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Title:
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IMPLEMENTATION OF AN ADAPTIVE LEARNING SYSTEM USING A BAYESIAN NETWORK |
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Author(s):
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Keiji Yasuda, Hiroyuki Kawashima, Yoko Hata, Hiroaki Kimura |
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ISBN:
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978-989-8533-36-4 |
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Editors:
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Inmaculada Arnedillo Sánchez and Pedro Isaías |
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Year:
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2015 |
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Edition:
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Single |
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Keywords:
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Adaptive testing, Adaptive learning, Bayesian net, Edmodo |
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Type:
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Poster/Demonstration |
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First Page:
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157 |
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Last Page:
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159 |
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Language:
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English |
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Cover:
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Full Contents:
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click to dowload 
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Paper Abstract:
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An adaptive learning system is proposed that incorporates a Bayesian network to efficiently gauge learners understanding at the course-unit level. Also, learners receive content that is adapted to their measured level of understanding. The system works on an iPad via the Edmodo platform. A field experiment using the system in an elementary school begins in September, 2014. In addition to the contents of this paper, reports on the field experiments and a demonstration will be given at the conference poster presentation. |
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