Category-Based Audience Metrics for Web Site Content Improvement Using Ontologies and Page Classification.
Jean-Pierre NorguetBenjamin Tshibasu-KabeyaGianluca BontempiEsteban ZimányiPublished in: NLDB (2006)
Keyphrases
- website
- web pages
- web content
- classification accuracy
- automatic classification
- hyperlink structure
- decision trees
- html pages
- image classification
- machine learning
- dynamic content
- web personalization
- text classification
- supervised learning
- support vector
- feature selection
- news web sites
- support vector machine
- page layout
- web resources
- feature space
- feature extraction
- multimedia
- knowledge base
- search engine
- semantic information
- feature vectors
- training set
- category labels