Link Analysis and spam
1 . Link Analysis and spam . Slides adapted from . Information Retrieval and Web Search, Stanford University, Christopher Manning and Prabhakar Raghavan

http://cs.uwindsor.ca/~jlu/569/569linkanalysis2010.ppt

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Link Analysis and Anti-Spam
Link Analysis and Anti-Spam . Tie-Yan Liu. Microsoft Research Asia

http://research.microsoft.com/en-us/people/tyliu/ustc-lecture-tyliu.ppt

Filesize: 5052 KB | format : .PPT


CS345 Data Mining
CS345 Data Mining . Link Analysis 3: Hubs and Authorities. Spam Detection . Anand Rajaraman, Jeffrey D. Ullman

http://infolab.stanford.edu/~ullman/mining/2006/lectureslides/SpamHits.ppt

Filesize: 5066 KB | format : .PPT


Title
… Retrieval and Web Search. Pandu Nayak and Prabhakar Raghavan. Lecture 18: Link analysis Mail spam ? which email accounts are spammers? Host quality ? which

http://www.stanford.edu/class/cs276/handouts/lecture17-linkanalysis.ppt

Filesize: 5080 KB | format : .PPT


EECS 395/495 Lecture 6: Document Ranking and Link Analysis
Spam detection; Link Analysis; More later (Real) Popularity; Page features; Length of page, length of URL; Anchor Text features; How much text in links to page, how varied,…

http://www.cs.northwestern.edu/~ddowney/courses/395/lectures/lec6_public.ppt

Filesize: 5094 KB | format : .PPT


Link Analysis
Link Analysis for IR . A simple approach of using links for ranking web pages for a of a page’s PageRank are still an essential part of ranking. Adressing link spam

http://www.cse.msu.edu/~cse484/linkanalysis.ppt

Filesize: 5108 KB | format : .PPT


Link Analysis
Link Analysis . Adapted from Lectures by . Prabhakar Raghavan (Yahoo, Stanford) and Rival’s spam page (arbitrarily high term freq.) www.ibm.com “ibm”

http://www.cs.wright.edu/~tkprasad/courses/cs499/L17LinkAnalysis.ppt

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Chapter 6: Link Analysis
The year 1998 was an eventful year for Web link analysis models. Both the PageRank and Fighting spam. A page is important if the pages pointing to it are

http://www.cs.uic.edu/~liub/teach/cs583-fall-05/CS583-link-analysis.ppt

Filesize: 5136 KB | format : .PPT


CS345 Data Mining
CS345 Data Mining . Link Analysis 2: Topic-Specific Page Rank. Hubs and Authorities. Spam Detection . Anand Rajaraman, Jeffrey D. Ullman

http://infolab.stanford.edu/~ullman/mining/2009/SpamHits.ppt

Filesize: 5150 KB | format : .PPT


LSA.303 Introduction to Computational Linguistics
Use link analysis to detect spammers (guilt by association) Spam recognition by machine learning; Training set based on known spam

http://www.stanford.edu/class/cs124/lec/124.11.lec18.pptx

Filesize: 5164 KB | format : .PPT


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