Work-item notification classifier
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United States of America Patent
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Jun 21, 2016
Grant Date -
Jan 1, 2015
app pub date -
Sep 16, 2014
filing date -
Feb 14, 2013
priority date (Note) -
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status (Latency Note)
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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.
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