Overview
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.
Full Product Details
Author: Ross Maciejewski ,
David Ebert
Publisher: Morgan & Claypool Publishers
Imprint: Morgan & Claypool Publishers
Dimensions:
Width: 18.70cm
, Height: 0.40cm
, Length: 23.50cm
Weight: 0.165kg
ISBN: 9781608456253
ISBN 10: 1608456250
Pages: 85
Publication Date: 30 May 2011
Audience:
College/higher education
,
Postgraduate, Research & Scholarly
Format: Paperback
Publisher's Status: Active
Availability: Out of print, replaced by POD
We will order this item for you from a manufatured on demand supplier.
Reviews
At around 75 pages, the book is very compact; however, it gives a good overview of the domain. It is well structured and many of the techniques are illustrated with interesting examples. In many instances, useful practical advice is given, for example, on how to choose a color scheme. I especially like that the author provides some insight about which techniques are used in which application scenarios... Overall, I enjoyed reading the book and I found it helpful and easy to read. - Burkhard Wuensche for ACM Computing Reviews
""At around 75 pages, the book is very compact; however, it gives a good overview of the domain. It is well structured and many of the techniques are illustrated with interesting examples. In many instances, useful practical advice is given, for example, on how to choose a color scheme. I especially like that the author provides some insight about which techniques are used in which application scenarios... Overall, I enjoyed reading the book and I found it helpful and easy to read."" - Burkhard Wuensche for ACM Computing Reviews
