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Collaborative behavior, performance and engagement with visual analytics tasks using mobile devices
Human-centric Computing and Information Sciences ( IF 3.9 ) Pub Date : 2020-11-22 , DOI: 10.1186/s13673-020-00253-7
Lei Chen , Hai-Ning Liang , Feiyu Lu , Konstantinos Papangelis , Ka Lok Man , Yong Yue

Interactive visualizations are external tools that can support users’ exploratory activities. Collaboration can bring benefits to the exploration of visual representations or visualizations. This research investigates the use of co-located collaborative visualizations in mobile devices, how users working with two different modes of interaction and view (Shared or Non-Shared) and how being placed at various position arrangements (Corner-to-Corner, Face-to-Face, and Side-by-Side) affect their knowledge acquisition, engagement level, and learning efficiency. A user study is conducted with 60 participants divided into 6 groups (2 modes \(\times\) 3 positions) using a tool that we developed to support the exploration of 3D visual structures in a collaborative manner. Our results show that the shared control and view version in the Side-by-Side position is the most favorable and can improve task efficiency. In this paper, we present the results and a set of recommendations that are derived from them.



中文翻译:

使用移动设备进行可视化分析任务的协作行为、性能和参与度

交互式可视化是可以支持用户探索活动的外部工具。协作可以为视觉表示或可视化的探索带来好处。本研究调查了移动设备中协同定位协作可视化的使用、用户如何使用两种不同的交互和视图模式(共享或非共享)以及如何被放置在不同的位置安排(角落到角落、面对面)。面对面和并排)会影响他们的知识获取、参与水平和学习效率。使用我们开发的工具进行用户研究,将 60 名参与者分为 6 组(2 种模式\(\times\) 3 个位置),以支持以协作方式探索 3D 视觉结构。我们的结果表明,Side-by-Side 位置的共享控件和视图版本是最有利的,可以提高任务效率。在本文中,我们介绍了结果以及从中得出的一组建议。

更新日期:2020-11-22
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