VisWall:在大型触摸显示器上使用直接组合的可视化数据探索

Mallika Agarwal, Arjun Srinivasan, J. Stasko
{"title":"VisWall:在大型触摸显示器上使用直接组合的可视化数据探索","authors":"Mallika Agarwal, Arjun Srinivasan, J. Stasko","doi":"10.1109/VISUAL.2019.8933673","DOIUrl":null,"url":null,"abstract":"An increasing number of data visualization tools are being designed for touch-based devices ranging from smartwatches to large wall-sized displays. While most of these tools have focused on exploring novel techniques to manually specify visualizations, recent touch-based visualization systems have begun to explore interface and interaction techniques for attribute-based visualization recommendations as a way to aid users (particularly novices) during data exploration. Advancing this line of work, we present a visualization system, VisWall, that enables visual data exploration in both single user and co-located collaborative settings on large touch displays. Coupling the concepts of direct combination and derivable visualizations, VisWall enables rapid construction of multivariate visualizations using attributes of previously created visualizations. By blending visualization recommendations and naturalistic interactions, VisWall seeks to help users visually explore their data by allowing them to focus more on aspects of the data (particularly, data attributes) rather than specifying and reconfiguring visualizations. We discuss the design, interaction techniques, and operations employed by VisWall along with a scenario of how these can be used to facilitate various tasks during visual data exploration.","PeriodicalId":192801,"journal":{"name":"2019 IEEE Visualization Conference (VIS)","volume":"19 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2019-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"6","resultStr":"{\"title\":\"VisWall: Visual Data Exploration Using Direct Combination on Large Touch Displays\",\"authors\":\"Mallika Agarwal, Arjun Srinivasan, J. Stasko\",\"doi\":\"10.1109/VISUAL.2019.8933673\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"An increasing number of data visualization tools are being designed for touch-based devices ranging from smartwatches to large wall-sized displays. While most of these tools have focused on exploring novel techniques to manually specify visualizations, recent touch-based visualization systems have begun to explore interface and interaction techniques for attribute-based visualization recommendations as a way to aid users (particularly novices) during data exploration. Advancing this line of work, we present a visualization system, VisWall, that enables visual data exploration in both single user and co-located collaborative settings on large touch displays. Coupling the concepts of direct combination and derivable visualizations, VisWall enables rapid construction of multivariate visualizations using attributes of previously created visualizations. By blending visualization recommendations and naturalistic interactions, VisWall seeks to help users visually explore their data by allowing them to focus more on aspects of the data (particularly, data attributes) rather than specifying and reconfiguring visualizations. We discuss the design, interaction techniques, and operations employed by VisWall along with a scenario of how these can be used to facilitate various tasks during visual data exploration.\",\"PeriodicalId\":192801,\"journal\":{\"name\":\"2019 IEEE Visualization Conference (VIS)\",\"volume\":\"19 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2019-10-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"6\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2019 IEEE Visualization Conference (VIS)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/VISUAL.2019.8933673\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2019 IEEE Visualization Conference (VIS)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/VISUAL.2019.8933673","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 6

摘要

越来越多的数据可视化工具被设计用于基于触摸的设备,从智能手表到大型壁式显示器。虽然这些工具中的大多数都专注于探索手动指定可视化的新技术,但最近基于触摸的可视化系统已经开始探索基于属性的可视化建议的界面和交互技术,作为在数据探索过程中帮助用户(特别是新手)的一种方式。为了推进这一工作,我们提出了一个可视化系统VisWall,它可以在单个用户和大型触摸显示器的协同设置下进行可视化数据探索。结合直接组合和可衍生可视化的概念,VisWall可以使用先前创建的可视化的属性快速构建多元可视化。通过将可视化建议和自然交互相结合,VisWall旨在帮助用户以可视化的方式探索数据,允许他们更多地关注数据的各个方面(特别是数据属性),而不是指定和重新配置可视化。我们讨论了VisWall所采用的设计、交互技术和操作,以及如何在可视化数据探索期间使用这些技术来促进各种任务的场景。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
VisWall: Visual Data Exploration Using Direct Combination on Large Touch Displays
An increasing number of data visualization tools are being designed for touch-based devices ranging from smartwatches to large wall-sized displays. While most of these tools have focused on exploring novel techniques to manually specify visualizations, recent touch-based visualization systems have begun to explore interface and interaction techniques for attribute-based visualization recommendations as a way to aid users (particularly novices) during data exploration. Advancing this line of work, we present a visualization system, VisWall, that enables visual data exploration in both single user and co-located collaborative settings on large touch displays. Coupling the concepts of direct combination and derivable visualizations, VisWall enables rapid construction of multivariate visualizations using attributes of previously created visualizations. By blending visualization recommendations and naturalistic interactions, VisWall seeks to help users visually explore their data by allowing them to focus more on aspects of the data (particularly, data attributes) rather than specifying and reconfiguring visualizations. We discuss the design, interaction techniques, and operations employed by VisWall along with a scenario of how these can be used to facilitate various tasks during visual data exploration.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信