Data Representations, Transformations, and Statistics for Visual Reasoning

Name: Data Representations, Transformations, and Statistics for Visual Reasoning
Brand: Springer International Publishing AG
SKU: 9783031014710
Price: 27.57 EUR
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Autor: Maciejewski, Ross

Jazyk:

Väzba: Brožovaná

Vydavateľ: Springer International Publishing AG

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Analytical reasoning techniques are methods by which users explore their data to obtain insight and...

Informácie o knihe

Autor

Maciejewski, Ross

Jazyk

Angličtina

Väzba

Kniha - Brožovaná

Vydalo

2011

Stránok

EAN

9783031014710

ISBN

3031014715

Enbook ID

39302363

Vydavateľ

Springer International Publishing AG

Hmotnosť

185

Rozmery

191 x 235 x 6

Kompletný popis

Analytical reasoning techniques are methods by which users explore their data to obtain insight and knowledge that can directly support situational awareness and decision making. Recently, the analytical reasoning process has been augmented through the use of interactive visual representations and tools which utilize cognitive, design and perceptual principles. These tools are commonly referred to as visual analytics tools, and the underlying methods and principles have roots in a variety of disciplines. This chapter provides an introduction to young researchers as an overview of common visual representations and statistical analysis methods utilized in a variety of visual analytics systems. The application and design of visualization and analytical algorithms are subject to design decisions, parameter choices, and many conflicting requirements. As such, this chapter attempts to provide an initial set of guidelines for the creation of the visual representation, including pitfalls and areas where the graphics can be enhanced through interactive exploration. Basic analytical methods are explored as a means of enhancing the visual analysis process, moving from visual analysis to visual analytics.Table of Contents: Data Types / Color Schemes / Data Preconditioning / Visual Representations and Analysis / Summary

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Data Representations, Transformations, and Statistics for Visual Reasoning

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