Research indicates that a task or item that is forgotten is presaged by a change in routine. This disclosure describes techniques to automatically determine that a user may have forgotten a task or item. The determination is made based on analysis of user permitted data such as calendar appointments, location, etc. that indicate a change in routine. Upon determination that the user is likely to forget a task or item, e.g., due to change in routine, an alert is provided to the user.
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Zhang, Lingyi and Sze, Cliff Chin Ngai, "Automatic Alerts Based On Departure From Routine", Technical Disclosure Commons, (October 04, 2019)