GADGET/IV:使用模块化可视化环境实现信息可视化应用程序半自动设计的分类学方法

I. Fujishiro, Riki Furuhata, Y. Ichikawa, Yuriko Takeshima
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引用次数: 31

摘要

由于可视化系统的新手用户缺乏数据可视化方面的知识和专业知识,因此对他们来说,生成高效和有效的可视化以使他们能够理解嵌入在数据中的信息是一项艰巨的任务。因此,支持用户设计适当可视化的系统是非常重要的。作者开发的GADGET(面向目标的模块化可视化环境应用设计指南)系统(1997年),根据主要用Wehrend矩阵表示的可视化目标的规范,通过呈现适当的MVE(模块化可视化环境)原型,交互式地帮助用户设计科学的可视化应用程序(S. Wehrend & C. Lewis, 1990)。本文对该方法进行了扩展,开发了一个名为GADGET/IV的系统,该系统旨在为用户提供一个半自动设计信息可视化(IV)应用程序的环境。为此,提出了一种新的面向目标的静脉注射技术分类方法。此外,还描述了系统架构的初步设计和用户辅助流程。通过网站访问频率分析的实例问题说明了GADGET/IV系统的实用性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
GADGET/IV: a taxonomic approach to semi-automatic design of information visualization applications using modular visualization environment
Since novice users of visualization systems lack knowledge and expertise in data visualization, it is a tough task for them to generate efficient and effective visualizations that allow them to comprehend information that is embedded in the data. Therefore, systems supporting the users to design appropriate visualizations are of great importance. The GADGET (Goal-oriented Application Design Guidance for modular visualization EnvironmenTs) system, which has been developed by the authors (1997), interactively helps users to design scientific visualization applications by presenting appropriate MVE (Modular Visualization Environment) prototypes according to the specification of the visualization goals expressed mainly with the Wehrend matrix (S. Wehrend & C. Lewis, 1990). This paper extends this approach in order to develop a system named GADGET/IV, which is intended to provide the users with an environment for semi-automatic design of information visualization (IV) applications. To this end, a novel goal-oriented taxonomy of IV techniques is presented. Also, an initial design of the system architecture and user assistance flow is described. The usefulness of the GADGET/IV system is illustrated with example problems of Web site access frequency analysis.
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