Perceptual and Cognitive Foundations of Information Visualization.

IF 5.5 2区 医学 Q1 NEUROSCIENCES
Karen B Schloss
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引用次数: 0

Abstract

Information visualization is central to how humans communicate. Designers produce visualizations to represent information about the world, and observers construct interpretations based on the visual input as well as their heuristics, biases, prior knowledge, and beliefs. Several layers of processing go into the design and interpretation of visualizations. This review focuses on processes that observers use for interpretation: perceiving visual features and their interrelations, mapping those visual features onto the concepts they represent, and comprehending information about the world based on observations from visualizations. Observers are more effective at interpreting visualizations when the design is well-aligned with the way their perceptual and cognitive systems naturally construct interpretations. By understanding how these systems work, it is possible to design visualizations that play to their strengths and thereby facilitate visual communication.

信息可视化的知觉和认知基础。
信息可视化是人类交流的核心。设计师制作可视化来表示关于世界的信息,观察者根据视觉输入以及他们的启发式,偏见,先验知识和信念构建解释。可视化的设计和解释需要几个处理层。这篇综述的重点是观察者用于解释的过程:感知视觉特征及其相互关系,将这些视觉特征映射到它们所代表的概念上,并基于视觉化的观察来理解关于世界的信息。当设计与观察者的感知和认知系统自然构建解释的方式相一致时,观察者在解释可视化时更有效。通过了解这些系统的工作原理,就有可能设计出发挥其优势的可视化效果,从而促进视觉交流。
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来源期刊
Annual Review of Vision Science
Annual Review of Vision Science Medicine-Ophthalmology
CiteScore
11.10
自引率
1.70%
发文量
19
期刊介绍: The Annual Review of Vision Science reviews progress in the visual sciences, a cross-cutting set of disciplines which intersect psychology, neuroscience, computer science, cell biology and genetics, and clinical medicine. The journal covers a broad range of topics and techniques, including optics, retina, central visual processing, visual perception, eye movements, visual development, vision models, computer vision, and the mechanisms of visual disease, dysfunction, and sight restoration. The study of vision is central to progress in many areas of science, and this new journal will explore and expose the connections that link it to biology, behavior, computation, engineering, and medicine.
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