Computer sex chats
In the second stage, we detect which of the users in a suspicious discussion is an actual predator using a Random Forest classifier.The system was tested on the corpus provided by the PAN 2012 workshop organizers and the results are encouraging because, as far as we know, our solution outperforms all previous approaches developed for solving this task.
After investigating various approaches for solving the sexual predator identification problem, we have found that a two-stage classifier achieves the best results.Officers took control of the teenager’s computer and arrested the man the next day, said Special Agent Supervisor Jeffrey Duncan of the Florida Department of Law Enforcement.The alleged predator has pleaded not guilty to multiple charges of soliciting a minor.Companies can set the software to take many defensive steps automatically, including temporarily silencing those who are breaking rules or banning them permanently.As a result, many threats are eliminated without human intervention and moderators at the company are notified later.
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The National Center for Missing and Exploited Children processed 3,638 reports of online “enticement” of children by adults last year, down from 4,053 in 2010 and 5,759 in 2009.