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9783540471271

Advances in Web Mining and Web Usage Analysis : 6th International Workshop on Knowledge Discovery on the Web, WebKDD 2004 Seattle, WA, USA, August 22-25, 2004 Revised Selected Papers

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  • ISBN13:

    9783540471271

  • ISBN10:

    3540471278

  • Format: Paperback
  • Copyright: 2006-12-04
  • Publisher: Springer Verlag
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Summary

This book constitutes the thoroughly refereed post-proceedings of the 6th International Workshop on Mining Web Data, WEBKDD 2004, held in Seattle, WA, USA in August 2004 in conjunction with the 10th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD 2004.The 11 revised full papers presented together with a detailed preface went through two rounds of reviewing and improvement and were carfully selected for inclusion in the book. The extended papers are subdivided into 4 general groups: Web usage analysis and user modeling, Web personalization and recommender systems, search personalization, and semantic Web mining. The latter contains also papers from the joint KDD workshop on Mining for and from the Semantic Web, MSW 2004.

Table of Contents

Web Usage Analysis and User Modeling
Mining Temporally Changing Web Usage Graphsp. 1
Improving the Web Usage Analysis Process: A UML Model of the ETL Processp. 18
Web Personalization and Recommender Systems
Mission-Based Navigational Behaviour Modeling for Web Recommender Systemsp. 37
Complete This Puzzle: A Connectionist Approach to Accurate Web Recommendations Based on a Committee of Predictorsp. 56
Collaborative Quality Filtering: Establishing Consensus or Recovering Ground Truth?p. 73
Search Personalization
Spying Out Accurate User Preferences for Search Engine Adaptationp. 87
Using Hyperlink Features to Personalize Web Searchp. 104
Semantic Web Mining
Discovering Links Between Lexical and Surface Features in Questions and Answersp. 116
Integrating Web Conceptual Modeling and Web Usage Miningp. 135
Boosting for Text Classification with Semantic Featuresp. 149
Markov Blankets and Meta heuristics Search: Sentiment Extraction from Unstructured Textsp. 167
Author Indexp. 189
Table of Contents provided by Ingram. All Rights Reserved.

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