A Generic Framework for Collaborative Filtering Based on Social Collective Recommendation.
Leschek HomannBernadetta MaleszkaDenis Mayr Lima MartinsGottfried VossenPublished in: ICCCI (1) (2018)
Keyphrases
- collaborative filtering
- social recommendation
- recommender systems
- rating prediction
- recommendation algorithms
- recommendation systems
- user based collaborative filtering
- data sparsity
- collective intelligence
- matrix factorization
- personalized recommendation
- user preferences
- social interaction
- social tagging systems
- online dating
- social networks
- social media
- making recommendations
- information filtering
- web page recommendation
- content based filtering
- product recommendation
- user ratings
- implicit feedback
- cold start
- item recommendation
- social context
- online communities
- social relationships
- pearson correlation coefficient
- user profiles
- item based collaborative filtering
- collaborative filtering recommendation algorithm
- rating matrix
- hybrid recommendation
- user generated
- social behavior
- demographic information
- personal preferences
- collective behavior