Integrating External Knowledge to Supplement Training Data in Semi-Supervised Learning for Text Categorization.
Mohammed BenkhalifaAbdelhak MouradiHoussaine BouyakhfPublished in: Inf. Retr. (2001)
Keyphrases
- text categorization
- external knowledge
- semi supervised learning
- training data
- unlabeled data
- labeled data
- supervised learning
- semi supervised
- naive bayes
- training documents
- multi label
- training set
- classification accuracy
- text documents
- domain knowledge
- class labels
- active learning
- transfer learning
- text classification
- machine learning
- unsupervised learning
- support vector machine
- decision trees
- text classifiers
- prior knowledge
- data sets
- knowledge representation
- knowledge base
- learning tasks
- neural network