Visualization for the masses : learning from the experts

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Title: Visualization for the masses : learning from the experts
Authors: Freyne, Jill
Smyth, Barry
Permanent link: http://hdl.handle.net/10197/2582
Date: Jul-2010
Abstract: Increasingly, in our everyday lives, we rely on our ability to access and understand complex information. Just as the search engine played a key role in helping people access relevant information, there is evidence that the next generation of information tools will provide users with a greater ability to analyse and make sense of large amounts of raw data. Visualization technologies are set to play an important role in this regard. However, the current generation of visualization tools are simply too complex for the typical user. In this paper we describe a novel application of case-based reasoning techniques to help users visualize complex datasets. We exploit an online visualization service, ManyEyes, and explore how case-based representation of datasets including simple features such as size and content types can produce recommendations to assist novice users in the selection of appropriate visualization types.
Funding Details: Science Foundation Ireland
Type of material: Conference Publication
Publisher: Springer
Copyright (published version): Springer-Verlag, 2010
Keywords: Visualization technologies;Visualisation
Subject LCSH: Information visualization
Case-based reasoning
Information visualization--Computer programs--Evaluation
DOI: 10.1007/978-3-642-14274-1_10
Language: en
Status of Item: Peer reviewed
Is part of: Bichindaritz, I. and Montani, S. (eds.). Case-based reasoning research and development : 18th International Conference on Case-based Reasoning, ICCBR 2010, Alessandria, Italy, July 2010 : proceedings
Conference Details: 18th International Conference on Case-based Reasoning (ICCBR 2010), 19-22 July 2010, Alessandria, Italy
Appears in Collections:CLARITY Research Collection
Computer Science Research Collection

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