Content Independent Metadata Production as a Machine Learning Problem.
Sahar ChanguelNicolas LabrochePublished in: MLDM (2012)
Keyphrases
- metadata
- machine learning
- multimedia content
- multimedia
- digital libraries
- semantic metadata
- pattern recognition
- semantic content
- content management
- semantic information
- decision trees
- digital content
- databases
- learning tasks
- feature selection
- learning algorithm
- database
- digital objects
- production system
- metadata management
- content description
- information extraction
- machine learning methods
- search tools
- learning resources
- user contributed
- data mining
- artificial intelligence
- knowledge acquisition
- computer vision
- learning objects
- support vector machine
- structured data
- semantic search
- reinforcement learning
- digital collections
- digital archives
- computer science
- effective retrieval
- educational resources
- data analysis
- active learning
- production planning
- knowledge representation
- inductive logic programming
- text classification
- machine learning algorithms
- learning systems