Personalized Recommendation in Folksonomies Using a Joint Probabilistic Model of Users, Resources and Tags.
Muzaffer Ege AlperSule Gündüz ÖgüdücüPublished in: ICMLA (1) (2012)
Keyphrases
- social tagging systems
- personalized recommendation
- collaborative tagging
- social tags
- collaborative tagging systems
- social tagging
- probabilistic model
- web resources
- collaborative filtering
- social bookmarking
- tag recommendation
- user interests
- recommender systems
- recommendation systems
- learning resources
- photo sharing
- user feedback
- collaborative recommendation
- cold start problem
- social web
- tagging systems
- cold start
- user generated
- resource discovery
- user preferences
- information overload
- collaborative filtering recommendation
- recommendation algorithms
- web users
- implicit feedback
- social networks
- social media