Exploring Personality Traits: A Big Five Profiling of Fictional Movie Characters

Authors

  • Diana Jiménez Instituto Politécnico Nacional
  • Omar Juárez-Gambino Instituto Politécnico Nacional
  • Hiram Calvo Instituto Politécnico Nacional
  • Elsy G. Cruz-Murrieta Instituto Politécnico Nacional

DOI:

https://doi.org/10.13053/cys-28-4-5294

Keywords:

Exploring Personality Traits, A Big Five Pro ling of Fictional Movie Characters

Abstract

In this article, we explore the viability of establishing a personality profiling system rooted in the Big Five model for movie characters. We curated a corpus sourced from movie scripts and proceeded to evaluate several traditional machine learning models alongside an LSTM model. Our findings indicate that traditional machine learning outperforms the LSTM model in this context.

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Published

2024-12-03

Issue

Section

Articles of the Thematic Section