean M. McNeeCai-Nicolas ZieglerRoberto TorresNishikant KapoorJohn RiedlPublished in: AAAI (2006)
Keyphrases
- recommender systems
- information seeking tasks
- collaborative filtering
- user preferences
- semi automated
- user profiles
- information seeking
- lessons learned
- databases
- user profiling
- data sparsity
- information filtering
- trust aware
- product recommendation
- cold start problem
- cold start
- information overload
- matrix factorization
- user model
- neural network