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Exploring Visual Stability in Dynamic Graph Drawings: A Case Study

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Published:25 August 2015Publication History

ABSTRACT

In this paper, we propose a mathematical model to measure the visual stability of dynamic graph drawings. Our approach was validated through a study, which combined the use of questionnaires and an eye-tracking device. The participants of the study had to track members of a software development community over five periods of time in three different dynamic graph drawings. The results suggest that dynamic graph drawings making use of fixed positions are more efficient in the visual search but are limited in the recognition of single elements. On the other hand, dynamic graph drawings with the minimal changes or a constant structure improve the recognition of single elements but lose efficiency in the visual search.

References

  1. J. Moody, D. McFarland, and S. Bender-deMoll, "Dynamic network visualization," American Journal of Sociology, vol. 110, no. 4, pp. 1206--1241, 2005.Google ScholarGoogle ScholarCross RefCross Ref
  2. S. Bender-deMoll and D. A. McFarland, "The art and science of dynamic network visualization," Journal of Social Structure, vol. 7, 2006.Google ScholarGoogle Scholar
  3. S. Bridgeman and R. Tamassia, "Difference metrics for interactive orthogonal graph drawing algorithms," in Graph drawing. Springer, 1998, pp. 57--71. Google ScholarGoogle ScholarDigital LibraryDigital Library
  4. S. Wasserman and K. Faust, Social network analysis: Methods and applications. Cambridge university press, 1994, vol. 8.Google ScholarGoogle ScholarCross RefCross Ref
  5. R. Tamassia, Handbook of Graph Drawing and Visualization. CRC Press, 2007. Google ScholarGoogle ScholarDigital LibraryDigital Library
  6. S. Diehl, C. Görg, and A. Kerren, "Preserving the mental map using foresighted layout," in Data Visualization 2001, ser. Eurographics, D. Ebert, J. Favre, and R. Peikert, Eds. Springer Vienna, 2001, pp. 175--184. Google ScholarGoogle ScholarDigital LibraryDigital Library
  7. J. H. Goldberg and X. P. Kotval, "Computer interface evaluation using eye movements: methods and constructs," International Journal of Industrial Ergonomics, vol. 24, no. 6, pp. 631--645, 1999.Google ScholarGoogle ScholarCross RefCross Ref
  8. J. H. Goldberg, M. J. Stimson, M. Lewenstein, N. Scott, and A. M. Wichansky, "Eye tracking in web search tasks: design implications," in Proceedings of the 2002 symposium on Eye tracking research & applications. ACM, 2002, pp. 51--58. Google ScholarGoogle ScholarDigital LibraryDigital Library
  9. G. W. Mcconkie and C. B. Currie, "Visual stability across saccades while viewing complex pictures," Journal of Experimental Psychology: Human Perception and Performance, vol. 22, no. 3, pp. 563--581, 1996.Google ScholarGoogle ScholarCross RefCross Ref
  10. C. Colby, M. Goldberg et al., "The updating of the representation of visual space in parietal cortex by intended eye movements," Science, vol. 255, no. 5040, pp. 90--92, 1992.Google ScholarGoogle ScholarCross RefCross Ref
  11. D. Melcher and C. L. Colby, "Trans-saccadic perception," Trends in cognitive sciences, vol. 12, no. 12, pp. 466--473, 2008.Google ScholarGoogle ScholarCross RefCross Ref
  12. E. R. Gansner and Y. Koren, "Improved circular layouts," in Graph Drawing. Springer, 2007, pp. 386--398. Google ScholarGoogle ScholarDigital LibraryDigital Library
  1. Exploring Visual Stability in Dynamic Graph Drawings: A Case Study

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    • Published in

      cover image ACM Conferences
      ASONAM '15: Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining 2015
      August 2015
      835 pages
      ISBN:9781450338547
      DOI:10.1145/2808797

      Copyright © 2015 Owner/Author

      Permission to make digital or hard copies of part or all of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for third-party components of this work must be honored. For all other uses, contact the Owner/Author.

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      New York, NY, United States

      Publication History

      • Published: 25 August 2015

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