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The image recognition algorithms automatically flag users broadcasting sexual content.

One informal study published in March 2010 showed that nearly half of all Chatroulette "spins" connected a user with someone in the USA, while the next most likely country was France with 15%.An algorithm was developed to successfully filter out large quantities of obscene content on Chatroulette, considering that as much as 30% of the 8.5 million monthly unique visitors are under 18 years of age.This has led to a higher proportion of female users accessing the service due to the cleanup.If three users complain about the same participant within five minutes, the user is temporarily banned from the service.Chatroulette later changed their terms of use, making it a requirement that all users sign up before using the service.It's disconnecting human relationships rather than connecting them." Emie Allen, president of the National Center for Missing and Exploited Children, told CBS' The Early Show that the site was the "last place parents want their kids to be.

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