SURVEY ON PERSONLITY CLASSIFICATION


Authors : Shrikant A. Shinde; Chaitrali Bhosale; Prachi Kumbhar; Sandip Kokare; Sumedh Loharikar

Volume/Issue : Volume 8 - 2023, Issue 4 - April

Google Scholar : https://bit.ly/3TmGbDi

Scribd : https://bit.ly/3LCy2Zk

DOI : https://doi.org/10.5281/zenodo.7878240

Abstract : - Personality is one of the most important aspects of the human beings. In different professional sectors like IT sector, financial sector, Business Sector, etc., the first thing that a person notice is personality. Thus, predicting personality has become one of the major tasks. In this paper we present the survey of different techniques and algorithms necessary for classification of personality. We compare and contrast different techniques as well as algorithms on the basis of performance measures such as accuracy, precision, recall, error rate etc.

Keywords : Big Five Model, Neural networks, Personality prediction, SVM

- Personality is one of the most important aspects of the human beings. In different professional sectors like IT sector, financial sector, Business Sector, etc., the first thing that a person notice is personality. Thus, predicting personality has become one of the major tasks. In this paper we present the survey of different techniques and algorithms necessary for classification of personality. We compare and contrast different techniques as well as algorithms on the basis of performance measures such as accuracy, precision, recall, error rate etc.

Keywords : Big Five Model, Neural networks, Personality prediction, SVM

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