LIBRO COMPLETO: The Education Revolution through Artificial Intelligence
CAPÍTULO 14

FICHA TÉCNICA

Fecha de publicación​:
04/11/2024

Doi​ del capítulo:

Título del libro: The Education Revolution through Artificial Intelligence

URL del libro:

ISBN del libro: 9788410282582

DOI del libro:

“I learn better with Dall·E”: Using Prompts for Self-regulation of Learning with Primary Education Pupils

Abstract

The proposed chapter examines the implementation of DALL·E3, an image-generating AI, as a tool for self-regulation of learning in Primary Education. This innovative methodology involves students in the creation of specific prompts to generate images, reflecting their conceptual understanding and application of knowledge. The process starts with instructing students on prompt formulation, reflecting their topic understanding. These prompts are input into DALL·E3, which then generates images based on these instructions. Analyzing these images helps students identify misunderstandings or learning gaps. The technique assumes that the clarity and accuracy of a student’s prompt indicate their understanding level. This methodology incorporates constructivist learning theory, emphasizing active knowledge construction by the learner. By employing DALL·E3, students not only apply their knowledge but also partake in inquiry-based learning, exploring word-image relationships and abstract concept representation. A pilot study with Primary Education students from Seville (Andalusia, Spain) gathers qualitative data to assess this tool’s effectiveness in improving self-regulation and conceptual understanding. Results indicate an enhancement in students’ learning self-regulation and motivation. The chapter also explores the pedagogical and ethical implications of using AI in educational contexts, highlighting both potential benefits and challenges. This research aims to provide insights into the use of emerging technologies in education and suggest directions for future research.

Palabras clave

Autores

PhD Celia Moreno-Morilla, Manuel Reina-Parrado, PhD María Navarro-Granados

Cómo citar

Moreno-Morilla, C., Reina-Parrado, M., Navarro-Granados, M. (2024). “I learn better with Dall·E”: Using Prompts for Self-regulation of Learning with Primary Education Pupils. In Hervás-Gómez, C., Díaz-Noguera, M. D., Sánchez-Vera, F. (Coords.), The Education Revolution Through Artificial Intelligence (pp. 213-226). Octaedro. https://doi.org/10.36006/09651-1-14

Referencias bibliográficas

“Aktay, S. (2022). The usability of images generated by Artificial Intelligence (AI) in education. International Technology and Education Journal, 6(2), 51-62.
Berson, I. R., & Berson, M.J. (2023). The democratization of AI and its transformative potential in social studies education. Social Education, 87(2), 114-118.
Campbell, E., & Lassiter, L. E. (2010). From collaborative ethnography to collaborative pedagogy: reflections on the other side of Middletown Project and community-university research partnerships. Anthropology & Education Quarterly, 41(4), 370-85. https://doi.org/10.1111/j.1548-1492.2010.01098.x
Cao, L., & Dede, C. (2023). Navigating a World of Generative AI: Suggestions for Educators. Harvard Graduate School of Education. https://bpb-us-e1.wpmucdn.com/websites.harvard.edu/dist/a/108/files/2023/08/Cao_Dede_final_8.4.23.pdf.
Dehouche, N., & Dehouche, K. (2023). What’s in a text-to-image prompt? The potential of stable diffusion in visual arts education. Heliyon, 9, 1-12. https://doi.org/10.1016/j.heliyon.2023.e16757
Fahimirad, M., & Kotamjani, S. S. (2018). A review on application of Artificial Intelligence in teaching and learning in educational contexts. International Journal of Learning and Development, 8(4), 106-118. https://doi.org/10.5296/ijld.v8i4.14057
French, F., Levi, D., Maczo, C., Simonaityte, A., Triantafyllidis, S., & Varda, G. (2023). creative use of OpenAI in education: Case studies from game development. Multimodal Technol. Interact., 7(8), 81. https://doi.org/10.3390/mti7080081
Gattupalli, S., Maloy, R. W., & Edwards, S. (2023). Comparing Teacher-written and AI-Generated Math Problem Solving Strategies for Elementary School Students: Implications for classroom learning. College of Education Working Papers and Reports Series. https://doi.org/10.7275/8sgx-xj08.
Gómez, W. O. A. (2023). La inteligencia artificial y su incidencia en la educación: transformando el aprendizaje para el siglo xxi. Revista Internacional de Pedagogía e Innovación Educativa, 3(2), 217-229. https://doi.org/10.51660/ripie.v3i2.133
Jones, A., & Castellano, G. (2018). Adaptive robotic tutors that support self-regulated learning: A longer-term investigation with primary school children. International Journal of Social Robotics, 10(3), 357-370. https://doi.org/10.1007/s12369-017-0458-z
Lee, U., Han, A., Lee, J., Lee, E., Kim, J., Kim, H., & Lim, C. (2023). Prompt Aloud! Incorporating image-generative AI into STEAM class with learning analytics using prompt data. Education and Information Technologies, 1-31. https://doi.org/10.1007/s10639-023-12150-4.
Li, L. (2022). The impact of Artificial Intelligence painting on contemporary art from disco diffusion’s painting creation experiment. International Conference on Frontiers of Artificial Intelligence and Machine Learning (pp. 52-56). FAIML https://doi.org/10.1109/FAIML57028.2022.00020
Molenaar, I., de Mooij, S., Azevedo, R., Bannert, M., Järvelä, S., & Gašević, D. (2023). Measuring self-regulated learning and the role of AI: Five years of research using multimodal multichannel data. Computers in Human Behavior, 139, 107540. https://doi.org/10.1016/j.chb.2022.107540
Rodríguez-García, J. D., Moreno-León, J., Román-González, M., & Robles, G. (2020). LearningML: A tool to foster computational thinking skills through practical Artificial Intelligence projects. Journal of Distance Education, 20(63), 1-37. https://doi.org/10.6018/RED.410121.
Salas-Pilco, S.Z., Xiao, K., &Oshima, J. (2022). Artificial Intelligence and new technologies in inclusive education for minority students: A systematic review. Sustainability, 14, 13572. https://doi.org/10.3390/su142013572.
Siegle, D. (2023). A role for ChatGPT and AI in gifted education. Gifted Child Today, 46(3), 211-219. https://doi.org/10.1177/10762175231168443
Stokel-Walker, C. (2022). AI bot ChatGPT writes smart essays. Should academics worry? Nature. https://doi.org/10.1038/d41586-022-04397-7
Vera, M.D.M.S. (2023). La inteligencia artificial como recurso docente: usos y posibilidades para el profesorado. EDUCAR, 1-15. https://doi.org/10.5565/rev/educar.1810
Wang, C. Y., & Lin, J. J. (2023). Utilizing Artificial Intelligence to support analyzing self-regulated learning: A preliminary mixed-methods evaluation from a human-centered perspective. Computers in Human Behavior, 144, 107721. https://doi.org/10.1016/j.chb.2023.107721
Xu, W., & Ouyang, F. A. (2022). Systematic review of AI role in the educational system based on a proposed conceptual framework. Education and Information Technologies, 27, 4195-4223. https://doi.org/10.1007/s10639-021-10774-y
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(39), 1-27. https://doi.org/10.1186/s41239-019-0171-0
Zimmerman, B. J. (2008). Investigating self-regulation and motivation: Historical background, methodological developments, and future prospects. American Educational Research Journal, 45(1), 166-183. https://doi.org/10.3102/000283120731290”

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