Transformation of Education: How Technology is Reshaping Learning for 2045
Transformation of Education: How Technology is Reshaping Learning for 2045
Professor Dr Maszlee Malik
Chairman,
International Institute of Advanced Islamic Studies (IAIS) Malaysia
Introduction
Education is undergoing a seismic shift, driven by rapid technological advancements that are redefining the way we teach and learn. As we navigate the 21st century, artificial intelligence (AI), the Fourth Industrial Revolution (IR 4.0), and the ubiquity of online learning platforms are reshaping classrooms and pedagogical approaches. But will this technological revolution fulfill its promise of equitable access, personalized learning, and future-ready graduates? Or will it deepen existing inequalities, leaving disadvantaged students further behind? This article explores the transformative potential of technology in education, weighing its opportunities and challenges in shaping the future of learning.
The Digital Revolution in Education
Education systems worldwide are increasingly embracing digital tools to enhance learning outcomes. In Finland, technology is seamlessly integrated with pedagogical methods to foster critical thinking and creativity.[1] Meanwhile, South Korea’s investment in high-speed internet ensures that students—regardless of whether they live in urban centers or rural areas—have access to digital resources.[2]
However, while some countries have successfully harnessed digital learning, a widening digital divide persists. As scholars Susan B. Neuman and Donna C. Celano caution:
"The very tool designed to level the playing field is, in fact, un-leveling it."[3]
Their research reveals that digital inequality disproportionately affects marginalized communities, where limited access to devices, internet connectivity, and digital literacy skills undermines the potential of educational technology. In such regions, technology often exacerbates educational disparities rather than bridging them. To unlock the full potential of educational technology, policymakers must confront these inequities and ensure that digital advancements serve all learners—not just the privileged few.
The World Bank’s report Reimagining Human Connections: Technology and Innovation in Education highlights the transformative role technology can sometimes play in addressing these disparities.[4] In Botswana, for instance, digital tools have been leveraged to reach students in remote areas, providing access to online courses and educational resources that were previously out of reach. [5] This development underscores the potential of technology to make education more inclusive and equitable—but only if systemic barriers to access are effectively addressed.
Artificial Intelligence and the Future of Personalized Learning
While digital tools have transformed access to education, AI is taking personalization to the next level, enabling more tailored learning experiences. In China, AI-driven platforms analyze student performance and adapt curriculum pacing to individual needs, enhancing comprehension and retention.[6] These cutting-edge AI systems are designed to meticulously analyze real-time data on each student's unique learning patterns, skill gaps, and knowledge retention levels, enabling them to provide highly customized feedback and recommendations for educational resources tailored to the individual's strengths, weaknesses, and preferred learning styles.
The impact of AI extends further when combined with IR 4.0 technologies. Innovations such as the Internet of Things (IoT), big data analytics, blockchain, robotics, and cloud computing are revolutionizing interdisciplinary and experiential learning. Singapore’s "Smart Nation" initiative integrates smart classrooms that simulate real-world scenarios, equipping students with skills relevant to modern workplaces.[7] Similarly, in Finland, AI-assisted teacher support systems help educators tailor their instruction to different learning paces, ensuring no student is left behind.[8] IoT-powered smart campuses in the United States leverage real-time student data to enhance classroom experiences, while blockchain technology is increasingly used to secure academic credentials and streamline administrative processes.[9]
Yet, AI-driven education presents ethical challenges. Data privacy concerns, algorithmic biases, and the risk of diminishing human interaction in learning environments necessitate careful oversight. Will AI truly personalize learning, or will it reinforce existing biases embedded in its training data? Ensuring AI-powered education remains inclusive and equitable is paramount.
Inclusive Online Learning: Ensuring No One Is Left Behind
The COVID-19 pandemic underscored both the potential and limitations of online learning. While students in technologically advanced nations adapted quickly to virtual classrooms, those from lower socioeconomic backgrounds faced obstacles due to limited access to devices and internet connectivity. A 2020 OECD report warns that, despite its flexibility, online learning risks deepening educational inequalities by leaving the most vulnerable students behind.[10]
Some countries have successfully addressed these challenges. Estonia, for example, has implemented a nationwide digital education strategy, ensuring uninterrupted learning regardless of physical or socioeconomic barriers.[11] Canada’s education policies showcase best practices by integrating adaptive learning technologies that accommodate students with disabilities and those from marginalized communities.[12] Similarly, in Russia’s Kabardino-Balkarian Republic, digital tools have been effectively utilized to create more inclusive learning environments.[13]
To build on these advancements, governments and educational institutions must invest in digital infrastructure and innovative teaching methods to ensure that online learning becomes as engaging and effective as traditional classroom instruction. AI-powered assistive technologies—such as speech-to-text conversion, text-to-sign language translation, and personalized learning interfaces—present promising solutions for bridging these gaps. Making educational technology truly inclusive must be a global priority, requiring sustained collaboration among policymakers, educators, and technology developers.
TVET, STEM, and STREAM: Preparing Students for the Future Workforce
Beyond ensuring online accessibility, education must also equip students with the skills necessary for an evolving workforce. Countries worldwide are adopting innovative models to bridge the gap between academic learning and practical skills. Germany's dual education system, which blends vocational training with traditional academics, has been widely recognized as a successful approach.[14] Similarly, Southeast Asian countries are refining their TVET programs to align with evolving industry demands, ensuring students acquire both theoretical knowledge and practical expertise.[15]
Malaysia, too, is prioritizing TVET reforms to meet labor market needs, aligning with the MADANI[16] framework’s (emphasis on innovation (Daya Cipta) and prosperity (Kesejahteraan)). Prime Minister Anwar Ibrahim has highlighted TVET’s role in addressing labor shortages, particularly in engineering and AI-driven sectors. He urged ministries to prioritize training in AI and TVET, noting that multinational corporations like Microsoft require skilled workers to support investments (e.g., Microsoft’s RM10.5 billion investment).[17] Anwar also highlighted the need for collaboration between government agencies and private-sector conglomerates (e.g., Khazanah Nasional, Bursa Malaysia) to reform TVET and AI education, ensuring graduates meet high-tech industry demands.
IR 4.0 technologies further revolutionized vocational training worldwide. In Germany, AI-driven digital twins—virtual replicas of physical systems—are used to simulate hands-on industrial training, allowing students to practice in risk-free virtual environments before applying their skills in real-world settings.[18] Similarly, AI and robotics are transforming medical education through haptic feedback systems, enabling students to perform virtual surgeries with precision. These innovations bridge the gap between theoretical knowledge and hands-on experience, preparing students for increasingly digitalized and automated industries.
As industries become increasingly interconnected, education must evolve beyond technical proficiency to cultivate creativity, critical thinking, and adaptability. This has driven the expansion of STEM into STREAM, integrating the Arts to foster well-rounded graduates prepared for the complexities of a rapidly changing workforce. By incorporating artistic and humanistic elements, STREAM nurtures innovation and interdisciplinary problem-solving—essential skills in today’s dynamic work environments.[19]
Advocates argue that while STEM provides a strong foundation in science and technology, the inclusion of the Arts and Reading enhances students’ ability to analyze, communicate, and think critically across disciplines. This holistic approach ensures that future professionals are not only technically competent but also capable of addressing real-world challenges with creativity and social awareness. By bridging technical knowledge with broader intellectual perspectives, STREAM prepares students for a workforce that increasingly values both technical expertise and the ability to think beyond conventional boundaries.
The Future of Education in 2045: A Vision for Tomorrow
Over the next two decades, education will become more interconnected, personalized, and accessible, driven by technological innovation. Several key transformations will define this evolution:
-
Adaptive AI-Driven Learning – AI will refine personalized education by analyzing student engagement, tailoring content, and providing real-time feedback, enhancing both efficiency and comprehension.
-
Immersive Learning Environments – Virtual Reality (VR) and Augmented Reality (AR) will create hands-on, experiential learning in diverse fields, from medicine to history, making high-quality education more widely available.
-
Global Collaborative Learning – Digital platforms will enable cross-border academic cooperation, fostering cultural exchange and granting students access to world-class educational resources.
-
Inclusive Technology – AI-powered accessibility tools will break down learning barriers for students with disabilities, ensuring equitable educational opportunities for all.
-
Sustainability in Education – Digital tools will integrate sustainability principles into curricula, equipping future generations with the knowledge and mindset to address global environmental challenges.
While technology holds immense promise, its success depends on addressing key challenges. Ethical considerations, inclusivity, and the preservation of human-centered learning must remain central to educational reforms. AI-driven learning must be designed to mitigate biases and protect data privacy, while IR 4.0’s interdisciplinary approach should cultivate creativity, collaboration, and critical thinking.
Equitable access to education is crucial in a digital age. Online learning must not deepen existing inequalities, and investments in TVET and STREAM education will be vital to preparing students for a rapidly evolving job market. As automation reshapes industries, education must adapt to ensure that students are equipped with both technical expertise and the agility to navigate an uncertain future.
Malaysia’s MADANI framework—emphasizing Sustainability (KeMampanan), Prosperity (Kesejahteraan), Innovation (Daya cipta), Respect (HormAt), Trust (KeyakiNan), and Compassion (Ihsan)—offers a model for balancing technological progress with ethical responsibility. The future of education must go beyond mere digital transformation; it should nurture not only skilled professionals but also conscientious global citizens who contribute to a just and inclusive society.
Ultimately, the question is not simply how we incorporate technology into education, but how we leverage it to create a fair and forward-thinking learning ecosystem. The future of education lies not in passive adaptation to technological change but in actively shaping it to serve as a force for equity, progress, and human dignity.
As we prepare for this future, we must recognize that each generation learns in a world vastly different from the one before it. A timeless teaching from Islamic tradition reminds us:
"Do not raise your children the way you were raised, for they are born in a different time."
This wisdom underscores the need for education to continuously evolve, ensuring that learning remains relevant, inclusive, and transformative in the face of technological change.
[1] Exploring Finnish Digital Education. (2025). Retrieved March 15, 2025, from Finnish National Agency for Education website: https://www.oph.fi/en/exploring-finnish-digital-education
[2] Kalenzi, C., Back, D., & Yim, M. (2020, November 13). Lessons from South Korea on the future of online education. Retrieved March 15, 2025, from World Economic Forum website: https://www.weforum.org/stories/2020/11/lessons-from-south-korea-on-the-future-of-online-education/
[3] Neuman, S. B., & Celano, D. C. (2015). Giving our children a fighting chance: Poverty, literacy, and the development of information capital. Teachers College Press.
[4] Reimagining human connections: Technology and innovation in education at the World Bank - World. (2020, December 2). Retrieved March 15, 2025, from ReliefWeb website: https://reliefweb.int/report/world/reimagining-human-connections-technology-and-innovation-education...
[5] Landa, N., Zhou, S., & Newlin Marongwe. (2021). Education in emergencies: Lessons from COVID-19 in South Africa. International Review of Education, 67(1-2), 167–183. https://doi.org/10.1007/s11159-021-09903-z
[6] Wu, S., Cao, Y., Cui, J., Li, R., Qian, H., Jiang, B., & Zhang, W. (2024). A comprehensive exploration of personalized learning in smart education: From student modeling to personalized recommendations. arXiv preprint arXiv:2402.01666.
[7] Gleason, N. W. (2018). Singapore’s Higher Education Systems in the Era of the Fourth Industrial Revolution: Preparing Lifelong Learners. Springer EBooks, 145–169. https://doi.org/10.1007/978-981-13-0194-0_7
[8] European School Education Platform. (2024). Preparing teacher education for a future with AI. European School Education Platform. Retrieved from https://school-education.ec.europa.eu/en/discover/news/preparing-teacher-education-future-ai
[9] Technology Innovators. (2024, November 27). IoT in education: Transforming smart classrooms and campus management. https://www.technology-innovators.com/internet-of-things-iot-in-education-smart-classrooms-and-campu...
[10] The impact of COVID-19 on student equity and inclusion: Supporting vulnerable students during school closures and school re-openings. (2020). Retrieved March 15, 2025, from OECD website: https://www.oecd.org/en/publications/the-impact-of-covid-19-on-student-equity-and-inclusion-supporti...
[11] OECD (2020), “Education Policy Outlook in Estonia”, OECD Education Policy Perspectives, No. 13, OECD Publishing, Paris, https://doi.org/10.1787/9d472195-en.
[12] McCrimmon, A. W. (2014). Inclusive Education in Canada: Issues in Teacher Preparation. Intervention in School and Clinic, 50(4), 234-237. https://doi.org/10.1177/1053451214546402 (Original work published 2015)
[13] Mikhailenko, O., Bashiyeva, Z., Balkizova, F., & Nagoev, B. (2021). The implementation of inclusive education in the Kabardino-Balkarian Republic under the conditions of digitalization. E3S Web of Conferences, 273, 12115. https://doi.org/10.1051/e3sconf/202127312115
[14] Du, W., & Liu, L. (2020). German Vocational Education in the New Century. Learning & Education, 9(3), 104-106. https://doi.org/10.18282/l-e.v9i3.1590
[15] Schröder, T. (2018). Development of TVET systems in the ASEAN region. Routledge EBooks, 650–660. https://doi.org/10.4324/9781315694382-61
[16] Malaysia’s MADANI framework refers to Sustainability (KeMampanan), Prosperity (Kesejahteraan), Innovation (Daya cipta), Respect (HormAt), Trust (KeyakiNan), and Compassion (Ihsan). For more: Script: For a Better Malaysia - An Empowering Vision and Policy Framework for Action. (2022). Retrieved March 15, 2025, from ILHAM Books website: https://ilhambooks.com/script-for-a-better-malaysia-an-empowering-vision-and-policy-framework-for-ac...
[17] BERNAMA. (2024, May 5). Enhance Training Related To Ai, Tvet - Pm Anwar. Retrieved March 15, 2025, from BERNAMA website: https://www.bernama.com/en/news.php?id=2294291
[18] Chen, X., & Psarommatis, F. (2023). Digital twin applications in manufacturing industry: A case study from a German multinational. Future Internet, 15(9), 282. https://doi.org/10.3390/fi15090282
[19] Dyulgerova, K., Atanasova, D., & Milanova, M. (2023). STREAM Education - Potential for Engaging Students in Generating Innovative Green Ideas and Development of Transversal Skills. 2023 46th MIPRO ICT and Electronics Convention (MIPRO), 699-704.
Transformation of Education: How Technology is Reshaping Learning for 2045
Professor Dr Maszlee Malik
Chairman,
International Institute of Advanced Islamic Studies (IAIS) Malaysia
Introduction
Education is undergoing a seismic shift, driven by rapid technological advancements that are redefining the way we teach and learn. As we navigate the 21st century, artificial intelligence (AI), the Fourth Industrial Revolution (IR 4.0), and the ubiquity of online learning platforms are reshaping classrooms and pedagogical approaches. But will this technological revolution fulfill its promise of equitable access, personalized learning, and future-ready graduates? Or will it deepen existing inequalities, leaving disadvantaged students further behind? This article explores the transformative potential of technology in education, weighing its opportunities and challenges in shaping the future of learning.
The Digital Revolution in Education
Education systems worldwide are increasingly embracing digital tools to enhance learning outcomes. In Finland, technology is seamlessly integrated with pedagogical methods to foster critical thinking and creativity.[1] Meanwhile, South Korea’s investment in high-speed internet ensures that students—regardless of whether they live in urban centers or rural areas—have access to digital resources.[2]
However, while some countries have successfully harnessed digital learning, a widening digital divide persists. As scholars Susan B. Neuman and Donna C. Celano caution:
"The very tool designed to level the playing field is, in fact, un-leveling it."[3]
Their research reveals that digital inequality disproportionately affects marginalized communities, where limited access to devices, internet connectivity, and digital literacy skills undermines the potential of educational technology. In such regions, technology often exacerbates educational disparities rather than bridging them. To unlock the full potential of educational technology, policymakers must confront these inequities and ensure that digital advancements serve all learners—not just the privileged few.
The World Bank’s report Reimagining Human Connections: Technology and Innovation in Education highlights the transformative role technology can sometimes play in addressing these disparities.[4] In Botswana, for instance, digital tools have been leveraged to reach students in remote areas, providing access to online courses and educational resources that were previously out of reach. [5] This development underscores the potential of technology to make education more inclusive and equitable—but only if systemic barriers to access are effectively addressed.
Artificial Intelligence and the Future of Personalized Learning
While digital tools have transformed access to education, AI is taking personalization to the next level, enabling more tailored learning experiences. In China, AI-driven platforms analyze student performance and adapt curriculum pacing to individual needs, enhancing comprehension and retention.[6] These cutting-edge AI systems are designed to meticulously analyze real-time data on each student's unique learning patterns, skill gaps, and knowledge retention levels, enabling them to provide highly customized feedback and recommendations for educational resources tailored to the individual's strengths, weaknesses, and preferred learning styles.
The impact of AI extends further when combined with IR 4.0 technologies. Innovations such as the Internet of Things (IoT), big data analytics, blockchain, robotics, and cloud computing are revolutionizing interdisciplinary and experiential learning. Singapore’s "Smart Nation" initiative integrates smart classrooms that simulate real-world scenarios, equipping students with skills relevant to modern workplaces.[7] Similarly, in Finland, AI-assisted teacher support systems help educators tailor their instruction to different learning paces, ensuring no student is left behind.[8] IoT-powered smart campuses in the United States leverage real-time student data to enhance classroom experiences, while blockchain technology is increasingly used to secure academic credentials and streamline administrative processes.[9]
Yet, AI-driven education presents ethical challenges. Data privacy concerns, algorithmic biases, and the risk of diminishing human interaction in learning environments necessitate careful oversight. Will AI truly personalize learning, or will it reinforce existing biases embedded in its training data? Ensuring AI-powered education remains inclusive and equitable is paramount.
Inclusive Online Learning: Ensuring No One Is Left Behind
The COVID-19 pandemic underscored both the potential and limitations of online learning. While students in technologically advanced nations adapted quickly to virtual classrooms, those from lower socioeconomic backgrounds faced obstacles due to limited access to devices and internet connectivity. A 2020 OECD report warns that, despite its flexibility, online learning risks deepening educational inequalities by leaving the most vulnerable students behind.[10]
Some countries have successfully addressed these challenges. Estonia, for example, has implemented a nationwide digital education strategy, ensuring uninterrupted learning regardless of physical or socioeconomic barriers.[11] Canada’s education policies showcase best practices by integrating adaptive learning technologies that accommodate students with disabilities and those from marginalized communities.[12] Similarly, in Russia’s Kabardino-Balkarian Republic, digital tools have been effectively utilized to create more inclusive learning environments.[13]
To build on these advancements, governments and educational institutions must invest in digital infrastructure and innovative teaching methods to ensure that online learning becomes as engaging and effective as traditional classroom instruction. AI-powered assistive technologies—such as speech-to-text conversion, text-to-sign language translation, and personalized learning interfaces—present promising solutions for bridging these gaps. Making educational technology truly inclusive must be a global priority, requiring sustained collaboration among policymakers, educators, and technology developers.
TVET, STEM, and STREAM: Preparing Students for the Future Workforce
Beyond ensuring online accessibility, education must also equip students with the skills necessary for an evolving workforce. Countries worldwide are adopting innovative models to bridge the gap between academic learning and practical skills. Germany's dual education system, which blends vocational training with traditional academics, has been widely recognized as a successful approach.[14] Similarly, Southeast Asian countries are refining their TVET programs to align with evolving industry demands, ensuring students acquire both theoretical knowledge and practical expertise.[15]
Malaysia, too, is prioritizing TVET reforms to meet labor market needs, aligning with the MADANI[16] framework’s (emphasis on innovation (Daya Cipta) and prosperity (Kesejahteraan)). Prime Minister Anwar Ibrahim has highlighted TVET’s role in addressing labor shortages, particularly in engineering and AI-driven sectors. He urged ministries to prioritize training in AI and TVET, noting that multinational corporations like Microsoft require skilled workers to support investments (e.g., Microsoft’s RM10.5 billion investment).[17] Anwar also highlighted the need for collaboration between government agencies and private-sector conglomerates (e.g., Khazanah Nasional, Bursa Malaysia) to reform TVET and AI education, ensuring graduates meet high-tech industry demands.
IR 4.0 technologies further revolutionized vocational training worldwide. In Germany, AI-driven digital twins—virtual replicas of physical systems—are used to simulate hands-on industrial training, allowing students to practice in risk-free virtual environments before applying their skills in real-world settings.[18] Similarly, AI and robotics are transforming medical education through haptic feedback systems, enabling students to perform virtual surgeries with precision. These innovations bridge the gap between theoretical knowledge and hands-on experience, preparing students for increasingly digitalized and automated industries.
As industries become increasingly interconnected, education must evolve beyond technical proficiency to cultivate creativity, critical thinking, and adaptability. This has driven the expansion of STEM into STREAM, integrating the Arts to foster well-rounded graduates prepared for the complexities of a rapidly changing workforce. By incorporating artistic and humanistic elements, STREAM nurtures innovation and interdisciplinary problem-solving—essential skills in today’s dynamic work environments.[19]
Advocates argue that while STEM provides a strong foundation in science and technology, the inclusion of the Arts and Reading enhances students’ ability to analyze, communicate, and think critically across disciplines. This holistic approach ensures that future professionals are not only technically competent but also capable of addressing real-world challenges with creativity and social awareness. By bridging technical knowledge with broader intellectual perspectives, STREAM prepares students for a workforce that increasingly values both technical expertise and the ability to think beyond conventional boundaries.
The Future of Education in 2045: A Vision for Tomorrow
Over the next two decades, education will become more interconnected, personalized, and accessible, driven by technological innovation. Several key transformations will define this evolution:
-
Adaptive AI-Driven Learning – AI will refine personalized education by analyzing student engagement, tailoring content, and providing real-time feedback, enhancing both efficiency and comprehension.
-
Immersive Learning Environments – Virtual Reality (VR) and Augmented Reality (AR) will create hands-on, experiential learning in diverse fields, from medicine to history, making high-quality education more widely available.
-
Global Collaborative Learning – Digital platforms will enable cross-border academic cooperation, fostering cultural exchange and granting students access to world-class educational resources.
-
Inclusive Technology – AI-powered accessibility tools will break down learning barriers for students with disabilities, ensuring equitable educational opportunities for all.
-
Sustainability in Education – Digital tools will integrate sustainability principles into curricula, equipping future generations with the knowledge and mindset to address global environmental challenges.
While technology holds immense promise, its success depends on addressing key challenges. Ethical considerations, inclusivity, and the preservation of human-centered learning must remain central to educational reforms. AI-driven learning must be designed to mitigate biases and protect data privacy, while IR 4.0’s interdisciplinary approach should cultivate creativity, collaboration, and critical thinking.
Equitable access to education is crucial in a digital age. Online learning must not deepen existing inequalities, and investments in TVET and STREAM education will be vital to preparing students for a rapidly evolving job market. As automation reshapes industries, education must adapt to ensure that students are equipped with both technical expertise and the agility to navigate an uncertain future.
Malaysia’s MADANI framework—emphasizing Sustainability (KeMampanan), Prosperity (Kesejahteraan), Innovation (Daya cipta), Respect (HormAt), Trust (KeyakiNan), and Compassion (Ihsan)—offers a model for balancing technological progress with ethical responsibility. The future of education must go beyond mere digital transformation; it should nurture not only skilled professionals but also conscientious global citizens who contribute to a just and inclusive society.
Ultimately, the question is not simply how we incorporate technology into education, but how we leverage it to create a fair and forward-thinking learning ecosystem. The future of education lies not in passive adaptation to technological change but in actively shaping it to serve as a force for equity, progress, and human dignity.
As we prepare for this future, we must recognize that each generation learns in a world vastly different from the one before it. A timeless teaching from Islamic tradition reminds us:
"Do not raise your children the way you were raised, for they are born in a different time."
This wisdom underscores the need for education to continuously evolve, ensuring that learning remains relevant, inclusive, and transformative in the face of technological change.
[1] Exploring Finnish Digital Education. (2025). Retrieved March 15, 2025, from Finnish National Agency for Education website: https://www.oph.fi/en/exploring-finnish-digital-education
[2] Kalenzi, C., Back, D., & Yim, M. (2020, November 13). Lessons from South Korea on the future of online education. Retrieved March 15, 2025, from World Economic Forum website: https://www.weforum.org/stories/2020/11/lessons-from-south-korea-on-the-future-of-online-education/
[3] Neuman, S. B., & Celano, D. C. (2015). Giving our children a fighting chance: Poverty, literacy, and the development of information capital. Teachers College Press.
[4] Reimagining human connections: Technology and innovation in education at the World Bank - World. (2020, December 2). Retrieved March 15, 2025, from ReliefWeb website: https://reliefweb.int/report/world/reimagining-human-connections-technology-and-innovation-education...
[5] Landa, N., Zhou, S., & Newlin Marongwe. (2021). Education in emergencies: Lessons from COVID-19 in South Africa. International Review of Education, 67(1-2), 167–183. https://doi.org/10.1007/s11159-021-09903-z
[6] Wu, S., Cao, Y., Cui, J., Li, R., Qian, H., Jiang, B., & Zhang, W. (2024). A comprehensive exploration of personalized learning in smart education: From student modeling to personalized recommendations. arXiv preprint arXiv:2402.01666.
[7] Gleason, N. W. (2018). Singapore’s Higher Education Systems in the Era of the Fourth Industrial Revolution: Preparing Lifelong Learners. Springer EBooks, 145–169. https://doi.org/10.1007/978-981-13-0194-0_7
[8] European School Education Platform. (2024). Preparing teacher education for a future with AI. European School Education Platform. Retrieved from https://school-education.ec.europa.eu/en/discover/news/preparing-teacher-education-future-ai
[9] Technology Innovators. (2024, November 27). IoT in education: Transforming smart classrooms and campus management. https://www.technology-innovators.com/internet-of-things-iot-in-education-smart-classrooms-and-campu...
[10] The impact of COVID-19 on student equity and inclusion: Supporting vulnerable students during school closures and school re-openings. (2020). Retrieved March 15, 2025, from OECD website: https://www.oecd.org/en/publications/the-impact-of-covid-19-on-student-equity-and-inclusion-supporti...
[11] OECD (2020), “Education Policy Outlook in Estonia”, OECD Education Policy Perspectives, No. 13, OECD Publishing, Paris, https://doi.org/10.1787/9d472195-en.
[12] McCrimmon, A. W. (2014). Inclusive Education in Canada: Issues in Teacher Preparation. Intervention in School and Clinic, 50(4), 234-237. https://doi.org/10.1177/1053451214546402 (Original work published 2015)
[13] Mikhailenko, O., Bashiyeva, Z., Balkizova, F., & Nagoev, B. (2021). The implementation of inclusive education in the Kabardino-Balkarian Republic under the conditions of digitalization. E3S Web of Conferences, 273, 12115. https://doi.org/10.1051/e3sconf/202127312115
[14] Du, W., & Liu, L. (2020). German Vocational Education in the New Century. Learning & Education, 9(3), 104-106. https://doi.org/10.18282/l-e.v9i3.1590
[15] Schröder, T. (2018). Development of TVET systems in the ASEAN region. Routledge EBooks, 650–660. https://doi.org/10.4324/9781315694382-61
[16] Malaysia’s MADANI framework refers to Sustainability (KeMampanan), Prosperity (Kesejahteraan), Innovation (Daya cipta), Respect (HormAt), Trust (KeyakiNan), and Compassion (Ihsan). For more: Script: For a Better Malaysia - An Empowering Vision and Policy Framework for Action. (2022). Retrieved March 15, 2025, from ILHAM Books website: https://ilhambooks.com/script-for-a-better-malaysia-an-empowering-vision-and-policy-framework-for-ac...
[17] BERNAMA. (2024, May 5). Enhance Training Related To Ai, Tvet - Pm Anwar. Retrieved March 15, 2025, from BERNAMA website: https://www.bernama.com/en/news.php?id=2294291
[18] Chen, X., & Psarommatis, F. (2023). Digital twin applications in manufacturing industry: A case study from a German multinational. Future Internet, 15(9), 282. https://doi.org/10.3390/fi15090282
[19] Dyulgerova, K., Atanasova, D., & Milanova, M. (2023). STREAM Education - Potential for Engaging Students in Generating Innovative Green Ideas and Development of Transversal Skills. 2023 46th MIPRO ICT and Electronics Convention (MIPRO), 699-704.
Социальные сети Instagram и Facebook запрещены в РФ. Решением суда от 21.03.2022 компания Meta признана экстремистской организацией на территории Российской Федерации.