INTEGRATING AI CHATBOT INTO LEARNING MANAGEMENT SYSTEM: ENHANCING STUDENT ENGAGEMENT AND LEARNING OUTCOMES
DOI:
https://doi.org/10.56667/dejournal.v5i2.1605Keywords:
Chatbot Integration, Learning Management System (LMS), Student Engagement, Personalized LearningAbstract
This study investigates the integration of chatbots into Learning Management Systems (LMS) to enhance educational experiences, addressing the challenge of student engagement and support in digital learning environments. Utilizing a Research and Development (R&D) approach, the study systematically developed and implemented a chatbot within the "Mesikola" LMS, analyzing data from surveys, interviews, and pilot testing to assess functionality, usability, and learning outcomes. The data revealed high user satisfaction with features such as real-time feedback and multilingual support, with 87% of students reporting improved engagement and 75% experiencing increased self-efficacy. Additionally, 68% of participants demonstrated enhanced academic performance, showing a 15% increase in quiz scores. These findings suggest that well-designed chatbots can significantly contribute to personalized learning and student motivation, providing essential support in educational contexts. The implications of this study underscore the potential for chatbots to transform learning experiences by fostering greater student autonomy and engagement, although further research is needed to refine their effectiveness in collaborative learning environments.
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Al-Abdullatif, A., Al-Dokhny, A., & Drwish, A. (2023). Implementing the bashayer chatbot in saudi higher education: measuring the influence on students' motivation and learning strategies. Frontiers in Psychology, 14. https://doi.org/10.3389/fpsyg.2023.1129070
Almahri, F., Bell, D., & Arzoky, M. (2019). Personas design for conversational systems in education. Informatics, 6(4), 46. https://doi.org/10.3390/informatics6040046
AlShaikh, R., Al-Malki, N., & Almasre, M. (2024). The implementation of the cognitive theory of multimedia learning in the design and evaluation of an AI educational video assistant utilizing large language models. Heliyon, 10(3). https://doi.org/10.1016/j.heliyon.2024.e25361
Anisah, L., Yawan, H., & Marhamah, M. (2024). Artificial Intelligence Enhanced Learning Management System: Supporting Merdeka Belajar-Kampus Merdeka (MBKM) at a State University in Indonesia. International Journal Of Education, Social Studies, And Management (IJESSM), 4(3), 917-931.
Annamalai, N., Eltahir, M. E., Zyoud, S. H., Soundrarajan, D., Zakarneh, B., & Al Salhi, N. R. (2023). Exploring English language learning via Chabot: A case study from a self determination theory perspective. Computers and Education: Artificial Intelligence, 5, 100148. https://doi.org/10.1016/j.caeai.2023.100148
Baek, J., & Hwang, Y. (2024). Old tales, new tools: How AI chatbots and the metaverse are transforming premodern classical literature reading activities. International Journal of Educational Research, 128, 102461. https://doi.org/10.1016/j.ijer.2024.102461
Balalle, H. (2024). Exploring student engagement in technology-based education in relation to gamification, online/distance learning, and other factors: A systematic literature review. Social Sciences & Humanities Open, 9, 100870. https://doi.org/10.1016/j.ssaho.2024.100870
Cerny, M. (2023). Perceptions of the design and use chatbots for educational purposes: a dialogue partner. The Journal of Educators Online, 20(4). https://doi.org/10.9743/jeo.2023.20.4.3
Chang, C., Hwang, G., & Gau, M. (2021). Promoting students' learning achievement and self‐efficacy: a mobile chatbot approach for nursing training. British Journal of Educational Technology, 53(1), 171-188. https://doi.org/10.1111/bjet.13158
Chang, D. (2023). Educational design principles of using ai chatbot that supports self-regulated learning in education: goal setting, feedback, and personalization. Sustainability, 15(17), 12921. https://doi.org/10.3390/su151712921
Deng, X. and Yu, Z. (2023). A meta-analysis and systematic review of the effect of chatbot technology use in sustainable education. Sustainability, 15(4), 2940. https://doi.org/10.3390/su15042940
Dwivedi, Y. K., Kshetri, N., Hughes, L., Slade, E. L., Jeyaraj, A., Kar, A. K., ... & Wright, R. (2023). Opinion Paper:“So what if ChatGPT wrote it?” Multidisciplinary perspectives on opportunities, challenges and implications of generative conversational AI for research, practice and policy. International Journal of Information Management, 71, 102642. https://doi.org/10.1016/j.ijinfomgt.2023.102642
Essel, H. B., Vlachopoulos, D., Essuman, A. B., & Amankwa, J. O. (2024). ChatGPT effects on cognitive skills of undergraduate students: Receiving instant responses from AI-based conversational large language models (LLMs). Computers and Education: Artificial Intelligence, 6, 100198. https://doi.org/10.1016/j.caeai.2023.100198
Farah, J., Spaenlehauer, B., Ingram, S., & Gillet, D. (2022). A blueprint for integrating task-oriented conversational agents in education.. https://doi.org/10.1145/3543829.3544525
Fidan, M. and Gencel, N. (2022). Supporting the instructional videos with chatbot and peer feedback mechanisms in online learning: the effects on learning performance and intrinsic motivation. Journal of Educational Computing Research, 60(7), 1716-1741. https://doi.org/10.1177/07356331221077901
Halil, N. I., Nasir, A., Syam, H., & Yawan, H. (2023). Building a Digital Learning Hub: Moodle-Based E-Learning for Sekolah Penggerak in Kolaka Utara. International Journal Of Education, Social Studies, And Management (IJESSM), 3(2), 90-105.
Han, J., Park, J., & Lee, H. (2022). Analysis of the effect of an artificial intelligence chatbot educational program on non-face-to-face classes: a quasi-experimental study. BMC Medical Education, 22(1). https://doi.org/10.1186/s12909-022-03898-3
Huang, W., Hew, K., & Fryer, L. (2021). Chatbots for language learning—are they really useful? a systematic review of chatbot‐supported language learning. Journal of Computer Assisted Learning, 38(1), 237-257. https://doi.org/10.1111/jcal.12610
Ilieva, G. (2023). Effects of generative chatbots in higher education. Information, 14(9), 492. https://doi.org/10.3390/info14090492
Jia-qi, Y., Goh, T., Bing, Y., & Xiao, Y. (2020). Conversation technology with micro-learning: the impact of chatbot-based learning on students’ learning motivation and performance. Journal of Educational Computing Research, 59(1), 154-177. https://doi.org/10.1177/0735633120952067
Jia-qi, Y., Goh, T., Bing, Y., & Xiao, Y. (2020). Conversation technology with micro-learning: the impact of chatbot-based learning on students’ learning motivation and performance. Journal of Educational Computing Research, 59(1), 154-177. https://doi.org/10.1177/0735633120952067
Jo, H. (2024). From concerns to benefits: a comprehensive study of ChatGPT usage in education. International Journal of Educational Technology in Higher Education, 21(1), https://doi.org/10.1186/s41239-024-00471-4
Kamran, M. (2024). Integrating chatbots in educational administration for improved language learning outcomes. Lahore Garrison University Research Journal of Computer Science and Information Technology, 7(4). https://doi.org/10.54692/lgurjcsit.2023.074494
Lin, Y. and Lin, J. (2023). Development of an educational chatbot system for enhancing students’ biology learning performance, 24(2), 275-281. https://doi.org/10.53106/160792642023032402006
Ma, Q., Crosthwaite, P., Sun, D., & Zou, D. (2024). Exploring ChatGPT literacy in language education: A global perspective and comprehensive approach. Computers and Education: Artificial Intelligence, 7, 100278. https://doi.org/10.1016/j.caeai.2024.100278
Parsakia, K. (2023). The effect of chatbots and ai on the self-efficacy, self-esteem, problem-solving and critical thinking of students. HN, 1(1), 71-76. https://doi.org/10.61838/hn.1.1.14
Pérez, J., Daradoumis, Τ., & Puig, J. (2020). Rediscovering the use of chatbots in education: a systematic literature review. Computer Applications in Engineering Education, 28(6), 1549-1565. https://doi.org/10.1002/cae.22326
Qazi, S., Kadri, M. B., Naveed, M., Khawaja, B. A., Khan, S. Z., Alam, M. M., & Su'ud, M. M. (2024). AI-Driven learning management systems: modern developments, challenges and future trends during the age of chatgpt. Computers, Materials & Continua, 80(2). DOI: 10.32604/cmc.2024.048893
Rukhiran, M. and Netinant, P. (2022). Automated information retrieval and services of graduate school using chatbot system. International Journal of Electrical and Computer Engineering (Ijece), 12(5), 5330. https://doi.org/10.11591/ijece.v12i5.pp5330-5338
Söllner, M., Bitzer, P., Janson, A., & Leimeister, J. (2018). Process is king: evaluating the performance of technology-mediated learning in vocational software training. Journal of Information Technology, 33(3), 233-253. https://doi.org/10.1057/s41265-017-0046-6
Tsivitanidou, O. and Ioannou, A. (2021). Envisioned pedagogical uses of chatbots in higher education and perceived benefits and challenges., 230-250. https://doi.org/10.1007/978-3-030-77943-6_15
Villegas-Ch, W., García-Ortiz, J., Mullo-Ca, K., Sánchez-Viteri, S., & Cañizares, M. (2021). Implementation of a virtual assistant for the academic management of a university with the use of artificial intelligence. Future Internet, 13(4), 97. https://doi.org/10.3390/fi13040097
Winkler, R. and Söllner, M. (2018). Unleashing the potential of chatbots in education: a state-of-the-art analysis. Academy of Management Proceedings, 2018(1), 15903. https://doi.org/10.5465/ambpp.2018.15903abstract
Yawan, H. (2019). The Benefits of Digital Game-Based Learning (DGBL) on Indonesian High School Students’ Engagement in Learning English as Foreign Language (EFL). In 2nd International Conference on Social Science, Humanities and Education. Vienna, Austria: ICSHE. doi (Vol. 10).
Zhang, K., & Aslan, A. B. (2021). AI technologies for education: Recent research & future directions. Computers and Education: Artificial Intelligence, 2, 100025. https://doi.org/10.1016/j.caeai.2021.100025
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