Abstract: The present invention provides a system and method for collaborative decision-making. The system includes a user model component and a user feedback component. The user feedback component presents information associated with media content to users and receives feedback related to the information from the users. The user model component models the feedback received from the users and modifies the information associated with media content based, at least in part, upon the model. The user model component can, for example, utilize metadata associated with media content in order to model user behavior and/generate recommendations. The user model component can employ artificial intelligence technique(s) such as Bayesian reasoning to model user behavior and/or generate recommendations.