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.
Patent No.:
Date of Patent:
Oct. 18, 2022
Filed:
Feb. 26, 2020
Microsoft Technology Licensing, Llc, Redmond, WA (US);
Jianling Zhong, San Jose, CA (US);
Weiwei Guo, Foster City, CA (US);
Lin Guo, Sunnyvale, CA (US);
Huiji Gao, Sunnyvale, CA (US);
Bo Long, Palo Alto, CA (US);
Microsoft Technology Licensing, LLC, Redmond, WA (US);
Abstract
Machine learning based method for generating personalized query suggestions is described. Different users may have different search intent even when they are inputting the same search query. The technical problem of personalizing search query suggestions produced by a machine learning model is addressed by extending the sequence to sequence machine learning model framework to be able to take into consideration additional, personalized features of the user, such as, e.g., profile industry, language, geographic location, etc. This methodology includes an offline model training framework as well as an online serving framework.