Web Log Preprocessing and Fuzzy Pattern Discovery - Softcover

Ansari, Zahid

 
9786202050234: Web Log Preprocessing and Fuzzy Pattern Discovery
Softcover
ISBN 10: 6202050233 ISBN 13: 9786202050234
Verlag: LAP LAMBERT Academic Publishing, 2017

Inhaltsangabe

This book presents methods, approaches and techniques to perform the main tasks of Web log preprocessing that include Data Cleaning, Web user identification and extraction of user sessions. In order to accomplish the dimensionality reduction and trim down the adverse effect of outliers, a fuzzy set theoretic approach for assigning fuzzy weights to user sessions and associated URLs has been described. Another main part discussed in this book is the analysis of the Web server log file preprocessing results and discovery of user session clusters using Fuzzy c-Means algorithm. Mainly this book is suitable for researchers who are interested in the preprocessing techniques of web log data for Web usage mining applications such as Web personalization, website design, business intelligence etc.

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Reseña del editor

This book presents methods, approaches and techniques to perform the main tasks of Web log preprocessing that include Data Cleaning, Web user identification and extraction of user sessions. In order to accomplish the dimensionality reduction and trim down the adverse effect of outliers, a fuzzy set theoretic approach for assigning fuzzy weights to user sessions and associated URLs has been described. Another main part discussed in this book is the analysis of the Web server log file preprocessing results and discovery of user session clusters using Fuzzy c-Means algorithm. Mainly this book is suitable for researchers who are interested in the preprocessing techniques of web log data for Web usage mining applications such as Web personalization, website design, business intelligence etc.

Biografía del autor

Dr. Zahid Ansari is a Professor of CSE and Dean (Research) at PA College of Engineering, Mangaluru, India. Earlier he was associated with Tata Consultancy Services R&D Center, Pune, BARC Mumbai, GE-Harris Melbourne Florida USA and USAA, San Antonio Texas USA. He has published 55+ articles in various international journals and conferences of repute.

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Verlag
LAP LAMBERT Academic Publishing
Erscheinungsdatum
2017
Sprache
Englisch
ISBN 10 
6202050233
ISBN 13 
9786202050234
Einband
Tapa blanda
Anzahl der Seiten
108
Kontakt zum Hersteller
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Verantwortliche Person
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