TY - GEN
T1 - DualNetView
T2 - 11th International EuroVis Workshop on Visual Analytics, EuroVA 2020 at Eurographics/EuroVis 2020
AU - Pham, V.
AU - Nguyen, V. T.N.
AU - Dang, T.
N1 - Publisher Copyright:
© 2019 International Workshop on Visual Analytics. All rights reserved.
PY - 2020
Y1 - 2020
N2 - The force-directed layout is a popular visual method for revealing network structures, such as clusters and important vertices. However, it is not capable of representing temporal patterns, such as how clusters/communities evolve. Dynamic network visualizations trade the overall structures for temporal relationships. In this paper, we present a dual view framework for capturing both overall structures and temporal patterns within networks. The linked supplemental views utilize the strengths of both visualization techniques to provide useful insights into the given networks. To demonstrate the usefulness of our proposed dual views, we provide three use cases of dynamic networks: Computer networks communications, activities of suspicious processes in computer systems, and social networks.
AB - The force-directed layout is a popular visual method for revealing network structures, such as clusters and important vertices. However, it is not capable of representing temporal patterns, such as how clusters/communities evolve. Dynamic network visualizations trade the overall structures for temporal relationships. In this paper, we present a dual view framework for capturing both overall structures and temporal patterns within networks. The linked supplemental views utilize the strengths of both visualization techniques to provide useful insights into the given networks. To demonstrate the usefulness of our proposed dual views, we provide three use cases of dynamic networks: Computer networks communications, activities of suspicious processes in computer systems, and social networks.
UR - http://www.scopus.com/inward/record.url?scp=85103856216&partnerID=8YFLogxK
U2 - 10.2312/eurova.20201082
DO - 10.2312/eurova.20201082
M3 - Conference contribution
AN - SCOPUS:85103856216
T3 - International Workshop on Visual Analytics
SP - 25
EP - 29
BT - EuroVA 2020 - EuroVis Workshop on Visual Analytics
PB - Eurographics Association
Y2 - 25 May 2020
ER -