How to Choose a Recommender System: Insights and Experiences for Large-Scale User Personalization.
Rohit ParimiToma TrepkaDoina CarageaCody BennettPublished in: BigData Congress (2015)
Keyphrases
- recommender systems
- user preferences
- user profiles
- user model
- collaborative filtering
- user modeling
- user profiling
- information overload
- user feedback
- product recommendation
- recommendation systems
- user interests
- matrix factorization
- implicit feedback
- recommendation quality
- user interface
- information filtering
- user requirements
- user context
- real world
- personalized web search
- user behavior
- personalized search
- data mining
- end users
- web personalization
- personalized services
- small scale
- data sparsity
- user ratings
- personalized recommendation
- context aware
- user queries
- information retrieval systems
- web search
- user centered
- collaborative recommendation
- user similarity
- personal preferences
- user centric
- user defined