Review
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Year 2025, Volume: 8 Issue: 1, 100 - 111, 31.01.2025
https://doi.org/10.31681/jetol.1595079

Abstract

References

  • Abimbola, C., Eden, C. A., Chisom, O. N., & Adeniyi, I. S. (2024). Integrating AI in education: Opportunities, challenges, and ethical considerations. Magna Scientia Advanced Research and Reviews.
  • Adiguzel, T., Kaya, M. H., & Cansu, F. K. (2023). Revolutionizing education with AI: Exploring the transformative potential of ChatGPT. Contemporary Educational Technology.
  • Agaci, R. (2017). Learning management systems in higher education. EDULEARN14 Conference, 2014: Proceedings of EDULEARN14 Conference-IATED Publications,
  • Al Yakin, A., Muthmainnah, M., Apriani, E., Obaid, A. J., & Elngar, A. A. (2023). Transforming online learning management: Generative models on ChatGPT to enhance online student engagement scale (OLE). Idarah (Jurnal Pendidikan dan Kependidikan).
  • Alali, R., & Wardat, Y. (2024). Opportunities and challenges of integrating generative artificial intelligence in education. International Journal of Religion.
  • Aldahwan, N. S., & Alsaeed, N. I. (2020). Use of artificial intelligent in learning management system (LMS): A systematic literature review. International Journal of Computer Applications.
  • Alexe, C.-M., Alexe, C.-G., Dumitriu, D., & Mustafa, I. C. (2021). The analysis of the users' perceptions regarding the learning management systems for higher education: Case study Moodle. eLearning & Software for Education, 2.
  • Andronic, A. (2024). Transforming higher education in Moldova: A journey through digitalization, ai and financial considerations. Eastern European Journal of Regional Studies.
  • Barnes, E., & Hutson, J. (2024). Navigating the ethical terrain of AI in higher education: Strategies for mitigating bias and promoting fairness. Forum for Education Studies.
  • Bettayeb, A. M., Abu Talib, M., Sobhe Altayasinah, A. Z., & Dakalbab, F. M. (2024). Exploring the impact of ChatGPT: conversational AI in education. Frontiers in Education.
  • Elam, K. M. (2024). Exploring the challenges and future directions of big data and AI in education. Journal of Artificial Intelligence General science (JAIGS) ISSN:3006-4023.
  • Finnegan, M., & Ginty, C. (2019). Moodle and social constructivism: Is moodle being used as constructed? A case study analysis of moodle use in teaching and learning in an Irish higher educational institute. AISHE-J: The All Ireland Journal of Teaching and Learning in Higher Education, 11.
  • Firat, M. (2023). Integrating AI applications into learning management systems to enhance e-eearning. Öğretim Teknolojisi ve Hayat Boyu Öğrenme Dergisi - Instructional Technology and Lifelong Learning.
  • Gamage, S. H. P. W., Ayres, J. R., & Behrend, M. B. (2022). A systematic review on trends in using Moodle for teaching and learning. International Journal of Stem Education, 9.
  • Ghosh, A., Nafalski, A., Nedic, Z., & Wibawa, A. P. (2019). Learning management systems with emphasis on the Moodle at UniSA. Bulletin of Social Informatics Theory and Application.
  • 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.
  • Gowrabhathini, J., Buddhi, D., Jyothika, Y. S., Mounika, B., Sai, P. V., & Reddy, B. A. (2023). Role of human-centred artificial intelligence in facilitating learning management system. 2023 3rd International Conference on Advance Computing and Innovative Technologies in Engineering (ICACITE), 2029-2033.
  • Grace, E., P. Vidhyavathi, L., & P. Malathi, L. (2023). A study on AI in education: opportunities and challenges for personalized learning. Industrial Engineering Journal.
  • Grubaugh, S., Levitt, G., & Deever, D. A. (2023). Harnessing AI to power constructivist learning: An evolution in educational methodologies. EIKI Journal of Effective Teaching Methods.
  • Jafari, B. M., Zhao, M., & Jafari, A. (2022). Rumi: An intelligent agent enhancing learning management systems using machine learning techniques. Journal of Software Engineering and Applications.
  • Jung, I. (2019). Connectivism and networked learning. SpringerBriefs in Education.
  • Kaleci, D., & Kapıdere, M. (2014). Moodle için web tabanlı Scorm paketi tasarımı: Soru ve sınav hazırlama örneği. Journal of Instructional Technologies and Teacher Education, 3(2), 29-38.
  • Katiyar, P. D. N., Awasthi, M. V. K., Pratap, D. R., Mishra, M. K., Shukla, M. N., singh, M. R., & Tiwari, D. M. (2024). Ai-driven personalized learning systems: Enhancing educational effectiveness. Educational Administration Theory and Practices.
  • Kotzer, S., & Elran, Y. (2012). Learning and teaching with Moodle-based E-learning environments, combining learning skills and content in the fields of Math and Science & Technology.
  • Leta, F. M., & Vancea, D. P. C. (2023). Ethics in education: Exploring the ethical implications of artificial intelligence implementation. Ovidius University Annals. Economic Sciences Series.
  • Li, Z. (2024). The shadow of the algorithm: The ethical blind spot of artificial intelligence education. Journal of Education, Humanities and Social Sciences.
  • Lin, J. (2023a). ChatGPT and Moodle walk into a bar: A demonstration of AI’s mind-blowing impact on e-learning. SSRN Electronic Journal.
  • Lin, J. (2023b). ChatGPT and Moodle walk into a bar: Capabilities, integration, uses cases, and challenges. 2023 IEEE International Conference on Teaching, Assessment and Learning for Engineering (TALE), 1-8.
  • Lo, C. K., Hew, K. F. T., & Jong, M. S.-y. (2024). The influence of ChatGPT on student engagement: A systematic review and future research agenda. Comput. Educ., 219, 105100.
  • Lopes, A. P. (2014, 7-9 July, 2014). Learning management systems in higher education. Proceedings of EDULEARN14 Conference, Barcelona, Spain.
  • Magrill, J., & Magrill, B. (2024). Preparing educators and students at higher education institutions for an AI-Driven world. Teaching and Learning Inquiry.
  • Manhiça, R., Santos, A., & Cravino, J. P. (2022). The use of artificial intelligence in learning management systems in the context of higher education : Systematic literature review. 2022 17th Iberian Conference on Information Systems and Technologies (CISTI), 1-6.
  • Mattar, J. (2018). Constructivism and connectivism in education technology: Active, situated, authentic, experiential, and anchored learning. RIED: Revista Iberoamericana de Educación a Distancia, 21, 201-217.
  • Mouna, K., Lakrami, F., & Labouidya, O. (2023). Integrating a artificial intelligence and natural language processing in E-learning platforms: A review of opportunities and limitations. 2023 7th IEEE Congress on Information Science and Technology (CiSt), 56-63.
  • Mukhametshin, L. M., Salekhova, L. L., & Mukhametshina, M. M. (2019). Using the LMS Moodle system in the modern educational process. Philology and Culture.
  • Rahrouh, M., Taleb, N. M., & Mohamed, E. A. (2018). Evaluating the usefulness of e-learning management system delivery in higher education. International Journal of Economics and Business Research, 16, 162-181.
  • Rane, N. L., Choudhary, S., & Rane, J. (2023). Education 4.0 and 5.0: Integrating artificial intelligence (AI) for personalized and adaptive learning. SSRN Electronic Journal.
  • Ray, S., & Ray, D. P. (2024). Artificial intelligence in education: navigating the nexus of innovation and ethics for future learning landscapes. International Journal of Research -GRANTHAALAYAH.
  • Roshanaei, M., Olivares, H., & Lopez, R. R. (2023). Harnessing AI to foster equity in education: Opportunities, challenges, and emerging strategies. Journal of Intelligent Learning Systems and Applications.
  • Shilowaras, M., & Jusoh, N. A. (2022). Implementing artificial intelligence chatbot in Moodle learning management system. Engineering, Agriculture, Science and Technology Journal (EAST-J).
  • Shumeiko, N. (2024). The use of learning management systems in the educational process: The expediency and benefits. Educological discourse.
  • Simanullang, N. H. S., & Rajagukguk, J. (2020). Learning management system (LMS) based on Moodle to improve students learning activity. Journal of Physics: Conference Series, 1462.
  • Tiwari, R. (2023). The integration of AI and machine learning in education and its potential to personalize and improve student learning experiences. Interantional Journal Of Scientific Research in Engineerıng and Management.
  • Tran, T. P., & Meacheam, D. (2020). Enhancing learners’ experience through extending learning systems. IEEE Transactions on Learning Technologies, 13(3), 540-551.
  • Villegas-Ch., W. E., Román-Cañizares, M., & Palacios-Pacheco, X. (2020). Improvement of an online education model with the integration of machine learning and data analysis in an LMS. Applied Sciences.
  • Zhao, R., Yunus, M. M., & M. Rafiq, K. R. (2023). The Impact of the use of ChatGPT in enhancing students' engagement and learning outcomes in higher education: A review. International Journal of Academic Research in Business and Social Sciences.

Integration and application of artificial intelligence tools in the Moodle platform: A theoretical exploration

Year 2025, Volume: 8 Issue: 1, 100 - 111, 31.01.2025
https://doi.org/10.31681/jetol.1595079

Abstract

The integration of artificial intelligence (AI) technologies into Learning Management Systems (LMS) represents a transformative advancement in contemporary education, enhancing personalization, efficiency, and interactivity. This study presents a systematic methodology for integrating AI technologies into the Moodle LMS. Moodle 4.5 was selected as the LMS owing to its modular architecture, flexibility, scalability, and integrated AI tools. This paper delineates the technical and pedagogical steps necessary for a successful integration process, including the installation of plug-ins, integration of APIs, customization of the system, and configuration of the AI menu. Moodle 4.5 simplifies the deployment and utilization of AI functionalities, offering an intuitive framework for creating dynamic and adaptive learning environments. AI integration improves student engagement, enables personalized learning pathways, and facilitates data-driven instructional decisions. However, challenges such as data privacy concerns, algorithmic biases, and infrastructural demands require ethical frameworks, interdisciplinary collaboration, and educator training to ensure responsible implementation. This study concludes that AI integration into platforms like Moodle can redefine educational paradigms, fostering inclusive and future-ready learning environments. Recommendations include investments in robust infrastructure and the adoption of ethical strategies to maximize AI's transformative impact while upholding pedagogical integrity and equity.

References

  • Abimbola, C., Eden, C. A., Chisom, O. N., & Adeniyi, I. S. (2024). Integrating AI in education: Opportunities, challenges, and ethical considerations. Magna Scientia Advanced Research and Reviews.
  • Adiguzel, T., Kaya, M. H., & Cansu, F. K. (2023). Revolutionizing education with AI: Exploring the transformative potential of ChatGPT. Contemporary Educational Technology.
  • Agaci, R. (2017). Learning management systems in higher education. EDULEARN14 Conference, 2014: Proceedings of EDULEARN14 Conference-IATED Publications,
  • Al Yakin, A., Muthmainnah, M., Apriani, E., Obaid, A. J., & Elngar, A. A. (2023). Transforming online learning management: Generative models on ChatGPT to enhance online student engagement scale (OLE). Idarah (Jurnal Pendidikan dan Kependidikan).
  • Alali, R., & Wardat, Y. (2024). Opportunities and challenges of integrating generative artificial intelligence in education. International Journal of Religion.
  • Aldahwan, N. S., & Alsaeed, N. I. (2020). Use of artificial intelligent in learning management system (LMS): A systematic literature review. International Journal of Computer Applications.
  • Alexe, C.-M., Alexe, C.-G., Dumitriu, D., & Mustafa, I. C. (2021). The analysis of the users' perceptions regarding the learning management systems for higher education: Case study Moodle. eLearning & Software for Education, 2.
  • Andronic, A. (2024). Transforming higher education in Moldova: A journey through digitalization, ai and financial considerations. Eastern European Journal of Regional Studies.
  • Barnes, E., & Hutson, J. (2024). Navigating the ethical terrain of AI in higher education: Strategies for mitigating bias and promoting fairness. Forum for Education Studies.
  • Bettayeb, A. M., Abu Talib, M., Sobhe Altayasinah, A. Z., & Dakalbab, F. M. (2024). Exploring the impact of ChatGPT: conversational AI in education. Frontiers in Education.
  • Elam, K. M. (2024). Exploring the challenges and future directions of big data and AI in education. Journal of Artificial Intelligence General science (JAIGS) ISSN:3006-4023.
  • Finnegan, M., & Ginty, C. (2019). Moodle and social constructivism: Is moodle being used as constructed? A case study analysis of moodle use in teaching and learning in an Irish higher educational institute. AISHE-J: The All Ireland Journal of Teaching and Learning in Higher Education, 11.
  • Firat, M. (2023). Integrating AI applications into learning management systems to enhance e-eearning. Öğretim Teknolojisi ve Hayat Boyu Öğrenme Dergisi - Instructional Technology and Lifelong Learning.
  • Gamage, S. H. P. W., Ayres, J. R., & Behrend, M. B. (2022). A systematic review on trends in using Moodle for teaching and learning. International Journal of Stem Education, 9.
  • Ghosh, A., Nafalski, A., Nedic, Z., & Wibawa, A. P. (2019). Learning management systems with emphasis on the Moodle at UniSA. Bulletin of Social Informatics Theory and Application.
  • 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.
  • Gowrabhathini, J., Buddhi, D., Jyothika, Y. S., Mounika, B., Sai, P. V., & Reddy, B. A. (2023). Role of human-centred artificial intelligence in facilitating learning management system. 2023 3rd International Conference on Advance Computing and Innovative Technologies in Engineering (ICACITE), 2029-2033.
  • Grace, E., P. Vidhyavathi, L., & P. Malathi, L. (2023). A study on AI in education: opportunities and challenges for personalized learning. Industrial Engineering Journal.
  • Grubaugh, S., Levitt, G., & Deever, D. A. (2023). Harnessing AI to power constructivist learning: An evolution in educational methodologies. EIKI Journal of Effective Teaching Methods.
  • Jafari, B. M., Zhao, M., & Jafari, A. (2022). Rumi: An intelligent agent enhancing learning management systems using machine learning techniques. Journal of Software Engineering and Applications.
  • Jung, I. (2019). Connectivism and networked learning. SpringerBriefs in Education.
  • Kaleci, D., & Kapıdere, M. (2014). Moodle için web tabanlı Scorm paketi tasarımı: Soru ve sınav hazırlama örneği. Journal of Instructional Technologies and Teacher Education, 3(2), 29-38.
  • Katiyar, P. D. N., Awasthi, M. V. K., Pratap, D. R., Mishra, M. K., Shukla, M. N., singh, M. R., & Tiwari, D. M. (2024). Ai-driven personalized learning systems: Enhancing educational effectiveness. Educational Administration Theory and Practices.
  • Kotzer, S., & Elran, Y. (2012). Learning and teaching with Moodle-based E-learning environments, combining learning skills and content in the fields of Math and Science & Technology.
  • Leta, F. M., & Vancea, D. P. C. (2023). Ethics in education: Exploring the ethical implications of artificial intelligence implementation. Ovidius University Annals. Economic Sciences Series.
  • Li, Z. (2024). The shadow of the algorithm: The ethical blind spot of artificial intelligence education. Journal of Education, Humanities and Social Sciences.
  • Lin, J. (2023a). ChatGPT and Moodle walk into a bar: A demonstration of AI’s mind-blowing impact on e-learning. SSRN Electronic Journal.
  • Lin, J. (2023b). ChatGPT and Moodle walk into a bar: Capabilities, integration, uses cases, and challenges. 2023 IEEE International Conference on Teaching, Assessment and Learning for Engineering (TALE), 1-8.
  • Lo, C. K., Hew, K. F. T., & Jong, M. S.-y. (2024). The influence of ChatGPT on student engagement: A systematic review and future research agenda. Comput. Educ., 219, 105100.
  • Lopes, A. P. (2014, 7-9 July, 2014). Learning management systems in higher education. Proceedings of EDULEARN14 Conference, Barcelona, Spain.
  • Magrill, J., & Magrill, B. (2024). Preparing educators and students at higher education institutions for an AI-Driven world. Teaching and Learning Inquiry.
  • Manhiça, R., Santos, A., & Cravino, J. P. (2022). The use of artificial intelligence in learning management systems in the context of higher education : Systematic literature review. 2022 17th Iberian Conference on Information Systems and Technologies (CISTI), 1-6.
  • Mattar, J. (2018). Constructivism and connectivism in education technology: Active, situated, authentic, experiential, and anchored learning. RIED: Revista Iberoamericana de Educación a Distancia, 21, 201-217.
  • Mouna, K., Lakrami, F., & Labouidya, O. (2023). Integrating a artificial intelligence and natural language processing in E-learning platforms: A review of opportunities and limitations. 2023 7th IEEE Congress on Information Science and Technology (CiSt), 56-63.
  • Mukhametshin, L. M., Salekhova, L. L., & Mukhametshina, M. M. (2019). Using the LMS Moodle system in the modern educational process. Philology and Culture.
  • Rahrouh, M., Taleb, N. M., & Mohamed, E. A. (2018). Evaluating the usefulness of e-learning management system delivery in higher education. International Journal of Economics and Business Research, 16, 162-181.
  • Rane, N. L., Choudhary, S., & Rane, J. (2023). Education 4.0 and 5.0: Integrating artificial intelligence (AI) for personalized and adaptive learning. SSRN Electronic Journal.
  • Ray, S., & Ray, D. P. (2024). Artificial intelligence in education: navigating the nexus of innovation and ethics for future learning landscapes. International Journal of Research -GRANTHAALAYAH.
  • Roshanaei, M., Olivares, H., & Lopez, R. R. (2023). Harnessing AI to foster equity in education: Opportunities, challenges, and emerging strategies. Journal of Intelligent Learning Systems and Applications.
  • Shilowaras, M., & Jusoh, N. A. (2022). Implementing artificial intelligence chatbot in Moodle learning management system. Engineering, Agriculture, Science and Technology Journal (EAST-J).
  • Shumeiko, N. (2024). The use of learning management systems in the educational process: The expediency and benefits. Educological discourse.
  • Simanullang, N. H. S., & Rajagukguk, J. (2020). Learning management system (LMS) based on Moodle to improve students learning activity. Journal of Physics: Conference Series, 1462.
  • Tiwari, R. (2023). The integration of AI and machine learning in education and its potential to personalize and improve student learning experiences. Interantional Journal Of Scientific Research in Engineerıng and Management.
  • Tran, T. P., & Meacheam, D. (2020). Enhancing learners’ experience through extending learning systems. IEEE Transactions on Learning Technologies, 13(3), 540-551.
  • Villegas-Ch., W. E., Román-Cañizares, M., & Palacios-Pacheco, X. (2020). Improvement of an online education model with the integration of machine learning and data analysis in an LMS. Applied Sciences.
  • Zhao, R., Yunus, M. M., & M. Rafiq, K. R. (2023). The Impact of the use of ChatGPT in enhancing students' engagement and learning outcomes in higher education: A review. International Journal of Academic Research in Business and Social Sciences.
There are 46 citations in total.

Details

Primary Language English
Subjects Information Systems Education
Journal Section Articles
Authors

Devkan Kaleci 0000-0001-5642-4396

Publication Date January 31, 2025
Submission Date December 2, 2024
Acceptance Date January 3, 2025
Published in Issue Year 2025 Volume: 8 Issue: 1

Cite

APA Kaleci, D. (2025). Integration and application of artificial intelligence tools in the Moodle platform: A theoretical exploration. Journal of Educational Technology and Online Learning, 8(1), 100-111. https://doi.org/10.31681/jetol.1595079