Patent ID: 11875564
Assignee: INTERNATIONAL BUSINESS MACHINES CORPORATION
Field: Computer technology (Electrical engineering)
Classification: CPC G  H | IPC G  H

Claim 0:
1. A method for part identification, the method comprising:
observing a user interaction with a physical object using an Internet of Things (IoT) device;
identifying the physical object within a knowledge corpus using one or more image analysis tools;
leveraging an identity of the physical object to identify one or more similar interactions with the physical object stored in the knowledge corpus;
generating one or more recommendations using a machine learning model based on a sentiment analysis of the one or more similar interactions with the physical object, wherein the one or more recommendations include at least one or more of instructions on handling the physical object, one or more e-commerce recommendations, or one or more Augmented Reality (AR) generated parts;
receiving a user selected recommendation from the one or more recommendations displayed to the user on the IoT device; and
retraining the machine learning model for future recommendations by adjusting a weighting of the sentiment analysis against other factors based on the user selected recommendation.