Empowering neural collaborative filtering with contextual features for multimedia recommendation.
Israr Ur RehmanMuhammad Shehzad HanifZulfiqar AliZahoor JanCobbinah Bernard MawuliWaqar AliPublished in: Multim. Syst. (2023)
Keyphrases
- collaborative filtering
- contextual features
- multimedia
- recommender systems
- contextual information
- conditional random fields
- data sparsity
- matrix factorization
- recommendation systems
- personalized recommendation
- user preferences
- recommendation algorithms
- cold start problem
- recommendation quality
- cold start
- multimedia data
- named entities
- user ratings
- product recommendation
- user profiles
- online dating
- item recommendation
- probabilistic model
- collaborative filtering recommendation
- collaborative filtering algorithms
- hybrid recommendation