News Updates Monday 25th Nov 2024 :
  • Welcome to INPRESSCO, world's leading publishers, We have served more than 10000+ authors
  • Articles are invited in engineering, science, technology, management, industrial engg, biotechnology etc.
  • Paper submission is open. Submit online or at editor.ijcet@inpressco.com
  • Our journals are indexed in NAAS, University of Regensburg Germany, Google Scholar, Cross Ref etc.
  • DOI is given to all articles

A Survey on Link Based Algorithms for Web Spam Detection


Author : M. Sree Vani , R.Bhramaramba , D.Vasumati and O. Yaswanth Babu

Pages : 547-556
Download PDF
Abstract

 

Web spamming techniques aim to achieve undeserved rankings in search results. Existing spam pages cause distrust to search engine results. This is not only wastes the time of visitors, but also wastes lots of search engine resources. Research has been widely conducted on identifying such spam and neutralizing its influence. Spammers use three kinds of spamming techniques to get higher score in ranking. These techniques are Link based techniques, hiding techniques and Content-based techniques. In turn, we perform a sub categorization of link-based category into five groups. These are labels propagation, link pruning, reweighting, labels refinement and graph regularization, and feature based. Experimental results show that some of these techniques are working well and can find spam pages more accurate than the others. This paper performs a survey on Link based algorithms for web spam detection.

Keywords: Web spam Detection, content spam, link spam, cloaking, Hiding Techniques, Manipulating Search Engine,
Redirection.

 

Article published in International Journal of Current  Engineering  and Technology, Vol.3,No.2 (June- 2013)

 

 

 

 

Call for Papers
  1. IJCET- Current Issue
  2. Issues are published in Feb, April, June, Aug, Oct and Dec
  3. DOI is given to all articles
  • Inpressco Google Scholar
  • Inpressco Science Central
  • Inpressco Global impact factor
  • Inpressco aap

International Press corporation is licensed under a Creative Commons Attribution-Non Commercial NoDerivs 3.0 Unported License
©2010-2023 INPRESSCO® All Rights Reserved