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Procedia Computer Science
Article . 2020 . Peer-reviewed
License: CC BY NC ND
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Procedia Computer Science
Article
License: CC BY NC ND
Data sources: UnpayWall
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Simulation of learning effects of adaptive learning

Authors: Keisuke Kuniyoshi; Setsuya Kurahashi;

Simulation of learning effects of adaptive learning

Abstract

Abstract In this research, we propose a teaching simulation on the complex doubly structural network with adaptive learning and verify the effect of the adaptive learning environment. The teaching simulation on the complex doubly structural network is a method to verify the learning effect in the learning environment. The simulation model has an internal network and a social network. As a result of experiments, we found that the adaptive learning model has a significantly lower average number of teachings than the lecture model. Lessons tailored to individual’s understanding lead to improved learning effects. And adding the support of teacher to adaptive learning contributes to improving learning efficiency. It is important to properly design the entire learning environment while combining various mechanisms. And there are cases where the placement effect is large and cases where the placement effect is small depending on the learning environment. The learning effect of the mechanism varies depending on the learning environment.

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
4
Top 10%
Average
Average
gold