Leveraging AI for MOOC Course Preparation: a Reflection from Online Instructors (86039)
Session Chair: Chooi Yeng Lee
Friday, 29 November 2024 11:30
Session: Session 2
Room: Live-Stream Room 4
Presentation Type: Live-Stream Presentation
Massive Open Online Courses (MOOCs) have entered their second decades of existence and continued to evolve. However, concerns related to their cost, quality assurance, and the problem of low participation rate still persist. While Artificial Intelligence (AI) is widely recognised as a powerful tool for enhancing productivity and even completing tasks that require human intelligence traditionally, the current discussion regarding the potential use of AI in online courses preparation remains fragmented and has yet to be explored. This paper examines the potential of adopting multiple AI tools inspired by the “AI family tree” model in the delivery of MOOC videos. Based on our experience in developing a small-scale private online course, we critically assessed the potential of technology based on different branches of the AI family tree. Our experiences reveal that the ever-evolving speech and natural language processing tools could reduce the time spent in preparing MOOC videos, while new generative text-to-image tools could address the cost concerns from using licensed materials. Meanwhile, an AI-enabled Avatar could encourage instructor’s participation in online course development. Besides, this paper also discusses the potential and limitations of using other AI tools, such as machine learning and machine vision, to enhance instructor support and identify non-participative students. Our findings suggest a blended approach, leveraging multiple AI tools in establishing and running engaging MOOC courses, and provide practical insights in addressing cost and time constraints.
Authors:
Yuk Ting Hester Chow, The Hong Kong Polytechnic University, Hong Kong
About the Presenter(s)
Dr Hester Chow Yuk-ting is currently a lecturer in College of Professional and Continuing Education, the Hong Kong Polytechnic University.
See this presentation on the full schedule – Friday Schedule
A Note to Presenters
To enhance academic profiles and showcase research, we encourage all presenters and co-presenters to include links to their public LinkedIn, ResearchGate profile, and research websites. Presenters may update their bio for their presentation by completing the form linked below by October 22, 2024.- Presenter Information Update Form
Submitted changes will be reflected on November 01, 2024
Additionally, presenters should also update their IAFOR account details if there have been any changes to affiliations or biographies.
- https://submit.iafor.org/my-account/edit-account
Comments
Powered by WP LinkPress