Method and system using keyword vectors and associated metrics for learning and prediction of user correlation of targeted content messages in a mobile environment
First Claim
1. A method for determining display information on a mobile client, comprising:
- receiving a plurality of sets of one or more first keywords on the mobile client, each set of first keywords associated with one or more respective first messages;
monitoring user interaction of the respective first messages on the mobile client;
performing learning operations on the mobile client with the first keywords based on monitored user interaction to estimate a set of keyword interest weights;
receiving a set of target keywords associated with a target message; and
displaying the target message on the mobile client based on the estimated keyword interest weights.
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Accused Products
Abstract
Methods and systems for determining a suitability for a mobile client to display information are disclosed. A particular exemplary method includes receiving a plurality of sets of one or more first keywords on a mobile client, each set of first keywords associated with one or more respective first messages, monitoring user interaction of the respective first messages on the mobile client, performing learning operations on the mobile client with the first keywords based on monitored user interaction to estimate a set of keyword interest weights, receiving a set of target keywords associated with a target message, and displaying the target message on the mobile client based on the estimated keyword interest weights.
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Citations
40 Claims
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1. A method for determining display information on a mobile client, comprising:
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receiving a plurality of sets of one or more first keywords on the mobile client, each set of first keywords associated with one or more respective first messages; monitoring user interaction of the respective first messages on the mobile client; performing learning operations on the mobile client with the first keywords based on monitored user interaction to estimate a set of keyword interest weights; receiving a set of target keywords associated with a target message; and displaying the target message on the mobile client based on the estimated keyword interest weights. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19)
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20. A mobile client configured to display information, comprising:
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means for receiving a plurality of sets of one or more first keywords on a mobile client, each set of first keywords associated with one or more respective first messages, the receiving circuit further configured to receive a set of target keywords associated with a target message; means for monitoring user interaction of the respective first messages on the mobile client; means for performing learning operations on the mobile client with the first keywords based on monitored user interaction to estimate a set of keyword interest weights; and means for displaying the target message on the mobile client based on the estimated keyword interest weights. - View Dependent Claims (21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 33, 35, 36, 37, 38, 39)
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32. A mobile client configured to display information, comprising:
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a receiving circuit configured to receive a plurality of sets of one or more first keywords on a mobile client, each set of first keywords associated with one or more respective first messages, the receiving circuit further configured to receive a set of target keywords associated with a target message; monitoring means for monitoring user interaction of the respective first messages on the mobile client; learning means for performing learning operations on the mobile client with the first keywords based on monitored user interaction to estimate a set of keyword interest weights; and a display configured to display the target message on the mobile client based on the estimated keyword interest weights. - View Dependent Claims (34)
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40. A computer program product, comprising:
a computer-readable medium comprising instructions for the following operations; instructions for receiving a plurality of sets of one or more first keywords on a mobile client, each set of first keywords associated with one or more respective first messages; instructions for monitoring user interaction of the respective first messages on the mobile client; instructions for performing learning operations on the mobile client with the first keywords based on monitored user interaction to estimate a set of keyword interest weights; instructions for receiving a set of target keywords associated with a target message; and instructions for displaying the target message on the mobile client based on the estimated keyword interest weights.
Specification