Action prediction and identification of user behavior
First Claim
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1. A method performed by one or more computing systems comprising:
- determining a population of users performing online actions;
selecting from the population of users, a group of users that have performed particular time-based user actions that relate to a user behavior; and
predicting a subsequent user action based at least in part upon the user behavior.
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Abstract
User behavior modeling can include determining actions performed by various users. From the mined 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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1. A method performed by one or more computing systems comprising:
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determining a population of users performing online actions; selecting from the population of users, a group of users that have performed particular time-based user actions that relate to a user behavior; and predicting a subsequent user action based at least in part upon the user behavior. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8)
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9. A computing device comprising:
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one or more processors; and a memory coupled to the one or more processors, the memory comprising instructions which, when executed by the one or more processors, cause the one or more processors to perform operations that include; selecting, from a population of users, a group of users that have performed particular time-based user actions that relate to a user behavior, wherein the selecting is based, at least in part, on an ensemble of models that include models for particular user behavior actions; and determining a subsequent user action based at least in part upon the user behavior. - View Dependent Claims (10, 11, 12, 13, 14, 15, 16)
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17. A method comprising:
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determining, by one or more processors, a population of users performing online actions, wherein the determining is based, at least in part, on selecting a set of users to include in the population based on a seed pattern; selecting, from the population of users, a group of users that have performed particular time-based user actions that relate to a user behavior; and predicting a subsequent user action based at least in part upon the user behavior. - View Dependent Claims (18, 19, 20)
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Specification