AI INTEGRATION IN LEARNING SYSTEMS: LITERATURE REVIEW ANALYSIS ON TEACHING OPTIMISATION THROUGH VIRTUAL TUTORS, DATA ANALYSIS, AND AUTOMATED EDUCATIONAL MATERIAL CREATION
Keywords:
artificial intelligence, virtual tutors, learning analytics, learning material automation, educational technology, literature reviewAbstract
The development of artificial intelligence (AI) has brought a new paradigm in the world of education by introducing learning systems that are more adaptive, efficient, and learner-centred. This study aims to analyse the role of AI in optimising the learning process through the application of virtual tutors, learning analytics, and the automation of educational material creation. The research method used is library research by reviewing various existing scientific sources. The results show that the integration of AI in education can improve learning personalisation, strengthen data-based decision making, and increase efficiency in academic content development. AI-based virtual tutors enable real-time feedback and individual guidance, while learning analytics help teachers understand students' needs more accurately. On the other hand, the automation of teaching material creation using generative technology increases teachers' time effectiveness and expands access to relevant and contextual learning resources. However, the implementation of AI requires serious attention to ethical issues, data validity, and potential algorithmic bias so that this technology can truly be beneficial in a fair and sustainable manner. This study emphasises that collaboration between human intelligence and artificial intelligence is key to building an innovative, inclusive, and meaningful future education ecosystem.
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Al-Emran, M., Al-Sharafi, M. A. ,. Arpaci, I. ,. Shaalan, K. (2025). Key factors influencing educational technology adoption in higher education: A systematic review. Digital Health. https://doi.org/10.1371/journal.pdig.0000764
Aslan. (2019, January 17). Pergeseran Nilai Di Masyarakat Perbatasan (Studi tentang Pendidikan dan Perubahan Sosial di Desa Temajuk Kalimantan Barat) [Disertasi dipublikasikan]. https://idr.uin-antasari.ac.id/10997/
Aslan, A. (2022). RELEVANCY OF RESEARCH EVIDENCE WITH THE SUCCESS OF ALQURAN MEMORISING: YOUNG HAFIZ MOTIVATIONAL APPROACH. Jurnal Ilmu Pendidikan Islam, 20(1), 1–26. https://doi.org/10.36835/jipi.v20i1.3929
Aslan, A., & Sidabutar, H. (2025). APPLICATION OF PIAGET’S THEORY IN EARLY CHILDHOOD EDUCATION CURRICULUM DEVELOPMENT. International Journal of Teaching and Learning, 3(1), Article 1.
Aslan, & Putra, P. (2020). AGAMA & BUDAYA NUSANTARA PASCA ISLAMISASI; Dampak Islamisasi terhadap Agama dan Kebudayaan Lokal di Paloh, Kalimantan Barat.
Aslan, Setiawan, A., & Hifza. (2019). Peran Pendidikan dalam Merubah Karakter Masyarakat Dampak Akulturasi Budaya di Temajuk. FENOMENA, 11(1), 11–30. https://doi.org/10.21093/fj.v11i1.1713
Bond, M. (2024). A systematic review of factors influencing EdTech adoption. Higher Education Evaluation and Development. https://doi.org/10.1108/HEED-07-2024-0033
Caroline, C., & Aslan, A. (2025). Meningkatkan Aksesibilitas Pendidikan melalui Teknologi: Tantangan dan Solusi di Negara Berkembang. Jurnal Ilmiah Edukatif, 11(1), Article 1. https://doi.org/10.37567/jie.v11i1.3696
Chatterjee, S., Bhattacharjee, K. K. (2024). Examining the adoption of technology-enhanced learning in higher education. Computers and Education: Artificial Intelligence. https://doi.org/10.1016/j.caeai.2024.100284
Crompton, H., Burke, D. (2025). Factors influencing educators’ AI adoption: A grounded meta-review. Computers and Education: Artificial Intelligence. https://doi.org/10.1016/j.caeai.2025.100543
Dalton, E. M. (2017). Using Diffusion of Innovation Theory to Promote Universally Designed Instruction. Journal of Postsecondary Education and Disability. https://files.eric.ed.gov/fulltext/EJ1135837.pdf
Eliyah, E., & Aslan, A. (2025). STAKE’S EVALUATION MODEL: METODE PENELITIAN. Prosiding Seminar Nasional Indonesia, 3(2), Article 2.
Escueta, M. (2025). What drives educational technology adoption in classrooms serving low-income students? Economics Letters. https://doi.org/10.1016/j.econlet.2025.115178
Fink, A. (2014). Conducting Research Literature Reviews: From the Internet to Paper. Sage Publications.
Firmansyah, F., & Aslan, A. (2025). THE RELEVANCE OF STEAM EDUCATION IN PREPARING 21ST CENTURY STUDENTS. International Journal of Teaching and Learning, 3(3), Article 3.
Fitriani, D., Aslan, & Eliyah. (2024). PERAN GURU PENDIDIKAN AGAMA ISLAM DALAM MENERAPKAN METODE MEMBACA AL-QUR’AN SISWA DI SD NEGERI 03 PENDAWAN DUSUN PENDAWAN DESA TANGARAN TAHUN 2021/2022. TARBIYATUL ILMU: Jurnal Kajian Pendidikan, 2(3), 150–155.
Granić, A., Marangunić, N. (2022). Educational Technology Adoption: A systematic review. Computers & Education. https://doi.org/10.1016/j.compedu.2022.104571
Hendriarto, P., Aslan, A., Mardhiah, Sholihin, R., & Wahyudin. (2021). The Relevance of Inquiry-Based Learning in Basic Reading Skills Exercises for Improving Student Learning Outcomes in Madrasah Ibtidaiyah. At-Tajdid : Jurnal Pendidikan Dan Pemikiran Islam, 5(01), 28–41. https://doi.org/10.24127/att.v5i01.1473
Hidayat, M. (2022). The Diffusion of Innovations Model: Applications to Education Policymaking. Jurnal Edukasi. http://jurnal.radenfatah.ac.id/index.php/edukasi/article/view/15745
Hifza & Aslan. (2020). The Model of Competitive Advantage Development in Private Islamic Education Institutions dalam "BASA 2019: Proceedings of the Third International Seminar on Recent Language, Literature, and Local Culture Studies, BASA, 20-21 September 2019, Surakarta, Central Java, Indonesia. European Alliance for Innovation.
Hilton, J. (2018). Research-Based Tech Integration Strategies. Edutopia. https://www.edutopia.org/article/research-based-tech-integration-strategies/
Islim, Ö. F. (2022). The effectiveness of blended learning on students’ academic achievement, motivational beliefs and learning retention. Frontiers in Psychology. https://doi.org/10.3389/fpsyg.2022.1150154
Judijanto, L., & Aslan, A. (2024). GLOBALISATION AND THE EROSION OF TRADITION: MODELLING THE IMPACT OF GLOBAL CULTURE ON LOCAL CUSTOMS. MUSHAF JOURNAL: Jurnal Ilmu Al Quran Dan Hadis, 4(3), Article 3.
Khan, A., Al-Sharafi, M. A. (2024). Barriers to Educational Technology Adoption: Navigating Challenges in Higher Education. Quarterly Journal of Social Sciences. https://doi.org/10.35484/qjss.162
Legris, P., Ingham, J. ,. Collerette, P. (2003). Technology Acceptance Model: A Literature Review from 1986 to 2013. European Journal of Information Systems. https://doi.org/10.1057/palgrave.ejis.3000486
Manullang, S. O., Mardani, M., & Aslan, A. (2021). The Effectiveness of Al-Quran Memorization Methods for Millennials Santri During Covid-19 in Indonesia. Nazhruna: Jurnal Pendidikan Islam, 4(2), 195–207.
Nurfadilah, E. (2023). Decision-Making Strategies in Technology Integration in the Classroom. Al-Ishlah: Jurnal Pendidikan. https://journal.staihubbulwathan.id/index.php/alishlah/article/view/5141
Oyelere, S. S. (2018). Educational technology adopters: A case study in University settings. International Journal of Educational Technology in Higher Education. https://doi.org/10.1186/s41239-018-0096-7
Pratiwi, N. D. (2024). Optimization of technology use in English learning through blended learning. Jurnal Riset Pendidikan Progresif. https://journal.universitaspahlawan.ac.id/index.php/jrpp/article/view/43126
Putra, P., & Aslan, A. (2019). Exercising Local-Wisdom-based Character Education in Madrasah: An Ethnographic Study in a Madrasah in Sambas, West Kalimantan. Jurnal Pendidikan Agama Islam (Journal of Islamic Education Studies), 7(2), 167–183. https://doi.org/10.15642/jpai.2019.7.2.167-183
Rahman, M. S. (2025). Synchronized Adoption Framework to Overcome Barriers to EdTech Implementation. International Journal of Frontiers in Management Research. https://www.ijfmr.com/papers/2025/5/57807.pdf
Rogers, E. M. (2003). Diffusion of Innovations (5th ed.). https://www.simonandschuster.com/books/Diffusion-of-Innovations/Everett-M-Rogers/9780743258234
Rusiadi, R., & Aslan, A. (2024). PEMBINAAN MAJELIS TAKLIM AL-ATQIYA’ DESA MATANG DANAU KECAMATAN PALOH. JOURNAL OF COMMUNITY DEDICATION, 4(1), 1–10.
Sari, D. P. (2025). The Feasibility of Blended Learning TPD TPACK Program for Indonesia’s Teachers. International Journal of Research and Innovation in Social Science. https://rsisinternational.org/journals/ijriss/articles/the-feasibility-of-blended-learning-tpd-tpack-program-for-indonesias-teac ...
Schmidt, D. A., Baran, E. ,. Thompson, A. D. ,. Mishra, P. ,. Koehler, M. J. (2009). Technological Pedagogical Content Knowledge (TPACK): The Development and Validation of an Assessment Instrument. Journal of Research on Technology in Education. https://doi.org/10.1080/15391523.2009.10782544
Tondeur, J., van Braak, J. ,. Sang, G. ,. Voogt, J. ,. Fisser, P. ,. Ottenbreit-Leftwich, A. (2024). Teacher Training in Educational Technology Integration: The Importance of Pedagogical Approaches. eLearning Industry. https://elearningindustry.com/importance-of-teacher-training-in-educational-technology-integration
Widiatmoko, A. P. (2024). TPACK-based blended learning as an implementation strategy. Jurnal Pendidikan Vokasi. https://scholarhub.uny.ac.id/jpv/vol13/iss1/6/
