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. 18, 2022

Filed:

Apr. 24, 2020
Applicant:

Roblox Corporation, San Mateo, CA (US);

Inventors:

Nikolaus Sonntag, San Mateo, CA (US);

Aswath Manoharan, San Mateo, CA (US);

I-Wu Lu, San Mateo, CA (US);

Eric Holmdahl, San Mateo, CA (US);

Madhok Shivaratre, San Mateo, CA (US);

Assignee:

Roblox Corporation, San Mateo, CA (US);

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06F 16/00 (2019.01); G06F 16/33 (2019.01); G06N 20/00 (2019.01); G06F 16/335 (2019.01); G06F 40/56 (2020.01); G06F 16/332 (2019.01); G06F 40/263 (2020.01);
U.S. Cl.
CPC ...
G06F 16/3334 (2019.01); G06F 16/335 (2019.01); G06F 16/3329 (2019.01); G06F 40/263 (2020.01); G06F 40/56 (2020.01); G06N 20/00 (2019.01);
Abstract

A user query, such as a user query processed by the online game system, is provided as input into a trained machine learning model. The machine learning model predicts candidate languages of the user query and outputs language confidence scores for the candidate languages. The user query is also matched with stored query data associated with game information in individual language databases for the respective candidate languages. A match scores may be determined based on a certainty of the respective response matches. The match scores and the language confidence scores may be weighted to determine a weighted score. The weighted scores of the response matches are applied to decide which game information retrieved from the identified database is used in forming a response of search results to the user.


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