An Incremental Approach for Collaborative Filtering in Streaming Scenarios.
Rama Syamala SreepadaBidyut Kr. PatraPublished in: ECIR (2018)
Keyphrases
- collaborative filtering
- recommender systems
- matrix factorization
- incremental learning
- real time
- user preferences
- data streams
- data sparsity
- streaming data
- data sets
- pearson correlation coefficient
- making recommendations
- information filtering
- real world
- recommendation systems
- user interests
- user profiles
- deal with information overload
- application scenarios
- content based filtering
- incremental clustering
- continuous stream
- data driven
- probabilistic matrix factorization