SYSTEMS AND METHODS FOR BEHAVIORAL MODELING TO OPTIMIZE SHOPPING CART CONVERSION
First Claim
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1. A method comprising:
- identifying, within a network-based system using one or more processors, a user interacting with content published by the network-based system;
accessing profile data associated with the user;
tracking, on the network-based system using the one or more processors, user activity associated with the user interacting with the content published by the network-based system;
accessing a behavioral model generated from historical data detailing interactions of a plurality of users with the network-based system.applying, using the one or more processors, the behavioral model to the profile data and the tracked user activity; and
determining, based at least in part on the applying the behavioral model to the profile data and the tracked user activity, a shopping cart optimization to optimize shopping cart conversion.
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Abstract
Systems and methods for behavioral modeling to optimize shopping cart conversion are discussed. For example, a method can include identifying a user interacting with a networked system, accessing user profile data associated with the user, tracking user activity associated with the user, accessing a behavioral model, applying the behavioral model, and determining a shopping cart optimization. The behavioral model can be generated from historical data detailing interactions with the networked system. The behavioral model can be applied to the user profiled data and the user activity data to assist in selection of a shopping cart optimization.
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Citations
20 Claims
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1. A method comprising:
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identifying, within a network-based system using one or more processors, a user interacting with content published by the network-based system; accessing profile data associated with the user; tracking, on the network-based system using the one or more processors, user activity associated with the user interacting with the content published by the network-based system; accessing a behavioral model generated from historical data detailing interactions of a plurality of users with the network-based system. applying, using the one or more processors, the behavioral model to the profile data and the tracked user activity; and determining, based at least in part on the applying the behavioral model to the profile data and the tracked user activity, a shopping cart optimization to optimize shopping cart conversion. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8)
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9. A network-based system comprising:
one or more processors to execute a plurality of data processing modules, the data processing modules including; a targeting module to; identify a user interacting with the network-based system, access profile data associated with the user, and track user activity associated with the user; a behavioral modeling engine to generate behavioral models based on historical data detailing interactions of a plurality of users with the network-based system; and a rules engine to; access a behavioral model generated by the behavioral modeling engine, apply the behavioral model to the profile data and the tracked user activity associated with the user, and select, from a call to action repository based on application of the behavioral model, a shopping cart optimization to optimize shopping cart conversion. - View Dependent Claims (10, 11, 12, 13, 14, 15, 16)
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17. A machine-readable storage medium including instructions that, when executed within a network-based system, cause the network-based system to:
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identify a user interacting with content published by the network-based system; access profile data associated with the user; track user activity associated with the user interacting with the content published by the network-based system; access a behavioral model, the behavioral model generated from historical data detailing interactions of a plurality of users with the network-based system. apply the behavioral model to the profile data and the tracked user activity; and determine, based at least in part on the applying the behavioral model to the profile data and the tracked user activity, a shopping cart optimization to optimize shopping cart conversion. - View Dependent Claims (18, 19, 20)
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Specification