Transformation of The Students Paradigm in Islamic Education Through The Utilization of Artificial Intelligence
Keywords:
Islamic Education, Students Paradigm, Artificial IntelligenceAbstract
This research aims to uncover the transformation of the students paradigm in Islamic education through the utilization of Artificial Intelligence. The approach used in this research is a qualitative approach, relying on literature review as an effective research method in achieving the research objectives. Data collection was conducted systematically and structured through literature analysis focused on the transformation of the students paradigm in Islamic education through the use of Artificial Intelligence. Data analysis was conducted using modified analytical induction techniques to ensure a comprehensive and structured picture, so that the findings are accurate and avoid subjectivity bias. The results of this study describe the transformation of the students paradigm in Islamic education through the use of Artificial Intelligence which can be divided into students models as recipients, collaborators, and leaders. Students as recipients are responsible for responding to predetermined knowledge sequences, following procedures and learning paths, and carrying out learning activities through the use of Artificial Intelligence to achieve predetermined goals. Students as collaborators interact with the Artificial Intelligence system to achieve better and more efficient learning. Meanwhile, students as leaders take the role of controllers to become leaders in their own learning process, manage the risk of Artificial Intelligence decision automation, and develop better and more efficient learning.
References
Ariyanto, Z. R., Sari, N. P., Nurhidayah, O., Hayat, S., Hikmahwati, R., & Sulistyono, Y. (2023). Kajian Fenomena Kesenjangan Generasi dalam Konteks Kehidupan Kampus menurut Perspektif Ilmu Komunikasi. Jurnal Ilmiah Ilmu Sosial, 9(2), 193–208. https://doi.org/10.23887/JIIS.V9I2.70980
Bandura, A. (2006). Toward a Psychology of Human Agency. Perspectives on Psychological Science, 1(2), 164–180.
Barua, P. D., Vicnesh, J., Gururajan, R., Oh, S. L., Palmer, E., Azizan, M. M., ... & Acharya, U. R. (2022). Artificial intelligence enabled personalised assistive tools to enhance education of children with neurodevelopmental disorders—a review. International Journal of Environmental Research and Public Health, 19(3), 1192-1201. https://doi.org/10.3390/IJERPH19031192
Burton, J. K., Moore, D. M. M., & Magliaro, S. G. (2004). Behaviorism and Instructional Technology.
Chassignol, M., Khoroshavin, A., Klimova, A., & Bilyatdinova, A. (2018). Artificial Intelligence Trends in Education: A Narrative Overview. Procedia Computer Science, 136, 16–24. https://doi.org/10.1016/J.PROCS.2018.08.233
Chen, L., Chen, P., & Lin, Z. (2020a). Artificial Intelligence in Education: A Review. IEEE Access, 8, 75264–75278. https://doi.org/10.1109/ACCESS.2020.2988510
Chen, L., Chen, P., & Lin, Z. (2020b). Artificial Intelligence in Education: A Review. IEEE Access, 8, 75264–75278. https://doi.org/10.1109/ACCESS.2020.2988510
Chen, X., Zou, D., Xie, H., Cheng, G., & Liu, C. (2022). Two Decades of Artificial Intelligence in Education: Contributors, Collaborations, Research Topics, Challenges, and Future Directions. Educational Technology & Society, 25(1), 28–47.
Creswell, J. W., & Poth, C. N. (2016). Qualitative Inquiry and Research Design: Choosing Among Five Approaches. Sage Publications.
Crowe, D., LaPierre, M., & Kebritchi, M. (2017). Knowledge Based Artificial Augmentation Intelligence Technology: Next Step in Academic Instructional Tools for Distance Learning. TechTrends, 61(5), 494–506. https://doi.org/10.1007/S11528-017-0210-4
Darmalaksana, W. (2020). Metode penelitian kualitatif studi pustaka dan studi lapangan. Pre-Print Digital Library UIN Sunan Gunung Djati Bandung.
Du Boulay, B. (2019). Escape from the Skinner Box: The Case for Contemporary Intelligent Learning Environments. British Journal of Educational Technology, 50(6), 2902–2919.
Fitriani, E., & Januari, A. R. (2023). Kajian Sosiologis Tujuan Pendidikan dalam Perspektif Islam. QALAM: Jurnal Pendidikan Islam, 4(01), 1–10. https://doi.org/10.57210/QLM.V4I01.234
Fitriani, E., & Syarifah, A. H. (2023). Konsep Pendidikan Islam di Era Abad 21: Tantangan dan Strateginya. Tasamuh: Jurnal Studi Islam, 15(1), 68–83. https://doi.org/10.47945/TASAMUH.V15I1.858
Gartner. (2019). Hype Cycle for Emerging Technologies. https://www.gartner.com/en/documents/3956015
Gligorea, I., Cioca, M., Oancea, R., Gorski, A.-T., Gorski, H., & Tudorache, P. (2023). Adaptive Learning Using Artificial Intelligence in e-Learning: A Literature Review. Education Sciences, 13(12), 1216-1229. https://doi.org/10.3390/EDUCSCI13121216
Hoc, J. M. (2010). From Human – Machine Interaction to Human – Machine Cooperation. Ergonomics, 43(7), 833–843. https://doi.org/10.1080/001401300409044
Hoey, J., Schröder, T., Morgan, J., Rogers, K. B., Rishi, D., & Nagappan, M. (2018). Artificial intelligence and social simulation: Studying group dynamics on a massive scale. Small Group Research, 49(6), 647-683. https://doi.org/10.1177/1046496418802362
Holmes, W., Bialik, M., & Fadel, C. (2019). Artificial intelligence in education promises and implications for teaching and learning. Center for Curriculum Redesign.
Hwang, G. J., Xie, H., Wah, B. W., & Gašević, D. (2020). Vision, Challenges, Roles and Research Issues of Artificial Intelligence in Education. Computers and Education: Artificial Intelligence, 1, 100001. https://doi.org/10.1016/J.CAEAI.2020.100001
Järvelä, S., Nguyen, A., & Hadwin, A. (2023). Human and artificial intelligence collaboration for socially shared regulation in learning. British Journal of Educational Technology, 54(5), 1057–1076. https://doi.org/10.1111/BJET.13325
Kaawoan, S., Solong, N. P., Mustain, A. Z., Ainiyah, N., & Nugraha, A. R. (2021). Understanding the concept of Islamic education for millennial in Indonesia. Linguistics and Culture Review, 5(S4), 1426–1438. https://doi.org/10.21744/LINGCURE.V5NS4.1886
Karim, A. R. (2020). Reafirmasi Pendidikan Agama Islam Melalui Sistem Boarding School di Sekolah Umum. Jurnal Pendidikan Agama Islam Al-Thariqah, 5(1), 38–49. https://doi.org/10.25299/al-thariqah.2020.vol5(1).5082
Karim, A. R., & Sugianto, H. (2023). Measuring the Future Needs of Islamic Education through the Role of Artificial Intelligence. Proceeding of International Conference on Education, Society and Humanity, 1(1), 861–870.
Kay, J. (2000). Stereotypes, Student Models and Scrutability. Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 1839, 19–30. https://doi.org/10.1007/3-540-45108-0_5/COVER
Law, N. W. Y. (2019). Human development and augmented intelligence. In The 20th international conference on artificial intelligence in education (AIED 2019). Springer. The Proceedings' web site is located at https://link. springer. com/book/10.1007/978-3-030-23204-7.
Mason, M. (2013). What Is Complexity Theory and What Are Its Implications for Educational Change? Educational Philosophy and Theory, 40(1), 35–49. https://doi.org/10.1111/J.1469-5812.2007.00413.X
Muhaemin. (2023). Tarbiyah Students’ Perceptions about Goodness through Millenial Ustad on Social Media. Journal of Teaching and Learning Research, 5(1), 1–10.
Mundiri, A. (2018). Pengembangan Media Pembelajaran PAI; Konsepsi, Konvergensi, dan Implementasi. Pustaka Nurja.
Ouariach, S., Khaldi, M., Mohamed, E., & Khaldi, M. (2023). The Flipped Classroom: From Passive Information Absorption to Active Learning. In Handbook of Research on Language Teacher Identity (pp. 1–25). IGI Global. https://doi.org/10.4018/978-1-6684-7275-0.CH015
Ouyang, F., & Jiao, P. (2021). Artificial Intelligence in Education: The Three Paradigms. Computers and Education: Artificial Intelligence, 2, 1–6. https://doi.org/10.1016/J.CAEAI.2021.100020
Riedl, M. O. (2019). Human-Centered Artificial Intelligence and Machine Learning. Human Behavior and Emerging Technologies, 1(1), 33–36. https://doi.org/10.1002/HBE2.117
Rofiqi, Sugianto, H., & Zainiyati, H. S. (2023). Social Education in The Perspective of The Qur’an (A Study of Comparative Tafsir by Al-Maraghi and Qurthubi). Al-Insyiroh: Jurnal Studi Keislaman, 9(2), 260–286. https://doi.org/10.35309/ALINSYIROH.V9I2.6529
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
Rosé, C. P., McLaughlin, E. A., Liu, R., & Koedinger, K. R. (2019). Explanatory Learner Models: Why Machine Learning (Alone) is not the Answer. British Journal of Educational Technology, 50(6), 2943–2958. https://doi.org/10.1111/BJET.12858
Sadiku, M. N. O., Musa, S. M., & Chukwu, U. C. (2022). Artificial Intelligence in Education. iUniverse.
Schommer, M. (1990). Effects of Beliefs about the Nature of Knowledge on Comprehension. Journal of Educational Psychology, 82(3), 498-518.
Segal, M. (2019). A More Human Approach to Artificial Intelligence. Nature, 571(7766), 118–130.
Skinner, B. F. (1953). Science and Human Behavior. Macmillan.
Skinner, B. F. (1958). Teaching Machines: From the Experimental Study of Learning Come Devices which Arrange Optimal Conditions for Self-Instruction. Science, 128(3330), 969–977.
Sugiarto, & Farid, A. (2023). Literasi Digital sebagai Jalan Penguatan Pendidikan Karakter di Era Society 5.0. Cetta: Jurnal Ilmu Pendidikan, 6(3), 580–597. https://doi.org/10.37329/CETTA.V6I3.2603
Taufik, M. (2020). Strategic Role of Islamic Religious Education in Strengthening Character Education in The Era of Industrial Revolution 4.0. Jurnal Ilmiah Islam Futura, 20(1), 86–104. https://doi.org/10.22373/JIIF.V20I1.5797
Tlili, A., Shehata, B., Adarkwah, M. A., Bozkurt, A., Hickey, D. T., Huang, R., & Agyemang, B. (2023). What if the devil is my guardian angel: ChatGPT as a case study of using chatbots in education. Smart Learning Environments, 10(1), 1–24. https://doi.org/10.1186/S40561-023-00237-X/FIGURES/13
Tominc, P., Oreški, D., & Rožman, M. (2023). Artificial Intelligence and Agility-Based Model for Successful Project Implementation and Company Competitiveness. Information, 14(337), 1–26. https://doi.org/10.3390/INFO14060337
Toniolo, A., Cerutti, F., Norman, T. J., Oren, N., Allen, J. A., Srivastava, M., & Sullivan, P. (2023). Human-machine collaboration in intelligence analysis: An expert evaluation. Intelligent Systems with Applications, 17, 200151-200159. https://doi.org/10.1016/J.ISWA.2022.200151
Ulfatin, N. (2015). Metode Penelitian Kualitatif di Bidang Pendidikan: Teori dan Aplikasinya. Media Nusa Creative.
Vygotsky, L. S., & Cole, M. (1978). Mind in Society: Development of Higher Psychological Processes. Harvard University Press.
Wardi, M., Mundiri, A., & Batul, Z. (2023). Pesantren-Based Principal Leadership Symbolic Interactionism Perspective in Schools. Jurnal Al-Tanzim, 07(02), 665–677.
Yang, S. J. H., Ogata, H., Matsui, T., & Chen, N. S. (2021). Human-Centered Artificial Intelligence in Education: Seeing the Invisible through the Visible. Computers and Education: Artificial Intelligence, 2, 1–5. https://doi.org/10.1016/J.CAEAI.2021.100008
Zamroni, M. M. E. I. B., Baharun, H., Holidi, M., Ervansyah, F., Abbas, A. R., ... & Erliana, C. I. (2021). Indigeneity and the Plight of Managing Behaviour; A Collaborative Instructional Model Based on Digital Classroom. behaviour, 2, 3.
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