/Systems And Methods Of Multimodal Interaction-based Supply Chain Execution
Abstract

A system and method are disclosed for performing supply chain execution. The method includes monitoring for a current user, a user interaction and user input signals, a user environment and a user intent, detecting the user intent from input signals, determining a focus prompt of the current user, detecting the input signals and the user interaction and determining with a multitask transformer associated prompts, calculating action-based similarity to generate a recommendation score of action similarity, applying collaborative filtering on user-user similarity, identifying a most similar user based on the applied collaborative filtering to generate a user-user similarity, combining the recommendation score with the user-user similarity and superimposing a response classifier to generate a combined adaptive weighting scheme, identifying top suggested actions the current user is expected to perform based on the combined adaptive weighting scheme, and displaying the top suggested actions in real time to the current user.

Full Text

What is claimed is:

A system and method are disclosed for performing supply chain execution. The method includes monitoring for a current user, a user interaction and user input signals, a user environment and a user intent, detecting the user intent from input signals, determining a focus prompt of the current user, detecting the input signals and the user interaction and determining with a multitask transformer associated prompts, calculating action-based similarity to generate a recommendation score of action similarity, applying collaborative filtering on user-user similarity, identifying a most similar user based on the applied collaborative filtering to generate a user-user similarity, combining the recommendation score with the user-user similarity and superimposing a response classifier to generate a combined adaptive weighting scheme, identifying top suggested actions the current user is expected to perform based on the combined adaptive weighting scheme, and displaying the top suggested actions in real time to the current user.
Timeline
Filed
06/01/2026
Published
09/24/2026
Granted
Not Available
IPC Codes(6)
G06Q 30/0601:Electronic shopping [e-shopping]
G02B 27/00:Optical systems or apparatus not provided for by any of the groups
G06Q 10/0631:Resource planning, allocation, distributing or scheduling for enterprises or organisations