Accurate and Diverse Recommendation based on Users' Tendencies toward Temporal Item Popularity.
Koki NagataniMasahiro SatoPublished in: RecTemp@RecSys (2017)
Keyphrases
- social media
- cold start problem
- temporal information
- spatio temporal
- daily life
- highly heterogeneous
- high quality
- multiple users
- high accuracy
- collaborative filtering
- novice users
- user interface
- temporal data
- temporal patterns
- highly accurate
- social bookmarking systems
- user satisfaction
- user experience
- spatial and temporal
- recommender systems
- wide variety
- real world
- user model
- making recommendations
- temporal queries
- active user
- end users
- user communities
- information sources
- temporal databases
- user generated content
- computationally efficient
- user profiles
- log data
- user preferences