Files:DescriptionFile size FormatBrowse
Fulltext2.81 MBPDF (requires Acrobat Reader)Previous | Next
  
Authors:O. Daae Lampe: Christian Michelsen Research, Norway & Department of Informatics, University of Bergen, Norway
H. Hauser: Department of Informatics, University of Bergen, Norway
Publication title:Interactive Model Prototyping in Visualization Space
Conference:Proceedings of SIGRAD 2011. Evaluations of Graphics and Visualization — Efficiency; Usefulness; Accessibility; Usability; November 17–18; 2011; KTH; Stockholm; Sweden
Publication type: Abstract and Fulltext
Issue:065
Article No.:007
Abstract: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.
Language:English
Year:2011
No. of pages:9
Pages:43-51
ISBN:978-91-7393-008-6
Series:Linköping Electronic Conference Proceedings
ISSN (print):1650-3686
ISSN (online):1650-3740
File:http://www.ep.liu.se/ecp/065/007/ecp11065007.pdf
Available:2011-11-21
Publisher:Linköping University Electronic Press; Linköpings universitet

REFERENCE TO THIS PAGE
O. Daae Lampe, H. Hauser (2011). Interactive Model Prototyping in Visualization Space, Proceedings of SIGRAD 2011. Evaluations of Graphics and Visualization — Efficiency; Usefulness; Accessibility; Usability; November 17–18; 2011; KTH; Stockholm; Sweden http://www.ep.liu.se/ecp_article/index.en.aspx?issue=065;article=007 (accessed 10/21/2014)