A Hybrid Distributed Collaborative Filtering Recommender Engine Using Apache Spark.
Sasmita PanigrahiRakesh Kumar LenkaAnanya StitipragyanPublished in: ANT/SEIT (2016)
Keyphrases
- collaborative filtering
- recommender systems
- matrix factorization
- user preferences
- making recommendations
- open source
- data sparsity
- distributed systems
- recommendation systems
- distributed environment
- user profiles
- hybrid recommendation
- open source software
- user ratings
- multi agent
- information filtering
- mobile agents
- lightweight
- probabilistic matrix factorization
- personalized recommendation
- peer to peer
- user based collaborative filtering
- cooperative
- cold start problem
- neural network
- deal with information overload
- data sets
- collaborative filtering algorithms
- map reduce
- fault tolerant
- transfer learning
- prediction accuracy