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

Web Data Mining: Exploring Hyperlinks, Contents, and Usage Data
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Web Data Mining: Exploring Hyperlinks, Contents, and Usage Data, Web mining aims to discover useful information and knowledge from Web hyperlinks, page contents, and usage data. Although Web mining uses many conventional data mining techniques, it is not purely an application of traditional data mining due to the semi-, Web Data Mining: Exploring Hyperlinks, Contents, and Usage Data
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  • Web Data Mining: Exploring Hyperlinks, Contents, and Usage Data
  • Written by author Bing Liu
  • Published by Springer-Verlag New York, LLC, 7/1/2011
  • Web mining aims to discover useful information and knowledge from Web hyperlinks, page contents, and usage data. Although Web mining uses many conventional data mining techniques, it is not purely an application of traditional data mining due to the semi-
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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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Web Data Mining: Exploring Hyperlinks, Contents, and Usage Data, Web mining aims to discover useful information and knowledge from Web hyperlinks, page contents, and usage data. Although Web mining uses many conventional data mining techniques, it is not purely an application of traditional data mining due to the semi-, Web Data Mining: Exploring Hyperlinks, Contents, and Usage Data

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Web Data Mining: Exploring Hyperlinks, Contents, and Usage Data, Web mining aims to discover useful information and knowledge from Web hyperlinks, page contents, and usage data. Although Web mining uses many conventional data mining techniques, it is not purely an application of traditional data mining due to the semi-, Web Data Mining: Exploring Hyperlinks, Contents, and Usage Data

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Web Data Mining: Exploring Hyperlinks, Contents, and Usage Data, Web mining aims to discover useful information and knowledge from Web hyperlinks, page contents, and usage data. Although Web mining uses many conventional data mining techniques, it is not purely an application of traditional data mining due to the semi-, Web Data Mining: Exploring Hyperlinks, Contents, and Usage Data

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

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