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: 116.72 PLN
Availability: InStock

Autor: Maciejewski, Ross

Język:

Oprawa: Miękka

Wydawca: Springer International Publishing AG

Dostępność: Dostępna u dostawcy

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

Informacje o książce

Autor

Maciejewski, Ross

Język

Angielski

Oprawa

Książka - Miękka

Data wydania

2011

strony

EAN

9783031014710

ISBN

3031014715

Enbook ID

39302363

Wydawca

Springer International Publishing AG

Waga

185

Wymiary

191 x 235 x 6

Pełny opis

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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