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Social-Circles Exploration through Interactive Multi-Layered Chord Layout

Published: 07 June 2016 Publication History

Abstract

Due to the usage of social media platforms for different purposes in our current digital social life, people are interested to explore and understand their personal networks (called the ego networks) and how their contacts are associated with different social circles on these social media platforms. In this work, we propose an enhanced multi-layered Chord layout to show people' ego networks and the associated social circles in interactive visual forms. This proposed solution enables the users to explore intuitively how their contacts are associated to different social circles through a set of provided interaction and filtering options.

References

[1]
Bastian, M, Heymann, S., and Jacomy, M. Gephi. 2009. An Open Source Software for Exploring and Manipulating Networks. Weblogs and Social Media, pp. 361--362.
[2]
Bostock, M., Chord Layout. Online available: https://github.com/mbostock/d3/wiki/Chord-Layout
[3]
Burt, R. S. 1980. Models of Network Structure. Annual Review of Sociology, vol. 6, pp. 79--141.
[4]
Ezaiza, H., Humayoun, S. R., AlTarawneh, R., and Ebert, A. 2016. PerSoN-Vis: Visualizing Personal Social Networks (Ego Networks). CHI Extended Abstract '16, ACM.
[5]
Freeman, L. C. 1982. Centered Graphs and the Structure of Ego Networks. Mathematical Social Sciences, v. 3, 291--304.
[6]
Freeman, L. 2000. Visualizing Social Networks. Journal of Social Structure, volume 1.
[7]
Huang, D., Tory, M., Aseniero, B. A., Bartram, L., Bateman, S., Carpendale, S., Tang, A., and Woodbury, R. 20015. Personal Visualization and Personal Visual Analytics. IEEE Trans. on Vis. and Comp. Graphics, 21 (3), pp. 420--433.
[8]
Mcauley, J. and Leskovec, J. 2014. Learning to Discover Social Circles in Ego Networks. TKDD, 8(1), Article 4.

Cited By

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  • (2024)Visual Analytics for Understanding Draco's Knowledge BaseIEEE Transactions on Visualization and Computer Graphics10.1109/TVCG.2023.332691230:1(392-402)Online publication date: 1-Jan-2024
  • (2022)Visual Analysis of Multilayer NetworksundefinedOnline publication date: 16-Mar-2022
  • (2019)The State of the Art in Multilayer Network VisualizationComputer Graphics Forum10.1111/cgf.1361038:6(125-149)Online publication date: 28-Mar-2019
  • Show More Cited By

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Information & Contributors

Information

Published In

cover image ACM Conferences
AVI '16: Proceedings of the International Working Conference on Advanced Visual Interfaces
June 2016
400 pages
ISBN:9781450341318
DOI:10.1145/2909132
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: 07 June 2016

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Author Tags

  1. Chord Layout
  2. Circle Discovery
  3. Ego Networks
  4. Personal Visualization
  5. Social Networks

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  • Refereed limited

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AVI '16

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AVI '16 Paper Acceptance Rate 20 of 96 submissions, 21%;
Overall Acceptance Rate 128 of 490 submissions, 26%

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Cited By

View all
  • (2024)Visual Analytics for Understanding Draco's Knowledge BaseIEEE Transactions on Visualization and Computer Graphics10.1109/TVCG.2023.332691230:1(392-402)Online publication date: 1-Jan-2024
  • (2022)Visual Analysis of Multilayer NetworksundefinedOnline publication date: 16-Mar-2022
  • (2019)The State of the Art in Multilayer Network VisualizationComputer Graphics Forum10.1111/cgf.1361038:6(125-149)Online publication date: 28-Mar-2019
  • (2017)An interactive visual representation to explore association with hierarchical social circlesProceedings of the Eurographics/IEEE VGTC Conference on Visualization: Posters10.2312/eurp.20171163(37-39)Online publication date: 12-Jun-2017

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