VideoDL: Video-Based Digital Learning Framework Using AI Question Generation and Answer Assessment.
Int. J. Adv. Corp. Learn.(2023)
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.
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Key words
ai question generation,digital learning framework,assessment,video-based
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