Integration of Adaptive Learning Technology in the Context of Islamic Education in Indonesia
Abstract
Adaptive learning technologies have changed the dynamics of the teaching and learning process, allowing the personalization of Education according to the needs and abilities of each student. This article examines the potential integration of adaptive learning technologies in Islamic Education in Indonesia, highlighting its ability to strengthen Islamic traditions and values while improving the quality of learning. The technology provides customized feedback and delivers relevant content, allowing students to delve into the teachings of the Quran, Hadith, and other Islamic subjects efficiently. In addition, this technology can help educators allocate resources more effectively and support inclusivity by accommodating various student learning needs. While offering many benefits, this technology integration also faces challenges, such as the quality of digital content, teacher training needs, and alignment with Islamic values. This research uses qualitative methods and literature studies to explore practical strategies for integrating adaptive learning technologies into the Islamic religious education curriculum. The results are expected to provide insights for educators and policymakers on how to leverage these technologies to improve student engagement and learning outcomes and develop curricula that are more responsive to individual needs. In conclusion, adaptive learning technology has great potential to improve the quality of Islamic Education in Indonesia, creating a more personalized, inclusive, and efficient learning experience while respecting traditional Islamic values.
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Al Haddar, G., Riyanto, A., & Wahab Syakhrani STAI Rasyidiyah Khalidiyah Amuntai, A. (2023). the Revolution of Islamic Education Thought in the Era of Society 5.0: Corrections and Analysis of Studies in Islamic Higher Education Institutions in South Kalimantan. International Journal of Teaching and Learning (INJOTEL), 1(4), 468–483.
Alqahtani, R., Kaliappen, N., & Alqahtani, M. (2021). A Review Of The Quality Of Adaptive Learning Tools Over Non-Adaptive Learning Tools. International Journal for Quality Research, 15(1), 45–72. https://doi.org/10.24874/IJQR15.01-03
Anderson, M. H., & Lemken, R. K. (2023). Citation Context Analysis as a Method for Conducting Rigorous and Impactful Literature Reviews. Organizational Research Methods, 26(1), 77–106. https://doi.org/10.1177/1094428120969905
As’ad, M. (2021). Adaptation Into Islamic Education 4.0: An Approach To Redesigning A Sustainable Islamic Education In The Post Pandemic Era. AKADEMIKA: Jurnal Pemikiran Islam, 26(1), 19. https://doi.org/10.32332/akademika.v26i1.3122
Baharun, H., Wahid, A. H., Muali, C., Rozi, F., & Fajry, M. W. (2022). Building Public Trust in Islamic School Through Adaptive Curriculum. Jurnal Pendidikan Islam, 8(1). https://doi.org/10.15575/jpi.v8i1.17163
Basir, K. H., Haji Sismat, M. A., & Ahmad, S. S. (2023). Adapting and implementing the new normal: an Islamic university perspective. Journal of Applied Research in Higher Education. https://doi.org/10.1108/JARHE-02-2023-0068
Cavanagh, T., Chen, B., Lahcen, R. A. M., & Paradiso, J. R. (2020). Constructing a design framework and pedagogical approach for adaptive learning in higher education: A practitioner’s perspective. International Review of Research in Open and Distributed Learning, 21(1), 153–171. https://doi.org/10.19173/irrodl.v21i1.4529
Chima Abimbola Eden, Onyebuchi Nneamaka Chisom, & Idowu Sulaimon Adeniyi. (2024). Harnessing technology integration in education: Strategies for enhancing learning outcomes and equity. World Journal of Advanced Engineering Technology and Sciences, 11(2), 001–008. https://doi.org/10.30574/wjaets.2024.11.2.0071
Christodoulou, A., & Angeli, C. (2022). Adaptive Learning Techniques for a Personalized Educational Software in Developing Teachers’ Technological Pedagogical Content Knowledge. Frontiers in Education, 7. https://doi.org/10.3389/feduc.2022.789397
Dalimunthe, M. A., Pallathadka, H., Muda, I., Manoharmayum, D. D., Shah, A. H., Prodanova, N. A., … Singer, N. (2023). Challenges of Islamic education in the new era of information and communication technologies. HTS Teologiese Studies / Theological Studies, 79(1). https://doi.org/10.4102/hts.v79i1.8608
Essa, S. G., Celik, T., & Human-Hendricks, N. E. (2023). Personalized Adaptive Learning Technologies Based on Machine Learning Techniques to Identify Learning Styles: A Systematic Literature Review. IEEE Access, 11, 48392–48409. https://doi.org/10.1109/ACCESS.2023.3276439
Fernández-Morante, C., Cebreiro-López, B., Rodríguez-Malmierca, M. J., & Casal-Otero, L. (2021). Adaptive Learning Supported by Learning Analytics for Student Teachers’ Personalized Training during in-School Practices. Sustainability 2022, Vol. 14, Page 124, 14(1), 124. https://doi.org/10.3390/SU14010124
Fink, A. (2020). Conducting Research Literature Reviews: From the Internet to Paper. Califorlina: Sage Publications, Inc.
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). https://doi.org/10.3390/educsci13121216
Grant, P., & Basye, D. (2014). Personalized learning: A guide for engaging students with technology. International Society for Technology in Education.
Huberman, M. &. (2014). Qualitative Data Analysis, A Methods Sourcebook, Edition 3, Terjemahan Tjetjep Rohindi Rohidi, UI-Press. USA: Sage Publications.
Hwang, G. J., Yang, L. H., & Wang, S. Y. (2013). A concept map-embedded educational computer game for improving students’ learning performance in natural science courses. Computers and Education, 69, 121–130. https://doi.org/10.1016/j.compedu.2013.07.008
Kabudi, T., Pappas, I., & Olsen, D. H. (2021). AI-enabled adaptive learning systems: A systematic mapping of the literature. Computers and Education: Artificial Intelligence, 2. https://doi.org/10.1016/j.caeai.2021.100017
Kohli, R., & Melville, N. P. (2019). Digital innovation: review and synthesis. Information Systems Journal, 29(1), 200–223. https://doi.org/10.1111/isj.12193
Lahiri, S. (2023). A Qualitative Research Approach is an Inevitable Part of Research Methodology : An Overview. International Journal For Multidisciplinary Research, 5(3). https://doi.org/10.36948/ijfmr.2023.v05i03.3178
Mandinach, E. B. (2012). A Perfect Time for Data Use: Using Data-Driven Decision Making to Inform Practice. Educational Psychologist, 47(2), 71–85. https://doi.org/10.1080/00461520.2012.667064
Martinez, M. (2013). Adapting for a Personalized Learning Experience. https://doi.org/10.1007/978-3-642-32301-0_6
Mavroudi, A., Giannakos, M., & Krogstie, J. (2018). Supporting adaptive learning pathways through the use of learning analytics: developments, challenges and future opportunities. Interactive Learning Environments, 26(2), 206–220. https://doi.org/10.1080/10494820.2017.1292531
McKnight, K., O’Malley, K., Ruzic, R., Horsley, M. K., Franey, J. J., & Bassett, K. (2016). Teaching in a Digital Age: How Educators Use Technology to Improve Student Learning. Journal of Research on Technology in Education, 48(3), 194–211. https://doi.org/10.1080/15391523.2016.1175856
Mirata, V., Hirt, F., Bergamin, P., & van der Westhuizen, C. (2020). Challenges and contexts in establishing adaptive learning in higher education: findings from a Delphi study. International Journal of Educational Technology in Higher Education, 17(1). https://doi.org/10.1186/s41239-020-00209-y
Moleong, L. J. (2019). Metode Penelitian Kualitatif. Jakarta: Remaja Rosda Karya.
Moslimany, R., Otaibi, A., & Shaikh, F. (2024). Designing a holistic curriculum: Challenges and opportunities in islamic education. Journal on Islamic Studies, 1(1), 52–73. https://doi.org/10.35335/BEZTG009
Nelson, N., & King, J. R. (2023). Discourse synthesis: Textual transformations in writing from sources. Reading and Writing, 36(4), 769–808. https://doi.org/10.1007/s11145-021-10243-5
Okoli, C., & Schabram, K. (2012). A Guide to Conducting a Systematic Literature Review of Information Systems Research. SSRN Electronic Journal. https://doi.org/10.2139/ssrn.1954824
Onesi-Ozigagun, O., James Ololade, Y., Louis Eyo-Udo, N., Oluwaseun Ogundipe, D., Manager, P., & Author, C. (2024). Revolutionizing Education Through Ai: A Comprehensive Review Of Enhancing Learning Experiences. International Journal of Applied Research in Social Sciences, 6(4), 589–607. https://doi.org/10.51594/IJARSS.V6I4.1011
Premlatha, K. R., & Geetha, T. V. (2015). Learning content design and learner adaptation for adaptive e-learning environment: a survey. Artificial Intelligence Review, 44(4), 443–465. https://doi.org/10.1007/s10462-015-9432-z
Qin, R. X., Velin, L., Yates, E. F., El Omrani, O., McLeod, E., Tudravu, J., … McClain, C. D. (2022). Building sustainable and resilient surgical systems: A narrative review of opportunities to integrate climate change into national surgical planning in the Western Pacific region. The Lancet Regional Health - Western Pacific, 22. https://doi.org/10.1016/j.lanwpc.2022.100407
Rane, N., Choudhary, S., & Rane, J. (2023). Education 4.0 and 5.0: Integrating Artificial Intelligence (AI) for Personalized and Adaptive Learning. SSRN Electronic Journal. https://doi.org/10.2139/SSRN.4638365
Reeves, T. D., & Chiang, J. L. (2018). Online interventions to promote teacher data-driven decision making: Optimizing design to maximize impact. Studies in Educational Evaluation, 59, 256–269. https://doi.org/10.1016/J.STUEDUC.2018.09.006
Rick, L. S. (2017). Adaptive Learning, Competency Based Education, and Personalization : Implications for Distance Education and Adult Learners. Journal of Lifelong Learning Society, 13(1), 49–71. https://doi.org/10.26857/JLLS.2017.02.13.1.49
Rincon-Flores, E. G., Vázquez, N. R., Sanchez, L. C., Solís, S. L. G., Valdes, P. A., & Lara, L. C. (2023). Improving face-to-face learning using an Adaptive Technology. 2023 IEEE Global Engineering Education Conference (EDUCON), 1–5. IEEE. https://doi.org/10.1109/EDUCON54358.2023.10125276
Rivera Muñoz, J. L., Moscoso Ojeda, F., Lizbeth, D., Jurado, A., Fritz, P., Peña, P., … José Vasquez-Pauca, M. (2022). Systematic Review of Adaptive Learning Technology for Learning in Higher Education. Eurasian Journal of Educational Research, 98(98), 221–233. https://doi.org/10.14689/ejer.2022.98.014
Rubel, A., & Jones, K. M. L. (2016). Student privacy in learning analytics: An information ethics perspective. The Information Society, 32(2), 143–159. https://doi.org/10.1080/01972243.2016.1130502
Saba, F., & Shearer, R. L. (2017). Transactional Distance and Adaptive Learning. Routledge. https://doi.org/10.4324/9780203731819
Sabani, N., Hardaker, G., Sabki, A., & Salleh, S. (2016). Understandings of Islamic pedagogy for personalised learning. The International Journal of Information and Learning Technology, 33(2), 78–90. https://doi.org/10.1108/IJILT-01-2016-0003
Samigulina, G., Samigulina, Z., & Porubov, D. (2023). Development of an Adaptive Technology for Distance Learning of Microprocessor Technology Based on Immunological Homeostasis. 2023 International Conference on Industrial Engineering, Applications and Manufacturing (ICIEAM), 961–966. IEEE. https://doi.org/10.1109/ICIEAM57311.2023.10139179
Schryen, G., Wagner, G., & Benlian, A. (2015). Theory of knowledge for literature reviews: An epistemological model, taxonomy and empirical analysis of IS literature. 2015 International Conference on Information Systems: Exploring the Information Frontier, ICIS 2015.
Soler Costa, R., Izabella, A., Pereira, M., Tan, Q., †2, , Pivot, F., … Wang, H. (2022). Personalized and adaptive learning: educational practice and technological impact. Texto Livre, 14(3), e33445. https://doi.org/10.35699/1983-3652.2021.33445
Soler Costa, R., Tan, Q., Pivot, F., Zhang, X., & Wang, H. (2021). Personalized and adaptive learning. Texto Livre: Linguagem e Tecnologia, 14(3), e33445. https://doi.org/10.35699/1983-3652.2021.33445
Tursynova, T. T., Saginov, K. M., & Bakhisheva, S. M. (2023). Application of adaptive learning technology in the educational process. Bulletin of Kazakh National Women’s Teacher Training University, (2), 98–112. https://doi.org/10.52512/2306-5079-2023-94-2-98-112
Uyuni, B., & Adnan, M. (2020). The Challenge of Islamic Education in 21st Century. SALAM: Jurnal Sosial Dan Budaya Syar-I, 7(11), 1101–1120. https://doi.org/10.15408/sjsbs.v7i12.18291
Vesin, B., Mangaroska, K., & Giannakos, M. (2018). Learning in smart environments: user-centered design and analytics of an adaptive learning system. Smart Learning Environments 2018 5:1, 5(1), 1–21. https://doi.org/10.1186/S40561-018-0071-0
Vidoni, M. (2022). A systematic process for Mining Software Repositories: Results from a systematic literature review. Information and Software Technology, 144. https://doi.org/10.1016/j.infsof.2021.106791
Walkington, C. A. (2013). Using adaptive learning technologies to personalize instruction to student interests: The impact of relevant contexts on performance and learning outcomes. Journal of Educational Psychology, 105(4), 932–945. https://doi.org/10.1037/a0031882
Westwood, P. (2018). Inclusive and Adaptive Teaching. Second edition. | New York : Routledge is an imprint of the Taylor & Francis Group, an Informa Business, 2018. | “First edition published by Routledge 2013”—T.p. verso.: Routledge. https://doi.org/10.4324/9781351061261
Xie, H., Chu, H. C., Hwang, G. J., & Wang, C. C. (2019). Trends and development in technology-enhanced adaptive/personalized learning: A systematic review of journal publications from 2007 to 2017. Computers & Education, 140, 103599. https://doi.org/10.1016/J.COMPEDU.2019.103599
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