Personality as a Predictor of User Strategy: How Locus of Control Affects Search Strategies on Tree Visualizations
Personality as a Predictor of User Strategy: How Locus of Control Affects Search Strategies on Tree Visualizations
复制标题
个性作为用户策略的预测因子：控制源如何影响树可视化的搜索策略
DOI：
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发表时间：
2015
期刊：
影响因子：
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通讯作者：
Remco Chang
中科院分区：
文献类型：
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作者：
Alvitta Ottley;Huahai Yang;Remco Chang
个体差异很重要。虽然这是可视化和HCI社区最近许多作品的主题，但如何开发个性化可视化仍然是个谜。这在很大程度上是因为人们对用户如何实际使用可视化来解决问题知之甚少，对个体差异如何影响这些解决问题的策略知之甚少。在本文中，我们提供的证据表明，策略确实受到个体差异的影响。我们展示了人格特质控制点如何影响分层可视化策略，并介绍了个性化可视化的设计建议。
Individual differences matter. While this has been the theme for many recent works in the Visualization and HCI communities, the mystery of how to develop personalized visualizations remains. This is largely because very little is known about how users actually use visualizations to solve problems and even less is known about how individual differences affect these problem-solving strategies. In this paper, we provide evidence that strategies are indeed influenced by individual differences. We demonstrate how the personality trait locus of control impacts strategies on hierarchical visualizations, and we introduce design recommendations for personalized visualizations.