Knowledge Discovery in Computer Databases: Processing of Web usage data, Pattern Discovery and Pattern Analysis techniques in data mining - Couverture souple

G T, Raju

 
9783844393873: Knowledge Discovery in Computer Databases: Processing of Web usage data, Pattern Discovery and Pattern Analysis techniques in data mining
Couverture souple
ISBN 10 : 3844393870 ISBN 13 : 9783844393873
Editeur : LAP Lambert Academic Publishing, 2011

Synopsis

The exponential growth of the Web in terms of Web sites and their users during the past decade has generated huge amount of data related to the user's interactions with the Web sites. This data is recorded in the Web access log files of Web servers and usually referred as Web Usage Data (WUD). Knowledge Discovery from Web Usage Data (KDWUD) is that area of Web mining which deals with the application of data mining techniques to extract interesting knowledge from the WUD. As Web sites continue to grow in size and complexity, the results of KDWUD have become very critical for efficient and effective management of the activities related to e- business, e-education, e-commerce, personalization, Web site design and management, network traffic analysis, the cache, the proxies, great diversity of Web pages in a site, search engine's complexity, and to predict user's actions. Nevertheless, understanding the needs of their users is vital for the owners of the Web sites in order to serve them better. This book covers three main stages of knowledge discovery – Preprocessing of raw WUD, Pattern Discovery and Pattern Analysis.

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À propos de l?auteur

Author is has more than 18 years of experience in Teaching in engineering colleges and currently working as Professor and HOD,Computer Science department, R N S Institute of Technology,Bangalore,INDIA. The Author obtained Ph.D in Computer science and Engineering in 2008 from Visvesvaraya Technological University,Belgaum,Karnataka,INDIA.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
LAP Lambert Academic Publishing
Date d'édition
2011
Langue
anglais
ISBN 10 
3844393870
ISBN 13 
9783844393873
Reliure
Broché
Nombre de pages
140
Coordonnées du fabricant
non disponible
Personne responsable
KreGa Onlinehandel GmbH
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