The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Patent No.:

US 10769222 B1

PDF
Full Text
Expired
Date of Patent:
Sep. 08, 2020

Filed:

Mar. 20, 2017
Applicant:

Facebook, Inc., Menlo Park, CA (US);

Inventor:

Sai Nishanth Parepally, Newark, CA (US);

Assignee:

Facebook, Inc., Menlo Park, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 16/9535 (2019.01); G06N 20/00 (2019.01); G06F 16/248 (2019.01); G06F 16/2457 (2019.01); G06F 16/33 (2019.01);
U.S. Cl.
CPC ...
G06F 16/9535 (2019.01); G06F 16/248 (2019.01); G06F 16/24578 (2019.01); G06F 16/334 (2019.01); G06N 20/00 (2019.01);
Abstract

In one embodiment, a method includes generating a reconstructed embedding of a query based on one or more term embeddings associated with the one or more query terms, respectively, on receiving a query with the one or more query terms, formulating an evaluation model based at least on the reconstructed embedding of the query, where the evaluation model calculates a relevance score for posts with respect to the search query based at least on the classifier vectors of the posts, and calculating, for each of the retrieved posts, a relevance score for the post by applying the associated classifier vector to the formulated evaluation model.


Find Patent Forward Citations

Parepally, Sai. (2020). Search result ranking based on post classifiers on online social networks (U.S. Patent No. 10769222). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/10769222

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