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:
Dec. 07, 2021
Filed:
Sep. 23, 2018
Applicant:
Microsoft Technology Licensing, Llc., Redmond, WA (US);
Inventors:
Shengyu Fu, Redmond, WA (US);
Sai Tulasi Neppali, Hyderabad, IN;
Neelakantan Sundaresan, Bellevue, WA (US);
Siyu Yang, Redmond, WA (US);
Assignee:
MICROSOFT TECHNOLOGY LICENSING, LLC., Redmond, WA (US);
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 16/2458 (2019.01); G06F 17/18 (2006.01);
U.S. Cl.
CPC ...
G06F 16/2465 (2019.01); G06F 17/18 (2013.01);
Abstract
A distributed sequential pattern data mining framework mines user data to determine statistically-relevant sequential patterns which are used to correlate the sequential patterns to a particular outcome. The correlation is provided by a statistical model, a binary predictive model and/or a logistic regression model which uses the sequential patterns to learn the behavior of end users during their usage of a software application.