Article ID | Journal | Published Year | Pages | File Type |
---|---|---|---|---|
442594 | Computers & Graphics | 2014 | 17 Pages |
•We present a human cognition framework for information visualization.•It explicitly articulates the connection between visualization and cognition.•It focuses on close interaction between visualization designers and subject-matter experts.•Effective visualizations should influence attention and influence memory.•We offer 6 leverage points to link human cognition to information visualization.
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.
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