WITCH: A New Approach to Web Spam Detection
Loading...
Loading...
4,045
Link to this comment:
Share to:
Loading...
- 36:02The Thorium Molten-Salt Reactor: Why Didn't Thi...by GoogleTechTalks22,495 views
- 1:00:07SPDY Essentialsby GoogleTechTalks2,500 views
- 57:54Mobile Web Performanceby GoogleTechTalks6,471 views
- 29:04HCIR 2011: Human Computer Information Retrieval...by GoogleTechTalks368 views
- 7:22Search Engine Spam, Part 2: On-The-Page Issuesby searchmarketingexpo928 views
- 9:17How to avaoid spam/bad web pagesby xcomptipsx705 views
- 2:27Pubcon 2009: Matt Cutts on Web Spamby nvivideo546 views
- 3:01Spamby peaceshoes713669,883 views
- 1:58how to report black hat link spam and web desig...by fasterfind416 views
- 4:58WEB SPAM ROCKSby sss2010tima26 views
- 1:04:47Don't Make Me Clickby GoogleTechTalks49,295 views
- 4:05Spam Emailby nerimon203,628 views
- 1:10:16Getting C++ Threads Rightby GoogleTechTalks83,766 views
- 1:32:06Theory and Practice of Cryptographyby GoogleTechTalks45,251 views
- 43:10Black Hat Spam SEOby GoogleTechTalks10,275 views
- 1:26:38How To Break Web Software - A look at security...by GoogleTechTalks13,969 views
- 1:02:53An Economic Response To Unsolicited Communicationby GoogleTechTalks1,892 views
- 1:06:18Spam, Phishing, and Online Scams: A View from t...by GoogleTechTalks13,443 views
- 56:31The Secret History of Silicon Valleyby GoogleTechTalks197,936 views
- 1:01:20The Lively Kernelby GoogleTechTalks45,528 views
So pages are penalized for both being spam and outdated. Still sounds useful.
stcredzero 4 years ago
Good Video, we don't get to see enough webspam detection lectures online (I guess for obvious reasons).
(I'm Aware of AIRWEB etc but not sure if I'm going to manage to get to Beijing)
Interested in seeing an efficient MapReduce version of a Conjugate Gradient method, if someone has references could they message me them?
timwintle 4 years ago
Ok... thanks... I was not aware of that paper! Sorry!
fabriziosilvestri 4 years ago
Hi Fabrizio, this talk is based on an upcoming paper:
Jacob Abernethy, Olivier Chapelle, Carlos Castillo: "WITCH: A New Approach to Web Spam Detection". 2007.
--
ChaTo
ChaTo1977 4 years ago
Yes, and perhaps that is due to the fact that Carlos Castillo was also a coauthor on this work! :P
thejakeyboy 4 years ago
It is quite surprising how this presentation present many ideas that seem to be contained also in
Castillo, C., Donato, D., Gionis, A., Murdock, V., and Silvestri, F. Know your neighbors: web spam detection using the web topology. In Proceedings of SIGIR '07. (Amsterdam, The Netherlands, July 23 - 27, 2007). 423-430.
Well, I'm a little bit biased, I'm one of the co-authors :P
fabriziosilvestri 4 years ago
The algorithm proposed does seem very naive.
Which isn't to say that the presenter isn't MUCH smarter than I am - maybe just not as old and crusty :)
- Dave
davidjbullock 4 years ago
Considering how often expired domains seem to be snapped up and replaced with generic search pages - I'd have thought that good pages linking to bad would be quite common. It's happened to me.
neuronstorm 4 years ago
Why would good pages link to bad pages?
That's easy - the factor that I don't see in your graph is time. A domain that is valid at time A may not be valid at time B.
If site X links to Site Y and Y is valid at time A, but not valid at time B, it doesn't infrer that site X is a spam page.
davidjbullock 4 years ago 2