Combining Collaborative Filtering with Personal Agents for Better Recommendations.
Nathaniel GoodJ. Ben SchaferJoseph A. KonstanAl BorchersBadrul Munir SarwarJonathan L. HerlockerJohn RiedlPublished in: AAAI/IAAI (1999)
Keyphrases
- collaborative filtering
- recommender systems
- making recommendations
- multi agent systems
- recommendation quality
- multi agent
- recommendation systems
- user preferences
- collaborative filtering algorithms
- personalized recommendation
- multiagent systems
- multiple agents
- matrix factorization
- cold start
- intelligent agents
- cold start problem
- autonomous agents
- online dating
- data sparsity
- decision making
- content based filtering
- hybrid recommendation
- cooperative
- personal information
- personal interests
- collaborative filtering recommendation
- recommendation algorithms
- latent factor models
- product recommendation
- personal preferences
- interacting agents
- agent model
- software agents
- dynamic environments
- user ratings
- rating prediction
- demographic information
- artificial agents
- trust model
- agent architecture
- social tagging systems
- collaborative recommendation
- user feedback
- active user
- website
- decision theoretic
- resource allocation
- learning agents
- agent systems
- reasoning process
- game theoretic
- incomplete information
- user behavior
- collaborative filtering recommender systems