Link Spam Detection Research Paper

Nov 9, 2005 - 8:06 am 0 by

Last night Gary blogged on A New Report on Estimating Link Spam. Gary explains that the "21 page (pdf) technical research paper from the Stanford InfoLab that takes a look at link spam." The paper was written by two folks at Yahoo and two at Stanford; Zoltan Gyongyi (Stanford), Pavel Berkhin (Yahoo), Hector Garcia-Molina (Stanford), Jan Pedersen (Yahoo).

Read Link Spam Detection Based on Mass Estimation if you dare. :)

Link spamming intends to mislead search engines and trigger an artificially high link-based ranking of specific target web pages. This paper introduces the concept of spam mass, a measure of the impact of link spamming on a page's ranking. We discuss how to estimate spam mass and how the estimates can help identifying pages that benefit significantly from link spamming. In our experiments on the host-level Yahoo! web graph we use spam mass estimates to successfully identify tens of thousands of instances of heavy-weight link spamming.

Forum discussion soon to be at this thread at Search Engine Watch Forums.

 

Popular Categories

The Pulse of the search community

Google Search Volatility

More Details

Search Video Recaps

 
Video Details More Videos Subscribe to Videos

Most Recent Articles

Google

Google AI Overviews Pushing Searchers Into AI Mode, Drops Show More Button

Aug 28, 2026 - 1:30 pm
Search Forum Recap

Daily Search Forum Recap: August 28, 2026

Aug 28, 2026 - 10:00 am
Search Video Recaps

Search News Buzz Video Recap: Google GoTo Parameter Fight, PDFs Go Missing In Google, SEO For AI Responses & Google and Microsoft Ads News

Aug 28, 2026 - 8:01 am
Google Ads

Google Ads Book Buttons Expand To Search & Performance Max

Aug 28, 2026 - 7:51 am
Google Search Engine Optimization

Google Announces Search Updates For Transparency, Actionable Updates Get Blog Posts

Aug 28, 2026 - 7:41 am
Google

Google Preferred Sources, Tailor Your Feed & Search Profiles Are Different

Aug 28, 2026 - 7:31 am
 
Previous Story: Brett Tabke, WebmasterWorld Founder, Interviewed
Next Story: Jagger 3 Take Away