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:
Feb. 15, 2022
Filed:
Jun. 06, 2018
Applicant:
Microsoft Technology Licensing, Llc, Redmond, WA (US);
Inventors:
Keng-hao Chang, San Jose, CA (US);
Srinivasa Reddy Neerudu, Redmond, WA (US);
Sujith Vishwajith, Cupertino, CA (US);
Ruofei Zhang, Mountain View, CA (US);
Assignee:
Microsoft Technology Licensing LLC, Redmond, WA (US);
Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06F 16/35 (2019.01); G06F 16/31 (2019.01); G06K 9/62 (2006.01); G06F 40/30 (2020.01); G06F 40/247 (2020.01);
U.S. Cl.
CPC ...
G06F 16/35 (2019.01); G06F 16/313 (2019.01); G06F 40/247 (2020.01); G06F 40/30 (2020.01); G06K 9/6267 (2013.01);
Abstract
A taxonomy of categories, attributes, and values can be conflated with new data triplets by identifying one or more conflation candidates among the attribute-value pairs within a category of the taxonomy that matches the category of the data triplet, and determining a suitable merge action for conflating the data triplet with each conflation candidate. The task of determining merge actions may be cast as a classification problem, and may be solved by an ensemble classifier.