Can You Judge a Man by His Friends? - Enhancing Spammer Detection on the Twitter Microblogging Platform Using Friends and Followers
T. Moh, и A. Murmann. Communications in Computer and Information Science, (апреля 2010)
Аннотация
As online social networks acquire a larger user base, they also become more interesting targets for spammers. Spam can take very different forms on social web sites and can not always be detected by analyzing textual content. However, the platform's social nature also offers new ways of approaching the spam problem. In this work we analyze a user's friends and followers to gain information on him. Next, we evaluate them using different metrics to determine the amount of trust his peers give him. We use the Twitter microblogging platform for this case study.
%0 Journal Article
%1 twitter-spam-moh
%A Moh, Teng-Sheng
%A Murmann, Alexander J.
%D 2010
%J Communications in Computer and Information Science
%K 2011 kde seminar spam twitter
%P 210--220
%T Can You Judge a Man by His Friends? - Enhancing Spammer Detection on the Twitter Microblogging Platform Using Friends and Followers
%V 54
%X As online social networks acquire a larger user base, they also become more interesting targets for spammers. Spam can take very different forms on social web sites and can not always be detected by analyzing textual content. However, the platform's social nature also offers new ways of approaching the spam problem. In this work we analyze a user's friends and followers to gain information on him. Next, we evaluate them using different metrics to determine the amount of trust his peers give him. We use the Twitter microblogging platform for this case study.
@article{twitter-spam-moh,
abstract = {{As online social networks acquire a larger user base, they also become more interesting targets for spammers. Spam can take very different forms on social web sites and can not always be detected by analyzing textual content. However, the platform's social nature also offers new ways of approaching the spam problem. In this work we analyze a user's friends and followers to gain information on him. Next, we evaluate them using different metrics to determine the amount of trust his peers give him. We use the Twitter microblogging platform for this case study.}},
added-at = {2011-11-21T16:11:56.000+0100},
author = {Moh, Teng-Sheng and Murmann, Alexander J.},
biburl = {https://www.bibsonomy.org/bibtex/2eecf14a1d7876b494029976450c24f44/khilgenberg},
citeulike-article-id = {9755418},
interhash = {50bf9ae7a52f93a030491c1714c04f4b},
intrahash = {eecf14a1d7876b494029976450c24f44},
journal = {Communications in Computer and Information Science},
keywords = {2011 kde seminar spam twitter},
month = apr,
pages = {210--220},
posted-at = {2011-09-09 18:56:55},
priority = {3},
timestamp = {2011-12-01T09:22:32.000+0100},
title = {{Can You Judge a Man by His Friends? - Enhancing Spammer Detection on the Twitter Microblogging Platform Using Friends and Followers}},
volume = 54,
year = 2010
}