Wikimania 2011 - 2nd Day: Anti-Vandalism Research & Detection of Link Spam
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Uploaded by WikimediaIL on Nov 29, 2011
Room:Gilboa
Date: 5.8.2011, 14:30
Anti-Vandalism Research: The Year in Review
Andrew G. West
The prior year has seen much anti-vandalism research,
both in academic and practical (on-Wikipedia) settings. This
presentation will survey that progress, including the live
demonstration of software tools, and discussion of alternative
uses for anti-vandalism scores (e.g., the Wikipedia 1.0 project
and "smarter watchlists").
http://wikimania2011.wikimedia.org/wiki/Submissions/Anti-Vandalism_Research:_...
Autonomous Detection of Collaborative Link Spam
Andrew G. West
Recent research suggests Wikipedia is vulnerable against a wellmotivated
form of attack: external link spam. This presentation
describes a machine-learning classifier for spam revisions built
atop: (1) Wikipedia metadata, (2) Landing site analysis, and (3)
Third-party data, including the Alexa web-crawler.
http://wikimania2011.wikimedia.org/wiki/Submissions/Autonomous_Detection_of_C...
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