Using Social Tag Embedding in a Collaborative Filtering Approach for Recommender Systems.
Diego Sánchez-MorenoMaría N. Moreno GarcíaNasim SonboliBamshad MobasherRobin BurkePublished in: WI/IAT (2020)
Keyphrases
- recommender systems
- collaborative filtering
- social tags
- user based collaborative filtering
- social tagging systems
- matrix factorization
- personalized recommendation
- trust aware
- user preferences
- social bookmarking systems
- recommendation algorithms
- information filtering
- social tagging
- user generated content
- rating prediction
- data sparsity
- social annotations
- user profiles
- recommendation quality
- personal preferences
- social media
- tag information
- item based collaborative filtering
- recommendation systems
- collaborative filtering algorithms
- user ratings
- cold start
- movie recommendation
- user interests
- information overload
- user feedback
- social interaction
- netflix prize
- latent factor models
- user modeling
- social web
- cold start problem
- vector space
- hybrid recommendation
- tag recommendation
- collaborative filtering recommender systems
- user model
- data hiding
- photo sharing
- collaborative recommendation
- implicit feedback