Tailoring recommendations to groups of users: a graph walk-based approach.
Heung-Nam KimMajdi RawashdehAbdulmotaleb El-SaddikPublished in: IUI (2013)
Keyphrases
- recommender systems
- random walk
- recommendation systems
- user interface
- directed graph
- user feedback
- user groups
- cold start problem
- user interaction
- active user
- social media
- online dating
- graph structure
- graph representation
- implicit feedback
- website
- graph theory
- social communities
- making recommendations
- end users
- providing personalized
- collaborative filtering
- collaborative recommender systems
- weighted graph
- user profiles
- information sources
- web graph
- spanning tree
- recommendation algorithms
- user generated content
- information overload
- product recommendation
- content based filtering
- graph model
- recommendation quality
- connected components
- structured data