فاعلية منصة قائمة على الذكاء الاصطناعي التوليدي والتلعيب في تنمية التفكير فوق المعرفي لدى طلاب التعليم العالي

  • أ.سلمان مطر السلمي باحث دكتوراه، جامعة الملك عبدالعزيز، جدة، المملكة العربية السعودية
  • د. أحمد بن إبراهيم فلاته أستاذ تقنيات التعليم المشارك، جامعة الملك عبدالعزيز، جدة، المملكة العربية السعودية
  • أ.د. وليد بن سالم محمد الحلفاوي أستاذ تقنيات التعليم، جامعة الملك عبدالعزيز، جدة، المملكة العربية السعودية
الكلمات المفتاحية: الذكاء الاصطناعي التوليدي، التلعيب، التفكير فوق المعرفي

الملخص

يهدف البحث الحالي إلى تصميم نموذج مقترح لمنصة إلكترونية قائمة على تكامل الذكاء الاصطناعي التوليدي  وأدوات التلعيب وقياس فاعليتهما في تنمية التفكير فوق المعرفي لدى طلاب كلية الاتصال والاعلام بجامعة الملك عبدالعزيز . باستخدام المنهج شبه التجريبي، شملت الدراسة مجموعتين: الأولى درست باستخدام المنصة المدمجة بالذكاء الاصطناعي التوليدي وأدوات التلعيب، والثانية باستخدام المنصة دون تفعيل أدوات التلعيب. تكونت عينة الدراسة من ٦٠ طالبًا حيث تم تقسيمهم إلى مجموعتين بشكل عشوائي حيث بلغ عدد كل مجموعة (30) طالبًا. تم تطوير مقياس التفكير فوق المعرفي والذي تكون في نسخته النهائية، من (٣٢ )  بند موزعة على  ثلاثة محاور: التخطيط، المراقبة والتحكم، التقويم.  تم رصد النتائج وتحليلها إحصائياً باستخدام اختبار ( ت) لمقارنة المجموعات وتحديد دلالة الفروق بالإضافة الى حساب حجم الأثر. أظهرت النتائج فعالية المنصة الإلكترونية المقترحة التي تجمع بين الذكاء الاصطناعي التوليدي وأدوات التلعيب في تنمية التفكير فوق المعرفي لدى المجموعة التجريبية الأولى، مقارنةً بالمجموعة الثانية التي لم تستخدم سوى الذكاء الاصطناعي التوليدي.  وأوصت الدراسة بضرورة دمج الذكاء الاصطناعي التوليدي مع أدوات التلعيب في بيئات التعلم الإلكترونية بهدف تطوير نواتج التعلم، وتنفيذ برامج ودورات تدريبية للمعلمين، تستهدف الاهتمام المعرفي بكيفية توظيف واستخدام بيئات التعلم القائمة على تكامل الذكاء الاصطناعي والتلعيب ومكوناتها المختلفة بالسياقات التعليمية.

المراجع

1. الجراح، عبدالناصر وعبيدات، علاء الدين. (2011). مستوى التفكير ما وراء المعرفي لدى عينة من طلبة جامعة اليرموك في ضوء بعض المتغيرات. المجلة الأردنية في العلوم التربوية، 7 (2)،162‪-‬145.‬‬‬‬‬‬‬‬‬‬
2. Abd El Bakey, F. M., Abo Shadi, G. I., & El-Refai, W. Y. (2023). A Mobile Training Context for In-Service Teachers: Methods of Training and Task Practice to Enhance E-Content Production Skills. International Journal of Emerging Technologies in Learning (iJET), 18(19), pp. 205-226. doi:10.3991/ijet.v18i19.37685
3. Alanzi, N. S., & Alhalafawy, W. S. (2022a). Investigation The Requirements For Implementing Digital Platforms During Emergencies From The Point Of View Of Faculty Members: Qualitative Research. Journal of Positive School Psychology (JPSP), 9(6), 4910-4920.
4. Alanzi, N. S., & Alhalafawy, W. S. (2022b). A Proposed Model for Employing Digital Platforms in Developing the Motivation for Achievement Among Students of Higher Education During Emergencies. Journal of Positive School Psychology (JPSP), 6(9), 4921-4933.
5. Al-Hafdi, F. S., & Alhalafawy, W. S. (2024). Ten Years of Gamification-Based Learning: A Bibliometric Analysis and Systematic Review. International Journal of Interactive Mobile Technologies (iJIM), 18(7), 188-212. doi:https://doi.org/10.3991/ijim.v18i07.45335
6. Al-Hafdi, F. S., & AlNajdi, S. M. (2024). The effectiveness of using chatbot-based environment on learning process, students’ performances and perceptions: A mixed exploratory study. Education and Information Technologies. doi:10.1007/s10639-024-12671-6
7. Alhalafawy, W. (2018). Innovations in Educational Technology in the Information Age. Dar Al-Fikr.
8. Alhalafawy, W. S., & Tawfiq, M. Z. (2014). The relationship between types of image retrieval and cognitive style in developing visual thinking skills. Life Science Journal, 11(9), 865-879.
9. Alhalafawy, W. S., & Zaki, M. Z. (2022). How has gamification within digital platforms affected self-regulated learning skills during the COVID-19 pandemic? Mixed-methods research. International Journal of Emerging Technologies in Learning (iJET), 17(6), 123-151. doi:https://doi.org/10.3991/ijet.v17i06.28885
10. Alhalafawy, W. S., & Zaki, M. Z. (2024). The impact of augmented reality technology on the psychological resilience of secondary school students during educational crises. Ajman Journal of Studies & Research, 23(1).
11. Alhalafawy, W. S., & Zaki, M. Z. T. (2019). The Effect of Mobile Digital Content Applications Based on Gamification in the Development of Psychological Well-Being. International Journal of Interactive Mobile Technologies, 13(8). doi:https://doi.org/10.3991/ijim.v13i08.10725
12. Alhalafawy, W. S., Najmi, A. H., Zaki, M. Z. T., & Alharthi, M. H. (2021). Design an Adaptive Mobile Scaffolding System According to Students’ Cognitive Style Simplicity vs Complexity for Enhancing Digital Well-Being. International Journal of Interactive Mobile Technologies (iJIM), 15(13), pp. 108-127. doi:https://doi.org/10.3991/ijim.v15i13.21253
13. Al-Nasheri, A. A., & Alhalafawy, W. S. (2023). Opportunities and Challenges of Using Micro-learning during the Pandemic of COVID-19 from the Perspectives of Teachers. Journal for ReAttach Therapy and Developmental Diversities, 6(9s), 1195-1208.
14. Alnimran, F. M., & alhalafawy, w. s. (2024). Qualitative Exploration of the Opportunities and Challenges of Online Training According to the Behavioral Intention Variables of the Most Trained Teachers During the COVID-19 Pandemic. Journal of Infrastructure, Policy and Development, 8(8), 4837. doi:https://doi.org/10.24294/jipd.v8i8.4837
15. Alrashedi, N. T., Alsulami, S. M. H., Flatah, A. I., Najmi, A. H., & Alhalafawy, W. S. (2024). The Effects of Gamified Platforms on Enhancing Learners’ Ambition. Journal of Ecohumanism, 3(8).
16. Alrashedi, N. T., Najmi, A. H., & Alhalafawy, W. S. (2024). Utilising Gamification to Enhance Ambition on Digital Platforms: An Examination of Faculty Members Perspectives in Times of Crisis. Journal of Ecohumanism, 3(8).
17. Alsayed, W. O., Al-Hafdi, F. S., & Alhalafawy, W. S. (2024). Non-Stop Educational Support: Exploring the Opportunities and Challenges of Intelligent Chatbots Use to Support Learners from the Viewpoint of Practitioner Educators. Journal of Ecohumanism, 3(3), 212-229. doi:https://doi.org/10.62754/joe.v3i3.3331
18. Alshammary, F. M., & Alhalafawy, W. S. (2022). Sustaining Enhancement of Learning Outcomes across Digital Platforms during the COVID-19 Pandemic: A Systematic Review. Journal of Positive School Psychology, 6(9), 2279-2301.
19. Alshammary, F. M., & Alhalafawy, W. S. (2023). Digital Platforms and the Improvement of Learning Outcomes: Evidence Extracted from Meta-Analysis. Sustainability, 15(2), 1305. doi:https://doi.org/10.3390/su15021305
20. Al-Smadi, M. (2023). ChatGPT and beyond: The generative AI revolution in education. arXiv Preprint arXiv:2311.15198,
21. Alzahrani, F. K. J., & Alhalafawy, W. S. (2022). Benefits And Challenges Of Using Gamification Across Distance Learning Platforms At Higher Education: A Systematic Review Of Research Studies Published During The COVID-19 Pandemic. Journal of Positive School Psychology (JPSP), 6(10), 1948-1977.
22. Alzahrani, F. K. J., Alhalafawy, W. S., & Alshammary, F. M. (2023). Teachers’ Perceptions of Madrasati Learning Management System (LMS) at Public Schools in Jeddah. Journal of Arts, Literature, Humanities and Social Sciences(97), 345-363. doi:DOI: https://doi.org/10.33193/JALHSS.97.2023.941
23. Alzahrani, F. K. J., Alshammary, F. M., & Alhalafawy, W. S. (2022). Gamified Platforms: The Impact of Digital Incentives on Engagement in Learning During Covide-19 Pandemic. Cultural Management: Science and Education (CMSE), 7(2), 75-87. doi:10.30819/cmse.6-2.05
24. Alzahrani, F. K., & Alhalafawy, W. S. (2023). Gamification for Learning Sustainability in the Blackboard System: Motivators and Obstacles from Faculty Members Perspectives. Sustainability, 15(5), 4613. doi:doi.org/10.3390/su15054613
25. ARAVABOOMI, P., & SARAVANAN, T. K. (2023). Harmony search optimization-based generative adversarial networks (hso-lgan) for enhancing sentiment analysis in augmented reality-enabled applications. Journal of Theoretical and Applied Information Technology, 101(23)
26. Ayastuy, M. D., Torres, D., & Fernández, A. (2021). Adaptive gamification in collaborative systems, a systematic mapping study. Computer Science Review, 39, 100333.
27. Begum, I. U. (2024). Role of Artificial Intelligence in Higher Education-An Empirical Investigation. International Research Journal on Advanced Engineering and Management (IRJAEM), 2(03), 49-53.
28. Castellano-Tejedor, C., & Cencerrado, A. (2024). Gamification for mental health and health psychology: Insights at the first quarter mark of the 21st century. International Journal of Environmental Research and Public Health, 21(8)
29. De Notaris, D., Canazza, S., Mariconda, C., & Paulon, C. (2021). How to play a MOOC: Practices and simulation. Entertainment Computing, 37, 100395.
30. ElSayary, A. (2024). Integrating Generative AI in Active Learning Environments: Enhancing Metacognition and Technological Skills. Journal of Systemics, Cybernetics and Informatics, 22(3), 34-37.
31. Erbaşı, Z., Tural, B., & Çoşkuner, İ. (2023). The role and potential of artificial intelligence and gamification in education: The example of vakıf participation bank. Orclever Proceedings of Research and Development, 3(1), 243–254.
32. Felix, J., & Webb, L. (2024). Use of artificial intelligence in education delivery and assessment.
33. Ferro, L. S. (2021). The game element and mechanic (GEM) framework: A structural approach for implementing game elements and mechanics into game experiences. Entertainment Computing, 36, 100375.
34. Hamzah, W. M. A. F. W., Ali, N. H., Saman, M. Y. M., Yusoff, M. H., & Yacob, A. (2015). Influence of gamification on students’ motivation in using e-learning applications based on the motivational design model. International Journal of Emerging Technologies in Learning (iJET), 10(2), 30–34.
35. Hamzah, W., Ali, N. H., Saman, M., Mohd, Y., Yusoff, M. H., & Yacob, A. (2015). Influence of Gamification on Students' Motivation in using E-Learning Applications Based on the Motivational Design Model. International journal of emerging technologies in learning, 10(2).
36. Ibrahim, H. O., Al-Hafdi, F. S., & Alhalafawy, W. S. (2024). Ethnographic Insights of Educational Digital Life Behaviours: A Study of Affluent Schools. Journal of Ecohumanism, 3(7), 4413-4428. doi:10.62754/joe.v3i7.4556
37. Jun, L. (2023). Integrating AI generative art and gamification in an art education model to enhance creative thinking. The Journal of the Convergence on Culture Technology, 9(3), 425–433.
38. Kaplan-Rakowski, R., Grotewold, K., Hartwick, P., & Papin, K. (2023). Generative AI and teachers’ perspectives on its implementation in education. Journal of Interactive Learning Research, 34(2), 313–338.
39. Kingsley, T. L., & Grabner‐Hagen, M. M. (2015). Gamification. Journal of adolescent & adult literacy, 59(1), 51-61.
40. Li, L., Hew, K. F., & Du, J. (2024). Gamification enhances student intrinsic motivation, perceptions of autonomy and relatedness, but minimal impact on competency: A meta-analysis and systematic review. Educational Technology Research and Development, 72(2), 765–796.
41. Liang, J., Wang, L., Luo, J., Yan, Y., & Fan, C. (2023). The relationship between student interaction with generative artificial intelligence and learning achievement: Serial mediating roles of self-efficacy and cognitive engagement. Frontiers in Psychology, 14, 1285392.
42. Luleci, F. (2024). Investigating emerging technologies in civil structural health monitoring: Generative artificial intelligence and virtual reality.
43. Magno, C. (2010). The role of metacognitive skills in developing critical thinking. Metacognition and Learning, 5, 137–156.
44. Muntean, C. I. (2011). Raising engagement in e-learning through gamification. Paper presented at the Proc. 6th International Conference on Virtual Learning ICVL.
45. Nagar, N. (2024). IMPORTANCE OF ARTIFICIAL INTELLIGENCE IN EDUCATION. INTERANTIONAL JOURNAL OF SCIENTIFIC RESEARCH IN ENGINEERING AND MANAGEMENT.
46. Nagar, S.Artificial intelligence in scientific research: Lessons for SPIs.
47. Najmi, A. H., Alameer, Y. R., & Alhalafawy, W. S. (2024). Exploring the Enablers of IoT in Education: A Qualitative Analysis of Expert Tweets. Journal of Infrastructure, Policy and Development, 8(10). doi:https://doi.org/10.24294/jipd.v8i10.5079
48. Najmi, A. H., Alhalafawy, W. S., & Zaki, M. Z. T. (2023). Developing a Sustainable Environment Based on Augmented Reality to Educate Adolescents about the Dangers of Electronic Gaming Addiction. Sustainability, 15(4), 3185. doi:https://doi.org/10.3390/su15043185
49. Putz, L., Hofbauer, F., & Treiblmaier, H. (2020). Can gamification help to improve education? findings from a longitudinal study. Computers in Human Behavior, 110, 106392.
50. Restivo, M., & Van De Rijt, A. (2012). Experimental study of informal rewards in peer production. PLoS ONE, 7(3), e34358.
51. Restivo, M., & Van De Rijt, A. (2012). Experimental study of informal rewards in peer production. PloS One, 7(3), e34358.
52. Rodrigo, S., Rigo, S. J., Marques, L. B., Arthur, P. d. M. C. J., & Jaques, P. A. (2020). The impact of gamification on students’ learning, engagement and behavior based on their personality traits. Smart Learning Environments, 7(1)
53. Saleem, A. N., Noori, N. M., & Ozdamli, F. (2022). Gamification Applications in E-learning: A Literature Review. Technology, Knowledge and Learning, 27(1), 139-159. doi:10.1007/s10758-020-09487-x
54. Saleem, R. Y., Zaki, M. Z., & Alhalafawy, W. S. (2024). Improving awareness of foreign domestic workers during the COVID-19 pandemic using infographics: An experience during the crisis. Journal of Infrastructure, Policy and Development, 8(5), 4157. doi:https://doi.org/10.24294/jipd.v8i5.4157
55. Sanchez, D. R., Langer, M., & Kaur, R. (2020a). Gamification in the classroom: Examining the impact of gamified quizzes on student learning. Computers & Education, 144, 103666.
56. Sanchez, D. R., Langer, M., & Kaur, R. (2020b). Gamification in the classroom: Examining the impact of gamified quizzes on student learning. Computers & Education, 144, 103666.
57. Simões, J., Redondo, R. D., & Vilas, A. F. (2013). A social gamification framework for a K-6 learning platform. Computers in Human Behavior, 29(2), 345-353.
58. Suresh Babu, S., & Dhakshina Moorthy, A. (2024). Application of artificial intelligence in adaptation of gamification in education: A literature review. Computer Applications in Engineering Education, 32(1), e22683.
59. Tahir, M., Hassan, F. D., & Shagoo, M. R. (2024). Role of artificial intelligence in education: A conceptual review. World Journal of Advanced Research and Reviews, 22(1), 1469-1475.
60. Urh, M., Vukovic, G., Jereb, E., & Pintar, R. (2015). The Model for Introduction of Gamification into E-learning in Higher Education. Procedia - Social and Behavioral Sciences, 197(Supplement C), 388-397. doi:https://doi.org/10.1016/j.sbspro.2015.07.154
61. Yilmaz, R., & Yilmaz, F. G. K. (2023). The effect of generative artificial intelligence (AI)-based tool use on students' computational thinking skills, programming self-efficacy and motivation. Computers and Education: Artificial Intelligence, 4, 100147.
62. Zaki, M. (2019). The Relationship between Segmentation and Question Location within Mobile Video Platforms for Enhancing the Ability of Recall. International Journal of Interactive Mobile Technologies (iJIM), 13(08), pp. 74-94. doi:10.3991/ijim.v13i08.10614
63. Zaki, M. Z. T., El-Refai, W. Y., Alharthi, M. A., Al-Hafdi, F. S., Najmi, A. H., Bakey, F. M. A. E., & Alhalafawy, W. S. (2024). The Effect of Mobile Search Retrieval Types on Self-Regulated Learning Among Middle School Students. Journal of Ecohumanism, 3(8).
64. Zaki, M. Z. T., El-Refai, W. Y., Najmi, A. H., Al-Hafdi, F. S., Alhalafawy, W. S., & Abd El Bakey, F. M. (2024). The Effect of Educational Activities through the Flipped Classroom on Students with Low Metacognitive Thinking. Journal of Ecohumanism, 3(4), 2476-2491. doi:https://doi.org/10.62754/joe.v3i4.3770
65. Zeidan, A. A., Alhalafawy, W. S., & Tawfiq, M. Z. (2017). The Effect of (Macro/Micro) Wiki Content Organization on Developing Metacognition Skills. Life Science Journal, 14(12).
66. Zeidan, A. A., Alhalafawy, W. S., Tawfiq, M. Z., & Abdelhameed, W. R. (2015). The effectiveness of some e-blogging patterns on developing the informational awareness for the educational technology innovations and the King Abdul-Aziz University postgraduate students' attitudes towards it. Life Science Journal, 12(12).
67. Zohdi, A. M., Al-Hafdi, F. S., & Alhalafawy, W. S. (2024). The Role of Digital Platforms in Studying the Holy Qur’an: A Case Study based on the Voices of Students from Diverse Cultures at the Prophet’s Mosque. Journal of Ecohumanism, 3(7), 3050-3062. doi:10.62754/joe.v3i7.4440
منشور
2024-12-10
كيفية الاقتباس
أ.سلمان مطر السلمي, د. أحمد بن إبراهيم فلاته, & أ.د. وليد بن سالم محمد الحلفاوي. (2024). فاعلية منصة قائمة على الذكاء الاصطناعي التوليدي والتلعيب في تنمية التفكير فوق المعرفي لدى طلاب التعليم العالي. Journal of Educational and Human Sciences, (41), 281-301. https://doi.org/10.33193/JEAHS.41.2024.575
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