{"id":40,"date":"2024-05-31T21:07:32","date_gmt":"2024-06-01T01:07:32","guid":{"rendered":"https:\/\/wordpress.cs.vt.edu\/infovis\/?page_id=40"},"modified":"2026-02-13T18:07:32","modified_gmt":"2026-02-13T23:07:32","slug":"papers","status":"publish","type":"page","link":"https:\/\/wordpress.cs.vt.edu\/infovis\/papers\/","title":{"rendered":"Papers"},"content":{"rendered":"\n

2025<\/strong><\/p>\n\n\n\n

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Towards an Embodied Composition Framework for Organizing Immersive Computational Notebooks<\/strong><\/a>
Sungwon In, Eric Krokos, Kirsten Whitley, Chris North, and Yalong Yang
VRST’25: ACM Symposium on Virtual Reality Software and Technology<\/em><\/p>\n<\/div>\n\n\n\n

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Investigating Seamless Transitions Between Immersive Computational Notebooks and Embodied Data Interactions<\/strong><\/a>
Sungwon In, Eric Krokos, Kirsten Whitley, Chris North, and Yalong Yang
VRST’25: ACM Symposium on Virtual Reality Software and Technology<\/em><\/p>\n<\/div>\n\n\n\n

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Exploring Organizational Strategies in Immersive Computational Notebooks<\/a>
<\/strong>Sungwon In, Ayush Roy, Eric Krokos, Kirsten Whitley, Chris North, Yalong Yang
ISMAR’25: IEEE International Symposium on Mixed and Augmented Reality<\/em><\/p>\n<\/div>\n\n\n\n

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Narrative Trails: A Method for Coherent Storyline Extraction via Maximum Capacity Path Optimization<\/strong><\/a>
Fausto German, Brian Keith, Chris North
Text2Story Workshop at ECIR 2025<\/em><\/p>\n<\/div>\n\n\n\n

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Explainable AI Components for Narrative Map Extraction<\/strong><\/a>
Brian Keith, Fausto German, Eric Krokos, Sarah Joseph, Chris North
Text2Story Workshop at ECIR 2025<\/em><\/p>\n<\/div>\n\n\n\n

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Enhancing Immersive Sensemaking with Gaze-Driven Recommendation Cues<\/strong><\/a>
Ibrahim Asadullah Tahmid, Chris North, Kylie Davidson, Kirsten Whitley, Doug Bowman
IUI ’25: Proc. 30th International Conference on Intelligent User Interfaces<\/em><\/p>\n<\/div>\n\n\n\n

2024<\/strong><\/p>\n\n\n\n

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Investigating Professional Analyst Strategies in Immersive Space to Think<\/strong><\/a>
K. Davidson, L. Lisle, I. A. Tahmid, K. Whitley, C. North and D. A. Bowman
IEEE Transactions on Visualization and Computer Graphics<\/em><\/p>\n<\/div>\n\n\n\n

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Human\u2013machine partnerships at the exascale: exploring simulation ensembles through image databases<\/strong><\/a>
Mai Dahshan, Nicholas Polys, Leanna House, Chris North, Ryan M. Pollyea, Terece L. Turton, and David H. Rogers
Journal of Visualization<\/em><\/p>\n<\/div>\n\n\n\n

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Systematic investigation of inadequate food access at a large southeastern land grant university<\/strong><\/a>
Ralph P. Hall, Jessica Agnew, Wei Liu, Lana Petrie, and Chris North
PLoS ONE<\/em><\/p>\n<\/div>\n\n\n\n

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Evaluating Navigation and Comparison Performance of Computational Notebooks on Desktop and in Virtual Reality<\/strong><\/a>
Sungwon In, Eric Krokos, Kirsten Whitley, Chris North, Yalong Yang
CHI ’24: Proceedings of the CHI Conference on Human Factors in Computing Systems<\/em><\/p>\n<\/div>\n\n\n\n

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ImageSI: Semantic Interaction for Deep Learning Image Projections<\/strong><\/a>
Jiayue Lin, Rebecca Faust, Chris North
IEEE VIS 2024<\/em><\/p>\n<\/div>\n\n\n\n

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Multiple Monitors or Single Canvas? Evaluating Window Management and Layout Strategies on Virtual Displays<\/strong><\/a>
Leonardo Pavanatto, Feiyu Lu, Chris North, Doug A. Bowman
IEEE Transactions on Visualization and Computer Graphics, 2024<\/em><\/p>\n<\/div>\n\n\n\n

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Space to Teach: Content-Rich Canvases for Visually-Intensive Education<\/strong><\/a>
<\/span>Jesse Harden, Nurit Kirshenbaum, Roderick Tabalba, RyanTheriot, Michael Rogers, Mahdi Belcaid, Chris North, Luc Renambot, Lance Long, Andrew Johnson, and Jason Leigh
EDUVIS Workshop at IEEE VIS 2024<\/em><\/p>\n<\/div>\n\n\n\n

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Visualizing Spatial Semantics of Dimensionally Reduced Text Embeddings<\/strong><\/a>
Wei Liu, Chris North, Rebecca Faust
NLVIZ Workshop at IEEE VIS 2024<\/em><\/p>\n<\/div>\n\n\n\n

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Visualizing Temporal Topic Embeddings with a Compass<\/strong><\/a>
Daniel Palamarchuk, Lemara Williams, Brian Mayer, Thomas Danielson, Rebecca Faust, Larry Deschaine, Chris North
IEEE VIS 2024, IEEE Transactions on Visualization and Computer Graphics<\/em><\/p>\n<\/div>\n\n\n\n

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Steering LLM Summarization with Visual Workspaces for Sensemaking<\/strong><\/a>
Xuxin Tang, Eric Krokos, Can Liu, Kirsten Whitley, Naren Ramakrishnan, Chris North
NLVIZ Workshop at IEEE VIS 2024<\/em><\/p>\n<\/div>\n\n\n\n

2023<\/strong><\/p>\n\n\n\n

Aardvark: Comparative Visualization of Data Analysis Scripts<\/strong><\/a>
Rebecca Faust, Carlos Scheidegger, Chris North
IEEE Visualization in Data Science (VDS) Symposium<\/em> 2023<\/em><\/p>\n\n\n\n

Different realities: a comparison of augmented and virtual reality for the sensemaking process<\/strong><\/a>
Lee Lisle, Kylie Davidson, Edward J. K. Gitre, Chris North
Frontiers in Virtual Reality, Vol 4, 2023<\/em><\/p>\n\n\n\n

DRGCODER: Explainable Clinical Coding for the Early Prediction of Diagnostic-Related Groups<\/a><\/strong>
Daniel Hajialigol, Derek Kaknes, Tanner Barbour, Daphne Yao, Chris North, Jimeng Sun, David Liem, Xuan Wang
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP): System Demonstrations<\/em><\/p>\n\n\n\n

Evaluating Differences in Insights from Interactive Dimensionality Reduction Visualizations Through Complexity and Vocabulary<\/strong><\/a>
Mia Taylor, Lata Kodali, Leanna House, Chris North
International Conference on Information Visualization Theory and Applications 2023 (IVAPP)<\/em><\/p>\n\n\n\n

Evaluating the Feasibility of Predicting Information Relevance During Sensemaking with Eye Gaze Data<\/strong><\/a>
Ibrahim A. Tahmid, Lee Lisle, Kylie Davidson, Kirsten Whitley, Chris North, Doug A. Bowman
IEEE International Symposium on Mixed and Augmented Reality 2023 (ISMAR)<\/em><\/p>\n\n\n\n

Explainable Interactive Projections of Images<\/a><\/strong>
Huimin Han, Rebecca Faust, Brian Felipe Keith Norambuena, Jiayue Lin, Song Li, Chris North
Machine Vision and Applications, 34:100, 2023<\/em><\/p>\n\n\n\n

Exploring the Evolution of Sensemaking Strategies in Immersive Space to Think<\/strong><\/a>
Kylie Davidson, Lee Lisle, Kirsten Whitley, Doug A. Bowman, Chris North
IEEE Transactions on Visualization and Computer Graphics ( Volume: 29, Issue: 12, December 2023)<\/em><\/p>\n\n\n\n

Mixed Multi-Model Semantic Interaction for Graph-based Narrative Visualizations<\/strong><\/a>
Brian Felipe Keith Norambuena, Tanushree, Chris North
ACM Intelligent User Interfaces 2023 (IUI)<\/em><\/p>\n\n\n\n

Multi-Focus Querying of the Human Genome Information on Desktop and in Virtual Reality: an Evaluation<\/strong><\/a>
Gunnar Reiske, Sungwon In, Yalong Yang
IEEE International Symposium on Mixed and Augmented Reality 2023 (ISMAR)<\/em><\/p>\n\n\n\n

Reflecting on the Scalable Adaptive Graphics Environment Team\u2019s 20-Year Translational Research Endeavor in Digital Collaboration Tools<\/strong><\/a>
M. Belcaid, J. Leigh, R. Theriot, N. Kirshenbaum, R. Tabalba, M. Rogers, A. Johnson, M. Brown, L. Renambot, L. Long, A. Nishimoto, C. North, J. Harden
Computing in Science & Engineering<\/em>, Vol 25, no 2, 2023<\/em><\/p>\n\n\n\n

Spaces to Think: A Comparison of Small, Large, and Immersive Displays for the Sensemaking Process<\/strong><\/a>
Lee Lisle, Kylie Davidson, Leonardo Pavanatto, Ibrahim A. Tahmid, Chirs North, Doug A. Bowman
IEEE International Symposium on Mixed and Augmented Reality 2023 (ISMAR)<\/em><\/p>\n\n\n\n

A Survey on Event-Based News Narrative Extraction<\/strong><\/a>
Brian Felipe Keith Norambuena, Tanushree Mitra, Chirs North
ACM Computing Surveys Volume 55 Issue 14s<\/em><\/p>\n\n\n\n

There is no reason anybody should be using 1D anymore: Design and Evaluation of 2D Jupyter Notebooks<\/strong><\/a>
Jesse Harden, Elizabeth Christman, Nurit Kirshenbaum, Mahdi Belcaid, Jason Leigh, Chris North
Graphics Interface 2023<\/em><\/p>\n\n\n\n

This is the Table I Want! Interactive Data Transformation on Desktop and in Virtual Reality<\/a>
<\/strong>Sungwon In, Tica Lin, Chris North, Hanspeter Pfister, Yalong Yang
IEEE Transactions on Visualization and Computer Graphics 2023 (TVCG)<\/em>, 30(8)<\/p>\n\n\n\n

Towards Addressing Ambiguous Interactions and Inferring User Intent with Dimension Reduction and Clustering Combinations in Visual Analytics<\/strong><\/a>
John Wenskovitch, Michelle Dowling, and Chris North
ACM Transactions on Interactive Intelligent Systems (TiiS), Vol 14, Issue 1, 2023<\/em><\/p>\n\n\n\n

Uncovering Best Practices in Immersive Space to Think<\/strong><\/a>
Kylie Davidson, Lee Lisle, Ibrahim A Tahmid, Kirsten Whitley, Chris North, Doug A Bowman
IEEE International Symposium on Mixed and Augmented Reality 2023 (ISMAR)<\/em><\/p>\n\n\n\n

2022<\/strong><\/p>\n\n\n\n

Andromeda in the Classroom: Collaborative Data Analysis for 8th Grade Engineering Design<\/strong><\/a>
Mia Taylor, Danny Mathieson, Leanna House, Chris North
ASEE Annual Conference & Exposition 2022<\/em><\/p>\n\n\n\n

Case Study Comparison of Computational Notebook Platforms for Interactive Visual Analytics<\/strong><\/a>
Han Liu, Chris North
Proceedings of Symposium on Visualization in Data Science 2022 (VDS)<\/em><\/p>\n\n\n\n

Design guidelines for narrative maps in sensemaking tasks<\/strong><\/a>
Brian Felipe Keith Norambuena, Tanushree Mitra, Chris North
Information Visualization, 21(3), 2022<\/em><\/p>\n\n\n\n

Evaluating the Benefits of Explicit and Semi-Automated Clusters for Immersive Sensemaking<\/strong><\/a>
Ibrahim A. Tahmid, Lee Lisle, Kylie Davidson, Chris North, Doug A. Bowman
IEEE International Symposium on Mixed and Augmented Reality 2022 (ISMAR)<\/em><\/p>\n\n\n\n

Explainable Interactive Projections for Image Data<\/strong><\/a>
Huimin Han, Rebecca Faust, Brian Felipe Keith Norambuena, Ritvik Prabhu, Timothy Smith, Song Li, Chris North
Advances in Visual Computing: 17th International Symposium 2022 (ISVC)<\/em><\/p>\n\n\n\n

Exploring Organization of Computational Notebook Cells in 2D Space<\/strong><\/a>
Jesse Harden, Elizabeth Christman, Nurit Kirshenbaum, John Wenskovitch, Jason Leigh, Chris North
IEEE Symposium on Visual Languages and Human-Centric Computing 2022 (VL\/HCC)<\/em><\/p>\n\n\n\n

Interactive Deep Learning for Sorting Plant Images by Visual Phenotypes<\/strong><\/a>
Huimin Han, Ritvik Prabhu, Timothy Smith, Kshitiz Dhakal, Xing Wei, Song Li, and Chris North
NAPPN Annual Conference 2022<\/em><\/p>\n\n\n\n

Interactive Visualization for Data Science Scripts<\/strong><\/a>
Rebecca Faust, Carlos Scheidegger, Katherine Isaacs, William Z. Bernstein, Michael Sharp, Chris North
IEEE Symposium on Visualization in Data Science 2022 (VDS)<\/em><\/p>\n\n\n\n

2021<\/strong><\/p>\n\n\n\n

Bridging cognitive gaps between user and model in interactive dimension reduction<\/strong><\/a>
Ming Wang, John Wenskovitch, Leanna House, Nicholas Polys, Chris North
Visual Informatics. 2021;53(2):13-25<\/em><\/p>\n\n\n\n

DeepSI: Interactive Deep Learning for Semantic Interaction<\/strong><\/a>
Yali Bian, Chris North
26th International Conference on Intelligent User Interfaces (IUI \u201921)<\/em><\/p>\n\n\n\n

Do we still need physical monitors? An evaluation of the usability of AR virtual monitors for productivity work<\/strong><\/a>
Leonardo Pavanatto, Chris North, Doug A. Bowman, Carmen Badea, Richard Stoakley
IEEE Virtual Reality and 3D User Interfaces 2021 (VR)<\/em><\/p>\n\n\n\n

An Examination of Grouping and Spatial Organization Tasks for High-Dimensional Data Exploration<\/strong><\/a>
John Wenskovitch, Chris North
IEEE Transactions on Visualization and Computer Graphics ( Volume: 27, Issue: 2, February 2021)<\/em><\/p>\n\n\n\n

Narrative Sensemaking: Strategies for Narrative Maps Construction<\/strong><\/a>
Brian Felipe Keith Norambuena, Tanushree Mitra, Chris North
IEEE Visualization Conference 2021 (VIS)<\/em><\/p>\n\n\n\n

Semantic Explanation of Interactive Dimensionality Reduction<\/strong><\/a>
Yali Bian, Chris North, Eric Krokos, Sarah Joseph
IEEE Visualization Conference 2021 (VIS)<\/em><\/p>\n\n\n\n

Sensemaking Strategies with Immersive Space to Think<\/strong><\/a>
Lee Lisle, Kylie Davidson, Edward J. K. Gitre, Chris North, Doug A. Bowman
IEEE Virtual Reality and 3D User Interfaces 2021 (VR)<\/em><\/p>\n\n\n\n

Traces of Time through Space: Advantages of Creating Complex Canvases in Collaborative Meetings<\/strong><\/a>
Nurit Kirshenbaum, Kylie Davidson, Jesse Harden, Chris North
Proceedings of the ACM on Human-Computer Interaction, Volume 5, Issue ISS<\/em><\/p>\n\n\n\n

2020<\/strong><\/p>\n\n\n\n

Auto-Grading Jupyter Notebooks<\/strong><\/a>
H. Manzoor, A. Naik, C. Shaffer, C. North, S. Edwards
Proceedings of ACM Special Interest Group on Computer Science Education (SIGCSE) 2020<\/em><\/p>\n\n\n\n

Challenges in Evaluating Interactive Visual Machine Learning Systems<\/strong><\/a>
N. Boukhelifa, A. Bezerianos, R. Chang, C. Collins, S. Drucker, A. Endert, J. Hullman, C. North, M. Sedlmair
IEEE Computer Graphics and Applications ( Volume: 40, Issue: 6, 01 Nov.-Dec. 2020)<\/em><\/p>\n\n\n\n

CrowdTrace: Visualizing Provenance in Distributed Sensemaking<\/strong><\/a>
Tianyi Li, Yasmine Belghith, Chris North, Kurt Luther
IEEE Visualization Conference 2020 (VIS)<\/em><\/p>\n\n\n\n

Evaluating the Benefits of the Immersive Space to Think<\/strong><\/a>
Lee Lisle, Xiaoyu Chen, J.K. Edward Gitre, Chris North, Doug A. Bowman
IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops (VRW) 2020<\/em><\/p>\n\n\n\n

Interactive Artificial Intelligence: Designing for the “Two Black Boxes” Problem<\/strong><\/a>
John Wenskovitch, Chris North
IEEE<\/em> Computer ( Volume: 53, Issue: 8, August 2020)<\/em><\/p>\n\n\n\n

Making Sense of Scientific Simulation Ensembles With Semantic Interaction<\/strong><\/a>
Dahshan M, Polys N, Jayne R, Pollyea R
Computer Graphics Forum. 2020;39.<\/em><\/p>\n\n\n\n

Modelling the Effect of Computation Sampling on Insight Error in Computational Fluid Dynamics Scientific Simulation<\/strong><\/a>
Moeti Masiane, Eric Jacques, Wuchun Feng, Chris North
Journal of Engineering, Design and Technology<\/em>, Vol. 19 No. 1, 2020<\/em><\/p>\n\n\n\n

NetReAct: Interactive Learning for Network Summarization<\/strong><\/a>
Sorour E. Amiri, Bijaya Adhikari, John Wenskovitch, Alexander Rodriguez, Michelle Dowling, Chris North, B. Aditya Prakash
NeurIPS 2020 HAMLETS<\/em><\/p>\n\n\n\n

With respect to what?: simultaneous interaction with dimension reduction and clustering projections<\/strong><\/a>
John Wenskovitch, Michelle Dowling, Chris North
Proceedings of the 25th International Conference on Intelligent User Interfaces<\/em> 2020 (IUI)<\/em><\/p>\n\n\n\n

2019<\/strong><\/p>\n\n\n\n

Albireo: An Interactive Tool for Visually Summarizing Computational Notebook Structure<\/strong><\/a>
John Wenskovitch, Jian Zhao, Scott Carter, Matthew Cooper, Chris North
2019 IEEE Symposium on Visualization in Data Science (VDS)<\/em><\/p>\n\n\n\n

DeepVA: Bridging Cognition and Computation through Semantic Interaction and Deep Learning<\/strong><\/a>
Yali Bian, John Wenskovitch, Chris North
2019 IEEE Workshop on Machine Learning from User Interaction for Visualization and Analytics (MLUI)<\/em><\/p>\n\n\n\n

Dropping the Baton?: Understanding Errors and Bottlenecks in a Crowdsourced Sensemaking Pipeline<\/strong><\/a>
Tianyi Li, Chandler J. Manns, Chirs North, Kurt Luther
Proceedings of the ACM on Human-Computer Interaction, Volume 3, Issue CSCW, Article No.: 136, pp 1\u201326<\/em><\/p>\n\n\n\n

The Effect of Edge Bundling and Seriation on Sensemaking of Biclusters in Bipartite Graphs<\/strong><\/a>
Maoyuan Sun, Jian Zhao, Hao Wu, Kurt Luther, Chris North, Naren Ramakrishnan
IEEE Transactions on Visualization and Computer Graphics ( Volume: 25, Issue: 10, 01 October 2019)<\/em><\/p>\n\n\n\n

Evaluating Semantic Interaction on Word Embeddings via Simulation<\/strong><\/a>
Yali Bian, Michelle Dowling, Chris North
Evaluation of Interactive Visual Machine Learning Systems, an IEEE VIS 2019 Workshop<\/em><\/p>\n\n\n\n

Immersive Analytics: Theory and Research Agenda<\/strong><\/a>
Richard Skarbez, Nicholas F. Polys, J. Todd Ogle, Chris North, Doug A. Bowman
Frontiers in Robotics and AI, Vol 6, September 2019<\/em><\/p>\n\n\n\n

Intelligent systems for geosciences: an essential research agenda<\/strong><\/a>
Yolanda Gil, Suzanne A. Pierce, et al.
Communications of the ACM, Volume 62, Issue <\/em>1<\/p>\n\n\n\n

Interactive Bicluster Aggregation in Bipartite Graphs<\/strong><\/a>
Maoyuan Sun, David Koop, Jian Zhao, Chris North, Naren Ramakrishnan
2019 IEEE Visualization Conference (VIS)<\/em><\/p>\n\n\n\n

Interactive Visual Analytics for Sensemaking with Big Text<\/strong><\/a>
Michelle Dowling, Nathan Wycoff, Brian Mayer, John Wenskovitch, Scotland Lemon, Leanno House, Nicholas Polys, Chris North, Peter Hauck
Big Data Research<\/em>, Vol 16<\/p>\n\n\n\n

Machine Learning from User Interaction for Visualization and Analytics: A Workshop-Generated Research Agenda<\/strong><\/a>
John Wenskovitch, Michelle Dowling, Laura Grose, Chris North, Remco Chang, Alex Endert, David H. Rogers
2019 IEEE Workshop on Machine Learning from User Interaction for Visualization and Analytics (MLUI)<\/em><\/p>\n\n\n\n

Pollux: Interactive Cluster-First Projections of High-Dimensional Data<\/strong><\/a>
John Wenskovitch, Chris North
2019 IEEE Visualization in Data Science (VDS)<\/em><\/p>\n\n\n\n

Simultaneous interaction with dimension reduction and clustering projections<\/strong><\/a>
John Wenskovitch, Michelle Dowling, Chris North
IUI ’19 Companion: Companion Proceedings of the 24th International Conference on Intelligent User Interfaces<\/em><\/p>\n\n\n\n

Towards insight-driven sampling for big data visualisation<\/strong><\/a>
Moeti M. Masiane, Anne Driscoll, Wuchun Feng, John Wenskovitch, Chris North
Behaviour & Information Technology, Volume 39, 2020 – issue 7<\/em><\/p>\n\n\n\n

2018<\/strong><\/p>\n\n\n\n

Be the Data: Embodied Visual Analytics<\/strong><\/a>
Chen X, Self JZ, House L, Wenskovitch J, Sun M, Wycoff N, Evia JR, Leman S, North C
IEEE Transactions on Learning Technologies ( Volume: 11, Issue: 1, 01 Jan.-March 2018)<\/em><\/p>\n\n\n\n

A Bidirectional Pipeline for Semantic Interaction<\/strong><\/a>
Michelle Dowling, John Wenskovitch, Peter Hauck, Adam Binford, Nicholas Polys, Chris North
2018 IEEE Workshop on Machine Learning from User Interaction for Visualization and Analytics (MLUI)<\/em><\/p>\n\n\n\n

CrowdIA: Solving Mysteries with Crowdsourced Sensemaking<\/strong><\/a>
Tianyi Li, Kurt Luther, Chris North
Proceedings of the ACM on Human-Computer InteractionVolume 2, Issue CSCW, Article No.: 105pp 1\u201329<\/em><\/p>\n\n\n\n

The Effect of Semantic Interaction on Foraging in Text Analysis<\/strong><\/a>
John Wenskovitch, Lauren Bradel, Michelle Dowling, Leanna House, Chris North
2018 IEEE Conference on Visual Analytics Science and Technology (VAST)<\/em><\/p>\n\n\n\n

Immersive Human-Centered Computational Analytics<\/strong><\/a>
Wolfgang Stuerzlinger, Tim Dwyer, Steven Drucker, Carsten G\u00f6rg, Chris North, and Gerik Scheuermann
In: Marriott, K., et al. Immersive Analytics. Lecture Notes in Computer Science, vol 11190, Springer<\/em>, 2018<\/p>\n\n\n\n

Interaction for Immersive Analytics<\/strong><\/a>
Wolfgang B\u00fcschel, Jian Chen, Raimund Dachselt, Steven Drucker, Tim Dwyer, Carsten G\u00f6rg, Tobias Isenberg, Andreas Kerren, Chris North, and Wolfgang Stuerzlinger
In: Marriott, K., et al. Immersive Analytics. Lecture Notes in Computer Science, vol 11190, Springer<\/em>, 2018<\/p>\n\n\n\n

Interactive Discovery of Coordinated Relationship Chains with Maximum Entropy Models<\/strong><\/a>
Hao Wu, Maoyuan Sun, Peng Mi, Nikolaj Tatti, Chris North, Naren Ramakrishnan
ACM Transactions on Knowledge Discovery from Data, Volume 12, Issue 1, Article No.: 7, pp 1\u201334<\/em><\/p>\n\n\n\n

Observation-Level and Parametric Interaction for High-Dimensional Data Analysis<\/strong><\/a>
Jessica Zeitz Self, Michelle Dowling, John Wenskovitch, Ian Crandell, Ming Wang, Leanna House, Scotland Leman, Chris North
ACM Transactions on Interactive Intelligent Systems, Volume 8, Issue 2, Article No.: 15, pp 1\u201336<\/em><\/p>\n\n\n\n

Smooth, Efficient, and Interruptible Zooming and Panning<\/strong><\/a>
Andrew McCal Reach, Chris North
IEEE Transactions on Visualization and Computer GraphicsVolume 25, Issue 2, February 2019, pp 1421\u20131434<\/em><\/p>\n\n\n\n

Towards a Systematic Combination of Dimension Reduction and Clustering in Visual Analytics<\/strong><\/a>
John Wenskovitch, Ian Crandell, Naren Ramakrishna,; Leanna House, Scotland Leman, Chris North
IEEE Transactions on Visualization and Computer Graphics ( Volume: 24, Issue: 1, January 2018)<\/em><\/p>\n\n\n\n

2017<\/strong><\/p>\n\n\n\n

Bringing interactive visual analytics to the classroom for developing EDA skills<\/strong><\/a>
Jessica Zeitz, Nathan Self, Leanna House, Jane Robertson Evia, Scotland Leman, Chris North
Journal of Computing Sciences in Colleges, Volume 33, Issue 3, pp 115\u2013125<\/em><\/p>\n\n\n\n

Observation-Level Interaction with Clustering and Dimension Reduction Algorithms<\/strong><\/a>
John Wenskovitch, Chris North
HILDA ’17: Proceedings of the 2nd Workshop on Human-In-the-Loop Data Analytics<\/em><\/p>\n\n\n\n

Portable Parallel Design of Weighted Multi-Dimensional Scaling for Real-Time Data Analysis<\/strong><\/a>
Sajal Dash, Anshuman Verma, Chris North, Wu-chun Feng
2017 IEEE 19th International Conference on High Performance Computing and Communications (HPCC)<\/em><\/p>\n\n\n\n

2016<\/strong><\/p>\n\n\n\n

AVIST: A GPU-Centric Design for Visual Exploration of Large Multidimensional Datasets<\/strong><\/a>
Peng Mi, Maoyuan Sun, Moeti Masiane, Yong Cao, Chris North
Informatics 3(4), 2016<\/em><\/p>\n\n\n\n

Be the data: A new approach for lmmersive analytics<\/strong><\/a>
Xin Chen, Jessica Zeitz Self, Leanna House, Chris North
2016 Workshop on Immersive Analytics (IA)<\/em><\/p>\n\n\n\n

BiSet: Semantic Edge Bundling with Biclusters for Sensemaking<\/strong><\/a>
M. Sun, M. Peng, C. North, N. Ramakrishnan
IEEE Transactions on Visualization and Computer Graphics, 22(1):310-319<\/em><\/p>\n\n\n\n

Bridging the gap between user intention and model parameters for human-in-the-loop data analytics<\/strong><\/a>
Jessica Zeitz Self, Radha Krishnan Vinayagam, J. T. Fry, Chris North
HILDA ’16: Proceedings of the Workshop on Human-In-the-Loop Data Analytics<\/em><\/p>\n\n\n\n

Interactive Graph Layout of a Million Nodes<\/strong><\/a>
Peng Mi, Maoyuan Sun, Moeti Masiane, Yong Cao, Chris North
Informatics 3(4), 2016<\/em><\/p>\n\n\n\n

2015<\/strong><\/p>\n\n\n\n

Bandlimited OLAP cubes for interactive big data visualization<\/strong><\/a>
Caleb Reach, Chris North
2015 IEEE 5th Symposium on Large Data Analysis and Visualization (LDAV)<\/em><\/p>\n\n\n\n

Big Text Visual Analytics in Sensemaking<\/a>
<\/strong>Lauren Bradel, Nathan Wycoff, Leanna House, Chris North
2015 Big Data Visual Analytics (BDVA)<\/em><\/p>\n\n\n\n

Four considerations for supporting visual analysis in display ecologies<\/a><\/strong>
Haeyong Chung, Chris North, Sarang Joshi, Jian Chen
2015 IEEE Conference on Visual Analytics Science and Technology (VAST)<\/em><\/p>\n\n\n\n

Semantic Interaction: Coupling Cognition and Computation through Usable Interactive Analytics<\/a><\/strong>
Alex Endert, Remco Chang, Chris North, Michelle Zhou
IEEE Computer Graphics and Applications<\/em>, 35(4)<\/p>\n\n\n\n

Visualizing Traffic Causality for Analyzing Network Anomalies<\/a><\/strong>
Hao Zhang, Maoyuan Sun, Danfeng Yao, Chris North
IWSPA ’15: Proceedings of the 2015 ACM International Workshop on International Workshop on Security and Privacy Analytics<\/em><\/p>\n\n\n\n

2014<\/strong><\/p>\n\n\n\n

Augmenting the educational curriculum with the visual analytics science and technology challenge: opportunities and pitfalls<\/a><\/strong>
Christian Rohrdantz, Florian Mansmann, Chris North, Daniel A. Keim
Information Visualization<\/em>, 13(4)<\/em><\/p>\n\n\n\n

Event-based text visual analytics<\/a><\/strong>
Ji Wang, Lauren Bradel, Chris North
2014 IEEE Conference on Visual Analytics Science and Technology (VAST)<\/em><\/p>\n\n\n\n

A Five-Level Design Framework for Bicluster Visualizations<\/a><\/strong>
Maoyuan Sun, Chris North, Naren Ramakrishnan
IEEE Transactions on Visualization and Computer Graphics, 20(12)<\/em><\/p>\n\n\n\n

The human is the loop: new directions for visual analytics<\/a><\/strong>
Alex Endert, M. Shahriar Hossain, Naren Ramakrishnan, Chris North, Patrick Fiaux, Christopher Andrews
Journal of Intelligent Information Systems, Vol 43<\/em><\/p>\n\n\n\n

Making sense of daily life data: From commonalities to anomalies<\/strong><\/a>
Ji Wang, Peng Mi, Chris North
2014 IEEE Conference on Visual Analytics Science and Technology (VAST)<\/em><\/p>\n\n\n\n

ReCloud: semantics-based word cloud visualization of user reviews<\/strong><\/a>
Ji Wang, Jian Zhao, Sheng Guo, Chris North, Naren Ramakrishnan
GI ’14: Proceedings of Graphics Interface 2014<\/em><\/p>\n\n\n\n

The role of interactive biclusters in sensemaking<\/strong><\/a>
Maoyuan Sun, Lauren Bradel, Chris North, Naren Ramakrishnan
CHI ’14: Proceedings of the SIGCHI Conference on Human Factors in Computing Systems<\/em><\/p>\n\n\n\n

Semantic Interaction for Visual Analytics: Toward Coupling Cognition and Computation<\/strong><\/a>
Alex Endert
IEEE Computer Graphics and Applications, 34(4)<\/em><\/p>\n\n\n\n

StarSpire: Multi-model semantic interaction for text analytics<\/a><\/strong>
Lauren Bradel, Chris North, Leanna House, Scotland Leman
2014 IEEE Conference on Visual Analytics Science and Technology (VAST)<\/em><\/p>\n\n\n\n

A Survey of Software Frameworks for Cluster-Based Large High-Resolution Displays<\/strong><\/a>
Haeyong Chung, Christopher Andrews, Chris North
IEEE Transactions on Visualization and Computer Graphics, 20(8)<\/em><\/p>\n\n\n\n

VisPorter: facilitating information sharing for collaborative sensemaking on multiple displays<\/strong><\/a>
Haeyong Chung, Chris North, Jessica Zeitz Self, Sharon Chu, Francis Quek
Personal and Ubiquitous Computing, Vol 18<\/em><\/p>\n\n\n\n

2013<\/strong><\/p>\n\n\n\n

Auto-Highlighter: Identifying Salient Sentences in Text<\/strong><\/a>
Jessica Zeitz Self, Rebecca Zeitz, Chris North, Alan L. Breitler
2013 IEEE International Conference on Intelligence and Security Informatics<\/em><\/p>\n\n\n\n

Beyond Control Panels: Direct Manipulation for Visual Analytics<\/strong><\/a>
Alex Endert, Lauren Bradel, Chris North
IEEE Computer Graphics and Applications, 33(4)<\/em><\/p>\n\n\n\n

Bixplorer: Visual Analytics with Biclusters<\/a><\/strong>
Patrick Fiaux, Maoyuan Sun, Lauren Bradel, Chris North, Naren Ramakrishnan, Alex Endert
IEEE Computer ( Volume: 46, Issue: 8, August 2013)<\/em><\/p>\n\n\n\n

A comparison of two display models for collaborative sensemaking<\/strong><\/a>
Haeyong Chung, Sharon Lynn Chu, Chris North
PerDis ’13: Proceedings of the 2nd ACM International Symposium on Pervasive Displays<\/em><\/p>\n\n\n\n

Developing Large High-Resolution Display Visualizations of High-Fidelity Terrain Data <\/strong><\/a>
Haeyong Chung, Chris North, John Ferris
J. Comput. Inf. Sci. Eng.<\/em><\/p>\n\n\n\n

Fisheye word cloud for temporal sentiment exploration<\/strong><\/a>
Ji Wang, Kyle D. Dent, Chris North
CHI EA ’13: CHI ’13 Extended Abstracts on Human Factors in Computing Systems<\/em><\/p>\n\n\n\n

How analysts cognitively \u201cconnect the dots\u201d<\/strong><\/a>
Lauren Bradel, Jessica Zeitz Self, Alex Endert, M. Shahriar Hossain, Chris North, Naren Ramakrishnan
2013 IEEE International Conference on Intelligence and Security Informatics<\/em><\/p>\n\n\n\n

An image-space energy-saving visualization scheme for OLED displays<\/strong><\/a>
Haidong Chen, Ji Wang, Weifeng Chen, Huamin Qu, Wei Chen
Computers & Graphics, vol 38<\/em><\/p>\n\n\n\n

The Impact of Physical Navigation on Spatial Organization for Sensemaking<\/strong><\/a>
Christopher Andrews, Chris North
IEEE Transactions on Visualization and Computer Graphics, 19(12)<\/em><\/p>\n\n\n\n

Large high resolution displays for co-located collaborative sensemaking: Display usage and territoriality<\/strong><\/a>
Lauren Bradel, Alex Endert, Kristen Koch, Christopher Andrews, Chris North
International Journal of Human-Computer Studies, 71(11)<\/em><\/p>\n\n\n\n

Semantics of Directly Manipulating Spatializations<\/strong><\/a>
Xinran Hu, Lauren Bradel, Dipayan Maiti, Leanna House, Chris North, Scotland Leman
IEEE Transactions on Visualization and Computer Graphics, 19(12)<\/em><\/p>\n\n\n\n

Visual to Parametric Interaction (V2PI)<\/strong><\/a>
Scotland C. Leman, Leanna House, Dipayan Maiti, Alex Endert, Chris North
PLoS ONE 8(3)<\/em><\/p>\n\n\n\n

2012<\/strong><\/p>\n\n\n\n

Analyst’s Workspace: An embodied sensemaking environment for large, high-resolution displays<\/strong><\/a>
Christopher Andrews, Chris North
2012 IEEE Conference on Visual Analytics Science and Technology (VAST)<\/em><\/p>\n\n\n\n

Designing large high-resolution display workspaces<\/strong><\/a>
Alex Endert, Lauren Bradel, Jessica Zeitz, Christopher Andrews, Chris North
AVI ’12: Proceedings of the International Working Conference on Advanced Visual Interfaces<\/em><\/p>\n\n\n\n

Dynamic analysis of large datasets with animated and correlated views<\/strong><\/a>
Yong Cao, Reese Moore, Peng Mi, Alex Endert, Chris North, Randy Marchany
2012 IEEE Conference on Visual Analytics Science and Technology (VAST)<\/em><\/p>\n\n\n\n

How spatial layout, interactivity, and persistent visibility affect learning with large displays<\/strong><\/a>
Eric D. Ragan, Alex Endert, Doug A. Bowman, Francis Quek
AVI ’12: Proceedings of the International Working Conference on Advanced Visual Interfaces<\/em><\/p>\n\n\n\n

Pixel-oriented Treemap for multiple displays<\/strong><\/a>
Haeyong Chung, Yong Ju Cho, Jessica Self, Chris North
2012 IEEE Conference on Visual Analytics Science and Technology (VAST)<\/em><\/p>\n\n\n\n

Semantic Interaction for Sensemaking: Inferring Analytical Reasoning for Model Steering<\/strong><\/a>
Alex Endert, Patrick Fiaux, Chris North
IEEE Transactions on Visualization and Computer Graphics, 18(12)<\/em><\/p>\n\n\n\n

Semantic interaction for visual text analytics<\/strong><\/a>
Alex Endert, Patrick Flaux, Chris North
CHI ’12: Proceedings of the SIGCHI Conference on Human Factors in Computing Systems<\/em><\/p>\n\n\n\n

The semantics of clustering: analysis of user-generated spatializations of text documents<\/strong><\/a>
Alex Endert, Seth Pox, Dipayan Maiti, Scotland Leman, Chris North
AVI ’12: Proceedings of the International Working Conference on Advanced Visual Interfaces<\/em><\/p>\n\n\n\n

2011<\/strong><\/p>\n\n\n\n

Analyst’s workspace: Protecting vastopolis<\/strong><\/a>
Christopher Andrews, M. Shahriar Hossain, Samah Gad, Naren Ramakrishnan, Chris North
2011 IEEE Conference on Visual Analytics Science and Technology (VAST)<\/em><\/p>\n\n\n\n

ChairMouse: leveraging natural chair rotation for cursor navigation on large, high-resolution displays<\/strong><\/a>
Alex Endert, Patrick Flaux, Haeyong Chung, Micheal Stewart, Christopher Andrews, Chris North
CHI EA ’11: CHI ’11 Extended Abstracts on Human Factors in Computing Systems<\/em><\/p>\n\n\n\n

Co-located Collaborative Sensemaking on a Large High-Resolution Display with Multiple Input Devices<\/strong><\/a>
Katherine Vogt, Lauren Bradel, Christopher Andrews, Chris North, Alex Endert, Duke Hutchings
Human-Computer Interaction \u2013 INTERACT 2011<\/em><\/p>\n\n\n\n

A comparison of benchmark task and insight evaluation methods for information visualization<\/strong><\/a>
Chris North, Purvi Saraiya, Karen DucaView
Information Visualization, 10(3)<\/em><\/p>\n\n\n\n

Design and evaluation of freehand menu selection interfaces using tilt and pinch gestures<\/strong><\/a>
T. Ni, D. Bowman, C. North, R. McMahan
Intl. Journal of Human-Computer Studies, 69(9)<\/em><\/p>\n\n\n\n

The effects of spatial layout and view control on cognitive processing<\/strong><\/a>
Eric D. Ragan, Alex Endert, Doug A. Bowman, Francis Quek
CHI EA ’11: CHI ’11 Extended Abstracts on Human Factors in Computing Systems<\/em><\/p>\n\n\n\n

Helping intelligence analysts make connections<\/strong><\/a>
M. Shahriar Hossain, Christopher Andrews, Naren Ramakrishnan, Chris North
AAAIWS’11-17: Proceedings of the 17th AAAI Conference on Scalable Integration of Analytics and Visualization<\/em><\/p>\n\n\n\n

Information visualization on large, high-resolution displays: Issues, challenges, and opportunities<\/strong><\/a>
Christopher Andrews, Alex Endert, Chris North
Information Visualization, 10(4)<\/em><\/p>\n\n\n\n

Observation-level interaction with statistical models for visual analytics<\/strong><\/a>
Alex Endert, Chao Han, Dipayan Maiti, Leanna House, Scotland Leman, Chris North
2011 IEEE Conference on Visual Analytics Science and Technology (VAST)<\/em><\/p>\n\n\n\n

The role of Depth and Gestalt cues in information-rich virtual environments<\/strong><\/a>
N. Polys, D. Bowman, C. North
Intl. Journal of Human-Computer Studies. 69(1-2)<\/em><\/p>\n\n\n\n

Supporting the cyber analytic process using visual history on large displays<\/strong><\/a>
Ankit Singh, Lauren bradel, Alex Endert, Robert Kincaid, Christopher Andrews, Chris North
VizSec ’11: Proceedings of the 8th International Symposium on Visualization for Cyber Security<\/em><\/p>\n\n\n\n

Visual encodings that support physical navigation on large displays<\/strong><\/a>
Alex Endert, Christopher Andrews, Yueh Hua Lee, Chris North
GI ’11: Proceedings of Graphics Interface 2011<\/em><\/p>\n\n\n\n

2010<\/strong><\/p>\n\n\n\n

Comparing benchmark task and insight evaluation methods on timeseries graph visualizations<\/strong><\/a>
P. Saraiya, C. North, K. Duca
BELIV 2010 Workshop (BEyond time and errors: novel evaLuation methods for Information Visualization) at ACM CHI 2010<\/em><\/p>\n\n\n\n

The Effect of Presenting Long Documents with Large High-Resolution Displays on Comprehension of Content and User Experience<\/strong><\/a>
Seungwon Yang, Haeyong Chung, Chris North, Edward A. Fox
the 13th International Symposium on Electronic Theses and Dissertations (ETD’ 10<\/em>)<\/p>\n\n\n\n

Space to think: large high-resolution displays for sensemaking<\/strong><\/a>
Christopher Andrews, Alex Endert, Chris North
CHI ’10: Proceedings of the SIGCHI Conference on Human Factors in Computing Systems<\/em><\/p>\n\n\n\n

Towards efficient collaboration in cyber security<\/strong><\/a>
Peter Hui, Joe Bruce, Glenn Fink, Michelle Gregory, Daniel Best, Liam McGrath, Alex Endert
2010 International Symposium on Collaborative Technologies and Systems<\/em><\/p>\n\n\n\n

Visualizing biological data\u2014now and in the future<\/strong><\/a>
S. O’Donoghue, A. Gavin, N. Gehlenborg, D. Goodsell, J. H\u00e9rich\u00e9, C. Nielsen, C. North, A. Olson, J. Procter, D. Shattuck, T. Walter, B. Wong
Nature Methods, 7(3s)<\/em><\/p>\n\n\n\n

VizCept: Supporting synchronous collaboration for constructing visualizations in intelligence analysis<\/strong><\/a>
Haeyong Chung, Seungwon Yang, Naveed Massjouni, Christopher Andrews, Rahul Kanna, Chris North
2010 IEEE Symposium on Visual Analytics Science and Technology<\/em><\/p>\n\n\n\n

2009<\/strong><\/p>\n\n\n\n

Co-located Many-Player Gaming on Large High-Resolution Displays<\/strong><\/a>
David Machaj, Christopher Andrews, Chris North
2009 International Conference on Computational Science and Engineering<\/em><\/p>\n\n\n\n

A Comparison of User-Generated and Automatic Graph Layouts<\/strong><\/a>
Tim Dwyer, Bongshin Lee, Danyel Fisher, Kori Inkpen Quinn, Petra Isenberg, George Robertson, Chris North
IEEE Transactions on Visualization and Computer Graphics, 15(6)<\/em><\/p>\n\n\n\n

A multiscale interaction technique for large, high-resolution displays<\/strong><\/a>
Sarah M. Peck, Chris North, Doug Bowman
2009 IEEE Symposium on 3D User Interfaces<\/em><\/p>\n\n\n\n

Professional analysts using a large, high-resolution display<\/strong><\/a>
Alex Endert, Christopher Andrews, Glenn A. Fink, Chris North
2009 IEEE Symposium on Visual Analytics Science and Technology<\/em><\/p>\n\n\n\n

Shaping the Display of the Future: The Effects of Display Size and Curvature on User Performance and Insights<\/strong><\/a>
Lauren Shupp, Christopher Andrews, Margaret Dickey-Kurdziolek, Beth Yost, Chris North
Human\u2013Computer Interaction, 24(1-2)<\/em><\/p>\n\n\n\n

Understanding Multi-touch Manipulation for Surface Computing<\/a>
<\/strong>Chris North, Tim Dwyer, Bongshin Lee, Danyel Fisher, Petra Isenberg, George Robertson, Kori Inkpen
Human-Computer Interaction \u2013 INTERACT 2009<\/em><\/p>\n\n\n\n

VAST contest dataset use in education<\/strong><\/a>
<\/strong>Mark A. Whiting, Chris North, Alex Endert, Jean Scholtz, Jereme Haack, Carrie Varley, Jim Thomas
2009 IEEE Symposium on Visual Analytics Science and Technology<\/em><\/p>\n\n\n\n

Visualizing cyber security: Usable workspaces<\/strong><\/a>
<\/strong>Glenn A. Fink, Christopher L. North, Alex Endert, Stuart Rose
2009 6th International Workshop on Visualization for Cyber Security<\/em><\/p>\n\n\n\n

2008<\/strong><\/p>\n\n\n\n

A Digital Library for Recovery, Research, and Learning from April 16, 2007 at Virginia Tech<\/strong><\/a>
<\/strong>E. Fox, C. Andrews, W. Fan, J. Jiao, A. Kassahun, S.C. Lu, Y. Ma, C. North, N. Ramakrishnan, A. Scarpa, B. Friedman, S. Sheetz, D. Shoemaker, V. Srinivasan, S. Yang, and L. Boutwelle
Traumatology, 14(1)<\/em><\/p>\n\n\n\n

The effects of peripheral vision and physical navigation on large scale visualization<\/strong><\/a>
<\/strong>Robert Ball, Chris North
Proceedings of Graphics Interface 2008 (GI)<\/em><\/p>\n\n\n\n

Unification of problem solving environment implementation layers with XML-based specifications<\/strong><\/a>
<\/strong>Jiang Shu, Layne T. Watson, Naren Ramakrishnan, Frederick A. Kamke, Christopher L. North
Advances in Engineering Software, 39(3)<\/em><\/p>\n\n\n\n

2007<\/strong><\/p>\n\n\n\n

Beyond visual acuity: the perceptual scalability of information visualizations for large displays<\/strong><\/a>
<\/strong>Beth Yost, Yonca Haciahmetoglu, Chris North
CHI ’07: Proceedings of the SIGCHI Conference on Human Factors in Computing Systems<\/em><\/p>\n\n\n\n

High-resolution displays enhancing geo-temporal data visualizations<\/strong><\/a>
<\/strong>John Booker, Timothy Buennemeyer, Andrew Sabri, Chris North
ACM-SE 45: Proceedings of the 45th annual southeast regional conference<\/em><\/p>\n\n\n\n

High-resolution gaming: Interfaces, notifications, and the user experience<\/strong><\/a>
<\/strong>Andrew J Sabri, Robert G Ball, Alain Fabian, Saurabh Bhatia, Chris North
Interacting with Computers ( Volume: 19, Issue: 2, March 2007)<\/em><\/p>\n\n\n\n

Move to improve: promoting physical navigation to increase user performance with large displays<\/strong><\/a>
<\/strong>Robert Ball, Chris North, Doug A. Bowman
CHI ’07: Proceedings of the SIGCHI Conference on Human Factors in Computing Systems<\/em><\/p>\n\n\n\n

Realizing embodied interaction for visual analytics through large displays<\/strong><\/a>
<\/strong>Robert Ball, Chris North
Computers and Graphics, 31(3)<\/em><\/p>\n\n\n\n

Special Issue in Honor of Ben Shneiderman’s 60th Birthday: Reflections on Human-Computer Interaction<\/strong><\/a>
<\/strong>Catherine Plaisant, Chris North
International Journal of Human\u2013Computer Interaction, Vol 23<\/em><\/p>\n\n\n\n

Workshop report: information visualization-human-centered issues in visual representation, interaction, and evalution<\/strong><\/a>
<\/strong>Andreas Kerren, John T. Stasko, Jean-Daniel Fekete, Chris North
Information Visualization, 6(3)<\/em><\/p>\n\n\n\n

2006<\/strong><\/p>\n\n\n\n

Bridging the host-network divide: survey, taxonomy, and solution<\/a>
<\/strong>Glenn A. Fink, Vyas Duggirala, Ricardo Correa, Chris North
LISA ’06: Proceedings of the 20th conference on Large Installation System Administration<\/em><\/p>\n\n\n\n

Evaluation of viewport size and curvature of large, high-resolution displays<\/a>
<\/strong>Lauren Shupp, Robert Ball, Beth Yost, John Booker,Chris North
GI ’06: Proceedings of Graphics Interface 2006<\/em><\/p>\n\n\n\n

An Insight-Based Longitudinal Study of Visual Analytics<\/strong><\/a>
<\/strong>P. Saraiya, C. North, Vy Lam, K.A. Duca
IEEE Transactions on Visualization and Computer Graphics, 12(6)<\/em><\/p>\n\n\n\n

Making a Case for HCI: Exploring Benefits of Visualization for Case Studies <\/strong><\/a>
<\/strong>Brandon Berry, Laurian Hobby, D. Scott McCrickard, Chris North, Manuel A. P\u00e9rez-Qui\u00f1ones
World Conference on Educational Multimedia\/Hypermedia and Educational Telecommunications (ED-MEDIA ’06)<\/em><\/p>\n\n\n\n

The Perceptual Scalability of Visualization<\/strong><\/a>
<\/strong>Beth Yost, Chris North
IEEE Transactions on Visualization and Computer Graphics, 12(5)<\/em><\/p>\n\n\n\n

A Survey of Large High-Resolution Display Technologies, Techniques, and Applications<\/strong><\/a>
<\/strong>Tao Ni, G.S. Schmidt, O.G. Staadt, M.A. Livingston, R. Ball, R. May
IEEE Virtual Reality Conference (VR 2006)<\/em><\/p>\n\n\n\n

Toward measuring visualization insight<\/strong><\/a>
<\/strong>Chris North
IEEE Computer Graphics and Applications ( Volume: 26, Issue: 3, May-June 2006)<\/em><\/p>\n\n\n\n

Vizability: a tool for usability engineering process improvement through the visualization of usability problem data<\/strong><\/a>
<\/strong>Pardha S. Pyla, Jonathan R. Howarth, Chris Catanzaro, Chris North
ACM-SE 44: Proceedings of the 44th annual Southeast regional conference<\/em><\/p>\n\n\n\n

2005<\/strong><\/p>\n\n\n\n

Analysis of user behavior on high-resolution tiled displays<\/strong><\/a>
<\/strong>Robert Ball, Chris North
INTERACT’05: Proceedings of the 2005 IFIP TC13 international conference on Human-Computer Interaction<\/em><\/p>\n\n\n\n

Bioinformatics visualization: introduction to the special issue<\/strong><\/a>
<\/strong>Chris North, Therese-Marie Rhyne, Karen Duca
Information Visualization, 4(3)<\/em><\/p>\n\n\n\n

Effects of tiled high-resolution display on basic visualization and navigation tasks<\/strong><\/a>
<\/strong>Robert Ball, Chris North
CHI EA ’05: CHI ’05 Extended Abstracts on Human Factors in Computing Systems<\/em><\/p>\n\n\n\n

Information Visualization<\/strong><\/a>
<\/strong>Chris North
Handbook of Human Factors and Ergonomics, 3rd Edition<\/em><\/p>\n\n\n\n

An insight-based methodology for evaluating bioinformatics visualizations<\/strong><\/a>
<\/strong>P. Saraiya, C. North, K. Duca
IEEE Transactions on Visualization and Computer Graphics, 11(4)<\/em><\/p>\n\n\n\n

Learnability of interactive coordinated-view visualizations<\/strong><\/a>
<\/strong>S. Krishnamoorthy, C. North
Ninth International Conference on Information Visualisation (IV’05)<\/em><\/p>\n\n\n\n

Root polar layout of Internet address data for security administration<\/strong><\/a>
<\/strong>G.A. Fink, C. North
IEEE Workshop on Visualization for Computer Security, 2005. (VizSEC 05).<\/em><\/p>\n\n\n\n

Single complex glyphs versus multiple simple glyphs<\/strong><\/a>
<\/strong>Beth Yost, Chris North
CHI EA ’05: CHI ’05 Extended Abstracts on Human Factors in Computing Systems<\/em><\/p>\n\n\n\n

Tracking User Navigation and Performance on High-Resolution Displays using a Dynamic Real-Time Strategy Game<\/strong><\/a>
<\/strong>Ball R, Sabri A, Varghese M, North C.
Compendium of IEEE Symposium on Information Visualization (InfoVis 2005)<\/em><\/p>\n\n\n\n

Visual correlation of host processes and network traffic<\/strong><\/a>
<\/strong>G.A. Fink; P. Muessig; C. North
IEEE Workshop on Visualization for Computer Security, 2005. (VizSEC 05).<\/em><\/p>\n\n\n\n

Visualization of graphs with associated timeseries data<\/strong><\/a>
<\/strong>Purvi Saraiya, P. Lee, C. North
IEEE Symposium on Information Visualization, 2005. INFOVIS 2005.<\/em><\/p>\n\n\n\n

Visualizing Biological Pathways: Requirements Analysis, Systems Evaluation and Research Agenda<\/strong><\/a>
<\/strong>Purvi Saraiya, Chris North, Karen Duca
Information Visualization, 4(3)<\/em><\/p>\n\n\n\n

2004<\/strong><\/p>\n\n\n\n

Effective features of algorithm visualizations<\/strong><\/a>
<\/strong>Purvi Saraiya, Clifford A. Shaffer, D. Scott McCrickard, Chris North
ACM SIGCSE Bulletin, 36(1)<\/em><\/p>\n\n\n\n

Exploring the Benefits of Immersion in Abstract Information Visualization<\/strong><\/a>
<\/strong>D. Raja, D. Bowman, J. Lucas, C. North
8th International Immersive Projection Technology Workshop, 2004<\/em><\/p>\n\n\n\n

An Evaluation of Microarray Visualization Tools for Biological Insight<\/strong><\/a>
<\/strong>P. Saraiya, C. North, K. Duca
IEEE Symposium on Information Visualization 2004<\/em><\/p>\n\n\n\n

Home-centric visualization of network traffic for security administration<\/strong><\/a>
<\/strong>Robert Ball, Glenn A. Fink, Chris North
VizSEC\/DMSEC ’04: Proceedings of the 2004 ACM workshop on Visualization and data mining for computer security<\/em><\/p>\n\n\n\n

Multidimensional visualization of project control data<\/strong><\/a>
<\/strong>A.D. Songer, B. Hays, C. North
Construction Innovation, 4(3)<\/em><\/p>\n\n\n\n

PathSim visualizer: an Information-Rich Virtual Environment framework for systems biology<\/strong><\/a>
<\/strong>Nicholas F. Polys, Doug A. Bowman, Chris North, Reinhard Laubenbadcher, Karen Duca
Web3D ’04: Proceedings of the ninth international conference on 3D Web technology<\/em><\/p>\n\n\n\n

2003<\/strong><\/p>\n\n\n\n

Empirical comparison of dynamic query sliders and brushing histograms<\/strong><\/a>
<\/strong>Qing Li, Chris North
IEEE Symposium on Information Visualization (InfoVis) 2003<\/em><\/p>\n\n\n\n

Exploring Cognitive Strategies for Integrating Multiple-View Visualizations<\/strong><\/a>
<\/strong>Y.S. Ryu, B. Yost, G. Convertino, J. Chen, C. North
Human Factors and Ergonomics Society 47th Annual Meeting (HFES), 2003<\/em><\/p>\n\n\n\n

Exploring context switching and cognition in dual-view coordinated visualizations<\/strong><\/a>
<\/strong>G. Convertino, J. Chen, B. Yost, Y.-S. Ryu, C. North
Proceedings International Conference on Coordinated and Multiple Views in Exploratory Visualization – CMV 2003<\/em><\/p>\n\n\n\n

Fusion: interactive coordination of diverse data, visualizations, and mining algorithms<\/strong><\/a>
<\/strong>Chris North, Nathan Conklin, Kiran Indukuri, Varun Saini, Qiang Yu
CHI EA ’03: CHI ’03 Extended Abstracts on Human Factors in Computing Systems<\/em><\/p>\n\n\n\n

Information-rich virtual environments: theory, tools, and research agenda<\/strong><\/a>
<\/strong>Doug A. Bowman, Chris North, Jian Chen, Nicholas F. Polys, Pardha S. Pyla, Umur Yilmaz
VRST ’03: Proceedings of the ACM symposium on Virtual reality software and technology<\/em><\/p>\n\n\n\n

2002<\/strong><\/p>\n\n\n\n

Breakdown visualization: multiple foci polyarchies of values and attributes<\/strong><\/a>
<\/strong>Prabhakar S, Conklin N, North C, Thirunavukkarasu M, Dandapani A, Panchanathan G
CHI EA ’02: CHI ’02 Extended Abstracts on Human Factors in Computing Systems<\/em><\/p>\n\n\n\n

An Evaluation of Information Visualization in Attention-Limited Environments<\/strong><\/a>
<\/strong>Jacob Somervell, D. Scott McCrickard, Chris North, Maulik Shukla
VISSYM ’02: Proceedings of the symposium on Data Visualisation 2002<\/em><\/p>\n\n\n\n

Evolving visual metaphors and dynamic tools for bioinformatics visualization<\/strong><\/a>
<\/strong>Rhyne TM, Dunning, Jr. TH, Calapristi G, North C, Gresh D
VIS ’02: Proceedings of the conference on Visualization ’02<\/em><\/p>\n\n\n\n

An ordering of secondary task display attributes<\/strong><\/a>
<\/strong>Tessendorf D, Chewar CM, Ndiwalana A, Pryor J, McCrickard SD, North C
CHI EA ’02: CHI ’02 Extended Abstracts on Human Factors in Computing Systems<\/em><\/p>\n\n\n\n

A radial focus+context visualization for multi-dimensional functions<\/strong><\/a>
<\/strong>S. Jayaraman, C. North
IEEE Visualization, 2002. VIS 2002.<\/em><\/p>\n\n\n\n

Secondary Task Display Attributes – Optimizing Visualizations for Cognitive Task Suitability and Interference Avoidance<\/strong><\/a>
<\/strong>Chewar CM, McCrickard SD, Ndiwalana A, North C, Pryor J, Tessendorf D
VISSYM ’02: Proceedings of the symposium on Data Visualisation 2002<\/em><\/p>\n\n\n\n

Visualization Schemas and a Web-Based Architecture for Custom Multiple-View Visualization of Multiple-Table Databases<\/strong><\/a>
<\/strong>Chris North, Nathan Conklin, Kiran Indukuri, Varun Saini
Information Visualization, 1(3-4)<\/em><\/p>\n\n\n\n

Visualization schemas for flexible information visualization<\/strong><\/a>
<\/strong>C. North, N. Conklin, V. Saini
IEEE Symposium on Information Visualization, 2002. INFOVIS 2002.<\/em><\/p>\n\n\n\n

2001<\/strong><\/p>\n\n\n\n

Component-based, user-constructed, multiple-view visualization<\/strong><\/a>
<\/strong>Chris North, Ben Shneiderman
CHI EA ’01: CHI ’01 Extended Abstracts on Human Factors in Computing Systems<\/em><\/p>\n\n\n\n

Dynamic queries and brushing on choropleth maps<\/strong><\/a>
<\/strong>G. Dang, C. North, B. Shneiderman
International Conference on Information Visualisation (IV), 2001<\/em><\/p>\n\n\n\n

2000 and earlier<\/strong><\/p>\n\n\n\n

Snap-together visualization: a user interface for coordinating visualizations via relational schemata<\/strong><\/a>
<\/strong>Chris North, Ben Shneiderman
AVI ’00: Proceedings of the working conference on Advanced visual interfaces, 2000<\/em><\/p>\n\n\n\n

Snap-together visualization: can users construct and operate coordinated visualizations?<\/strong><\/a>
<\/strong>Chris North, Ben Shneiderman
International Journal of Human-Computer Studies, 53(5), 2000<\/em><\/p>\n\n\n\n

Temporal, Geographical and Categorical Aggregations Viewed through Coordinated Displays: A Case Study with Highway Incident Data<\/strong><\/a>
<\/strong>Anna Fredrikson, Chris North, Catherine Plaisant, Ben Shneiderman
ACM International Conference on Information and Knowledge Management (CIKM) 1999<\/em>; Reprinted in The Craft of Information Visualization<\/em><\/p>\n\n\n\n

Robust, end-user programmable, multiple-window coordination<\/strong><\/a>
<\/strong>Chris North
CHI ’98: CHI 98 Conference Summary on Human Factors in Computing Systems, 1998<\/em><\/p>\n\n\n\n

Browsing anatomical image databases: a case study of the visible human<\/strong><\/a>
<\/strong>Chris North, Flip Korn
CHI ’96: Conference Companion on Human Factors in Computing Systems, 1996<\/em><\/p>\n\n\n\n

User controlled overviews of an image library: a case study of the visible human<\/strong><\/a>
<\/strong>Chris North, Ben Shneiderman, Catherine Plaisant
DL ’96: Proceedings of the first ACM international conference on Digital Libraries, 1996<\/em><\/p>\n\n\n\n

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<\/p>\n","protected":false},"excerpt":{"rendered":"

2025 Towards an Embodied Composition Framework for Organizing Immersive Computational NotebooksSungwon In, Eric Krokos, Kirsten Whitley, Chris North, and Yalong YangVRST’25: ACM Symposium on Virtual Reality Software and Technology Investigating Seamless Transitions Between Immersive Computational Notebooks and Embodied Data InteractionsSungwon In, Eric Krokos, Kirsten Whitley, Chris North, and Yalong YangVRST’25: ACM Symposium on Virtual Reality … <\/p>\n

Continue reading “Papers”<\/span><\/a><\/p>\n","protected":false},"author":459,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-40","page","type-page","status-publish","hentry","entry"],"_links":{"self":[{"href":"https:\/\/wordpress.cs.vt.edu\/infovis\/wp-json\/wp\/v2\/pages\/40","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/wordpress.cs.vt.edu\/infovis\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/wordpress.cs.vt.edu\/infovis\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/wordpress.cs.vt.edu\/infovis\/wp-json\/wp\/v2\/users\/459"}],"replies":[{"embeddable":true,"href":"https:\/\/wordpress.cs.vt.edu\/infovis\/wp-json\/wp\/v2\/comments?post=40"}],"version-history":[{"count":317,"href":"https:\/\/wordpress.cs.vt.edu\/infovis\/wp-json\/wp\/v2\/pages\/40\/revisions"}],"predecessor-version":[{"id":1197,"href":"https:\/\/wordpress.cs.vt.edu\/infovis\/wp-json\/wp\/v2\/pages\/40\/revisions\/1197"}],"wp:attachment":[{"href":"https:\/\/wordpress.cs.vt.edu\/infovis\/wp-json\/wp\/v2\/media?parent=40"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}