Using dynamic markov compression to detect vandalism in the wikipedia
K. Itakura, and C. Clarke. Proceedings of the 32nd international ACM SIGIR conference on Research and development in information retrieval, page 822--823. New York, NY, USA, ACM, (2009)
DOI: 10.1145/1571941.1572146
Abstract
We apply the Dynamic Markov Compression model to detect spam edits in the Wikipedia. The method appears to outperform previous efforts based on compression models, providing performance comparable to methods based on manually constructed rules.
Description
Using dynamic markov compression to detect vandalism in the wikipedia
%0 Conference Paper
%1 itakura2009using
%A Itakura, Kelly Y.
%A Clarke, Charles L. A.
%B Proceedings of the 32nd international ACM SIGIR conference on Research and development in information retrieval
%C New York, NY, USA
%D 2009
%I ACM
%K markov spam spam-detection wikipedia
%P 822--823
%R 10.1145/1571941.1572146
%T Using dynamic markov compression to detect vandalism in the wikipedia
%U http://doi.acm.org/10.1145/1571941.1572146
%X We apply the Dynamic Markov Compression model to detect spam edits in the Wikipedia. The method appears to outperform previous efforts based on compression models, providing performance comparable to methods based on manually constructed rules.
%@ 978-1-60558-483-6
@inproceedings{itakura2009using,
abstract = {We apply the Dynamic Markov Compression model to detect spam edits in the Wikipedia. The method appears to outperform previous efforts based on compression models, providing performance comparable to methods based on manually constructed rules.},
acmid = {1572146},
added-at = {2012-07-01T23:50:35.000+0200},
address = {New York, NY, USA},
author = {Itakura, Kelly Y. and Clarke, Charles L. A.},
biburl = {https://www.bibsonomy.org/bibtex/2e95340f63b2790b402f90120b97777d5/beate},
booktitle = {Proceedings of the 32nd international ACM SIGIR conference on Research and development in information retrieval},
description = {Using dynamic markov compression to detect vandalism in the wikipedia},
doi = {10.1145/1571941.1572146},
interhash = {131bf130f1b0b2e4b5b73a76a966dc8c},
intrahash = {e95340f63b2790b402f90120b97777d5},
isbn = {978-1-60558-483-6},
keywords = {markov spam spam-detection wikipedia},
location = {Boston, MA, USA},
numpages = {2},
pages = {822--823},
publisher = {ACM},
series = {SIGIR '09},
timestamp = {2012-07-01T23:50:35.000+0200},
title = {Using dynamic markov compression to detect vandalism in the wikipedia},
url = {http://doi.acm.org/10.1145/1571941.1572146},
year = 2009
}