Receive the weekly sampler of posts and "Resource of the Week".
Subscribe »

Enter your
email address:

My Account »


Bookmark and Share

Testimonial?
If you find ResourceShelf useful, please supply a testimonial »








Home > ResourceBlog > Article

« All ResourceBlog Articles

 

Bookmark and Share   Feed

Tuesday, 27th June 2006

Research Paper: Detecting Spam Web Pages through Content Analysis

Detecting Spam Web Pages through Content Analysis
10 pages; PDF.
by Alexandros Ntoulas, Marc Najork, Mark Manasse, and Dennis Fetterly
Fulll text of paper presented at 15th International World Wide Web Conference (WWW 2006), Edinburgh, United Kingdom, May 2006.
From the abstract:

In this paper, we continue our investigations of “web spam”: the injection of artificially-created pages into the web in order to influenc the results from search engines, to drive traffic to certain pages for fun or profit. This paper considers some previously-undescribed techniques for automatically detecting spam pages, examines the effectiveness of these techniques in isolation and when aggregated using classification algorithms. When combined, our heuristics correctly identify 2,037 (86.2%) of the 2,364 spam pages (13.8%) in our judged collection of 17,168 pages, while misidentifying 526 spam and non-spam pages (3.1%).

Views: 627




blog comments powered by Disqus

« All ResourceBlog Articles

 

Read about the FreePint FamilyFreePint Family

A family of resources to help information workers be more effective, raise the value of information in their organisations and contribute to success. Read more »


FeedLatest Family Articles:


Click to view the article Quilting big data threads
Thursday, 24th May 2012

Recently I have found myself cooing over visualisation maps (and heat maps) of health and well being resources. The content rich data is overlayed with mapping technologies, and some interesting themes and patterns are emerging.


Click to view the article The fallacy of information overload
Wednesday, 23rd May 2012

A lot of the talk around social media in the last year has been around information overload. Social media has provided us with new and exciting ways to create content. But it has also meant learning new ways to manage and engage with social media tools. Are we teetering on the edge of an information overload precipice?


Click to view the article Information overload: fact, fantasy or filter failure?
Wednesday, 23rd May 2012

Information overload is a figment of your imagination. Or a failure of your filter. Or a symptom of your technological submissiveness. Depends on who you ask.


Click to view the article Newsdesk: tracking millions of pieces of information a day
Tuesday, 22nd May 2012

What if you had to sort through 3.5 million articles and social media posts a day and try to pull out the most relevant items for your organisation? What if you then had to cobble it all together into something readable for your top groups and executives in your organisation?


Click to view the article Alacra Compliance adds managerial oversight
Tuesday, 22nd May 2012

Alacra Compliance saves time by aggregating information from both free and fee-based sources and enabling users to conduct an accurate federated search across these sources (coined “simultaneous search” by Alacra).


All Family Articles »
Family Articles by Category »


Tell us what you're working on,
and we'll talk to you about how FreePint can help »


FreePint Family Testimonials

"Fabulous resource to learn of unique tools and insights. Very useful." Manager, Futures and Forecasting, Virginia, USA

More testimonials »






Subscribe

Subscribe to the ResourceShelf Newsletter and receive the weekly sampler of posts and Resource of the Week.

Find out more »

ResourceShelf sponsored by:

Article Categories

All Article Categories »

Archive

All Archives »