VideoDL: Video-Based Digital Learning Framework Using AI Question Generation and Answer Assessment
Open Access
- 13 March 2023
- journal article
- research article
- Published by International Association of Online Engineering (IAOE) in International Journal of Advanced Corporate Learning (iJAC)
- Vol. 16 (1) , 19-27
Abstract
Assessing learners’ understanding and competency in video-based digital learning is time-consuming and very difficult for educators, as it requires the generation of accurate and valid questions from pre-recorded learning videos. This paper demonstrates VideoDL, a video-based learning framework powered by Artificial Intelligence (AI) that supports automatic question generation and answer assessment from videos. VideoDL comprises of various AI algorithms, and an interactive web-based user interface (UI) developed using the principles of human-centred design. Our empirical evaluation using real-world videos from multiple domains demonstrates the effectiveness of VideoDL.Keywords
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