US 2024/0256301 A1Published application

Systems and methods for context aware reward based gamified engagement

AssigneeWalmart Apollo, LLC

InventorsRahul Radhakrishnan Iyer, Malay Kumar Patel, Saurabh Kumar, Sushant Kumar, Kannan Achan

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Abstract

Systems and methods for context aware engagement are disclosed. A request for a user interface, including a user identifier, is received. A set of features associated with the user identifier are obtained and a user embedding is generated by applying an autoencoder to the set of features. A set of potential tasks associated with an enrollment portion of the user interface is obtained. A task embedding is generated for each task in the set of potential tasks. A user-task affinity is generated by comparing the user embedding to each task embedding. A ranked set of tasks is generated by ranking each task based on the user-task affinity. A set of interface elements related to the highest ranked tasks in the ranked set of tasks is generated. A user interface including interface elements is generated and transmitted to a device that requested the user interface.

Claims20

Dependent claims

A system, comprising:

a non-transitory memory;
a processor communicatively coupled to the non-transitory memory, wherein the processor is configured to read a set of instructions to:
receive a request for a user interface, wherein the request includes a user identifier;
obtain a set of features from a database, wherein the set of features are associated with the user identifier in the database;
generate a user embedding by applying an autoencoder to the set of features;
obtain a set of potential tasks, wherein the set of potential tasks are associated with an enrollment portion of the user interface;
generate a task embedding for each potential task in the set of potential tasks;
generate a user-task affinity for each potential task by comparing the user embedding to each task embedding;
generate a ranked set of tasks by ranking each potential task based on the user-task affinity;
generate a set of interface elements related to a predetermined number of highest ranked tasks in the ranked set of tasks;
generate the user interface including the set of interface elements;
and
transmit the user interface to a device that generated the request for the user interface.

10 more elements

Dependencies are inferred from the claim text.