NDLI: Towards information-theoretic visualization evaluation measure: a practical example for Bertin's matrices

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Content Provider	ACM Digital Library
Author	Liiv, Innar
Abstract	This paper presents a discussion about matrix-based representation evaluation measures, including a review of related evaluation measures from different scientific disciplines and a proposal for promising approaches. The paper advocates linking or replacing a large portion of indefinable aesthetics with a mathematical framework and theory backed up by an incomputable function -- Kolmogorov complexity. A suitable information-theoretic evaluation measure is proposed together with a practical approximating implementation example for Bertin's Matrices.
Starting Page	24
Ending Page	28
Page Count	5
File Format	PDF
ISBN	9781450300070
DOI	10.1145/2110192.2110196
Language	English
Publisher	Association for Computing Machinery (ACM)
Publisher Date	2010-04-10
Publisher Place	New York
Access Restriction	Subscribed
Subject Keyword	Visualization Kolmogorov complexity Evaluation metrics
Content Type	Text
Resource Type	Article

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Towards information-theoretic visualization evaluation measure: a practical example for Bertin's matrices