Machine learning collaboration techniques
US-2024420212-A1 · Dec 19, 2024 · US
US9916612B2 · US · B2
| Field | Value |
|---|---|
| Publication number | US-9916612-B2 |
| Application number | US-201414294428-A |
| Country | US |
| Kind code | B2 |
| Filing date | Jun 3, 2014 |
| Priority date | Jun 3, 2014 |
| Publication date | Mar 13, 2018 |
| Grant date | Mar 13, 2018 |
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Official abstract text for this publication.
Systems and methods may provide purchasing suggestions to consumers based on the emotional, financial, social or physiological state of the consumer. The state of a consumer is based on data that may be collected from a variety of sources, including image data and biosensor data collected at the point of sale, as well as data accessible via smart phone or stored elsewhere. The systems and methods may be practiced in the context of a vending machine, bricks-and-mortar store, on-line store, or other venue.
Opening claim text (preview).
What is claimed is: 1. A system to suggest items to a consumer, comprising: a processor; a suggestion logic unit, implemented by the processor, wherein the suggestion logic unit comprises: a state characterization logic module configured to characterize a state including an emotional state exclusively of a consumer based on data provided by the consumer to one or more of a reader, a sensor, a portable device, a computer, a database, a microphone or a camera, wherein the charact…
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