The Big Promise of Recommender Systems.
Francisco J. MartinJustin DonaldsonAdam AshenfelterMarc TorrensRick HangartnerPublished in: AI Mag. (2011)
Keyphrases
- recommender systems
- collaborative filtering
- information filtering
- cold start problem
- user profiles
- matrix factorization
- product recommendation
- user modeling
- user preferences
- databases
- information overload
- recommendation systems
- user model
- user feedback
- implicit feedback
- big data
- contextual information
- multi agent
- multiscale
- personalized recommendation
- user ratings
- data sparsity
- real world
- data sets
- content based filtering
- personal preferences
- rating prediction
- movie recommendation