11. Web Mining and Text Mining

  1. Mehmed Kantardzic

Published Online: 5 OCT 2011

DOI: 10.1002/9781118029145.ch11

Data Mining: Concepts, Models, Methods, and Algorithms, Second Edition

Data Mining: Concepts, Models, Methods, and Algorithms, Second Edition

How to Cite

Kantardzic, M. (2011) Web Mining and Text Mining, in Data Mining: Concepts, Models, Methods, and Algorithms, Second Edition, John Wiley & Sons, Inc., Hoboken, NJ, USA. doi: 10.1002/9781118029145.ch11

Author Information

  1. University of Louisville, USA

Publication History

  1. Published Online: 5 OCT 2011
  2. Published Print: 29 JUL 2011

ISBN Information

Print ISBN: 9780470890455

Online ISBN: 9781118029145

SEARCH

Keywords:

  • Web mining and text mining;
  • HITS, LOGSOM, Path Traversal algorithms;
  • latent semantic indexing

Summary

This chapter contains sections titled:

  • Web Mining

  • Web Content, Structure, and Usage Mining

  • HITS and LOGSOM Algorithms

  • Mining Path–Traversal Patterns

  • PageRank Algorithm

  • Text Mining

  • Latent Semantic Analysis (LSA)

  • Review Questions and Problems

  • References for Further Study