Big five personality traits prediction with AI

ABSTRACT:

Introduction

Openness, conscientiousness, extroversion, agreeableness and neuroticism are known as the Big Five personality traits (BFPT). They are theoretical building blocks of the personality and comprise wide and interconnected spectra. Artificial intelligence (AI) could help to grasp their complexity.

Objectives

To investigate whether AI could predict the BFPT from themselves.

Methods

Data from 2,697 questionnaires were analysed using an AI. The short form of the International Personality Item Pool was used to assess the BFPT. Four of the BFPT scores were employed to predict the fifth one and the procedure was repeated for all of them alternatively. The AI was conservatively tuned to maximize the one-way random intraclass correlation coefficient (ICC) betwee

SUBMITTER: Mereu A 

PROVIDER: S-EPMC9475767 | biostudies-literature | 2021 Aug

REPOSITORIES: biostudies-literature