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:
Jun. 24, 2025

Filed:

Apr. 10, 2023
Applicant:

Yahoo Assets Llc, New York, NY (US);

Inventors:

Kapil Thadani, New York, NY (US);

Akshay Soni, New York, NY (US);

Parikshit Shah, New York, NY (US);

Troy Chevalier, New York, NY (US);

Sreekanth Ramakrishnan, New York, NY (US);

Aaron Nagao, New York, NY (US);

Zhi Qu, New York, NY (US);

Assignee:

Yahoo Assets LLC, New York, NY (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/08 (2023.01); G06F 16/2457 (2019.01); G06F 16/338 (2019.01); G06F 40/216 (2020.01); G06N 3/006 (2023.01); G06N 3/02 (2006.01); G06N 3/084 (2023.01); G06N 7/01 (2023.01); G06N 7/02 (2006.01);
U.S. Cl.
CPC ...
G06N 3/08 (2013.01); G06F 16/24578 (2019.01); G06F 40/216 (2020.01); G06N 7/01 (2023.01); G06F 16/338 (2019.01); G06N 3/006 (2013.01); G06N 3/02 (2013.01); G06N 3/084 (2013.01); G06N 7/023 (2013.01); G06N 7/026 (2013.01);
Abstract

A method is provided, including: storing comments generated in response to a content item served over a network; analyzing the comments to determine features associated with each of the comments; using a scoring model to score each comment based on the comment's corresponding features; receiving a request to serve a subset of the comments; responsive to the request, selecting a ranking of the comments that is one permutation from possible rankings of the comments, wherein selecting the ranking is in accordance with a probability distribution of the possible rankings that is based on the scores of the comments; serving comments identified by the selected ranking over the network to a client device; determining a dwell time on the served comments; applying the dwell time to update the scoring model.


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