Patent ID: 11860944
Assignee: INTERNATIONAL BUSINESS MACHINES CORPORATION
Field: Medical technology (Instruments)
Classification: CPC A  G | IPC A  G

Claim 0:
1. A computer-implemented method comprising:
determining a user state based on received information, wherein determining a user state comprises:
grouping observed actions within a specified time period;
assigning values to each observed action in the group based, at least in part, on context derived to respective observed actions,
adding the assigned values to each observed action in the group,
associating each observed action in the group to a state based on a matching of an observed action to a stored action associated with a known state,
grouping one or more observed actions in the group into subgroups based on the matching, and
determining whether a threshold value for observed actions in the group is reached or exceeded; and

in response to determining a user state reaching a threshold value based on the threshold value for observed actions in the group, improving an automated response environment by generating a state aware interface that facilitates interactions with a user and recalls previous interactions with the user based on the determined user state.