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

Claim 5:
6. A computer program product comprising:
one or more computer readable storage media and program instructions stored on the one or more computer readable storage media, the program instructions comprising:
program instructions to determine a user state based on received information, wherein the program instructions to determine a user state comprise:
program instructions to group observed actions within a specified time period;
program instructions to assign values to each observed action in the group based, at least in part, on context derived to respective observed actions,
program instructions to add the assigned values to each observed action in the group,
program instructions to associate 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,
program instructions to group one or more observed actions in the group into subgroups based on the matching, and
program instructions to determine whether a threshold value for observed actions in the group is reached or exceeded; and

program instructions to, in response to determining a user state reaching a threshold value based on the threshold value for observed actions in the group, improve 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.