Mapeamento Sistemático sobre o uso de Visualização de Dados para Análise Processual da Aprendizagem em Ambientes Virtuais.

Raphael A. Dourado, R. Rodrigues, Nivan Ferreira, Alex Sandro Gomes
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引用次数: 5

Abstract

Abstract. ​This paper presents a systematic mapping on the use of data visualization techniques to analyze learning processes in virtual learning environments. The research questions adopted sought to identify the aspects of learning processes that have been the subject of research, the visualization techniques used, how the proposals have been empirically validated, and the learning theories that are being used to guide these studies. The results obtained with this study reveal that few works effectively prioritize the analysis of processes rather than the products of learning, propose sophisticated visualizations and use learning theories to ground their proposals.
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在虚拟环境中使用数据可视化进行过程学习分析的系统映射。
摘要本文提出了一种使用数据可视化技术来分析虚拟学习环境中的学习过程的系统映射。所采用的研究问题旨在确定学习过程的各个方面,这些方面一直是研究的主题,所使用的可视化技术,这些建议如何得到经验验证,以及用于指导这些研究的学习理论。本研究的结果表明,很少有作品有效地优先考虑对过程的分析,而不是学习的产品,提出复杂的可视化,并使用学习理论来支撑他们的建议。
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