2002网络挖掘技术会议WEBKDD 2002 - Mining Web Data for Discovering Usage Patterns and Profiles pmlz 电子版 pdf docx 网盘 kindle azw3 下载

This book constitutes the thoroughly refereed post-proceedings of the 4th International Workshop on Mining Web Data, WEBKDD 2002, held in Edmonton, Canada, in July 2002.

The 10 revised full papers presented together with a detailed preface went through two rounds of reviewing and improvement and were selected from 23 submissions. The papers are organized in topical sections on categorization of users and usage, prediction and recommendation, and evaluation of algorithms.

LumberJack: Intelligent Discovery and Analysis of Web User

Traffic Composition

Mining eBay: Bidding Strategies and Shill Detection

Automatic Categorization of Web Pages and User Clustering with Mixtures of Hidden Markov Models

Web Usage Mining by Means of Multidimensional Sequence Alignment Methods

A Customizable Behavior Model for Temporal Prediction of Web User Sequences

Coping with Sparsity in a Recommender System

On the Use of Constrained Associations for Web Log Mining

Mining WWW Access Sequence by Matrix Clustering

Comparing Two Recommender Algorithms with the Help of Recommendations by Peers

The Impact of Site Structure and User Environment on Session Reconstruction in Web Usage Analysis

Author Index

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