Web Data Mining: Exploring Hyperlinks, Contents, and Usage Data - Softcover

Book 1 of 12: Data-Centric Systems and Applications

Liu, Bing

 
9783642194610: Web Data Mining: Exploring Hyperlinks, Contents, and Usage Data

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Synopsis

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. Social Network Analysis.- 8. Web Crawling.- 9. Structured Data Extraction: Wrapper Generation.- 10. Information Integration.- 11. Opinion Mining and Sentiment Analysis.- 12. Web Usage Mining.

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