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. 15, 2019

Filed:

Sep. 11, 2015
Applicant:

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

Inventors:

Javad Azimi, Palo Alto, CA (US);

Ruofei Zhang, Mountain View, CA (US);

Muhammad Adnan Alam, Seattle, WA (US);

Assignee:
Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06F 16/951 (2019.01); G06F 17/27 (2006.01); G06F 16/33 (2019.01); G06F 16/335 (2019.01); G06N 3/08 (2006.01);
U.S. Cl.
CPC ...
G06F 16/951 (2019.01); G06F 16/334 (2019.01); G06F 16/335 (2019.01); G06F 17/277 (2013.01); G06N 3/084 (2013.01);
Abstract

A computer-implemented technique is described herein for modifying original keyword information to increase the probability that it will match the queries input by users. The technique operates by using a search engine to provide supplemental information that is relevant to the original keyword information. The technique then mines the supplemental information to extract frequently-occurring n-grams. Next, the technique removes n-grams that are considered to represent noise, and then uses a deep-structured machine-learned model to assign score values to the remaining n-grams. Finally, the technique supplements and/or replaces the original keyword information with the highest-scoring n-grams.


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Azimi, Javad. (2019). Rewriting keyword information using search engine results (U.S. Patent No. 10445376). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/10445376

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