Using visual analytics to analyze movement and action patterns

This paper describes our approach and tools used to solve this year's VAST 2015 Mini-Challange 1 (MC1). It also explains how we came up with the idea for a new tool created for solving of the challenge and how this tool helps the user analyzing the data. Further, preprocessing steps will be dis...

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Vydané v:2015 IEEE Conference on Visual Analytics Science and Technology (VAST) s. 171 - 172
Hlavní autori: Streeb, Dirk, Schlegel, Udo, Buchmuller, Juri, Fischer, Fabian, Keim, Daniel A.
Médium: Konferenčný príspevok..
Jazyk:English
Vydavateľské údaje: IEEE 01.10.2015
Predmet:
Data analysis
Data visualization
Feature extraction
H.2.8 [Database Management]: Database Applications-Data mining
H.5.2 [Information Interfaces]: User Interfaces-Graphical user interfaces (GUI)
Image color analysis
Visual analytics
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Abstract This paper describes our approach and tools used to solve this year's VAST 2015 Mini-Challange 1 (MC1). It also explains how we came up with the idea for a new tool created for solving of the challenge and how this tool helps the user analyzing the data. Further, preprocessing steps will be discussed and how new features were created to be able to cluster guests in goups walking together. Finally findings of this visualization will be presented.
AbstractList This paper describes our approach and tools used to solve this year's VAST 2015 Mini-Challange 1 (MC1). It also explains how we came up with the idea for a new tool created for solving of the challenge and how this tool helps the user analyzing the data. Further, preprocessing steps will be discussed and how new features were created to be able to cluster guests in goups walking together. Finally findings of this visualization will be presented.
Author Schlegel, Udo
Fischer, Fabian
Streeb, Dirk
Buchmuller, Juri
Keim, Daniel A.
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  surname: Schlegel
  fullname: Schlegel, Udo
  organization: Data Analysis and Visualization Group, University of Konstanz, Germany
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  givenname: Juri
  surname: Buchmuller
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  organization: Data Analysis and Visualization Group, University of Konstanz, Germany
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  givenname: Fabian
  surname: Fischer
  fullname: Fischer, Fabian
  organization: Data Analysis and Visualization Group, University of Konstanz, Germany
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  givenname: Daniel A.
  surname: Keim
  fullname: Keim, Daniel A.
  organization: Data Analysis and Visualization Group, University of Konstanz, Germany
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Snippet This paper describes our approach and tools used to solve this year's VAST 2015 Mini-Challange 1 (MC1). It also explains how we came up with the idea for a new...
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SubjectTerms Data analysis
Data visualization
Feature extraction
H.2.8 [Database Management]: Database Applications-Data mining
H.5.2 [Information Interfaces]: User Interfaces-Graphical user interfaces (GUI)
Image color analysis
Visual analytics
Title Using visual analytics to analyze movement and action patterns
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