Method and system for determining collaboration between employees using artificial intelligence (AI)

US11847614B2 · kind B2 · utility

Assignee

• HCL Technologies Limited · IN

Inventors

• Navin Sabharwal · New Delhi, IN
• Amit Agrawal · Noida, IN

Key dates

• Filing date: Mar 12, 2021
• Grant date: Dec 19, 2023
• Expiry date: Jan 14, 2042

Classification

• Technology area (CPC G): Physics
• CPC primary: G06Q10/06398
• WIPO field: IT methods for management
• WIPO sector: Electrical engineering

Abstract

A method and system for determining collaboration between employees is disclosed. In some embodiments, the method includes receiving a plurality of collaboration parameters associated with a set of employees. The method further includes creating a plurality of employee nodes associated with the set of employees in a hierarchical tree, based on the plurality of collaboration parameters and a first pre-trained machine learning model. The method further includes generating a plurality of vector embeddings associated with the plurality of employee nodes, based on the first pre-trained machine learning model. The method further includes determining a degree of collaboration between at least two employees from the set of employees based on one or more vector embeddings from the generated plurality of embeddings.