La inteligencia artificial como recurso educativo en la educación superior
DOI:
https://doi.org/10.26820/recimundo/8.(3).julio.2024.48-67Palabras clave:
Aprendizaje automatizado, Tecnología educativa, Sistemas inteligentes, Personalización del aprendizaje, Innovación pedagógicaResumen
El objetivo de esta revisión sistemática es analizar el estado actual del uso de la inteligencia artificial (IA) como recurso educativo en la educación superior. Se busca identificar las principales aplicaciones, beneficios, desafíos y limitaciones de la IA en este contexto, así como su impacto en el aprendizaje, la enseñanza y la gestión académica. Para llevar a cabo esta revisión, se siguió una metodología basada en las directrices PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses). Se realizaron búsquedas exhaustivas en bases de datos académicas como Scopus, Web of Science y Google Scholar, utilizando palabras clave como "inteligencia artificial", "educación superior", "tecnología educativa" y "aprendizaje automatizado". Se incluyeron estudios publicados entre 2010 y 2024. Se aplicaron criterios de inclusión y exclusión para seleccionar los artículos más relevantes, y los resultados se sintetizaron cualitativamente. Los resultados muestran que la inteligencia artificial se está aplicando en diversas áreas de la educación superior, tales como la personalización del aprendizaje, la evaluación automatizada, los sistemas de tutoría inteligente y la gestión administrativa. La revisión concluye que la IA tiene un gran potencial para transformar la educación superior, pero su implementación debe ser cuidadosa y acompañada de un enfoque ético y formativo. Es fundamental que las instituciones educativas inviertan en infraestructura tecnológica y en la capacitación docente para aprovechar al máximo las herramientas basadas en IA. Además, es necesario seguir investigando sobre el impacto a largo plazo de estas tecnologías en el desarrollo de habilidades críticas y el pensamiento creativo en los estudiantes.Descargas
Citas
Abderramán, M., Al-Zahrani., Talal, Alasmari. (2024). 13. Exploring the impact of artificial intelligence on higher education: The dynamics of ethical, social, and educational implications. Humanities & social sciences communications, doi: 10.1057/s41599-024-03432-4
Al Husseiny, F. (2023). Artificial Intelligence in Higher Education: A New Horizon. https://www.igi-global.com/chapter/artificial-intelligence-in-higher-education/318070
Alexander, B., Ashford-Rowe, K., Barajas-Murphy, N., Dobbin, G., Knott, J., McCormack, M., & Weber, N. (2019). Educause Horizon Report: Higher Education Edition. EDUCAUSE. https://library.educause.edu/resources/2019/4/2019-horizon-report
Anshu, Prakash, Murdan., Roshan, Halkhoree. (2024). Integration of Artificial Intelligence for educational excellence and innovation in higher education institutions. doi: 10.1109/sesai61023.2024.10599402
Bakhmat N. (2024). Artificial intelligence in higher education: possibilities of using. Pedagogical Education Theory and Practice doi: 10.32626/2309-9763.2023-161-173 https://www.researchgate.net/publication/379552533_ARTIFICIAL_INTELLIGENCE_IN_HIGHER_EDUCATION_POSSIBILITIES_OF_USING/citation/download
Borisov, B., & Stoyanova, T. (2024). Artificial intelligence in higher education: pros and cons. Science international Journal, 3(2), 1–7. https://doi.org/10.35120/sciencej0302001b
Chang, Q, Pan, X, Manikandan, N and Ramesh, S. (2022). Artificial Intelligence Technologies for Teaching and Learning in Higher Education. International Journal of Reliability, Quality and Safety Engineering. 29(5)- World Scientific Publishing Co. https://www.worldscientific.com/action/showCitFormats?doi=10.1142%2FS021853932240006X
Chen X, Xie H, Zou, D and Hwang, G (2020) Application and theory gaps during the rise of Artificial Intelligence in Education, Computers and Education: Artificial Intelligence, 1, https://www.sciencedirect.com/science/article/pii/S2666920X20300023
Chen, L., Chen, P., & Lin, Z. (2020). Artificial Intelligence in education: A review. Computers & Education, 146, 103751. https://doi.org/10.1016/j.compedu.2019.103751
Chen, X., Xie, H., Zou, D., & Hwang, G. J. (2020). Application and theory gaps during the rise of Artificial Intelligence in Education. Computers & Education, 146, 103751. https://doi.org/10.1016/j.compedu.2019.103751
Cota-Rivera. E,, González, Correa. M, Marín. L, Montenegro. M, Mercado A, Herrera., M., Martinez. (2024). Transforming Education With the Power of Artificial Intelligence. Advances in higher education and professional development book series, doi: 10.4018/979-8-3693-1666-5.ch006
Devaney, T. (2018). Artificial intelligence in higher education: Applications, promise, and perils. EDUCAUSE Review. https://er.educause.edu/articles/2018/8/artificial-intelligence-in-higher-education-applications-promise-and-perils
Elisha, Mupaikwa. (2023). The Use of Artificial Intelligence in Education. Advances in library and information science (ALIS) book series, doi: 10.4018/978-1-6684-8671-9.ch002
Fauzi, F., Wardhani, R., Wibowo, G. A., Cahyono, D., & Rahmi, H. (2024). Understanding Technology Trends In Education: How Artificial Intelligence Helps Learning In College And Beyond. Journal Neosantara Hybrid Learning, 2(1), 344–357. https://doi.org/10.55849/jnhl.v2i1.798
González-Calatayud, V., Prendes-Espinosa, P., & Roig-Vila, R. (2021). Artificial intelligence for student assessment: A systematic review. Applied Sciences, 11(12), 5467.
Hind, A.(2024). The Impact of Artificial Intelligence Tools on Academic Writing Instruction in Higher Education: A Systematic Review. Arab World English Journal (AWEJ) Special Issue on ChatGPT , https://openurl.ebsco.com/EPDB%3Agcd%3A6%3A4910934/detailv2?bquery=ARTIFICIAL%20INTELLIGENCE%20IN%20HIGHER%20EDUCATION&page=1
Hinojo-Lucena, F.-J.; Aznar-Díaz, I.; Cáceres-Reche, M.-P.; Romero-Rodríguez, J.-M (2019). Artificial Intelligence in Higher Education: A Bibliometric Study on its Impact in the Scientific Literature. Educ. Sci. 2019, 9, 51. https://doi.org/10.3390/educsci9010051
Holmes, W., Bialik, M., & Fadel, C. (2019). Artificial intelligence in education: Promises and implications for teaching and learning. Educational Research and Innovation. Center for Curriculum Redesign. https://www.researchgate.net/publication/332180327_Artificial_Intelligence_in_Education_Promise_and_Implications_for_Teaching_and_Learning
Holmes, W., Bialik, M., & Fadel, C. (2021). Artificial Intelligence in Education: Promises and Implications for Teaching and Learning. Routledge.
Huang, R., Spector, J. M., & Yang, J. (2019). AI and the future of education: An international perspective. Educational Technology Research and Development, 67(3), 479-486. https://doi.org/10.1007/s11423-019-09651-8
Hwang, G. J., Xie, H., Wah, B. W., & Gasevic, D. (2020). Vision, challenges, roles and research issues of Artificial Intelligence in Education. Computers & Education: Artificial Intelligence, 1, 100001. https://doi.org/10.1016/j.caeai.2020.100001
Jafari, F., & Keykha, A. (2024). Identifying the opportunities and challenges of artificial intelligence in higher education: a qualitative study. Journal of Applied Research in Higher Education, 16(4), 1228-1245.
Kavitha, K., Joshith, V. P., Rajeev, N. P., & S, A. (2024). Artificial intelligence in higher education: A bibliometric approach. European Journal of Educational Research, 13(3), 1121-1137. https://doi.org/10.12973/eu-jer.13.3.1121
Luckin, R., Holmes, W., Griffiths, M., & Forcier, L. B. (2016). Intelligence unleashed: An argument for AI in education. Pearson Education. https://www.pearson.com/content/dam/one-dot-com/one-dot-com/global/Files/about-pearson/innovation/open-ideas/Intelligence-Unleashed-Publication.pdf
Luckin, R., Holmes, W., Griffiths, M., & Forcier, L. B. (2020). Intelligence Unleashed: An Argument for AI in Education. Pearson.
Nye, B. D. (2015). Intelligent tutoring systems by and for the developing world: A review of trends and approaches for educational technology in a global context. International Journal of Artificial Intelligence in Education, 25(2), 177-203. https://doi.org/10.1007/s40593-015-0046-9
Pérez, Á. (2021). Implementing artificial intelligence in higher education: Opportunities and challenges. IEEE Transactions on Learning Technologies, 14(2), 123-132.
Popenici, S., & Kerr, S. (2017). Exploring the impact of artificial intelligence on teaching and learning in higher education. Research and Practice in Technology Enhanced Learning, 12(22). https://doi.org/10.1186/s41039-017-0062-8
Rahiman, H. U., & Kodikal, R. (2023). Revolutionizing education: Artificial intelligence empowered learning in higher education. Cogent Education, 11(1). https://doi.org/10.1080/2331186X.2023.2293431
Roll, I., & Wylie, R. (2016). Evolution and revolution in artificial intelligence in education. International Journal of Artificial Intelligence in Education, 26(2), 582-599. https://doi.org/10.1007/s40593-016-0110-3
Russell, S. and Norvig, P. (2010) Artificial Intelligence: A Modern Approach. 3rd Edition, Prentice-Hall, Upper Saddle River.
Santos, O. C. (2018). Educational Recommender Systems and Artificial Intelligence: Opportunities and Challenges. Computers in Human Behavior, 92, 658-669. https://doi.org/10.1016/j.chb.2018.04.022
Sarkis-Onofre R, Catalá-López F, Aromataris E, Lockwood C (2021).. How to properly use the PRISMA Statement. Syst Rev. 2021 Apr 19;10(1):117. doi: 10.1186/s13643-021-01671-z. PMID: 33875004; PMCID: PMC8056687: https://systematicreviewsjournal.biomedcentral.com/articles/10.1186/s13643-021-01671-z
Segovia Juárez, J., & Baumgartner, R. (2023). El uso de aplicaciones de inteligencia artificial para la educación e investigación científica. Revista De Investigación Hatun Yachay Wasi, 3(1), 98–111. https://doi.org/10.57107/hyw.v3i1.61
Selwyn, N. (2019). Should robots replace teachers? AI and the future of education. Learning, Media and Technology, 44(2), 123-136. https://doi.org/10.1080/17439884.2019.1666287
Siemens, G., & Long, P. (2011). Penetrating the fog: Analytics in learning and education. EDUCAUSE Review, 46(5), 30-32. https://er.educause.edu/articles/2011/9/penetrating-the-fog-analytics-in-learning-and-education
Tang, T., Chávez-Echeagaray, M. E., Guan, H., & Huang, X. (2021). Educational artificial intelligence and the complexity of teachers' roles in higher education. International Journal of Educational Technology in Higher Education, 18(1), 1-19. https://doi.org/10.1186/s41239-021-00282-x
Tharunbalaaje, ramasamy. (2024). 14. Ai in higher education. Indian Scientific Journal Of Research In Engineering And Management, doi: 10.55041/ijsrem35591
Timms, M. J. (2016). Letting artificial intelligence in education out of the box: Educational cobots and smart classrooms. Research and Practice in Technology Enhanced Learning, 11(1), 1-16. https://doi.org/10.1186/s41039-016-0035-2
Vidushi, Joshi., Santosh, Kumar, Tripathi. (2024). Optimizing Higher Education Using Artificial Intelligence. International Journal For Multidisciplinary Research, doi: 10.36948/ijfmr.2024.v06i03.19721
Wang, F., Zhang, W., & Cheng, L. (2020). The application of artificial intelligence in higher education: A systematic review. Journal of Educational Technology Development and Exchange, 13(1), 61-77. https://doi.org/10.18785/jetde.1301.05
Webber, K. and Zheng, H. (2024). Artificial intelligence and advanced data analytics: Implications for higher education. New direction for Higher Education, 207. 5-13. https://openurl.ebsco.com/EPDB%3Agcd%3A11%3A30525179/detailv2?bquery=ARTIFICIAL%20INTELLIGENCE%20IN%20HIGHER%20EDUCATION&page=1
Xiaolin Xia, qnd Xiaojun Li (2022). Artificial Intelligence for Higher Education Development and Teaching Skills. Wireless Communications and Mobile Computing. https://www.researchgate.net/publication/360562222_Artificial_Intelligence_for_Higher_Education_Development_and_Teaching_Skills
Yadav, S. (2024). Artificial Intelligence (AI) Integration in Higher Education. Chapman and Hall/CRC
Zawacki-Richter, O., Marín, V. I., Bond, M., & Gouverneur, F. (2019). Systematic review of research on artificial intelligence applications in higher education–where are the educators? International Journal of Educational Technology in Higher Education, 16(1), 1-27. https://doi.org/10.1186/s41239-019-0175-0
Zawacki-Richter, O., Marín, V. I., Bond, M., & Gouverneur, F. (2019). Systematic review of research on Artificial Intelligence applications in higher education–Where are the educators? International Journal of Educational Technology in Higher Education, 16(1), 1-27. https://doi.org/10.1186/s41239-019-0173-8
Zh., Turdubaeva., I., Arykbaev. (2024). Applications of Artificial Intelligence in Education. ????????? ????? ? ????????, doi: 10.33619/2414-2948/99/56
Descargas
Publicado
Cómo citar
Número
Sección
Licencia
Derechos de autor 2024 Silvia Paulina Puente Tituaña, Lourdes Alexandra Bajaña Jiménez, Carlos Edison Serrano Torres
Esta obra está bajo una licencia internacional Creative Commons Atribución-NoComercial-CompartirIgual 4.0.