articleFrontiers in PsychologyJun 19, 2024GOLD OA

Integrating artificial intelligence to assess emotions in learning environments: a systematic literature review

Ibero American University · Universidad Europea del Atlántico · +3 more institutions

PubMed
Indexed incrossrefdoajpubmed

Abstract

Introduction

Artificial Intelligence (AI) is transforming multiple sectors within our society, including education. In this context, emotions play a fundamental role in the teaching-learning process given that they influence academic performance, motivation, information retention, and student well-being. Thus, the integration of AI in emotional assessment within educational environments offers several advantages that can transform how we understand and address the socio-emotional development of students. However, there remains a lack of comprehensive approach that systematizes advancements, challenges, and opportunities in this field.

Aim

This systematic literature review aims to explore how artificial intelligence (AI) is used to evaluate emotions within educational settings. We provide a comprehensive overview of the current state of research, focusing on advancements, challenges, and opportunities in the domain of AI-driven emotional assessment within educational settings. Method: The review involved a search across the following academic databases: Pubmed, Web of Science, PsycINFO and Scopus. Forty-one articles were selected that meet the established inclusion criteria. These articles were analyzed to extract key insights related to the integration of AI and emotional assessment within educational environments.

Citation impact

186
total citations
FWCI
57.98
Percentile
100%
References
101
Citations per year

Authors

6

Topics & keywords

Keywords
  • PsycINFO
  • Scopus
  • Context (archaeology)
  • Variety (cybernetics)
  • Psychology
  • Artificial intelligence
  • Systematic review
  • Process (computing)
UN Sustainable Development Goals
  • Quality Education
No related works found for this paper.