التفاصيل البيبلوغرافية
| العنوان: |
Nonuniform Timeslicing of Dynamic Graphs Based on Visual Complexity |
| المؤلفون: |
Wang, Yong, Archambault, Daniel, Haleem, Hammad, Moeller, Torsten, Wu, Yanhong, Qu, Huamin |
| بيانات النشر: |
IEEE |
| سنة النشر: |
2019 |
| المجموعة: |
The Hong Kong University of Science and Technology: HKUST Institutional Repository |
| مصطلحات موضوعية: |
Graph Visualization, Human-centered computing, Visu-alization techniques, Visualization |
| الوصف: |
Uniform timeslicing of dynamic graphs has been used due to its convenience and uniformity across the time dimension. However, uniform timeslicing does not take the data set into account, which can generate cluttered timeslices with edge bursts and empty times-lices with few interactions. The graph mining filed has explored nonuniform timeslicing methods specifically designed to preserve graph features for mining tasks. In this paper, we propose a nonuniform timeslicing approach for dynamic graph visualization. Our goal is to create timeslices of equal visual complexity. To this end, we adapt histogram equalization to create timeslices with a similar number of events, balancing the visual complexity across timeslices and conveying more important details of timeslices with bursting edges. A case study has been conducted, in comparison with uniform timeslicing, to demonstrate the effectiveness of our approach. © 2019 IEEE. |
| نوع الوثيقة: |
conference object |
| اللغة: |
English |
| Relation: |
http://repository.ust.hk/ir/Record/1783.1-103526; 2019 IEEE Visualization Conference, VIS 2019 / IEEE. Piscataway, NJ : IEEE, 2019, p. 241-245; https://doi.org/10.1109/VISUAL.2019.8933748; http://lbdiscover.ust.hk/uresolver?url_ver=Z39.88-2004&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rfr_id=info:sid/HKUST:SPI&rft.genre=article&rft.issn=&rft.volume=&rft.issue=&rft.date=2019&rft.spage=241&rft.aulast=Wang&rft.aufirst=&rft.atitle=Nonuniform+Timeslicing+of+Dynamic+Graphs+Based+on+Visual+Complexity&rft.title=2019+IEEE+Visualization+Conference,+VIS+2019; http://www.scopus.com/record/display.url?eid=2-s2.0-85078051921&origin=inward; http://gateway.isiknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=LinksAMR&SrcApp=PARTNER_APP&DestLinkType=FullRecord&DestApp=WOS&KeyUT=000527436500049 |
| DOI: |
10.1109/VISUAL.2019.8933748 |
| الاتاحة: |
http://repository.ust.hk/ir/Record/1783.1-103526
https://doi.org/10.1109/VISUAL.2019.8933748
http://lbdiscover.ust.hk/uresolver?url_ver=Z39.88-2004&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rfr_id=info:sid/HKUST:SPI&rft.genre=article&rft.issn=&rft.volume=&rft.issue=&rft.date=2019&rft.spage=241&rft.aulast=Wang&rft.aufirst=&rft.atitle=Nonuniform+Timeslicing+of+Dynamic+Graphs+Based+on+Visual+Complexity&rft.title=2019+IEEE+Visualization+Conference,+VIS+2019
http://www.scopus.com/record/display.url?eid=2-s2.0-85078051921&origin=inward
http://gateway.isiknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=LinksAMR&SrcApp=PARTNER_APP&DestLinkType=FullRecord&DestApp=WOS&KeyUT=000527436500049 |
| رقم الانضمام: |
edsbas.16577C3E |
| قاعدة البيانات: |
BASE |