Machine learning collaboration techniques
US-2024420212-A1 · Dec 19, 2024 · US
US2024095807A1 · US · A1
| Field | Value |
|---|---|
| Publication number | US-2024095807-A1 |
| Application number | US-202318521798-A |
| Country | US |
| Kind code | A1 |
| Filing date | Nov 28, 2023 |
| Priority date | Aug 17, 2012 |
| Publication date | Mar 21, 2024 |
| Grant date | — |
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Apparatus and method for providing contextual recommendations based on user state are disclosed herein. In some embodiments, sensor data corresponding to at least one sensor included in an item worn by a user is received. A user state is determined based on the received sensor data. In response to a state change being satisfied by at least the user state, a recommendation is determined based on the user state and a profile associated with the user. The recommendation may be presented on an electronic mobile device associated with the user.
Opening claim text (preview).
What is claimed is: 1 . A method comprising: receiving, by a computing device, an image from an imaging sensor of a wearable item, the image identifying a book; analyzing, by the computing device, the image to determine a recommendation based, at least in part, on the identified book; and presenting, by the computing device, the recommendation. 2 . The method of claim 1 , wherein the wearable item includes a hat or a pair of eye glasses. 3 . The method of claim 1 , wherein analyzing, by the computing device, the image to determine the recommendation includes performing text recognition on the image to identify at least one of a book title, an author, or a book identifier. 4 . The method of claim 3 , wherein the book identifier includes an International Standard Book Number (ISBN). 5 . The method of claim 3 , further comprising determining, by the computing device, that the identified book is part of a series of books based, at least in part, upon the book title or the author, and the recommendation is further based, at least in part, upon the series of books and whether or not a user has owned or has read one or more other books in the series of books. 6 . The method of claim 1 , wherein analyzing, by the computing device, the image to determine the recommendation includes analyzing a bar code depicted in the image. 7 . The method of claim 1 , further comprising accessing a user profile of a user, the user profile identifying one or more books that a user owns. 8 . The method of claim 7 , wherein the one or more books that the user owns include a physical book or an electronic book. 9 . The method of claim 7 , wherein the user profile further identifies one or more books that the user has read. 10 . The method of claim 1 , wherein the recommendation is to purchase the identified book, or the recommendation is not to purchase the identified book. 11 . The method of claim 10 , wherein the recommendation to purchase the identified book includes a recommended seller from which to purchase the identified book. 12 . A computing device comprising: one or more processors; and a computer-readable storage medium storing instructions that are executable by the one or more processors to perform operations comprising: receiving an image from an imaging sensor of a wearable item, the image identifying a book; analyzing the image to determine a recommendation based, at least in part, on the identified book, the recommendation being to purchase the identified book or not to purchase the identified book; and presenting the recommendation. 13 . The computing device of claim 12 , wherein the wearable item includes a hat or a pair of eye glasses. 14 . The computing device of claim 12 , wherein analyzing the image to determine the recommendation includes performing text recognition on the image to identify at least one of a book title, an author, or a book identifier. 15 . The computing device of claim 14 , wherein the operations further comprise determining that the identified book is part of a series of books based, at least in part, upon the book title or the author, and the recommendation is further based, at least in part, upon the series of books and whether or not a user has owned or has read one or more other books in the series of books. 16 . The computing device of claim 12 , wherein analyzing the image to determine the recommendation includes analyzing a bar code depicted in the image. 17 . The computing device of claim 12 , wherein the operations further comprise accessing a user profile of a user, the user profile identifying one or more books that the user owns or that the user has read. 18 . A computer-readable storage medium comprising instructions that, when executed by one or more processors, cause the one or more processors to perform operations comprising: receiving an image from an imaging sensor of a wearable item, the image identifying a book; analyzing the image to determine a recommendation based, at least in part, on the identified book, the recommendation being to purchase the identified book or not to purchase the identified book; and presenting the recommendation. 19 . The computer-readable storage medium of claim 18 , wherein analyzing the image to determine the recommendation includes performing text recognition on the image to identify at least one of a book title, an author, or a book identifier; and wherein the operations further comprise determining that the identified book is part of a series of books based, at least in part, upon the book title or the author, and the recommendation is further based, at least in part, upon the series of books and whether or not a user has owned or has read one or more other books in the series of books. 20 . The computer-readable storage medium of claim 18 , wherein the operations further comprise accessing a user profile of a user, the user profile identifying one or more books that the user has owned or has read.
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