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Heterogeneous Networks on Multiple Levels

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2014

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Kerren, Andreas
Börner, Katy
Hagen, Hans
Zeckzer, Dirk

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https://doi.org/10.1007/978-3-319-06793-3_9
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KERREN, Andreas, ed., Helen C. PURCHASE, ed., Matthew O. WARD, ed.. Multivariate network visualization : Dagstuhl Seminar # 13201, Dagstuhl Castle, Germany, May 12-17, 2013 ; revised discussions. Cham: Springer International Publishing, 2014, pp. 175-206. Lecture Notes in Computer Science. 8380. ISBN 978-3-319-06792-6. Available under: doi: 10.1007/978-3-319-06793-3_9

Zusammenfassung

Heterogeneous networks and multi-level networks occur in several application fields where their integration, combination, comparison, analysis, and visualization poses major challenges. In this chapter, we analyze the general characteristics of this type of data and identify examples in three application domains: biology, social sciences, and software engineering. Conceptually, we focus on sets of multivariate networks at two or more levels. Each level may describe a specific scale, and within each level several related heterogeneous networks are represented. We allow n:m mappings within the same level, but only 1:n mappings across levels that must be consecutive. This leads to a structured data set that is the basis for further visual analysis. Our chapter ends with ideas to visualize those networks together with the relationships between them and highlights research challenges.

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004 Informatik

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Multivariate network visualization : Dagstuhl Seminar # 13201, 12. Mai 2013 - 17. Mai 2013, Dagstuhl
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ISO 690SCHREIBER, Falk, Andreas KERREN, Katy BÖRNER, Hans HAGEN, Dirk ZECKZER, 2014. Heterogeneous Networks on Multiple Levels. Multivariate network visualization : Dagstuhl Seminar # 13201. Dagstuhl, 12. Mai 2013 - 17. Mai 2013. In: KERREN, Andreas, ed., Helen C. PURCHASE, ed., Matthew O. WARD, ed.. Multivariate network visualization : Dagstuhl Seminar # 13201, Dagstuhl Castle, Germany, May 12-17, 2013 ; revised discussions. Cham: Springer International Publishing, 2014, pp. 175-206. Lecture Notes in Computer Science. 8380. ISBN 978-3-319-06792-6. Available under: doi: 10.1007/978-3-319-06793-3_9
BibTex
@inproceedings{Schreiber2014Heter-38599,
  year={2014},
  doi={10.1007/978-3-319-06793-3_9},
  title={Heterogeneous Networks on Multiple Levels},
  number={8380},
  isbn={978-3-319-06792-6},
  publisher={Springer International Publishing},
  address={Cham},
  series={Lecture Notes in Computer Science},
  booktitle={Multivariate network visualization : Dagstuhl Seminar # 13201, Dagstuhl Castle, Germany, May 12-17, 2013 ; revised discussions},
  pages={175--206},
  editor={Kerren, Andreas and Purchase, Helen C. and Ward, Matthew O.},
  author={Schreiber, Falk and Kerren, Andreas and Börner, Katy and Hagen, Hans and Zeckzer, Dirk}
}
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