Providing component recommendation using machine learning

US11763172B2 · kind B2 · utility

Assignee

• Tekion Corp · US

Inventors

• Jayaprakash Vijayan · Dublin, US
• Ved Surtani · Bengaluru, IN
• Nitika Gupta · Bengaluru, IN
• Pratheek Manjunath Bharadwaj · Mumbai, IN
• Indrajit Saha · Kasdol, IN

Key dates

• Filing date: Aug 16, 2021
• Grant date: Sep 19, 2023
• Expiry date: Aug 16, 2041

Classification

• Technology area (CPC G): Physics
• CPC primary: G06Q30/0631
• WIPO field: IT methods for management
• WIPO sector: Electrical engineering

Abstract

A management system operates in conjunction with entities to provide component recommendations for objects. The management system trains a machine learning model used to generate the component recommendations. The machine learning model is trained based on historical component entries describing components previously provided and identifiers of the components. The management system generates training data by classifying the historical component entries into predetermined component classifications. After the machine learning model is trained, the management system generates a customized recommendation of components for an object based on likelihoods of selection of the predetermined component classifications.