A novel, generalized recommender system for social media using the collaborative-filtering technique.
Ramesh A.Anusha J.Clarence J. M. TauroPublished in: ACM SIGSOFT Softw. Eng. Notes (2014)
Keyphrases
- recommender systems
- collaborative filtering
- social media
- user generated content
- matrix factorization
- cold start problem
- recommendation quality
- user preferences
- data sparsity
- social networks
- information filtering
- recommendation systems
- information overload
- cold start
- personalized recommendation
- social networking
- user feedback
- user profiles
- online dating
- recommendation algorithms
- probabilistic matrix factorization
- collaborative filtering recommender systems
- user item rating
- website
- implicit feedback
- user modeling
- product recommendation
- content based filtering
- big data
- netflix prize
- user model
- social media platforms
- data analysis
- transfer learning
- making recommendations
- movie recommendation
- neighbor selection
- social context
- user interests
- user generated
- user ratings