FuseRec: fusing user and item homophily modeling with temporal recommender systems.
Kanika NarangYitong SongAlexander G. SchwingHari SundaramPublished in: Data Min. Knowl. Discov. (2021)
Keyphrases
- recommender systems
- user preferences
- cold start problem
- collaborative filtering
- cold start
- user ratings
- item recommendation
- recommendation algorithms
- active user
- user profiles
- user model
- matrix factorization
- information overload
- personalized recommendation
- recommendation quality
- user modeling
- user similarity
- recommendation systems
- user feedback
- temporal aspects
- user interaction
- data sparsity
- personal preferences
- temporal databases
- user interests
- end users
- spatio temporal
- user modelling
- making recommendations
- social networks
- temporal information
- temporal analysis
- user specific
- user profiling
- implicit feedback
- collaborative recommendation
- social influence
- temporal data
- information filtering
- user satisfaction
- rating prediction
- spatial and temporal