“Our findings suggest that spammers do not drive the trending topics in Twitter, but may opportunistically target certain topics for their messages.”
An Evaluation of the Effect of Spam on the Twitter Trending Topics
I published and presented this paper at the 2013 International Conference on Social Computing (SocialCom). It has been interesting to see the increased attention paid to social media manipulation in the subsequent years.