TabuVis: A light weight visual analytics system for multidimensional data

Nguyen, QV; Qian, Y; Huang, ML; Zhang, J

TabuVis: A light weight visual analytics system for multidimensional data

Nguyen, QV Qian, Y Huang, ML

Zhang, J

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Publication Type:: Conference Proceeding
Citation:: ACM International Conference Proceeding Series, 2012, pp. 61 - 64
Issue Date:: 2012-12-17

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Field	Value	Language
dc.contributor.author	Nguyen, QV	en_US
dc.contributor.author	Qian, Y	en_US
dc.contributor.author	Huang, ML https://orcid.org/0000-0002-6896-6480	en_US
dc.contributor.author	Zhang, J	en_US
dc.date.issued	2012-12-17	en_US
dc.identifier.citation	ACM International Conference Proceeding Series, 2012, pp. 61 - 64	en_US
dc.identifier.isbn	9781450317825	en_US
dc.identifier.uri	http://hdl.handle.net/10453/22927
dc.description.abstract	This paper describes TabuVis, a light weight visual analytics system that provides a flexible, customizable and effective visualization for multidimensional data. A key aspect of visual analytics of data with multiple attributes is the quality and appropriateness of the analytical platforms whose presentation can be adjusted via domain experts. A commercial-free and comprehensive prototype was developed that used scatter-plot approach to support the visual analytics process. Our system consists of multiple components enabling the complete analysis process, including data processing, automatic marks, interactive visualization and control. We demonstrate the effectiveness of TabuVis with two case studies using medical and Oscars data sets. © 2012 ACM.	en_US
dc.relation.ispartof	ACM International Conference Proceeding Series	en_US
dc.relation.isbasedon	10.1145/2397696.2397705	en_US
dc.title	TabuVis: A light weight visual analytics system for multidimensional data	en_US
dc.type	Conference Proceeding
utslib.for	0801 Artificial Intelligence and Image Processing	en_US
dc.location.activity	Hangzhou, China	en_US
pubs.embargo.period	Not known	en_US
pubs.organisational-group	/University of Technology Sydney
pubs.organisational-group	/University of Technology Sydney/Faculty of Engineering and Information Technology
pubs.organisational-group	/University of Technology Sydney/Faculty of Engineering and Information Technology/School of Computer Science
pubs.organisational-group	/University of Technology Sydney/Strength - INEXT - Innovation in IT Services and Applications
utslib.copyright.status	closed_access
pubs.publication-status	Published	en_US

Abstract:

This paper describes TabuVis, a light weight visual analytics system that provides a flexible, customizable and effective visualization for multidimensional data. A key aspect of visual analytics of data with multiple attributes is the quality and appropriateness of the analytical platforms whose presentation can be adjusted via domain experts. A commercial-free and comprehensive prototype was developed that used scatter-plot approach to support the visual analytics process. Our system consists of multiple components enabling the complete analysis process, including data processing, automatic marks, interactive visualization and control. We demonstrate the effectiveness of TabuVis with two case studies using medical and Oscars data sets. © 2012 ACM.

Please use this identifier to cite or link to this item:

http://hdl.handle.net/10453/22927