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Web Data Mining

Exploring Hyperlinks, Contents, and Usage Data

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26 June 2011
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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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    Product Details
    ISBN-13
    9783642194597
    Author
    Bing Liu
    Publisher
    Springer Nature B.V.
    Published
    26 June 2011
    Format
    Hardback

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    $173.12
    Ships in 3-5 business days

    Delivery estimate

    Hurry up! Current stock:

    Web Data Mining

    $173.12

    Description

    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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