Towards Context-Sensitive Music Recommendations Using Multifaceted User Profiles.
Rafael SchirruStephan BaumannChristian FreyeAndreas DengelPublished in: Semantic Audio (2011)
Keyphrases
- context sensitive
- user profiles
- music recommendation
- recommender systems
- user preferences
- user feedback
- providing personalized
- information filtering
- content based filtering
- user profiling
- collaborative filtering
- user interests
- web mining
- personal interests
- user modeling
- natural language
- multiple task learning
- personalized search
- cold start
- personalized recommendation
- information retrieval
- multiword
- user model
- recommendation algorithms
- recommendation quality
- language model
- recommendation systems
- web personalization
- machine learning
- concept hierarchy
- information overload
- graph grammars
- machine translation
- personalized web search
- background knowledge