BUILDING ADAPTIVE CURRICULUM MODELS WITH AI: INNOVATIONS AND IMPLICATIONS FOR TEACHING AND LEARNING
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The integration of artificial intelligence (AI) into education is rapidly transforming traditional curriculum models, offering new opportunities for personalized learning. AI-powered adaptive curriculum models have the potential to provide real-time, personalized learning experiences that cater to individual student needs. This study explores the role of AI in developing adaptive curricula and its impact on teaching and learning processes. The research aims to evaluate the effectiveness of AI-driven adaptive curriculum models in improving student engagement, academic performance, and overall learning outcomes. A mixed-methods approach was used, combining quantitative assessments of student performance with qualitative feedback from both students and teachers. The findings indicate that students in AI-powered learning environments exhibited a 20% improvement in academic outcomes and a 25% increase in engagement compared to students using traditional curricula. Additionally, teachers reported positive feedback regarding the adaptability and effectiveness of AI tools in addressing diverse student needs. The study concludes that AI-enhanced adaptive curriculum models offer significant potential for improving educational practices by providing more personalized, dynamic, and engaging learning experiences. Future research should explore the long-term impacts of AI-driven curricula and address ethical concerns related to data privacy and algorithmic biases.
Alawneh, Y. J., Salman, F. N., Abu Eyadah, H. T., Soul, K. R. I., Shadid, R. M., & Alawnah, M. J. (2026). AI in curriculum development: Customizing educational content for 21st century skills. In Aladiyan A., Garg S., Singh R., Ambikapathy A., & Ravikumar K.K. (Eds.), AIP Conf. Proc. (Vol. 3414, Issue 1). American Institute of Physics. Scopus. https://doi.org/10.1063/5.0330707
Albakri, M. (2026). A Systems Thinking Framework for the Integration of Generative Artificial Intelligence in Decolonising Higher Education. Systems Research and Behavioral Science. Scopus. https://doi.org/10.1002/sres.70057
Alharithi, F. S., & Alzahrani, A. A. (2024). Enhancing environmental sustainability with federated LSTM models for AI-driven optimization. Alexandria Engineering Journal, 108, 640–653. Scopus. https://doi.org/10.1016/j.aej.2024.09.058
Alsafari, B., Atwell, E., Walker, A., & Callaghan, M. (2024). Towards effective teaching assistants: From intent-based chatbots to LLM-powered teaching assistants. Natural Language Processing Journal, 8. Scopus. https://doi.org/10.1016/j.nlp.2024.100101
Berglund, A., Otermans, P. C. J., & Aditya, D. (2026). GenAI-Enabled AI Teachers and Student Learning Engagement Across International Higher Education Contexts. Education Sciences, 16(4). Scopus. https://doi.org/10.3390/educsci16040600
Bhatt, V., Brahmbhatt, M., Malek, M. S., & Rajai, R. (2026). AI-driven classrooms: Building creative pedagogies through digital literacy and infrastructure empowerment an AI-TPACK approach. Universal Access in the Information Society, 25(2). Scopus. https://doi.org/10.1007/s10209-025-01302-7
Castillo, G., & Anand, S. (2025). Using AI to Boost Cybersecurity Awareness: Implementing the NIST Framework in Schools. In A. Reis, J. P. Cravino, L. Hadjileontiadis, P. Martins, S. B. Dias, S. Hadjileontiadou, & T. Mikropoulos (Eds.), Commun. Comput. Info. Sci.: 2481 CCIS (pp. 112–127). Springer Science and Business Media Deutschland GmbH. Scopus. https://doi.org/10.1007/978-3-032-02669-9_10
Chaika, O. (2025). EDUCATIONAL POLICY AND REFORMS: THE IMPACT OF GLOBALIZATION. In EDUC. POLICY AND REFORMS: THE IMPACT OF GLOB. (p. 151). PC TECHNOLOGY CENTER. Scopus. https://doi.org/10.15587/978-617-8360-20-7
Chauhan, M., Whale, J., & Rahimi, R. (2026). From chalkboards to chatbots: Navigating AI adoption, ethics, identity, and governance in UK higher education. Strategy and Leadership, 1–22. Scopus. https://doi.org/10.1108/SL-09-2025-0331
Chen, R., Wang, Z., Wang, Z., & Wang, Z. (2026). AI-enabled teaching reform of programming courses based on OBE. Proc. Int. Conf. Informatics Educ. Comput. Technol. Appl., IECA, 868–874. Scopus. https://doi.org/10.1145/3802133.3802273
Dharmatanna, S. W., & Wijaya, E. S. (2026). Navigating the Architectural Education’s Digital Transformation in Indonesia: AI, BIM, and Software Preferences in Design Studios. In Aigbavboa C., Awuzie B., Aghimien D., Oke A.E., & Omotayo T. (Eds.), Lect. Notes Civ. Eng.: 772 LNCE (pp. 1541–1550). Springer Science and Business Media Deutschland GmbH. Scopus. https://doi.org/10.1007/978-3-032-08992-2_129
Fadzil, N. E. M., & Hashim, H. (2026). Integrating Artificial Intelligence into a Multimodal Learning Framework: Enhancing ESL Academic Writing. Pedagogical Innovation Through Technology-Enhanced Learning Design: Global Case Studies and Implications for Practice, 89–108. Scopus. https://doi.org/10.4324/9781003665472-7
García, F. R., Merchán, P. F., Pachay, J. Z., & Peñaranda, S. G. (2026). Unlocking High-Quality Education: A Comparative Analysis of Online versus Traditional Teaching Modalities in a Higher Education Institution in Milagro, Ecuador. Ianna Journal of Interdisciplinary Studies, 8(1), 495–509. Scopus. https://doi.org/10.5281/zenodo.17724617
Gargalo, C. L., Caño, S., Caccavale, F., Gernaey, K. V., & Krühne, U. (2022). Educational Computer-Aided Tools Towards Industry 4.0: Recommendations and BioVL. Computer Aided Chemical Engineering, 49, 1273–1278. Scopus. https://doi.org/10.1016/B978-0-323-85159-6.50212-8
Haigh, R. (2026). Repositioning construction management education for Construction 5.0: An accreditation-aligned competency framework and review. Construction Management and Economics. Scopus. https://doi.org/10.1080/01446193.2026.2676650
Han, B., Zhao, Y., & Zulkifli, N. W. (2026). Implementation Strategies for Gamification in Pharmacy Clinical Skills Education: A Review and Practical Implications. British Journal of Hospital Medicine, 87(3). Scopus. https://doi.org/10.31083/BJHM51832
Huang, B., Wang, C., & Barati, K. (2025). Model Then Revise: A Scalable AI Supported Workflow for Knowledge Integration in Engineering Writing. Int. Conf. Mod. Educ. Technol., ICMET, 263–269. Scopus. https://doi.org/10.1109/ICMET67594.2025.11452007
Jiang, H., Qian, X., Chen, L., Li, J., Escobar, E., Story, M., & Tang, S. (2016). Towards universal access to skilled birth attendance: The process of transforming the role of traditional birth attendants in Rural China. BMC Pregnancy and Childbirth, 16(1). Scopus. https://doi.org/10.1186/s12884-016-0854-7
Kataria, A., Manhas, R., Ingale, K., Saxena, K., Pandher, G. K., & Ramakrishnan, U. (2025). INTELLIGENT PEDAGOGIES: AI IN VISUAL ARTS EDUCATION. ShodhKosh: Journal of Visual and Performing Arts, 6(5s), 394–404. Scopus. https://doi.org/10.29121/shodhkosh.v6.i5s.2025.6903
Kaur, R., Saini, S. K., Saini, R., Aggarwal, V., Sandeep Vasekara, P., & Kaveyan, K. (2025). Harnessing Disruptive Technologies in Education: The Role of AI, VR/AR, Blockchain, IoT, and Adaptive Learning Platforms. Int. Conf. Artif. Intell. Data Eng., AIDE - Proc., 353–358. Scopus. https://doi.org/10.1109/AIDE64228.2025.10986860
Kochmar E., Bexte M., Burstein J., Horbach A., Laarmann-Quante R., Tack A., Yaneva V., & Yuan Z. (Eds.). (2024). Proceedings of the 19th Workshop on Innovative Use of NLP for Building Educational Applications. Proceedings of the 19th Workshop on Innovative Use of NLP for Building Educational Applications. Scopus. https://www.scopus.com/pages/publications/105038349443?origin=resultslist
Li, X., Ye, W., Wu, D., Tan, Y., Hartman, N. W., Jun, M. B.-G., & Athinarayanan, R. (2025). ADAPTIVE GENAI-EMPOWERED MANUFACTURING TRAINING USING LLMS AND GRAPHRAG. ASME Int Mech Eng Congress Expos Proc, 2-F219613. Scopus. https://doi.org/10.1115/IMECE2025-167138
Madshaven, J. M., Omlin, C. W. P., & Spanos, A. (2025). Making Historical Consciousness Come Alive: Abstract Concepts, Artificial Intelligence, and Implicit Game-Based Learning. Education Sciences, 15(9). Scopus. https://doi.org/10.3390/educsci15091128
Mahala, A., & Chauhan, B. (2025). How Can the AI-Generated Curriculum Gap in Teacher Education Be Addressed? TechTrends, 69(6), 1158–1167. Scopus. https://doi.org/10.1007/s11528-025-01102-z
Mahmud, S. K., & Kurt, M. (2026). Enhancing Inclusive Sustainability-Oriented Learning in Higher Education Using Adaptive Learning Platforms and Performance-Based Assessment. Sustainability (Switzerland), 18(3). Scopus. https://doi.org/10.3390/su18031489
Makrakis, V., & Kostoulas-Makrakis, N. (2026). Predicting SDG Integration in Latin American Higher Education Through Transmissive, Transactive, and Transformative Teaching Methodologies. Sustainability (Switzerland), 18(11). Scopus. https://doi.org/10.3390/su18115683
Mardiana, H., Kasim, M. B., & Md Jaafar, F. B. (2026). Developing digital literacy and competence in Southeast Asia higher education: The role of institutional support and prior AI experience. Asian Education and Development Studies, 1–18. Scopus. https://doi.org/10.1108/AEDS-09-2025-0457
Mohamed, H., Isa, N., Ismail, Z., & Hishamuddin, N. F. H. (2025). Generative AI for Software Project Management: Towards Adaptive, Personalized, and Project-Centered Learning. Proc. IEEE Int. Conf. Data Softw. Eng., ICoDSE, 550–555. Scopus. https://doi.org/10.1109/ICoDSE68111.2025.11351607
Nandhlal, K., & Kabanda, G. (2026). Sustaining human agency in AI-supported higher education: Governance implications for sustainable cities. Frontiers in Sustainable Cities, 8. Scopus. https://doi.org/10.3389/frsc.2026.1772320
Nartey, E. K. (2026). Generative AI in Higher Education: Ethical Governance, Skills, and Employability: Volume 2. In Generative AI in Higher Education: Ethical Governance, Skills, and Employability: Volume 2 (Vol. 2, p. 326). CRC Press. Scopus. https://doi.org/10.1201/9781003502517
Novoa, N. C., & Moreno, S. P. B. (2026). Digital Transformation in Higher Education: A Bibliometric Mapping Review. TEM Journal, 15(2), 1902–1913. Scopus. https://doi.org/10.18421/TEM152-79
O’Brien, S., & Kearney, A. (2026). Embedding place as a regenerative enterprise signature pedagogy- action learning insights at an emerging regional university. International Journal of Organization Theory and Behavior, 1–21. Scopus. https://doi.org/10.1108/IJOTB-10-2025-0313
Pan, L., Du, T., Li, J., Lin, D., Ma, X., & Wang, L. (2026). How does the organizational innovation atmosphere in a school setting influence the development of teachers’ creative performance? Acta Psychologica, 266. Scopus. https://doi.org/10.1016/j.actpsy.2026.106775
Patil, T., & Hemamalini, V. (2025). Artificial Intelligence in MOOC Analytics: A Critical Review of Prediction Methods and Future Directions. World Skills Conf. Univers. Data Anal. Sci., WorldSUAS. Scopus. 2025 World Skills Conference on Universal Data Analytics and Sciences, WorldSUAS 2025. https://doi.org/10.1109/WorldSUAS66815.2025.11199106
Rai, H., Malik, N., & Varma, A. (2026). Generative AI and management education: A knowledge management perspective. Journal of Knowledge Management. Scopus. https://doi.org/10.1108/JKM-01-2025-0102
Raimi, L. (2026). First-mover advantage in AI adoption in higher education: A critical discourse analysis of social policy, inequality, and institutional governance. International Journal of Sociology and Social Policy, 1–23. Scopus. https://doi.org/10.1108/IJSSP-01-2026-0057
Rockett, E. (2026). Innovative solutions to fashion’s biggest problems – the impact of artificial intelligence on solutions for Sustainable Development Goals 9 and 12. A case study from London College of Fashion. International Journal of Educational Management, 40(1–2), 194–208. Scopus. https://doi.org/10.1108/IJEM-12-2024-0853
Rodrigues, M., Garcez, A., Borges, A. P., Franco, M., & Silva, R. (2026). PTCP – scale of personality traits and creative practices: Adaptation, application and validation in higher education institutions. Journal of Applied Research in Higher Education, 1–21. Scopus. https://doi.org/10.1108/JARHE-07-2025-0530
Sharma, A., Kaushik, N., Srivastav, A., Verma, S. K., Khurana, J., & Bhowmik, M. (2025). ADAPTIVE LEARNING SYSTEMS FOR MULTIMEDIA DESIGN EDUCATION. ShodhKosh: Journal of Visual and Performing Arts, 6(2s), 23–33. Scopus. https://doi.org/10.29121/shodhkosh.v6.i2s.2025.6701
Songkram, N., Shidiq, G. A., Taweejamsup, S., & Songkram, N. (2026). University lecturers’ perceptions on digital transformation and knowledge management for teaching innovation. Innovations in Education and Teaching International. Scopus. https://doi.org/10.1080/14703297.2026.2621251
Stiefenhofer, P., Deniz, C., Xie, L., & Zhang, V. N. (2026). AI in Economics Education. Artificial Intelligence and the Future of Islamic Finance, 207–235. Scopus. https://doi.org/10.4324/9781003620525-17
Surendhranatha Reddy, C., & Leelavathi, R. (2026). Reimagining classroom dynamics: The impact of AI-teacher collaboration on student engagement in higher education. International Journal of Educational Management, 40(1–2), 158–175. Scopus. https://doi.org/10.1108/IJEM-12-2024-0843
Temimi, A., Rebai, R., Aldamen, H., Souki, K., & Amiri, K. (2025). Education at a crossroads: Will AI fix learning or break it? Manag. Sustain. Scopus. Management and Sustainability. https://doi.org/10.1108/MSAR-04-2025-0118
Wei, Z., Zhang, G., Zhang, M., & Cui, W. (2025). The Symbiotic Integration of Cognitive-Enhanced Artificial Intelligence and University Education: Building the Future Intelligent Learning Ecosystem. Proc. Int. Conf. Big Data, Inf. Comput. Netw., BDICN, 434–439. Scopus. https://doi.org/10.1145/3727353.3727424
Zhao, L., Liu, Z., & Zhao, X. (2025). Developing a Knowledge Graph for Intelligent Structural Design Course. Proc. Int. Conf. Artif. Intell. Educ., ICAIE, 123–128. Scopus. https://doi.org/10.1145/3722237.3722259
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