Selective hiding for improved algorithmic visualization

Z. Kátai
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引用次数: 9

Abstract

In order to benefit most from algorithm visualization (AV) technology students have to be meaningfully involved in the algorithm visualisation process. This may imply that they are invited to predict and implement (using an interactive visual learning environment) the operation-sequence of the studied algorithm. In such learning environments users become active players in the AV process. Students are invited to process algorithms (in terms of their high-level operations) created to be processed by computers. The study we have performed reveals latent deficiencies such AV systems might have. Compared to humans, computers are blind in many ways. Visualizing information that has extra meanings for human viewers can obstruct them in following strict computer algorithms. Research results show that wisely applied hiding may result in more effective algorithm visualization due to its higher epistemic fidelity.
选择性隐藏改进算法可视化
为了从算法可视化(AV)技术中获益最多,学生必须有意义地参与算法可视化过程。这可能意味着他们被邀请预测和实现(使用交互式视觉学习环境)所研究算法的操作顺序。在这样的学习环境中,用户成为AV过程中的积极参与者。学生被邀请处理算法(就其高级操作而言),这些算法是由计算机处理的。我们进行的研究揭示了此类AV系统可能存在的潜在缺陷。与人类相比,计算机在很多方面是盲目的。对人类观众来说,具有额外意义的可视化信息可能会阻碍他们遵循严格的计算机算法。研究结果表明,明智地应用隐藏可以提高算法的认知保真度,从而提高算法的可视化效果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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