Creating visualizations : a case-based reasoning perspective

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Title: Creating visualizations : a case-based reasoning perspective
Authors: Freyne, Jill
Smyth, Barry
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Date: Aug-2009
Abstract: Visualization is among the most powerful of data analysis techniques and is readily available in standalone systems or components of everyday software packages. In recent years much work has been done to design and develop visualization systems with reduced entry and usage barriers in order to make visualization available to the masses. Here we describe a novel application of case-based reasoning techniques to help users visualize complex datasets. We exploit an online visualization service, Many Eyes and explore how case based representation of datasets including simple features such as size and content types can produce recommendations of visualization types to assist novice users in the selection of appropriate visualizations.
Funding Details: Science Foundation Ireland
Type of material: Conference Publication
Publisher: Springer
Copyright (published version): Springer-Verlag Berlin Heidelberg 2010
Subject LCSH: Information visualization
Case-based reasoning
Visual analytics
DOI: 10.1007/978-3-642-17080-5_11
Language: en
Status of Item: Not peer reviewed
Is part of: L. Coyle, J. Freyne (ed.s). Artificial Intelligence and Cognitive Science : 20th Irish Conference, AICS 2009 Dublin, Ireland, August 19-21, 2009 : Revised Selected Papers, LNAI 6206
Conference Details: Paper presented at the 20th Irish Conference on Artificial Intelligence and Cognitive Science (AICS 2009), Dubiln, 19th-21st August 2009
Appears in Collections:CLARITY Research Collection
Computer Science Research Collection

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