Community Content-sharing Without Idols Nor Masters
Tell-and-Show is still not ready to provide recommendations. Why? We need example preferences to train the preference metric.
With a trained metric, users can build their preference profiles (off-line and privately) and get recommendations ranked in their browsers.
Volunteers contribute example preferences
Machine Learning trains a preference metric
Users build (offline) preference profile over the preference metric.
Preference profile is used to obtain recommendations in the browser.
Preference profile is not shared with servers.