Detecting Structural Metadata with Decision Trees and Transformation-Based Learning.
Joungbum KimSarah E. SchwarmMari OstendorfPublished in: HLT-NAACL (2004)
Keyphrases
- transformation based learning
- decision trees
- metadata
- maximum entropy
- digital libraries
- decision tree induction
- predictive accuracy
- databases
- random forest
- structural information
- machine learning
- machine learning algorithms
- learning objects
- learning resources
- classification rules
- training set
- rule induction
- semantic information
- data mining methods
- metadata management
- decision tree learning
- data sets
- metadata elements
- metadata extraction
- dublin core
- structural analysis
- multimedia
- training data
- data warehouse
- decision rules