Contextual preference mining for user profile construction ?
We propose a new method for mining user profiles from preference databases. Our method is the first one based on pattern mining techniques. It builds readable user profile based on the notion of contextual preference rules. Three ranking techniques are proposed to rank objects according to a user profile. A set of experiments on a real-world database showed the efficiency of the method.
pattern mining contextual preference rule preference elicitation user profile mining