Web User Access Behavior Analysis & Prediction: An Association Rule mining Approach using Map-Reduce Framework on Apache Spark - Couverture souple

Sisodia, Dilip Singh; Singhal, Riya; Khandal, Vijay

 
9786202076494: Web User Access Behavior Analysis & Prediction: An Association Rule mining Approach using Map-Reduce Framework on Apache Spark
Couverture souple
ISBN 10 : 6202076496 ISBN 13 : 9786202076494
Editeur : LAP LAMBERT Academic Publishing, 2017

Synopsis

The analysis of Web users browsing behaviors is essential for putting appropriate information on the web. The browsing behaviors are stored as navigational patterns in web server logs. These weblogs are used to predict the frequently accessed patterns of web users, which can be used to predict user behavior and to collect business intelligence. However, owing to the exponentially increasing weblog size, existing implementations of frequent pattern mining algorithms often takes too much time and generate too many redundant patterns. This book discussed new association rule mining algorithms implemented on the Apache Spark platform for extracting frequent patterns from huge weblogs.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Éditeur
LAP LAMBERT Academic Publishing
Date d'édition
2017
Langue
anglais
ISBN 10 
6202076496
ISBN 13 
9786202076494
Reliure
Broché
Nombre de pages
92
Coordonnées du fabricant
non disponible
Personne responsable
KreGa Onlinehandel GmbH
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