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*Preface
*Preface
*1 The Value of Information Visualization (J.-D. Fekete, J.J. van Wijk, J.T. Stasko, and C. North)
*List of Contributors
*2 Evaluating Information Visualization (S. Carpendale)
*1 Introduction to Multivariate Network Visualization (A. Kerren, H.C. Purchase, and M.O. Ward)
*3 Theoretical Foundations of Information Visualization (H.C. Purchase, N. Andrienko, T.J. Jankun-Kelly, and M. Ward)
*2 Multivariate Networks in Software Engineering (S. Diehl and A.C. Telea)
*4 Teaching Information Visualization (A. Kerren, J.T. Stasko, and J. Dykes)
*3 Multivariate Social Network Visual Analytics (C. Muelder, L. Gou, K.-L. Ma, and M.X. Zhou)
*5 Creation and Collaboration: Engaging New Audiences for Information Visualization (J. Heer, F. van Ham, S. Carpendale, C. Weaver, and P. Isenberg)
*4 Multivariate Networks in the Life Sciences (O. Kohlbacher, F. Schreiber, and M.O. Ward)
*6 Process and Pitfalls in Writing Information Visualization Research Papers (T. Munzner)
*5 Tasks for Multivariate Network Analysis (A.J. Pretorius, H.C. Purchase, and J.T. Stasko)
*7 Visual Analytics: Definition, Process, and Challenges (D. Keim, G. Andrienko, J.-D. Fekete, C. Görg, J. Kohlhammer, and G. Melançon)
*6 Interaction in the Visualization of Multivariate Networks (M. Wybrow, N. Elmqvist, J.-D. Fekete, T. von Landesberger, J.J. van Wijk, and B. Zimmer)
*7 Novel Visual Metaphors for Multivariate Networks (J C. Roberts, J. Yang, O. Kohlbacher, M.O. Ward, and M.X. Zhou)
*8 Temporal Multivariate Networks (D. Archambault, J. Abello, J. Kennedy, S. Kobourov, K.-L. Ma, S. Miksch, C. Muelder, and A.C. Telea)
*9 Heterogeneous Networks on Multiple Levels (F. Schreiber, A. Kerren, K. Börner, H. Hagen, and D. Zeckzer)
*10 Scalability Considerations for Multivariate Graph Visualization (T.J. Jankun-Kelly, T. Dwyer, D. Holten, C. Hurter, M. Nöllenburg, C. Weaver, and K. Xu)
*Author Index
*Author Index


Latest revision as of 14:36, 16 April 2014

[Springer, 2014]

Type: Softcover
Editors: Andreas Kerren, Helen C. Purchase, and Matt O. Ward
Pages: 237
Publisher: Springer
Publication Date: April 2014
Series: Volume 8380 of LNCS State-of-the-Art Survey


This book is the outcome of the Dagstuhl Seminar 13201 on Information Visualization - Towards Multivariate Network Visualization, held in Dagstuhl Castle, Germany in May 2013.

The goal of this Dagstuhl Seminar was to bring together theoreticians and practitioners from Information Visualization, HCI and Graph Drawing with a special focus on multivariate network visualization, i.e., on graphs where the nodes and/or edges have additional (multidimensional) attributes. The integration of multivariate data into complex networks and their visual analysis is one of the big challenges not only in visualization, but also in many application areas. Thus, in order to support discussions related to the visualization of real world data, also invited researchers from selected application areas, especially bioinformatics, social sciences and software engineering. The unique "Dagstuhl climate" ensured an open and undisturbed atmosphere to discuss the state-of-the-art, new directions and open challenges of multivariate network visualization. [Springer, 2014]

ISBN 978-3-319-06792-6

Table of Contents

  • Preface
  • List of Contributors
  • 1 Introduction to Multivariate Network Visualization (A. Kerren, H.C. Purchase, and M.O. Ward)
  • 2 Multivariate Networks in Software Engineering (S. Diehl and A.C. Telea)
  • 3 Multivariate Social Network Visual Analytics (C. Muelder, L. Gou, K.-L. Ma, and M.X. Zhou)
  • 4 Multivariate Networks in the Life Sciences (O. Kohlbacher, F. Schreiber, and M.O. Ward)
  • 5 Tasks for Multivariate Network Analysis (A.J. Pretorius, H.C. Purchase, and J.T. Stasko)
  • 6 Interaction in the Visualization of Multivariate Networks (M. Wybrow, N. Elmqvist, J.-D. Fekete, T. von Landesberger, J.J. van Wijk, and B. Zimmer)
  • 7 Novel Visual Metaphors for Multivariate Networks (J C. Roberts, J. Yang, O. Kohlbacher, M.O. Ward, and M.X. Zhou)
  • 8 Temporal Multivariate Networks (D. Archambault, J. Abello, J. Kennedy, S. Kobourov, K.-L. Ma, S. Miksch, C. Muelder, and A.C. Telea)
  • 9 Heterogeneous Networks on Multiple Levels (F. Schreiber, A. Kerren, K. Börner, H. Hagen, and D. Zeckzer)
  • 10 Scalability Considerations for Multivariate Graph Visualization (T.J. Jankun-Kelly, T. Dwyer, D. Holten, C. Hurter, M. Nöllenburg, C. Weaver, and K. Xu)
  • Author Index

References

[Springer, 2014] Book description page [1]

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