The meaning of graphs

scatterplots as a test-bed for theories of object-hood

Research output: Contribution to journalArticle

Abstract

The burgeoning field of visual analytics offers a novel area for research in principles of Gestalt, specifically in the definitions of object-hood. Abstract visualisations are parsed into perceptual objects that are rich in meaning, the meaning that is based on spatial configuration of these objects and their elements, yet completely devoid of physical restrictions and connotations. The ‘Pop-out’ paradigm offers an objective testing methodology for the processes of visual scene parsing and onto formation of high-level semantics and pragmatics, i.e. meaning, of the scene. An experiment is presented that applies the ‘pop-out’ paradigm to trend detection in a 3D scatterplot. The experiment addresses the question: “what constitutes an object in a scatterplot?”, and in doing so dissociates between two conflicting theories of perceptual organisation: the Feature Integration Theory and the Reverse Hierarchy Theory, in favour of the Reverse Hierarchy Theory.
Original languageEnglish
Pages (from-to)381-398
Number of pages18
JournalGestalt theory
Volume34
Issue number3/4
Publication statusPublished - 2012

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Cite this

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title = "The meaning of graphs: scatterplots as a test-bed for theories of object-hood",
abstract = "The burgeoning field of visual analytics offers a novel area for research in principles of Gestalt, specifically in the definitions of object-hood. Abstract visualisations are parsed into perceptual objects that are rich in meaning, the meaning that is based on spatial configuration of these objects and their elements, yet completely devoid of physical restrictions and connotations. The ‘Pop-out’ paradigm offers an objective testing methodology for the processes of visual scene parsing and onto formation of high-level semantics and pragmatics, i.e. meaning, of the scene. An experiment is presented that applies the ‘pop-out’ paradigm to trend detection in a 3D scatterplot. The experiment addresses the question: “what constitutes an object in a scatterplot?”, and in doing so dissociates between two conflicting theories of perceptual organisation: the Feature Integration Theory and the Reverse Hierarchy Theory, in favour of the Reverse Hierarchy Theory.",
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The meaning of graphs : scatterplots as a test-bed for theories of object-hood. / Shovman, Mark; Scott-Brown, Kenneth C.; Szymkowiak, Andrea; Bown, James L.

In: Gestalt theory, Vol. 34, No. 3/4, 2012, p. 381-398.

Research output: Contribution to journalArticle

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