Perceptual Issues in Visualization

Language: English

Published by Springer Spektrum, 2011

3642790593 / 9783642790591

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Druck auf Anfrage Neuware - Printed after ordering - With the increase in the amount and dimensionality of scientific data collected, new approaches to the design of displays of such data have become essential. The designers of visual and auditory displays of scientific data seek to harness perceptual processes for data exploration. The general aim is to provide ways for raw data, and the statistical and mathematical structures they comprise, to 'speak for themselves' and, thereby, enable scientists to conduct exploratory, in addition to confirmatory analyses of their data. The present primary approach via visualization depends mainly on coding data as positions of visually distinguishable elements in a two- or three- dimen sional euclidean space, e.g., as discrete points comprising clusters in scatter-plot displays and as patches comprising the hills and valleys of statistical surfaces. These displays are immensely effective because the data are in a form that evokes natural perceptual processing of the data into impressions of the presence and spatial disposition of apparent materials, objects, and structures in the viewers apparent physical environment. The problem with this mode of display, however, is that its perceptual potency is largeiy exhausted at dimension three, while we increasingly face the need to explore data of much greater dimensionality. The challenge posed for visualization researchers is to develop new modes of display that can push the dimensionality of data displays higher while retaining the kind of perceptual potency needed for data exploration.

Seller Inventory # 9783642790591

Title
Perceptual Issues in Visualization
Author
Haim Levkowitz
Publisher
Springer Spektrum
Publication year
2011
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
3642790593
ISBN 13
9783642790591
Item weight
277 grams
Dimensions
235x155x10 mm

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