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Titlebook: Search Engines, Link Analysis, and User‘s Web Behavior; A Unifying Web Minin George Meghabghab,Abraham Kandel Book 2008 Springer-Verlag Ber

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书目名称Search Engines, Link Analysis, and User‘s Web Behavior
副标题A Unifying Web Minin
编辑George Meghabghab,Abraham Kandel
视频video
概述Presents a unifying web mining approach to search engines, link analysis, and user‘s web behavior
丛书名称Studies in Computational Intelligence
图书封面Titlebook: Search Engines, Link Analysis, and User‘s Web Behavior; A Unifying Web Minin George Meghabghab,Abraham Kandel Book 2008 Springer-Verlag Ber
描述WEB MININGLink Analysis Search Engines User’s Web BehaviorHITS 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 categoriz
出版日期Book 2008
关键词Computational Intelligence; Link Analysis; Search Engines; Simulation; User‘s Web Behavior; WWW; Web Minin
版次1
doihttps://doi.org/10.1007/978-3-540-77469-3
isbn_softcover978-3-642-09616-7
isbn_ebook978-3-540-77469-3Series ISSN 1860-949X Series E-ISSN 1860-9503
issn_series 1860-949X
copyrightSpringer-Verlag Berlin Heidelberg 2008
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ment guarantee program MGNREGA (Mahatma Gandhi National Rural Employment Guarantee Act). To uncover the insights, perspectives and understanding of the program, more than 30 villages in Western parts of India were visited and more than 400 MGNREGA beneficiaries were contacted personally by the autho
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