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.

Date of Patent:
Oct. 27, 2026

Filed:

Apr. 14, 2022
Applicant:

Microsoft Technology Licensing, Llc, Redmond, WA (US);

Inventors:

Hua Li, Bellevue, WA (US);

Amit Sharma, Bengaluru, IN;

Jian Jiao, Bellevue, WA (US);

Ruofei Zhang, Mountain View, CA (US);

Assignee:
Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06N 7/01 (2023.01); G06F 16/2458 (2019.01); G06N 5/04 (2023.01); G06N 20/00 (2019.01); G06Q 30/0242 (2023.01);
U.S. Cl.
CPC ...
G06N 7/01 (2023.01); G06F 16/2477 (2019.01); G06N 5/04 (2013.01); G06N 20/00 (2019.01); G06Q 30/0242 (2013.01);
Abstract

A computing device including a processor configured to receive data indicating, for a query category within a sampled time period, a matching density defined as a number of matches per query. The processor may generate a structural causal model (SCM) of the data within the sampled time period. The SCM may include a plurality of structural equations. Based at least in part on the plurality of structural equations, the processor may estimate a structural equation error value for the matching density. The processor may update a value of a target SCM output variable to a counterfactual updated value. Based at least in part on the SCM, the counterfactual updated value, and the structural equation error value, the processor may compute a predicted matching density when the target SCM output variable has the counterfactual updated value. The processor may output the predicted matching density.


Find Patent Forward Citations

Li, Hua. (2026). Predicting matching density with structural causal model (U.S. Patent No. 12775857). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12775857

Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile

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