Multidimensional data visualization

被引：12
|
作者：
Pastizzo, MJ
Erbacher, RF
Feldman, LB
机构：
[1] Haskins Labs Inc, New Haven, CT 06511 USA
[2] SUNY Albany, Albany, NY 12222 USA
来源：
BEHAVIOR RESEARCH METHODS INSTRUMENTS & COMPUTERS | 2002年 / 34卷 / 02期
关键词：
D O I：
10.3758/BF03195437
中图分类号：
B841 [心理学研究方法];
学科分类号：
040201 ;
摘要：
Historically, data visualization has been limited primarily to two dimensions (e.g., histograms or scatter plots). Available software packages (e.g., Data Desk 6.1, MatLab 6. 1, SASJMP 4.04, SPSS 10.0) are capable of producing three-dimensional scatter plots with (varying degrees of) user interactivity. We constructed our own data visualization application with the Visualization Toolkit (Schroeder, Martin, & Lorensen, 1998) and Tcl/Tk to display multivariate data through the application of glyphs (Ware, 2000). a glyph is a visual object onto which many data parameters may be mapped, each with a different visual attribute (e.g., size or color). We used our Multi-Dimensional Data Viewer to explore data from several psycholinguistic experiments. The graphical interface provides flexibility when users dynamically explore the multidimensional image rendered from raw experimental data. We highlight advantages of multidimensional data visualization and consider some potential limitations.
引用
收藏
页码：158 / 162
页数：5
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