Recommendation of Multimedia Items by Link Analysis and Collaborative Filtering.
Davin WongElla BinghamSaara HyvönenPublished in: ICWSM (2008)
Keyphrases
- link analysis
- collaborative filtering
- multimedia
- recommender systems
- web mining
- matrix factorization
- recommendation systems
- personalized recommendation
- ranking algorithm
- user preferences
- text mining
- data sparsity
- web pages
- link discovery
- cold start
- link structure
- user profiles
- web graph
- web page recommendation
- recommendation algorithms
- online dating
- cold start problem
- graph mining
- user ratings
- item recommendation
- usage data
- website
- link information
- pagerank algorithm
- latent factor models
- hybrid recommendation
- recommendation quality
- metadata
- community detection
- content based filtering
- databases
- page rank
- product recommendation
- information extraction
- natural language processing
- making recommendations
- collaborative filtering recommendation
- user interests