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:
Nov. 08, 2022

Filed:

Jun. 11, 2019
Applicant:

Fujitsu Limited, Kawasaki, JP;

Inventors:

Junya Fujimoto, Atsugi, JP;

Yuichi Murase, Yokohama, JP;

Assignee:

FUJITSU LIMITED, Kawasaki, JP;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 20/20 (2019.01); G06N 20/00 (2019.01); G06N 20/10 (2019.01); G06Q 10/06 (2012.01); G06N 5/04 (2006.01); G06N 5/02 (2006.01);
U.S. Cl.
CPC ...
G06N 20/20 (2019.01); G06N 20/00 (2019.01); G06N 20/10 (2019.01); G06Q 10/0633 (2013.01); G06N 5/025 (2013.01); G06N 5/04 (2013.01); G06Q 10/063114 (2013.01);
Abstract

An information processing apparatus includes a processor that acquires measurement information measured by a device put on a task performer; detects a predetermined operation in the measurement information; extracts feature vectors from an operation section in which the predetermined operation has been detected; divides the feature vectors into clusters by division methods; obtains ratios at which the feature vectors are classified into the respective clusters in a predetermined time; performs learning by using the ratios as an input and using, as an output label, information indicating whether the task performer performs a predetermined task in the predetermined time; generates a task estimation model by determining weighting for the clusters based on a result of the learning; and estimates, by using the task estimation model, whether the task performer is in a process of performing the predetermined task.


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