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US 2023/0144016 A1Published application
Cognitive persona embeddings for secure omni-channel personalized recommendations
AssigneeAT&T Intellectual Property I, L.P.
InventorsJean-Francois Paiement, Eric Zavesky, Mohammed Abdel-Wahab, Subhabrata Majumdar, Jianxiong Dong
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Abstract
A system for embedding users' preferences and behaviors based on interactions with an array of devices.
Claims20
An apparatus comprising:
- a processor;
- and
- memory coupled with the processor, the memory storing executable instructions that when executed by the processor cause the processor to effectuate operations comprising:
- authenticating a user with a device according to an encoding that is representative of behavior information of a user profile;
- obtaining local user information associated with the device or global user information associated with a plurality of devices associated with the user;
- obtaining global information associated with a plurality of different devices associated with a plurality of different users;
- and
- determining a model associated with the user profile based on the global user information, the local user information, or the global information.
5 more elements
A non-transitory computer readable storage medium storing computer executable instructions that when executed by a computing device cause said computing device to effectuate operations comprising:
- authenticating a user with a device according to an encoding that is representative of behavior information of a user profile;
- obtaining local user information associated with the device or global user information associated with a plurality of devices associated with the user;
- obtaining global information associated with a plurality of different devices associated with a plurality of different users;
- determining a model associated with the user profile based on the global user information, the local user information, or the global information;
- and
- sending a message to a service server, wherein the message includes the model.
3 more elements
A method comprising:
- authenticating, by a processing system including a processor, a user with a device according to an encoding that is representative of behavior information of a user profile;
- obtaining, by the processing system, local user information associated with the device or global user information associated with a plurality of devices associated with the user;
- obtaining, by the processing system, global information associated with a plurality of different devices associated with a plurality of different users;
- and
- determining, by the processing system, a model associated with the user profile based on the global user information, the local user information, or the global information.
2 more elements
Dependencies are inferred from the claim text.