Open Access

ARTICLE

Personality Detection Using Context Based Emotions in Cognitive Agents

by Nouh Sabri Elmitwally^1,2, Asma Kanwal^3,4, Sagheer Abbas³, Muhammad A. Khan⁵, Muhammad Adnan Khan^6,*, Munir Ahmad³, Saad Alanazi¹

1 College of Computer and Information Sciences, Jouf University, Sakaka, 72341, Saudi Arabia
2 Department of Computer Science, Faculty of Computers and Artificial Intelligence, Cairo University, 12613, Egypt
3 School of Computer Science, National College of Business administration and Economics, Lahore, 54000, Pakistan
4 Department of Computer Science, GC University, Lahore, Pakistan
5 Riphah School of Computing & Innovation, Faculty of Computing, Riphah International University, Lahore Campus, Lahore, 54000, Pakistan
6 Pattern Recognition and Machine Learning Lab, Department of Software, Gachon University, Seongnam, 13120, Korea

* Corresponding Author: Muhammad Adnan Khan. Email:

Computers, Materials & Continua 2022, 70(3), 4947-4964. https://doi.org/10.32604/cmc.2022.021104

Received 22 June 2021; Accepted 23 July 2021; Issue published 11 October 2021

Abstract

Detection of personality using emotions is a research domain in artificial intelligence. At present, some agents can keep the human’s profile for interaction and adapts themselves according to their preferences. However, the effective method for interaction is to detect the person’s personality by understanding the emotions and context of the subject. The idea behind adding personality in cognitive agents begins an attempt to maximize adaptability on the basis of behavior. In our daily life, humans socially interact with each other by analyzing the emotions and context of interaction from audio or visual input. This paper presents a conceptual personality model in cognitive agents that can determine personality and behavior based on some text input, using the context subjectivity of the given data and emotions obtained from a particular situation/context. The proposed work consists of Jumbo Chatbot, which can chat with humans. In this social interaction, the chatbot predicts human personality by understanding the emotions and context of interactive humans. Currently, the Jumbo chatbot is using the BFI technique to interact with a human. The accuracy of proposed work varies and improve through getting more experiences of interaction.

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Keywords

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