Provided are methods and systems whereby a user device can monitor the attributes of content presented to a plurality of users. The user device can monitor interaction between each of the plurality of users and one or more of the content and the user device. The user device can generate a plurality of profile clusters based on one or more of the monitored attributes and the monitored interactions over a time period. The user device can generate a plurality of user profiles based on the plurality of profile clusters.