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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.:

US 9373090 B1

PDFFull Text
Date of Patent:
Jun. 21, 2016

Filed:

Sep. 16, 2014

Work-item notification classifier

Applicant:

International Business Machines Corporation, Armonk, NY (US);

Inventors:

Monika Gupta, New Delhi, IN;

Debdoot Mukherjee, Kolkata, IN;

Vibha S. Sinha, New Delhi, IN;

Assignee:

International Business Machines Corporation, Armonk, NY (US);

Attorney:

David B. Woycechowsky

Primary Examiner:

Wilbert L Starks

Int. Cl.
CPC ...
G06N 5/04 (2006.01); G06N 99/00 (2010.01); G06Q 10/00 (2012.01); G06F 17/30 (2006.01); G06Q 10/06 (2012.01); H04L 29/08 (2006.01); G06N 5/02 (2006.01); G06N 5/00 (2006.01);
U.S. Cl.
CPC ...
G06N 99/005 (2013.01); G06F 17/30643 (2013.01); G06N 5/04 (2013.01); G06Q 10/00 (2013.01); G06Q 10/063114 (2013.01); H04L 67/306 (2013.01); G06N 5/00 (2013.01); G06N 5/02 (2013.01); G06N 5/022 (2013.01); G06N 5/025 (2013.01);
Abstract

Embodiments of the present invention provide a system, method, and program product for predicting the classification of a work-item notification generated by an issue tracking system. A computing device analyzes a new work-item notification using a trained binary classifier that was trained using at least a past and/or current work-item history that was collected as a tuple that includes information reflecting the workitem-ID, actor, timestamp, attribute, work-item start-value, and work-item end-value. The computing device, in response to analyzing the new work-item notification, predicts a classification of the new work-item notification. In an embodiment, the classification is used for display of the new work-item notification.

Find Patent Forward Citations

Gupta, Monika. (2016). Work-item notification classifier (U.S. Patent No. 9373090). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/9373090

Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile

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