A Novel Artificial Social Cognitive Agent Model for Teaching the Concepts

Author:

Gupta Yogesh1ORCID,Prajapati Atul Prakash2ORCID

Affiliation:

1. School of Engineering and Technology, BML Munjal University, Gurugram, India

2. Faculty of Engineering, Dayalbagh Educational Institute, Agra, India

Abstract

Nowadays, extracting the most suitable information becomes a very challenging problem as accumulation of data over Internet is exponentially increasing. This raises the need of such systems which can process data meaningfully, have capability of understanding the user’s questions, and can provide the most relevant information. The existing systems are not capable of giving precise results. The performance of such systems can be improved using Natural Language Processing (NLP) and Cognitive Computing System. Therefore, an artificial cognitive agent is proposed in this paper using NLP, which can take decisions in real-life using social cognition. These agents are expert in their respective domains. Moreover, social behavioural aspects and the constraints of proposed cognitive agent are also modelled in this work. The performance of the proposed agent is evaluated on the concepts of Electric Motor domain in terms of various parameters. The results depict that the proposed artificial cognitive agent obtains satisfactory results.

Publisher

World Scientific Pub Co Pte Ltd

Subject

Library and Information Sciences,Computer Networks and Communications,Computer Science Applications

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