Citation

Neo, Mai (2022) The Merlin Project: Malaysian Students’ Acceptance of an AI Chatbot in Their Learning Process. Turkish Online Journal of Distance Education, 23 (3). pp. 31-48. ISSN 1302-6488

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Abstract

The COVID-19 pandemic has accelerated the educational landscape of institutions of higher education, which were predominantly face-to-face. In Malaysia, many universities converted their courses into online courses to keep up with the challenges of working from home during the pandemic, using web technologies and blended learning approaches. However, there are challenges in ensuring students’ attention and retention rates are maintained and enough support and scaffolding are provided to them when they are learning online. As such, the MERLIN Project was undertaken to develop a virtual learning assistant that would provide online support to students outside of their online classes. The project used Artificial Intelligence (AI) technology with Natural Language Processing (NLP) features to develop a chatbot that simulated human-like conversation between chatbot and students. Content in the learning environment was media-rich and mapped to Mayer’s 12 Multimedia Learning Principles. Data from 102 students was collected to gauge their perceptions and feedback. Results showed that students found the chatbot to be helpful in their learning process and improved their understanding of the course material. A conceptual learning framework for the use of AI chatbots as learning assistants is proposed to improve students’ online learning experiences in the new normal.

Item Type:	Article
Uncontrolled Keywords:	Artificial intelligence, Malaysian students, e-learning, scaffolding
Subjects:	Q Science > Q Science (General) > Q300-390 Cybernetics
Divisions:	Faculty of Creative Multimedia (FCM)
Depositing User:	Ms Nurul Iqtiani Ahmad
Date Deposited:	02 Aug 2022 01:29
Last Modified:	02 Aug 2022 01:29
URII:	http://shdl.mmu.edu.my/id/eprint/10286

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