WASHINGTON—The Federal Trade Commission weighed in on the issue of Internet privacy Wednesday, calling for development of a "do not track" system that would enable people to avoid having their actions monitored online—prompting immediate objections from the online-advertising industry.

"Self regulation of privacy has not worked adequately and is not working adequately for American consumers," said FTC Commissioner Jon Leibowitz. "We deserve far better."

The...