Visualization Analysis and Design

Cover
CRC Press, 01.12.2014 - 428 Seiten
0 Rezensionen

Learn How to Design Effective Visualization Systems

Visualization Analysis and Design provides a systematic, comprehensive framework for thinking about visualization in terms of principles and design choices. The book features a unified approach encompassing information visualization techniques for abstract data, scientific visualization techniques for spatial data, and visual analytics techniques for interweaving data transformation and analysis with interactive visual exploration. It emphasizes the careful validation of effectiveness and the consideration of function before form.

The book breaks down visualization design according to three questions: what data users need to see, why users need to carry out their tasks, and how the visual representations proposed can be constructed and manipulated. It walks readers through the use of space and color to visually encode data in a view, the trade-offs between changing a single view and using multiple linked views, and the ways to reduce the amount of data shown in each view. The book concludes with six case studies analyzed in detail with the full framework.

The book is suitable for a broad set of readers, from beginners to more experienced visualization designers. It does not assume any previous experience in programming, mathematics, human–computer interaction, or graphic design and can be used in an introductory visualization course at the graduate or undergraduate level.

 

Was andere dazu sagen - Rezension schreiben

Es wurden keine Rezensionen gefunden.

Ausgewählte Seiten

Inhalt

1 Whats Vis and Why Do It?
1
Data Abstraction
21
Task Abstraction
43
Four Levels for Validation
67
5 Marks and Channels
95
6 Rules of Thumb
117
7 Arrange Tables
145
8 Arrange Spatial Data
179
10 Map Color and Other Channels
219
11 Manipulate View
243
12 Facet into Multiple Views
265
13 Reduce Items and Attributes
299
Focus+Context
323
15 Analysis Case Studies
341
Figure Credits
369
Bibliography
375

9 Arrange Networks and Trees
201

Andere Ausgaben - Alle anzeigen

Häufige Begriffe und Wortgruppen

Bibliografische Informationen