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

Apple Intelligence

Apple Siri AI & New Apple Intelligence

Jun 9, 2026 - 7:51 am
Google Ads

Google Ads Testing Top Pages Links

Jun 9, 2026 - 7:41 am
Google

Google Shopping Results Tests Linking Directly To Merchant Site

Jun 9, 2026 - 7:31 am
Google Ads

New Google Ads Campaign Guidance With Experiment Power Score

Jun 9, 2026 - 7:21 am
Google

Google AI Mode Tests Citation Counts & Favicons Under Results

Jun 9, 2026 - 7:11 am
Search Forum Recap

Daily Search Forum Recap: June 8, 2026

Jun 8, 2026 - 10:00 am
 
Previous Story: Brett Tabke, WebmasterWorld Founder, Interviewed
Next Story: Jagger 3 Take Away