Contents

1. Introduction Part I: Data Mining Foundations 2. Association Rules and Sequential Patterns 3. Supervised Learning 4. Unsupervised Learning 5. Partially Supervised Learning Part II: Web Mining 6. Information Retrieval and Web Search 7. Link Analysis 8. Web Crawling 9. Structured Data Extraction: Wrapper Generation 10. Information Integration 11. Opinion Mining 12. Web Usage Mining