Computer program product, computer implemented method, and system for cognitive item selection with data mining
AssigneeKyndryl, Inc.
InventorsDiwesh Pandey, Aaron K. Baughman, Todd R. Whitman, John P. Perrino
Life of this patent
Estimating the term…
Abstract
Methods, computer program products, and systems are presented. The methods include, for instance: ascertaining a user state of a user based on user state data for a cognitive menu selection service from an eatery by use of an electronic menu system. Selection criteria to request one or more items from menus of the eatery is determined based on the user state. A request including the selection criteria is sent and the one or more items corresponding to the selection criteria is obtained and presented to the user by use of a customized virtual reality interface on a personal device of the user.
Claims20
A computer program product comprising:
- a computer readable storage medium readable by one or more processor and storing instructions for execution by the one or more processor for performing a method comprising:
- ascertaining a user state of a user based on user state data gathered from a personal device of the user, by running the user state data through a selection forecasting model by use of machine learning as being trained with previous user state data and corresponding user states, wherein the user is being provided with a cognitive menu selection service for an eatery by use of an electronic menu system;
- determining, based on the selection forecasting model, selection criteria for the user on one or more items from menus of the eatery in a request, wherein the selection criteria correspond to the user state from the ascertaining, wherein the selection criteria is determined by the personal device of the user with use of analysis of the user state data, and wherein the request including the selection criteria is sent from the personal device of the user to the electronic menu system, wherein the electronic menu system is remote from the personal device of the user;
- obtaining from the electronic menu system, the one or more items from the menus of the eatery, based on sending the request to the electronic menu system, wherein the one or more items correspond to the selection criteria in the request;
- presenting the one or more items from the obtaining to the user, by use of a customized virtual reality interface on the personal device of the user, the presenting comprising:
- playing, by the personal device of the user, a multi-dimensional augmented reality (AR) presentation clip, the presentation clip associated with the one or more item in the electronic menu system from the menus of the eatery, wherein the presentation clip includes ingredients, flavor, and nutritional facts, respectively corresponding to the one or more item, and wherein the presentation clip in the electronic menu system presents a certain holographic presentation of a dish including the one or more item from the menus of the eatery being prepared for the user on a table, with table settings;
- and
- in response to the presentation clip presenting the certain holographic presentation of the dish including the one or more item from the menus of the eatery being prepared for the user on the table, receiving selection data by the user amongst the one or more items from the presenting and sending the selection data to the electronic menu system to place an order from the eatery.
A computer implemented method, comprising:
- ascertaining a user state of a user based on user state data gathered from a personal device of the user, by miming the user state data through a selection forecasting model by use of machine learning as being trained with previous user state data and corresponding user states, wherein the user is being provided with a cognitive menu selection service for an eatery by use of an electronic menu system;
- determining, based on the selection forecasting model, selection criteria for the user on one or more items from menus of the eatery in a request, wherein the selection criteria correspond to the user state from the ascertaining, wherein the selection criteria is determined by the personal device of the user with use of analysis of the user state data, and wherein the request including the selection criteria is sent from the personal device of the user to the electronic menu system, wherein the electronic menu system is remote from the personal device of the user;
- obtaining from the electronic menu system, the one or more items from the menus of the eatery, based on sending the request to the electronic menu system, wherein the one or more items correspond to the selection criteria in the request;
- presenting the one or more items from the obtaining to the user, by use of a customized virtual reality interface on the personal device of the user, the presenting comprising:
- playing, by the personal device of the user, a multi-dimensional augmented reality (AR) presentation clip, the presentation clip associated with the one or more item in the electronic menu system from the menus of the eatery, wherein the presentation clip includes ingredients, flavor, and nutritional facts, respectively corresponding to the one or more item, and wherein the presentation clip in the electronic menu system presents a certain holographic presentation of a dish including the one or more item from the menus of the eatery being prepared for the user on a table, with table settings;
- and
- in response to the presentation clip presenting the certain holographic presentation of the dish including the one or more item from the menus of the eatery being prepared for the user on the table, receiving selection data by the user amongst the one or more items from the presenting and sending the selection data to the electronic menu system to place an order from the eatery.
A system comprising:
- a memory;
- one or more processor in communication with the memory;
- and
- program instructions executable by the one or more processor via the memory to perform a method comprising:
- ascertaining a user state of a user based on user state data gathered from a personal device of the user, by running the user state data through a selection forecasting model by use of machine learning as being trained with previous user state data and corresponding user states, wherein the user is being provided with a cognitive menu selection service for an eatery by use of an electronic menu system;
- determining, based on the selection forecasting model, selection criteria for the user on one or more items from menus of the eatery in a request, wherein the selection criteria correspond to the user state from the ascertaining, wherein the selection criteria is determined by the personal device of the user with use of analysis of the user state data, and wherein the request including the selection criteria is sent from the personal device of the user to the electronic menu system, wherein the electronic menu system is remote from the personal device of the user;
- obtaining from the electronic menu system, the one or more items from the menus of the eatery, based on sending the request to the electronic menu system, wherein the one or more items correspond to the selection criteria in the request;
- presenting the one or more items from the obtaining to the user, by use of a customized virtual reality interface on the personal device of the user, the presenting comprising:
- playing, by the personal device of the user, a multi-dimensional augmented reality (AR) presentation clip, the presentation clip associated with the one or more item in the electronic menu system from the menus of the eatery, wherein the presentation clip includes ingredients, flavor, and nutritional facts, respectively corresponding to the one or more item, and wherein the presentation clip in the electronic menu system presents a certain holographic presentation of a dish including the one or more item from the menus of the eatery being prepared for the user on the table, with table settings;
- and
- in response to the presentation clip presenting the certain holographic presentation of the dish including the one or more item from the menus of the eatery being prepared for the user on the table, receiving selection data by the user amongst the one or more items from the presenting and sending the selection data to the electronic menu system to place an order from the eatery.
Dependencies are inferred from the claim text.