Discriminating Biased Web Manipulations in Terms of Link Oriented Measures

机译：根据面向链接的措施区分有偏见的Web操作

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In this paper, we present a link oriented measuring method to discriminate the manipulated web pages effectively. We define the label of an edge as having a link context and a similarity measure between link context and target page. By suggesting an assessing measure based on singular value decomposition, it is explained that our proposed method can effectively detect the manipulated web pages. We, however, extend the SVD as an assessment measure to detect the rank-manipulated pages. In the experiment, the LOD method reduced about 17% amount of the rank that is minimum 209.4% higher than not manipulated web pages. Using this proposed approach, the chance of manipulated web pages getting high ranks than deserved can be discriminated effectively.

机译：在本文中，我们提出了一种面向链接的测量方法，以有效地区分被操纵的网页。我们将边的标签定义为具有链接上下文以及链接上下文和目标页面之间的相似性度量。通过提出一种基于奇异值分解的评估方法，可以说明我们提出的方法可以有效地检测被操纵的网页。但是，我们将SVD扩展为一种评估措施，以检测排名操纵的页面。在实验中，LOD方法减少了约17％的排名，比未处理的网页高出至少209.4％。使用该提议的方法，可以有效地区分被操纵的网页获得比应有的等级更高的机会。

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《International Symposium on Computer and Information Sciences(ISCIS 2005); 20051026-28; Istanbul(TR)》|2005年|P.585-594|共10页
会议地点 Istanbul(TR)
作者
Wookey Lee;
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Department of Computer Science, Sungkyul University, Anyang 430-742, Republic of Korea;

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正文语种 eng
中图分类计算机的应用;
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Discriminating Biased Web Manipulations in Terms of Link Oriented Measures

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