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What may visualization processes optimize?

Abstract:

In this paper, we present an abstract model of visualization and inference processes, and describe an information-theoretic measure for optimizing such processes. In order to obtain such an abstraction, we first examined six classes of workflows in data analysis and visualization, and identified four levels of typical visualization components, namely disseminative, observational, analytical and model-developmental visualization. We noticed a common phenomenon at different levels of visualizat...

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Publication status:
Published
Peer review status:
Peer reviewed
Version:
Accepted Manuscript

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Publisher copy:
10.1109/TVCG.2015.2513410

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Institution:
University of Oxford
Department:
Oxford, MPLS, Oxford e-Research Centre
Publisher:
Institute of Electrical and Electronics Engineers Publisher's website
Journal:
IEEE Transactions on Visualization and Computer Graphics Journal website
Volume:
22
Issue:
12
Pages:
2619-2632
Publication date:
2015-12-30
Acceptance date:
2015-12-21
DOI:
EISSN:
1941-0506
ISSN:
1077-2626
URN:
uuid:079c5d7b-c7ef-4dc8-8c4d-53764058c0b7
Source identifiers:
580920
Local pid:
pubs:580920

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