The Utility of Information Extraction in the Classification of Books.
Tom BettsMaria MilosavljevicJon OberlanderPublished in: ECIR (2007)
Keyphrases
- information extraction
- machine learning
- classification accuracy
- decision trees
- feature extraction
- pattern recognition
- classification systems
- feature vectors
- image classification
- classification models
- supervised learning
- pattern classification
- classification algorithm
- classification process
- classification rules
- automatic classification
- classification scheme
- support vector machine svm
- natural language processing
- support vector machine
- preprocessing
- web documents
- machine learning algorithms
- decision rules
- named entities
- utility function
- machine learning methods
- text mining
- document classification
- probabilistic model
- feature space
- support vector