Please use this identifier to cite or link to this item: http://hdl.handle.net/10995/3711
Title: Investigating Spam Mass Variations for Detecting Web Spam
Authors: Quresh, Muhammad Atif
Younus, Arjumand
Touheed, Nasir
Issue Date: 2011
Publisher: St. Petersburg University Press
Citation: Quresh Muhammad Atif. Investigating Spam Mass Variations for Detecting Web Spam / Muhammad Atif Quresh, Arjumand Younus, Nasir Touheed // Web of Data: The joint RuSSIR/EDBT 2011 Summer School, August 15–19, 2011, Proceedings of the Fifth Russian Young Scientists Conference in Information Retrieval / B. Novikov, P. Braslavsky (Eds.). — St. Petersburg, 2011 — P. 46-54.
Abstract: In this paper, we investigate variations of Spam Mass for filtering web spam. Firstly, we propose two strategies for designing new variations of the Spam Mass algorithm. Then, we perform experiments among different versions of Spam Mass using WEBSPAM-UK2006 data set. Finally, we show improvement through proposed strategy by up to 1.33 times in recall and 1.02 times in precision over the original version of Spam Mass.
Keywords: WEB ALGORITHMS
WEB SPAM FILTERING
SPAM MASS VARIATIONS
LINK SPAM
LINK ANALYSIS
URI: http://hdl.handle.net/10995/3711
http://elar.urfu.ru/handle/10995/3711
Conference name: V Russian Summer School in Information Retrieval (RuSSIR’2011)
V Российская летняя школа по информационному поиску (RuSSIR’2011)
EDBT Summer Schools
Conference date: 15.08.2011–19.08.2011
ISBN: 978-5-288-05225-5
Origin: RuSSIR/EDBT2011
Appears in Collections:Информационный поиск

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