Citolytics: A Link-based Recommender System for Wikipedia.
Malte SchwarzerCorinna BreitingerMoritz SchubotzNorman MeuschkeBela GippPublished in: RecSys (2017)
Keyphrases
- recommender systems
- link structure
- collaborative filtering
- document representation
- ranking algorithm
- knowledge base
- web graph
- link analysis
- wikipedia articles
- named entities
- user preferences
- matrix factorization
- cold start problem
- document collections
- link information
- web pages
- web documents
- information filtering
- computing semantic relatedness
- wikipedia pages
- recommendation quality
- user modeling
- wordnet
- information overload
- user profiles
- web data
- semantic relations
- anchor text
- implicit feedback
- cold start
- link prediction
- personalized recommendation
- data sparsity
- online dating
- movie recommendation