Web Data Mining

Exploring Hyperlinks, Contents, and Usage Data

Authors:

ISBN: 978-3-642-19459-7 (Print) 978-3-642-19460-3 (Online)

Table of contents (12 chapters)

  1. Front Matter

    Pages I-XX

  2. No Access

    Book Chapter

    Pages 1-14

    Introduction

  3. Data Mining Foundations

    1. Front Matter

      Pages 15-15

    2. No Access

      Book Chapter

      Pages 17-62

      Association Rules and Sequential Patterns

    3. No Access

      Book Chapter

      Pages 63-132

      Supervised Learning

    4. No Access

      Book Chapter

      Pages 133-169

      Unsupervised Learning

    5. No Access

      Book Chapter

      Pages 171-208

      Partially Supervised Learning

  4. Web Mining

    1. Front Matter

      Pages 209-209

    2. No Access

      Book Chapter

      Pages 211-268

      Information Retrieval and Web Search

    3. No Access

      Book Chapter

      Pages 269-309

      Social Network Analysis

    4. No Access

      Book Chapter

      Pages 311-362

      Web Crawling

    5. No Access

      Book Chapter

      Pages 363-423

      Structured Data Extraction: Wrapper Generation

    6. No Access

      Book Chapter

      Pages 425-458

      Information Integration

    7. No Access

      Book Chapter

      Pages 459-526

      Opinion Mining and Sentiment Analysis

    8. No Access

      Book Chapter

      Pages 527-603

      Web Usage Mining

  5. Back Matter

    Pages 605-622