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WEBKDD 2002 - Mining Web Data for Discovering Usage Patterns and Profiles

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Cover of 'WEBKDD 2002 - Mining Web Data for Discovering Usage Patterns and Profiles'

Table of Contents

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    Book Overview
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    Chapter 1 LumberJack: Intelligent Discovery and Analysis of Web User Traffic Composition
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    Chapter 2 Mining eBay: Bidding Strategies and Shill Detection
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    Chapter 3 Automatic Categorization of Web Pages and User Clustering with Mixtures of Hidden Markov Models
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    Chapter 4 Web Usage Mining by Means of Multidimensional Sequence Alignment Methods
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    Chapter 5 A Customizable Behavior Model for Temporal Prediction of Web User Sequences
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    Chapter 6 Coping with Sparsity in a Recommender System
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    Chapter 7 On the Use of Constrained Associations for Web Log Mining
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    Chapter 8 Mining WWW Access Sequence by Matrix Clustering
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    Chapter 9 Comparing Two Recommender Algorithms with the Help of Recommendations by Peers
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    Chapter 10 The Impact of Site Structure and User Environment on Session Reconstruction in Web Usage Analysis
Attention for Chapter 7: On the Use of Constrained Associations for Web Log Mining
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