Visual analytics for inspecting the evolution of a graph over time : pattern discovery in a communication network

Schneider, Bruno; Acevedo, Carmela; Buchmüller, Juri F.; Fischer, Fabian; Keim, Daniel A.

Visual analytics for inspecting the evolution of a graph over time : pattern discovery in a communication network

Files

Schneider_2-58bdxwszx0wv4.pdf(689.35 KB)

Date

2015

Publication type

Contribution to a conference collection

Publication status

Published

Published in

2015 IEEE Conference on Visual Analytics Science and Technology : Proceedings : Chicago, Illinois, USA, 25-30 October 2015 / Chen, Min et al. (ed.). - Piscataway, NJ : IEEE, 2015. - pp. 169-170. - ISBN 978-1-4673-9783-4

Abstract

In this paper, we present two approaches developed to visually analyze and find patterns in a communication network. The work was done for the VAST 2015 Mini-Challenge 2 (MC2), featuring a dataset with records of timestamps as well as identification of sender and receiver of text messages. Further information included the location from which a message was sent in the fictional amusement park. In the first approach, we present the data preprocessing pipeline we used for a custom visualization. In the second approach, we present how we used available data preprocessing and visualization software to get a quick and clear overview of the problem, and how we used the generated findings to feed our custom visualizations.

Subject (DDC)

004 Computer Science

Conference

IEEE Conference on Visual Analytics Science and Technology (VAST), Oct 25, 2015 - Oct 30, 2015, Chicago, IL, USA

Cite This

ISO 690

SCHNEIDER, Bruno, Carmela ACEVEDO, Juri F. BUCHMÜLLER, Fabian FISCHER, Daniel A. KEIM, 2015. Visual analytics for inspecting the evolution of a graph over time : pattern discovery in a communication network. IEEE Conference on Visual Analytics Science and Technology (VAST). Chicago, IL, USA, Oct 25, 2015 - Oct 30, 2015. In: CHEN, Min, ed. and others. 2015 IEEE Conference on Visual Analytics Science and Technology : Proceedings : Chicago, Illinois, USA, 25-30 October 2015. Piscataway, NJ:IEEE, pp. 169-170. ISBN 978-1-4673-9783-4. Available under: doi: 10.1109/VAST.2015.7347664

BibTex

@inproceedings{Schneider2015-10Visua-33498,
  year={2015},
  doi={10.1109/VAST.2015.7347664},
  title={Visual analytics for inspecting the evolution of a graph over time : pattern discovery in a communication network},
  isbn={978-1-4673-9783-4},
  publisher={IEEE},
  address={Piscataway, NJ},
  booktitle={2015 IEEE Conference on Visual Analytics Science and Technology : Proceedings : Chicago, Illinois, USA, 25-30 October 2015},
  pages={169--170},
  editor={Chen, Min},
  author={Schneider, Bruno and Acevedo, Carmela and Buchmüller, Juri F. and Fischer, Fabian and Keim, Daniel A.}
}

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Bibliography of Konstanz

Yes