International Business Machines Corporation
ACTIVE LEARNING IMPROVING SIMILAR TASK RECOMMENDATIONS

Abstract:

A method, computer system, and computer program product for training a machine learning model for use by a task management system are provided. The embodiment may include presenting a task to be resolved to a user via a user interface. The embodiment may also include presenting a further task to be resolved to the user via the user interface. The embodiment may further include predicting time to be spent on the further task presented to the user. The embodiment may also include determining actual time the user spent completing the further task. The embodiment may further include training a machine learning model for a subsequent similar task based on the predicted time and the determined actual time.