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A Layout Technique for Storyline-based Visualization of Consecutive Numerical Time-varying Data

Published: 24 August 2015 Publication History

Abstract

We commonly represent time-varying values as polyline charts or heatmaps; however, both type of techniques are difficult to simultaneously observe short-term features of time-varying values and cluster transitions. This poster proposes storyline-based visualization technique for consecutive numerical time-varying data. Storyline is a visualization technique to show associative feature among elements over time. Our technique measures similarity of each elements and draw similar elements as proximity storyline. The technique also reflects differential values on storyline as a visual variable to emphasize the amount of line changes.

References

[1]
R. Munroe. Movie narrative charts. http://xkcd.com/657/, accessed 4 June, 2015.
[2]
Y. Tanahashi and K.-L. Ma. Design considerations for optimizing storyline visualizations. Visualization and Computer Graphics, IEEE Transactions on, 18(12):2679--2688, 2012.
[3]
S. Yagi, Y. Uchida, and T. Itoh. A polyline-based visualization technique for tagged time-varying data. In Information Visualisation (IV), 2012 16th International Conference on, pages 106--111. IEEE, 2012.

Cited By

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  • (2024)SpreadLine: Visualizing Egocentric Dynamic InfluenceIEEE Transactions on Visualization and Computer Graphics10.1109/TVCG.2024.345637331:1(1050-1060)Online publication date: 13-Sep-2024
  • (2024)Visualizing Large-Scale Spatial Time Series with GeoChronIEEE Transactions on Visualization and Computer Graphics10.1109/TVCG.2023.332716230:1(1194-1204)Online publication date: 1-Jan-2024
  • (2022)Geo-Storylines: Integrating Maps Into Storyline VisualizationsIEEE Transactions on Visualization and Computer Graphics10.1109/TVCG.2022.3209480(1-11)Online publication date: 2022
  • Show More Cited By

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Published In

cover image ACM Other conferences
VINCI '15: Proceedings of the 8th International Symposium on Visual Information Communication and Interaction
August 2015
185 pages
ISBN:9781450334822
DOI:10.1145/2801040
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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Association for Computing Machinery

New York, NY, United States

Publication History

Published: 24 August 2015

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Author Tags

  1. Information visualization
  2. storyline
  3. time-varying data

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  • Poster
  • Research
  • Refereed limited

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VINCI '15

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VINCI '15 Paper Acceptance Rate 12 of 32 submissions, 38%;
Overall Acceptance Rate 71 of 193 submissions, 37%

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Cited By

View all
  • (2024)SpreadLine: Visualizing Egocentric Dynamic InfluenceIEEE Transactions on Visualization and Computer Graphics10.1109/TVCG.2024.345637331:1(1050-1060)Online publication date: 13-Sep-2024
  • (2024)Visualizing Large-Scale Spatial Time Series with GeoChronIEEE Transactions on Visualization and Computer Graphics10.1109/TVCG.2023.332716230:1(1194-1204)Online publication date: 1-Jan-2024
  • (2022)Geo-Storylines: Integrating Maps Into Storyline VisualizationsIEEE Transactions on Visualization and Computer Graphics10.1109/TVCG.2022.3209480(1-11)Online publication date: 2022
  • (2021)In Search of Patient Zero: Visual Analytics of Pathogen Transmission Pathways in HospitalsIEEE Transactions on Visualization and Computer Graphics10.1109/TVCG.2020.303043727:2(711-721)Online publication date: Feb-2021

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