多维浏览

Tsung-Yuan Liu, Yuh-Jzer Joung
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引用次数: 1

摘要

传统的等级组织在管理诸如出版物之类的多维工件方面是不够的。许多研究都试图获得更可用的高维信息可视化和浏览体验,但在维度的诅咒下失败了,表现出以下一种或多种症状:(1)界面不熟悉、不直观或杂乱;(2)可查看的维度有限或要求在数字域;更新和/或浏览需要指数级的时间。本文提出了一种超立方体工件空间模型和一种交互式浏览方法——多维浏览,该方法提供了:(1)一个熟悉、直观、简单的界面和汇总结果;(2)任意和所有维度浏览;(3)更新和浏览成本分别在维数和工件数上呈线性关系,并且在并行平台上浏览成本可以进一步以对数方式降低。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Multi-dimension browse
Conventional hierarchical organizations are inadequate in managing multi-dimensional artifacts such as publications. Much research has attempted at a more usable high dimensional information visualization and browsing experience, but has failed at the curse of dimensionality, exhibiting one or more of the following symptoms: (1) interface is unfamiliar, non-intuitive or cluttered; (2) dimensions viewable are limited or require to be in numeric domain; (3) update and/or browsing requires exponential time. This work proposes a hypercube artifact space model and an interactive browsing methodology, multi-dimension browse, which offers: (1) a familiar, intuitive and simple interface with summarization results; (2) browse against any and all dimensions; (3) update and browse costs linear in number of dimensions and artifacts respectively, and browse costs can be further reduced logarithmically on parallel platforms.
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