Article | Proceedings of SIGRAD 2011. Evaluations of Graphics and Visualization — Efficiency; Usefulness; Accessibility; Usability; November 17-18; 2011; KTH; Stockholm; Sweden | Interactive Model Prototyping in Visualization Space

Title:
Interactive Model Prototyping in Visualization Space
Author:
O. Daæ Lampe: Christian Michelsen Research, Norway & Department of Informatics, University of Bergen, Norway H. Hauser: Department of Informatics, University of Bergen, Norway
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Full text (pdf)
Year:
2011
Conference:
Proceedings of SIGRAD 2011. Evaluations of Graphics and Visualization — Efficiency; Usefulness; Accessibility; Usability; November 17-18; 2011; KTH; Stockholm; Sweden
Issue:
065
Article no.:
007
Pages:
43-51
No. of pages:
9
Publication type:
Abstract and Fulltext
Published:
2011-11-21
ISBN:
978-91-7393-008-6
Series:
Linköping Electronic Conference Proceedings
ISSN (print):
1650-3686
ISSN (online):
1650-3740
Publisher:
Linköping University Electronic Press; Linköpings universitet


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Researching formal models that explain selected natural phenomena of interest is a central aspect of most scientific work. A tested and confirmed model can be the key to classification; knowledge crystallization; and prediction.With this paper we propose a new approach to rapidly draft; fit and quantify model prototypes in visualization space. We also show that these models can provide important insights and accurate metrics about the original data. Using our technique; which is similar to the statistical concept of de-trending; data that behaves according to the model is de-emphasized; leaving only outliers and potential model flaws for further inspection. Moreover; we provide several techniques to assist the user in the process of prototyping such models. We demonstrate the usability of this approach in the context of the analysis of streaming process data from the Norwegian oil and gas industry; and on weather data; investigating the distribution of temperatures over the course of a year.

Proceedings of SIGRAD 2011. Evaluations of Graphics and Visualization — Efficiency; Usefulness; Accessibility; Usability; November 17-18; 2011; KTH; Stockholm; Sweden

Author:
O. Daæ Lampe, H. Hauser
Title:
Interactive Model Prototyping in Visualization Space
References:

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Proceedings of SIGRAD 2011. Evaluations of Graphics and Visualization — Efficiency; Usefulness; Accessibility; Usability; November 17-18; 2011; KTH; Stockholm; Sweden

Author:
O. Daæ Lampe, H. Hauser
Title:
Interactive Model Prototyping in Visualization Space
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