WEBKDD 2002 : mining Web data for discovering usage patterns and profiles : 4th international workshop, Edmonton, Canada, July 23, 2002 : revised papers /
WEBKDD 2002 : mining Web data for discovering usage patterns and profiles : 4th international workshop, Edmonton, Canada, July 23, 2002 : revised papers /
Mining Web data for discovering usage patterns and profiles
Osmar R. Zaïane [and others] (eds.).
- Berlin ; London : Springer, ©2003.
- 1 online resource (viii, 179 pages) : illustrations
- Lecture notes in computer science ; 2703 Lecture notes in artificial intelligence .
- Lecture notes in computer science ; 2703. Lecture notes in computer science. Lecture notes in artificial intelligence. .
"Hot topics"--Cover
Includes bibliographical references and index.
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.
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.
English.
9783540396635 3540396632
10.1007/b11784. doi
GBA377131 bnb
968848974 DE-101
Web usage mining--Congresses.
Internet users--Congresses.
Analyse du comportement des internautes--Congrès.
Internautes--Congrès.
Internet users
Web usage mining
proceedings (reports)
Conference papers and proceedings
Conference papers and proceedings.
Actes de congrès.
ZA4235 / .W435 2002
006.3
"Hot topics"--Cover
Includes bibliographical references and index.
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.
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.
English.
9783540396635 3540396632
10.1007/b11784. doi
GBA377131 bnb
968848974 DE-101
Web usage mining--Congresses.
Internet users--Congresses.
Analyse du comportement des internautes--Congrès.
Internautes--Congrès.
Internet users
Web usage mining
proceedings (reports)
Conference papers and proceedings
Conference papers and proceedings.
Actes de congrès.
ZA4235 / .W435 2002
006.3