PivotViz:多维图书馆事务数据的交互式可视化分析

M. Nielsen, Kaj Grønbæk
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引用次数: 7

摘要

随着公共图书馆日益数字化,它们成为大数据的生产者。此外,公共图书馆通常有义务将其数据作为国家开放数据政策的一部分公开提供,这在包括美国、英国和丹麦在内的许多国家都得到了发展。然而,为了利用这些数据并使公民、决策者或其他利益相关者能够理解这些数据,原始数据api是不够的。因此,我们开发了PivotViz,这是一种易于理解的可视化技术,它结合了平行坐标和数据透视表。它提供了一个多维可视化交互式数据透视表,用于分析图书馆事务——跨地点和时间的图书和其他材料的借阅、续借和归还。本文介绍了PivotViz技术,并基于使用丹麦两个最大城市的开放数据的两个公开版本的实现讨论了其前景。这些数据的分析结果说明了PivotViz的强大功能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
PivotViz: Interactive Visual Analysis of Multidimensional Library Transaction Data
As public libraries become increasingly digitalized they become producers of Big Data. Furthermore, public libraries are often obliged to make their data openly available as part of national open data policies, which have gained momentum in many countries including USA, UK, and Denmark. However, in order to utilize such data and make it intelligible for citizens, decision makers, or other stakeholders, raw data APIs are insufficient. Therefore, we have developed PivotViz that is a comprehensible visualization technique, which combines parallel coordinates and pivot tables. It provides, a multidimensional visual interactive pivot table for analysis of library transactions -- loans, renewals, and returns of books and other materials across location and time. The paper presents the PivotViz technique and discusses its prospects based on implementations in two publicly available versions using open data from the two largest municipalities in Denmark. Examples of analysis results from these data illustrate the power of PivotViz.
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