Friend Recommendation Engine for Facebook Users via Collaborative Filtering.
Mohammed AlshammariAadil AlshammariPublished in: Int. J. Comput. Commun. Control (2023)
Keyphrases
- collaborative filtering
- recommender systems
- online dating
- social networks
- recommendation systems
- social networking
- online social networks
- matrix factorization
- data sparsity
- cold start problem
- user ratings
- recommendation algorithms
- recommendation quality
- social media
- user preferences
- cold start
- user profiles
- active user
- product recommendation
- social networking websites
- content based filtering
- personalized recommendation
- hybrid recommendation
- user similarity
- web page recommendation
- implicit feedback
- deal with information overload
- information filtering
- user interests
- social networking services
- making recommendations
- user specific
- information overload
- demographic information
- micro blogging
- social networking sites
- latent factor models
- collaborative filtering recommender systems
- item recommendation
- personalized services
- item based collaborative filtering
- collaborative recommendation
- social network analysis
- user interface