Large-Scale Music Annotation and Retrieval: Learning to Rank in Joint Semantic Spaces
Jason WestonSamy BengioPhilippe HamelPublished in: CoRR (2011)
Keyphrases
- learning to rank
- information retrieval
- document retrieval
- multimedia collections
- retrieval systems
- test collection
- query dependent
- ranking functions
- loss function
- evaluation measures
- information retrieval systems
- retrieval model
- image retrieval
- digital libraries
- ranking svm
- query expansion
- learning to rank algorithms
- relevance judgments
- direct optimization
- document collections
- active learning
- text retrieval
- relevance feedback
- relevant documents
- average precision
- retrieval effectiveness
- collaborative filtering
- web search
- supervised learning
- semantic web
- multimedia
- image annotation
- content based retrieval
- retrieval process
- ranking models
- metadata
- machine learning