Neural Deep Learning Models for Learning Analytics in a Digital Humanities Laboratory

2021 Machine Learning-Driven Digital Technologies for Educational Innovation Workshop(2021)

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摘要
Given the significance that technology-enhanced learning (TEL) receives in learning analytics, this study presents a neural deep learning architecture aimed to enhance a smart environment of a digital humanities laboratory. Presented a humanistic subject/controversy, the students interacted by producing multi-modal data (text, images, sound, movement) captured and processed with programmed devices...
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关键词
digital humanities,neural deep learning,learning analytics,student-centered,sentiment analysis,educational innovation,higher education
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