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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

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Publisher copy:
10.1109/TVCG.2015.2513410

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Institution:
University of Oxford
Division:
MPLS
Department:
Engineering Science
Sub department:
Oxford e-Research Centre
Role:
Author
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
Source identifiers:
580920
Language:
English
Keywords:
Pubs id:
pubs:580920
UUID:
uuid:079c5d7b-c7ef-4dc8-8c4d-53764058c0b7
Local pid:
pubs:580920
Deposit date:
2015-12-29

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