TiVo: making show recommendations using a distributed collaborative filtering architecture.
Kamal AliWijnand van StamPublished in: KDD (2004)
Keyphrases
- collaborative filtering
- recommender systems
- distributed architecture
- recommendation quality
- making recommendations
- loosely coupled
- hierarchical architecture
- personalized recommendation
- layered architecture
- user preferences
- multi agent architecture
- cold start problem
- matrix factorization
- distributed systems
- agent based architecture
- collaborative filtering algorithms
- content based filtering
- master slave
- scalable distributed
- recommendation systems
- online dating
- product recommendation
- cold start
- distributed processing
- highly distributed
- recommendation algorithms
- multi tier
- grid enabled
- multi agent
- data sparsity
- heterogeneous environments
- real time
- cooperative
- item recommendation
- distributed query processing
- demographic information
- local area network
- collaborative filtering recommendation
- distributed multimedia
- distributed object
- publish subscribe
- information filtering
- software architecture
- user profiles
- management system
- latent factor models
- collaborative recommendation
- rating prediction
- computing platform
- information overload
- distributed environment
- transfer learning
- peer to peer
- hybrid recommendation
- deal with information overload