Search Engines, Link Analysis, and User's Web Behavior - Couverture rigide

Meghabghab, George; Kandel, Abraham

 
9783540774686: Search Engines, Link Analysis, and User's Web Behavior
Couverture rigide
ISBN 10 : 3540774688 ISBN 13 : 9783540774686
Editeur : Springer-Verlag Berlin and Heidelberg GmbH & Co. K, 2008

Synopsis

WEB MINING Link Analysis Search Engines User's Web Behavior HITS Algorithm Fuzzy Cognitive Map Radial Basis Function PageRank Algorithm Interior Point Method Fuzzy Bags Rgeression Models Rough Sets Information Theory Thisbookpresentsaspeci?cand uni?ed approach framework to three- jor components: Search Engines Performance, Link Analysis, and User's Web Behavior. TheexplosivegrowthandthewidespreadaccessibilityoftheWWW has led to a surge of research activity in the area of information retrieval on VI Preface the WWW. The three aspects of web mining follow the taxonomy of the above diagram: Link Analysis, Search engines, and User's web behavior are considered in the unifying approach. The book is organized in three sections as follows: 1. In section I of the book (chapters 2-4) we study Link Analysis within the hubs and authorities framework. Link Analysis is the science of hyperlink structures ranking, which are used to determine the relative authority of a Web page and produce improved algorithms for the ranking of Web search results. We use the HITS Algorithm developed by Kleinberg and we propose to study HITS in a 2-D new space: In-degree and Out Degree variables. After we categorize each web page into a speci?c toplogy we study the impact of each web topology on HITS in the new 2-D space. We describe why HITS does not fare well in almost all the di?erent topologies of web graphs. We also describe the PageRank Algorithm in this new 2-D space.

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Éditeur
Springer-Verlag Berlin and Heidelberg GmbH & Co. K
Date d'édition
2008
Langue
anglais
ISBN 10 
3540774688
ISBN 13 
9783540774686
Reliure
Relié
Nombre de pages
290
Coordonnées du fabricant
ProductSafety@springernature.com
ProductSafety@springernature.com

Poststr. 9
Darmstadt
64293
Allemagne

Autres éditions populaires du même titre

9783642096167: Search Engines, Link Analysis, and User's Web Behavior: A Unifying Web Mining Approach

Edition présentée

ISBN 10 :  3642096166 ISBN 13 :  9783642096167
Editeur : Springer, 2010
Couverture souple