A human cognition framework for information visualization

被引：82

作者：

Patterson, Robert E. ^{[1
]}

Blaha, Leslie M. ^{[1
]}

Grinstein, Georges G. ^{[2
]}

Liggett, Kristen K. ^{[1
]}

Kaveney, David E. ^{[3
]}

Sheldon, Kathleen C. ^{[2
]}

Havig, Paul R. ^{[1
]}

Moore, Jason A. ^{[3
]}

机构：

[1] Air Force Res Lab, Human Effectiveness Directorate, Wright Patterson AFB, OH 45433 USA

[2] Univ Massachusetts, Dept Comp Sci, Lowell, MA USA

[3] Air Force Res Lab, Informat Directorate, Wright Patterson AFB, OH USA

来源：

COMPUTERS & GRAPHICS-UK | 2014年 / 42卷

关键词：

Information visualization; Visual analytics; Human cognition; Cognitive augmentation; Visual attention; LONG-TERM-MEMORY; DECISION-MAKING; WORKING-MEMORY; VISUAL ANALYTICS; LINE SEGMENTS; MENTAL MODELS; REPRESENTATION; ATTENTION; SYSTEMS; PERCEPTION;

D O I：

10.1016/j.cag.2014.03.002

中图分类号：

TP31 [计算机软件];

学科分类号：

081202 ; 0835 ;

摘要：

We present a human cognition framework for information visualization. This framework emphasizes how top-down cognitive processing enables the induction of insight, reasoning, and understanding, which are key goals of the visual analytics community. Specifically, we present a set of six leverage points that can be exploited by visualization designers in order to measurably influence certain aspects of human cognition: (1) exogenous attention; (2) endogenous attention; (3) chunking; (4) reasoning with mental models; (5) analogical reasoning; and (6) implicit learning. Published by Elsevier Ltd.

引用

页码：42 / 58

页数：17

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