USER MODELING WITH SALIENCE
First Claim
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1. A method of using a user model with salience, the method comprising:
- providing a content item to a user through a user interface;
receiving physiological data corresponding to a physiological response of the user as the user interacts with the content item provided through the user interface;
determining a salience score for the content item based at least in part on the physiological response of the user; and
updating a user model with the salience score.
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Abstract
A method of using a user model with salience includes providing content to a user through a user interface. The method also includes receiving physiological data corresponding to a physiological response of the user as the user interacts with the content. The method may also include determining a salience score for the content based at least in part on the physiological response of the user, and updating a user model with the salience score.
22 Citations
20 Claims
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1. A method of using a user model with salience, the method comprising:
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providing a content item to a user through a user interface; receiving physiological data corresponding to a physiological response of the user as the user interacts with the content item provided through the user interface; determining a salience score for the content item based at least in part on the physiological response of the user; and updating a user model with the salience score. - View Dependent Claims (2, 3, 4, 5, 6, 7)
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8. A system of associating salience with a content item, comprising:
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a user interface configured to present the content item to a user; a physiological sensor configured to record a physiological response of the user over time as the user interacts with the content item; and a controller communicatively coupled with the user interface and the physiological sensor, the controller configured to; provide the content item to the user interface for presentation to the user; associate the physiological response of the user with the content item as the user engages with the content item; determine a salience score for the content item based at least in part on the physiological response of the user; and update a user model with the salience score. - View Dependent Claims (9, 10, 11, 12)
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13. A method of using salience data to provide a content item to a user, the method comprising:
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maintaining, at a server, an aggregate user model database having a plurality of user models associated with a plurality of users, each of the plurality of user models associated with a user and associated with a content item consumed by the user with a salience score of the user when viewing the content item; clustering, at the server, at least a first user model of the plurality of user models associated with a first user of the plurality of users and a second user model of the plurality of user models associated with a second user of the plurality of users based at least in part on the similarity of salience measures of a similar content item within the first user model and the second user model; and determining, at the sever, a recommended content item for the first user based at least in part on the salience measures of the recommended content item of the second user as indicated in the second user model. - View Dependent Claims (14, 15, 16, 17, 18, 19, 20)
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Specification