jiawei zhang

Journal Articles and Conference Full Papers

Jiawei Zhang, Yang Wang, Yang Wang, Piero Molino, Lezhi Li, David Ebert.
Manifold: A Model-Agnostic Framework for Interpretation and Diagnosis of Machine Learning Models.
IEEE Transactions on Visualization and Computer Graphics, 2019
[PDF]

Jiawei Zhang, Chiayong Surakitbanharn, Niklas Elmqvist, Ross Maciejewski, Zhenyu Qian, David Ebert
TopoText: Context-Preserving Text Data Exploration Across Multiple Spatial Scales.
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems, 2018
(Best Paper Honorable Mention, top 5%)
[PDF]

Jiawei Zhang, Junghoon Chae, Chittayong Surakitbanharn, David Ebert.
SMART: Social Media Analytics and Reporting Toolkit.
IEEE VIS Workshop on Visualization in Practice, 2017.
[PDF]

Louis Tay, Vincent Ng, Abish Malik, Jiawei Zhang, Junghoon Chae, David Ebert.
Big Data Visualizations in Organizational Science.
Organizational Research Methods (ORM), 2017.
[PDF]

Louis Ngamassi, Abish Malik, Jiawei Zhang, David Ebert.
Social Media Visual Analytic Toolkits for Disaster Management: A Review of the Literature.
International Conference on Information Systems for Crisis Response and Management, 2017

Jiawei Zhang, Abish Malik, Ben Ahlbrand, Niklas Elmqvist, Ross Maciejewski, David Ebert.
TopoGroups: Cotext-Preserving Visual Illustration of Multi-Scale Spatial Aggregates.
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems, 2017
[PDF] [Video]

Jiawei Zhang, Ben Ahlbrand, Abish Malik, Junghoon Chae, Zhiyu Min, Sungahn Ko, David Ebert.
A Visual Analytics Framework for Microblog Data Analysis at Multiple Scales of Aggregation.
Computer Graphics Forum (Proc. EuroVis), 2016
[PDF] [Video] [Slides]

Junghoon Chae, Jiawei Zhang, Sungahn Ko, Abish Malik, Heather Connell, David Ebert.
Visual Analytics for Investigative Analysis of Hoax Distress Calls Using Social Media.
IEEE Symposium on Technologies for Homeland Security, 2016
[PDF]

Haidong Chen, Song Zhang, Wei Chen, Honghui Mei, Jiawei Zhang, Andrew Mercer, Ronghua Liang, Huamin Qu.
Uncertainty-Aware Multidimensional Ensemble Data Visualization and Exploration.
IEEE Transactions on Visualization and Computer Graphics, 2015
[PDF]

Book Chapters

Jiawei Zhang, Junghoon Chae, Shehzad Afzal, Abish Malik, Dennis Thom, Yun Jang, Thomas Ertl, Sorin Matei, David Ebert.
Visual Analytics of User Influence and Location-Based Social Networks
Transparency in Social Media, Springer International Publishing, 2015
[PDF]

Conference Short Papers

William Hatton, et al.
Visual Analytics for Detecting Communication Patterns
Proceedings of the IEEE Conference on Visual Analytics Science and Technology, VAST Challenge, 2015. Honorable Mention: Compelling Narrative Debrief
[PDF]

Chen Guo, et al.
Dodeca-Rings Map: Interactively Finding Patterns and Events in Large Geo-Temporal Data
Proceedings of the IEEE Conference on Visual Analytics Science and Technology, VAST Challenge, 2014. Honorable Mention: Sponsor's Award for Novel Visualization
[PDF]

Jiawei Zhang, et al.
Real-Time Identification and Monitoring of Abnormal Events Based on Microblog and Emergency Call Data
Proceedings of the IEEE Conference on Visual Analytics Science and Technology, VAST Challenge, 2014
[PDF]