Action Prediction and Identification Temporal User Behavior
First Claim
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4-1. The method of claim 1, wherein the selecting from the population is based at least in part on an ensemble of models that include models for particular user behavior actions.
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Abstract
User behavior modeling can include determining temporal- or time-based actions performed by various users. From the mined temporal-based user actions, future actions can be predicted. Certain implementations include providing information and/or services based on the predicted future actions. Some implementations, include providing relevant information, services, and/or goods regarding the predicted future action.
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Citations
20 Claims
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4-1. The method of claim 1, wherein the selecting from the population is based at least in part on an ensemble of models that include models for particular user behavior actions.
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10. A computing device comprising:
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one or more processors; memory coupled to the processor and comprising a action-prediction module that is configured to cause the one or more processors to; select, from a population of users, a group of users that perform particular time-based user actions; and determine a subsequent action based at least in part upon the particular time-based user actions. - View Dependent Claims (11, 12, 13, 14, 15, 16)
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17. A computer readable medium having computer readable instructions for performing steps comprising:
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determining a population of online users performing particular time-based online and offline actions; indexing the time-based actions of the online users; grouping a set of users from the population of online users based at least in part on a behavior pattern of the time-based actions; and predicting a subsequent action based at least in part on the behavior pattern. - View Dependent Claims (18, 19, 20)
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Specification