2021
  • Co-Bridges: Pair-wise Visual Connection and Comparison for Multi-item Data Streams.
    Siming Chen, Natalia Andrienko, Gennady Andrienko, Jie Li, Xiaoru Yuan.
    IEEE Transactions on Visualization and Computer Graphics (VAST'20), Accepted, 2021.
    | Paper | pdf (3.9MB) | Video | mp4 (26.9MB)
  • Selected Publications before 2021
  • R-Map: A Map Metaphor for Visualizing Information Reposting Process in Social Media.
    Shuai Chen, Sihang Li, Siming Chen, Xiaoru Yuan.
    IEEE Transactions on Visualization and Computer Graphics (VAST'19), 26(1): 1204-1214, 2020.
    | Paper | pdf (2.1MB) | Video | mp4 (35.7MB) | Slides | pptx (53.3MB)
  • VASABI: Hierarchical User Profiles for Interactive Visual User Behaviour Analytics.
    Phong H. Nguyen, Rafael Henkin, Siming Chen, Natalia Andrienko, Gennady Andrienko, Olivier Thonnard, Cagatay Turkay.
    IEEE Transactions on Visualization and Computer Graphics (VAST'19), 26(1): 77-86, 2020.
    | Paper | pdf (1.5MB) | Video | mp4 (39.3MB)
  • LDA Ensembles for Interactive Exploration and Categorization of Behaviors.
    Siming Chen, Natalia Andrienko, Gennady Andrienko, Linara Adilova, Jeremie Barlet, Joerg Kindermann, Phong.H Nguyen, Olivier Thonnard, Cagatay Turkay.
    IEEE Transactions on Visualization and Computer Graphics (TVCG), 26(9): 2775 - 2792, 2020.
    | Paper | pdf (20.1MB) | Video | mp4 (6.3MB) | Slides | pptx (10MB)
  • Supporting Story Synthesis: Bridging the Gap between Visual Analytics and Storytelling.
    Siming Chen, Jie Li, Gennady Andridenko, Natalia Andrienko, Yun Wang, Phong.H Nguyen, Cagatay Turkay.
    IEEE Transactions on Visualization and Computer Graphics (TVCG), 26(7): 2499 - 2516, 2020.
    | Paper | pdf (10.1MB) | Video | mp4 (86.3MB) | Slides | pptx (50MB)
  • Semantics-Space-Time Cube: A Conceptual Framework for Systematic Analysis of Texts in Space and Time.
    Jie Li, Siming Chen, Wei Chen, Gennady Andrienko, Natalia Andrienko.
    IEEE Transactions on Visualization and Computer Graphics (TVCG), 26(4):1789 - 1806, 2020.
    | Paper | pdf (4.8M) | Video | mp4 (9.9M)
  • Contextualized Analysis of Movement Events.
    Siming Chen, Gennady Andrienko, Natalia Andrienko, Christos Doulkeridis, Athanasios Koumparos.
    in Proceedings of EuroVA'19 (Best Paper Award), Pages 49-53, Porto, Portugal, Jun.3-7, 2019.
    | Paper | pdf (4.9M) | Slides | pptx (12M)
  • COPE: Interactive Exploration of Co-occurrence Patterns in Spatial Time Series.
    Jie Li, Siming Chen, Kang Zhang, Gennady Andrienko, Natalia Andrienko.
    IEEE Transactions on Visualization and Computer Graphics (TVCG), 25(8): 2554-2567, 2019.
    | Paper | pdf (3.8M) | Video | mp4 (16.8M)
  • D-Map+: Interactive Visual Analysis and Exploration of Ego-centric and Event-centric Information Diffusion Patterns in Social Media.
    Siming Chen, Shuai Chen, Zhenhuang Wang, Jie Liang, Yadong Wu, Xiaoru Yuan.
    ACM Transactions on Intelligent Systems and Technology (TIST), 10(1): 11:1 - 11:26, 2018.
    | Paper | pdf (1.3M)
  • User Behavior Map: Visual Exploration for Cyber Security Session Data.
    Siming Chen, Shuai Chen, Natalia Andrienko, Gennady Andrienko, Phong H. Nguyen, Cagatay Turkay, Olivier Thonnard, Xiaoru Yuan
    in Proceedings of 2018 IEEE Symposium on Visualization for Cyber Security (VizSec'18), Pages 1-4, Berlin, Germany, Oct.22, 2018.
    | Paper | pdf (5.7M) | Slides | pdf (17.2M)
  • Uncertainty-aware Visual Analytics for Exploring Human Behaviors from Heterogeneous Spatial Temporal Data.
    Siming Chen, Zuchao Wang, Jie Liang, Xiaoru Yuan.
    Journal of Visual Languages and Computing (ChinaVis'16, Honorable mention for Best Paper Award), 48: 187-198, 2018.
    | Paper | pdf (4.1M) | Slides | pdf (4.1M)
  • E-Map: A Visual Analytics Approach for Exploring Significant Event Evolutions in Social Media.
    Siming Chen, Shuai Chen, Lijing Lin, Xiaoru Yuan, Jie Liang, Xiaolong (Luke) Zhang.
    in Proceedings of IEEE Symposium on Visual Analytics Science and Technology (VAST'17), Pages 36 - 47, Phoenix, USA, Oct.1-6, 2017.
    | Paper | pdf (10.2MB) | Video | mp4 (23.4MB) | Slides | pptx (38MB)
  • Social Media Visual Analytics.
    Siming Chen, Lijing Lin, Xiaoru Yuan.
    Computer Graphics Forum (EuroVis State-of-the-Art Report'17), 36(3): 563-587, 2017.
    | Paper | pdf (24.6M) | Slides | pptx (80.1M)
  • D-Map: Visual Analysis of Ego-centric Information Diffusion Patterns in Social Media.
    Siming Chen, Shuai Chen, Zhenhuang Wang, Jie Liang, Xiaoru Yuan, Nan Cao, Yadong Wu.
    in Proceedings of IEEE Symposium on Visual Analytics Science and Technology (VAST'16), pages 41-50, Baltimore, USA, Oct. 23-28, 2016.
    | Paper | pdf (18MB) | Video | mp4 (16MB) | Slides | pptx (54.6MB)
  • Interactive Visual Discovering of Movement Patterns from Sparsely Sampled Geo-tagged Social Media Data.
    Siming Chen, Xiaoru Yuan, Zhenhuang Wang, Cong Guo, Jie Liang, Zuchao Wang, Xiaolong (Luke) Zhang and Jiawan Zhang.
    IEEE Transactions on Visualization and Computer Graphics (VAST'15), 22(1): 270-279,2016.
    | Paper | pdf (12.2MB) | Video | mp4 (37.8MB) | Slides | pptx (57.4MB)
  • OCEANS: online collaborative explorative analysis on network security.
    Siming Chen, Cong Guo, Xiaoru Yuan, Fabian Merkle, Hanna Schaefer and Thomas Ertl.
    in Proceedings of the Eleventh Workshop on Visualization for Cyber Security (VizSec'14), Pages 1-8, Paris, France, Nov.10, 2014.
    | Paper | pdf (1.8MB) | Video | wmv (11.7MB) | Slides | pptx (23.4MB)