Artificial Intelligence in Education and Its Implications: A Systematic Literature Mapping

Authors

  • Oscar Darío León Granizo Universidad Abierta Interamericana, Facultad de Tecnología Informática, Centro de Altos Estudios en Tecnología Informática. Buenos Aires, Argentina. https://orcid.org/0000-0002-1118-2108
  • Carlos Neil Universidad Abierta Interamericana, Facultad de Tecnología Informática, Centro de Altos Estudios en Tecnología Informática. Buenos Aires, Argentina https://orcid.org/0000-0002-2207-1665
  • Cinthya Susana Cedillo Jiménez Universidad Estatal de Milagro image/svg+xml

DOI:

https://doi.org/10.37431/conectividad.v5i1.102

Keywords:

Artificial intellligence in education, Smart tutors, Online education

Abstract

Artificial intelligence (AI) has demonstrated its potential as a promising tool in the field of education, with significant implications for how education and knowledge acquisition are approached. The inclusion of AI in education has allowed for a boost in educational content recommendation, making learning more personalized and efficient. The goal is for artificial intelligence to serve as a significant support to educators. Currently, there are educational applications that utilize machine learning algorithms to enhance learning. However, the aim is to go further, enabling students to receive automatic and efficient feedback in online education. Various sources of information, such as scientific articles and specialized journals, were used  to gather and analyze relevant data. The purpose of this systematic review is to understand the current state of scientific research related to the topic. The results reveal that the implementation of AI in education has proven beneficial in several aspects, including automated assessment, adaptive learning processes, and the optimization of educational effectiveness. AI has the potential to transform education, but it is essential to address the challenges and ensure ethical and effective implementation.

References

Ang, K. L.-M., Ge, F. L., & Seng, K. P. (2020). Big Educational Data & Analytics: Survey, Architecture and Challenges. IEEE Access, 8, 116392-116414. https://doi.org/10.1109/ACCESS.2020.2994561

Ayanwale, M. A., Sanusi, I. T., Adelana, O. P., Aruleba, K. D., & Oyelere, S. S. (2022). Teachers' readiness and intention to teach artificial intelligence in schools. Computers and Education: Artificial Intelligence, 3, 100099. https://doi.org/10.1016/j.caeai.2022.100099

Barrionuevo, L. B., Boccardo, S. del C., & Medina, S. (2021). Virtualidad en La Educación: El Desafío De Construir Calidad, Igualdad Y Equidad en La Escuela en Tiempos De Pandemia. In Revista Convergencia Educativa. https://doi.org/10.29035/rce.10.44

Castaneda, A. U. (2023). Un Viaje Hacia La Inteligencia Artificial en La Educación. In Realidad Y Reflexión. https://doi.org/10.5377/ryr.v1i56.15776

Göçen, A., & Aydemir, F. (2020). Artificial Intelligence in Education and Schools. In Research on Education and Media. https://doi.org/10.2478/rem-2020-0003

González-Videgaray, M., & Romero-Ruiz, R. (2022). Inteligencia artificial en educación: De usuarios pasivos a creadores críticos. FIGURAS REVISTA ACADÉMICA DE INVESTIGACIÓN, 4(1), 48-58. https://doi.org/10.22201/fesa.26832917e.2022.4.1.243

Guan, C., Mou, J., & Jiang, Z. (2020). Artificial intelligence innovation in education: A twenty- year data-driven historical analysis. International Journal of Innovation Studies, 4(4), 134-147. https://doi.org/10.1016/j.ijis.2020.09.001

Hashim, S., Omar, M. K., Jalil, H. A., & Sharef, N. M. (2022). Trends on Technologies and Artificial Intelligence in Education for Personalized Learning: Systematic Literature Review. In International Journal of Academic Research in Progressive Education and Development. https://doi.org/10.6007/IJARPED/v11-i1/12230

Laupichler, M. C., Aster, A., Schirch, J., & Raupach, T. (2022). Artificial intelligence literacy in higher and adult education: A scoping literature review. Computers and Education: Artificial Intelligence, 3, 100101. https://doi.org/10.1016/j.caeai.2022.100101

Lim, T., Gottipati, S., & Cheong, M. (2023). Artificial Intelligence in Today's Education Landscape: Understanding and Managing Ethical Issues for Educational Assessment. https://doi.org/10.21203/rs.3.rs-2696273/v1

Luan, H., Géczy, P., Lai, H., Gobert, J. D., Yang, S. J. H., Ogata, H., Baltes, J., Guerra, R. da S., Li, P., & Tsai, C. C. (2020). Challenges and Future Directions of Big Data and Artificial Intelligence in Education. In Frontiers in Psychology. https://doi.org/10.3389/fpsyg.2020.580820

Manrique, W. G., & Vargas, G. I. de L. (2019). Inteligencia Artificial Y Su Aplicación en La Administración De Justicia. In Revista Jurídica Mario Alario D'filippo. https://doi.org/10.32997/2256-2796-vol.11-num.21-2019-2501

Marques, L. S., Gresse Von Wangenheim, C., & Hauck, J. C. R. (2020). Teaching machine learning in school: A systematic mapping of the state of the art. Informatics in Education, 19(2), 283-321. https://doi.org/10.15388/infedu.2020.14

Martins, R. M., & Gresse Von Wangenheim, C. (2022). Findings on Teaching Machine Learning in High School: A Ten - Year Systematic Literature Review. Informatics in Education, 00(00). https://doi.org/10.15388/infedu.2023.18

Morales, S. G. (2021). La Motivación Al Aprendizaje en La Educación Virtual Universitaria. In Revista Guatemalteca De Educación Superior. https://doi.org/10.46954/revistages.v4i2.61

Moreno Padilla, R. D. (2019). La llegada de la inteligencia artificial a la educación. Revista de Investigación En Tecnologías de La Información, 7(14), 260-270. https://doi.org/10.36825/RITI.07.14.022

Mosquera, J. M. L., Suarez, C. G. H., & Guerrero, V. H. (2021). Una Revisión Sistemática Sobre Aula Invertida Y Aprendizaje Colaborativo Apoyados en Inteligencia Artificial Para El Aprendizaje De Programación. In Tecnura. https://doi.org/10.14483/22487638.16934

Ocaña-Fernández, Y., Valenzuela-Fernández, L. A., & Garro-Aburto, L. L. (2019). Inteligencia artificial y sus implicaciones en la educación superior. Propósitos y Representaciones, 7(2), 536-552. https://doi.org/10.20511/pyr2019.v7n2.274

R Gera, P. C. (2021). Systematic review of artificial intelligence in higher education (2000-2020) and future research directions. Advances in Global Education and Research, 4, 1-17.

Roslan, M. H. bin, & Chen, C. J. (2022). Educational Data Mining for Student Performance Prediction: A Systematic Literature Review (2015-2021). International Journal of Emerging Technologies in Learning, 17(5), 147-179. https://doi.org/10.3991/ijet.v17i05.27685

Tito, L. P. D., Cárdenas, J. V. T., Curo, G. G., & Barreto, A. M. B. (2021). Inteligencia Artificial Aplicada Al Sector Educativo. In Revista Venezolana De Gerencia. https://doi.org/10.52080/rvgluz.26.96.12

Yang, D., Oh, E.-S., & Wang, Y. (2020). Hybrid Physical Education Teaching and Curriculum Design Based on a Voice Interactive Artificial Intelligence Educational Robot. In Sustainability. https://doi.org/10.3390/su12198000

Published

2024-01-15

How to Cite

León Granizo, O. D., Neil, C., & Cedillo Jiménez, C. S. (2024). Artificial Intelligence in Education and Its Implications: A Systematic Literature Mapping. CONECTIVIDAD, 5(1), 49–66. https://doi.org/10.37431/conectividad.v5i1.102

Issue

Section

Research Articles