Improving item-based recommendation accuracy with user's preferences on Apache Mahout.
Ammar JabakjiHasan DagPublished in: IEEE BigData (2016)
Keyphrases
- user preferences
- collaborative filtering
- recommender systems
- recommendation algorithms
- recommendation systems
- making recommendations
- user ratings
- cold start problem
- item based collaborative filtering
- user feedback
- user profiles
- open source
- individual user
- personalized services
- prediction accuracy
- cold start
- user similarity
- personal preferences
- data sparsity
- personalized recommendation
- machine learning
- user context
- databases
- decision making
- user interface
- data model
- personal interests
- data sets