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:
Sep. 06, 2022

Filed:

Oct. 20, 2017
Applicant:

Yahoo Holdings, Inc., Sunnyvale, CA (US);

Inventors:

Suleyman Cetintas, Santa Clara, CA (US);

Jian Yang, Palo Alto, CA (US);

Ben Shahshahani, Menlo Park, CA (US);

Assignee:

YAHOO AD TECH LLC, Dulles, VA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06Q 30/02 (2012.01); G06N 3/08 (2006.01);
U.S. Cl.
CPC ...
G06Q 30/0242 (2013.01); G06N 3/08 (2013.01); G06Q 30/02 (2013.01); G06Q 30/0277 (2013.01);
Abstract

Systems, devices, and methods are disclosed for predicting potential effectiveness of query-triggered internet advertisements received from different web page publishers using a deep learning neural network language model for clustering queries, and for automatically adjusting bids for advertisements by advertisers based on the predicted potential effectiveness. Using query-clusters rather than queries for adjusting bids for advertisements allows for more accurate and more consistent bidding strategy despite of sparsity in historical advertisement performance data, higher return on investments for the advertisers, and higher revenue for the publishers of the advertisements.


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