A Social Formalism and Survey for Recommender Systems.
Daniel Faria BernardesMamadou DiabyRaphaël FournierFrançoise Fogelman-SouliéEmmanuel ViennetPublished in: SIGKDD Explor. (2014)
Keyphrases
- recommender systems
- trust aware
- collaborative filtering
- social networks
- matrix factorization
- social media
- social interaction
- user modeling
- innovation diffusion theory
- recommendation algorithms
- user generated content
- theoretical framework
- user profiling
- social context
- information overload
- user preferences
- personal preferences
- knowledge representation
- personalized recommendation
- user generated
- user model
- user profiles
- information filtering
- rating prediction
- formal theory
- formal model
- cold start
- mobile devices
- product recommendation
- data sparsity
- logical framework
- social behavior
- web search
- social relationships
- social influence