Exploring Visualization of Data Transforms

Larry Xu
{"title":"Exploring Visualization of Data Transforms","authors":"Larry Xu","doi":"10.1145/2882903.2914837","DOIUrl":null,"url":null,"abstract":"In the context of data exploration, users often interact with relational database systems in an interactive query session to form useful insights. Each query a user executes can potentially transform a resultset in complex ways. We explore some of the challenges in understanding these transformations, and how these challenges can be solved through more informative visual representations of data transforms. We present the concept of \"tweening\" of resultsets as a method of incrementally visualizing data transformations, and explore approaches towards generating these resultset tweens. Through a series of user studies, we evaluate tweening as an effective method of understanding the changes that result from data transformations.","PeriodicalId":20483,"journal":{"name":"Proceedings of the 2016 International Conference on Management of Data","volume":null,"pages":null},"PeriodicalIF":0.0000,"publicationDate":"2016-06-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of the 2016 International Conference on Management of Data","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/2882903.2914837","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

In the context of data exploration, users often interact with relational database systems in an interactive query session to form useful insights. Each query a user executes can potentially transform a resultset in complex ways. We explore some of the challenges in understanding these transformations, and how these challenges can be solved through more informative visual representations of data transforms. We present the concept of "tweening" of resultsets as a method of incrementally visualizing data transformations, and explore approaches towards generating these resultset tweens. Through a series of user studies, we evaluate tweening as an effective method of understanding the changes that result from data transformations.
探索数据转换的可视化
在数据探索的上下文中,用户经常在交互式查询会话中与关系数据库系统交互,以形成有用的见解。用户执行的每个查询都可能以复杂的方式转换结果集。我们将探讨理解这些转换的一些挑战,以及如何通过数据转换的更多信息可视化表示来解决这些挑战。我们提出了结果集“渐变”的概念,作为一种增量可视化数据转换的方法,并探索了生成这些结果集渐变的方法。通过一系列的用户研究,我们评估了渐变作为一种有效的方法来理解由数据转换引起的变化。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
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