Strategies to enhance creativity in artificial intelligence education
DOI:
https://doi.org/10.47230/unesum-ciencias.v8.n2.2024.32-46Keywords:
Creativity, Artificial Intelligence, Objectives, Course Programs, Teaching Methodology, Evaluations, Creative ResourcesAbstract
The study "Strategies to enhance creativity in artificial intelligence education" addresses the importance of creativity in the training of artificial intelligence (AI) professionals. The research posed the question of how creativity is promoted in AI education programs and what areas need improvement. A qualitative and quantitative methodology was used, based on the documentary analysis of online course programs from universities in Spain, Latin America, and the United States. The objective was to identify and evaluate the integration of creativity in these programs. The main findings reveal significant deficiencies: only 14.5% of the programs set explicit objectives related to creativity, and only 3.6% provide a clear definition of this concept in the context of AI; only 27.3% include topics that promote creative thinking, and 9.1% incorporate case studies oriented towards creativity; most programs continue to use traditional teaching methods, with only 21.8% employing active methods; regarding evaluations and feedback, only 16.4% use open evaluations that could foster creativity, and only 5.5% provide specific feedback on this aspect; access to creative tools and resources is limited, with only 12.7% of the programs offering such tools, and only 7.3% including inspiring reference material; only 3.6% of the programs have creative extracurricular activities, and 1.8% include interdisciplinary collaborations. The central conclusion is that AI programs must establish clear objectives and precise definitions of creativity, incorporate more creative content and activities, adopt more active teaching methods, improve evaluations and feedback, provide better creative tools and resources, and increase creative extracurricular activities.
Downloads
References
Ali, S., Payne, B. H., Williams, R., Park, H. W., & Breazeal, C. (2019). Constructionism, ethics, and creativity: Developing primary and middle school artificial intelligence education. Paper presented at the International Workshop on Education in Artificial Intelligence K-12 (eduai’19), 2 1–4.
Amabile, T. M. (1996). Creativity in Context: Update to the Social Psychology of Creativity. Westview Press.
Andrade, E. L. M. (2023). Aplicación de la inteligencia artificial en la educación superior. DOCERE, (29), 21-25.
Antonenko, P., & Abramowitz, B. (2023). In-service teachers’(mis) conceptions of artificial intelligence in K-12 science education. Journal of Research on Technology in Education, 55(1), 64-78.
Cortes, C. T. (2023). Buenas prácticas en integridad académica en la era de la inteligencia artificial. In Buenas prácticas en integridad académica en la era de la inteligencia artificial.
Craft, A. (2011). Creativity and Education Futures: Learning in a Digital Age. Trentham Books.
Csikszentmihalyi, M. (1996). Creativity: Flow and the Psychology of Discovery and Invention. HarperCollins Publishers.
Csikszentmihalyi, M. (1997). Creativity: Flow and the Psychology of Discovery and Invention. Harper Perennial.
del Puerto, D. A., & Esteban, P. G. (2022). La Inteligencia Artificial como recurso educativo durante la formación inicial del profesorado. RIED-Revista Iberoamericana de Educación a Distancia, 25(2), 347-358.
Forero-Corba, W., & Bennasar, F. N. (2024). Techniques and applications of Machine Learning and Artificial Intelligence in education: a systematic review. RIED-Revista Iberoamericana de Educación a Distancia, 27(1).
Holgado, A. C., Rovirosa, A. R., & Cotillas, R. T. (2024). La inteligencia artificial proceso de innovacio?n y creatividad en los centros EDUCATIVOS. Supervisión 21, 71(71).
Huang, X., & Qiao, C. (2024). Enhancing computational thinking skills through artificial intelligence education at a STEAM high school. Science & Education, 33(2), 383-403.
Huang, X., & Qiao, C. (2024). Enhancing computational thinking skills through artificial intelligence education at a STEAM high school. Science & Education, 33(2), 383-403.
Jia, F., Sun, D., & Looi, C. K. (2024). Artificial intelligence in science education (2013–2023): Research trends in ten years. Journal of Science Education and Technology, 33(1), 94-117.
Lee, G. G., Mun, S., Shin, M. K., & Zhai, X. (2024). Collaborative Learning with Artificial Intelligence Speakers. Science & Education, 1-29.
Ruiz, P. J. M., Serrano, K. N. Q., Zambrano, K. A. M., & Rodríguez, S. E. Y. (2024). Inteligencia artificial un potencial para la creatividad pedagógica. RECIAMUC, 8(1), 265-277.
Runco, M. A. (2014). Creativity: Theories and Themes: Research, Development, and Practice. Elsevier Academic Press.
Sajja, R., Erazo, C., Li, Z., Demiray, B. Z., Sermet, Y., & Demir, I. (2024). Integrating Generative AI in Hackathons: Opportunities, Challenges, and Educational Implications. arXiv preprint arXiv:2401.17434.
Sawyer, R. K. (2012). Explaining Creativity: The Science of Human Innovation. Oxford University Press.
Seidametova, Z., Abduramanov, Z., & Seydametov, G. (2022). Hackathons in computer science education: monitoring and evaluation of programming projects. Educational Technology Quarterly, 2022(1), 20-34.
Simbaña Haro, M. P., González Romero, M. G., Méndez Toscano, L. A., & Lara Paredes, S. E. (2023). Estrategias metodológicas para el desarrollo de la inteligencia y creatividad.
Simonton, D. K. (1999). Origins of Genius: Darwinian Perspectives on Creativity. Oxford University Press.
Wang, S., Sun, Z., & Chen, Y. (2023). Effects of higher education institutes’ artificial intelligence capability on students' self-efficacy, creativity and learning performance. Education and Information Technologies, 28(5), 4919-4939.
Zhai, X., Chu, X., Chai, C. S., Jong, M. S. Y., Istenic, A., Spector, M., Liu, J. B., Yuan, J., & Li, Y. (2021). A Review of Artificial Intelligence (AI) in Education from 2010 to 2020. Complexity, 2021. https://doi.org/10.1155/2021/8812542.
Published
How to Cite
Issue
Section
License
Copyright (c) 2024 Dagmaris Martínez Cardero
This work is licensed under a Creative Commons Attribution 4.0 International License.