Evolving Roles and Workflows of Creative Practitioners in the Age of Generative AI
Srishti Palani, Gonzalo Ramos
Creativity and Cognition | June 2024
Publications
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What Did My AI Learn? How Data Scientists Make Sense of Model Behavior
Ángel Alexander Cabrera, Marco Tulio Ribeiro, Bongshin Lee, Robert DeLIne, Adam Perer, Steven Drucker
ACM TOCHI | June 2022
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Collecting and Characterizing Natural Language Utterances for Specifying Data Visualizations
Arjun Srinivasan, Nikhila Nyapathy, Bongshin Lee, Steven Drucker, John Stasko
Proceedings of the ACM Conference on Human Factors in Computing Systems | May 2021
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Glinda: Supporting Data Science with Live Programming, GUIs and a Domain-specific Language
Robert DeLIne
CHI Conference on Human Factors in Computing Systems | May 2021
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Data Visceralization: Enabling Deeper Understanding of Data Using Virtual Reality
Benjamin Lee, Dave Brown, Bongshin Lee, Christophe Hurter, Steven Drucker, Tim Dwyer
IEEE Transactions on Visualization and Computer Graphics | January 2021
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InChorus: Designing Consistent Multimodal Interactions for Data Visualization on Tablet Devices
Arjun Srinivasan, Bongshin Lee, Nathalie Henry Riche, Steven Drucker, Ken Hinckley
Proceedings of the ACM Conference on Human Factors in Computing Systems | April 2020
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Affinity Lens: Data-Assisted Affinity Diagramming with Augmented Reality
Hariharan Subramonyam, Steven Drucker, Eytan Adar
SIGCHI | May 2019
Best Paper Award
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Gamut: A Design Probe to Understand How Data Scientists Understand Machine Learning Models
Fred Hohman, Andrew Head, Rich Caruana, Robert DeLIne, Steven Drucker
SIGCHI | May 2019
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Managing Messes in Computational Notebooks
Andrew Head, Fred Hohman, Titus Barik, Steven Drucker, Robert DeLIne
SIGCHI | May 2019
Best Paper Award
-
Augmenting Visualizations with Interactive Data Facts to Facilitate Interpretation and Communication
Arjun Srinivasn, Steven Drucker, Alex Endert, John Stasko
IEEE Transactions on Visualization and Computer Graphics | January 2019, Vol 25(1): pp. 672-681
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FiberClay: Sculpting Three Dimensional Trajectories to Reveal Structural Insights
Christophe Hurter, Nathalie Henry Riche, Steven Drucker, Maxime Cordeil, Richard Alligier, Romain Vuillemot
IEEE Transactions on Visualization and Computer Graphics | January 2019, Vol 25(1): pp. 704-714
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Querying Videos Using DNN Generated Labels
Yifan Wu, Steven Drucker, Matthai Philipose, Lenin Ravindranath Sivalingam
HILDA’18: Workshop on Human-In-the-Loop Data Analytics | January 2019
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Atom: A Grammar for Unit Visualizations
Deokgun Park, Steven Drucker, Roland Fernandez, Niklas Elmqvist
IEEE Transactions on Visualization and Computer Graphics | December 2018, Vol 24(12): pp. 3032-3043
-
Immersive Human-Centered Computational Analytics
Wolfgang Stuerzlinger, Tim Dwyer, Steven Drucker, Carsten Gorg, Chris North, Gerik Scheuermann
Immersive Analytics. Lecture Notes in Computer Science | Publié par Springer, Cham | 2018, Vol 11190
ISBN: 978-3-030-01388-2
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Interaction for Immersive Analytics
Wolfgang Buschel, Jian Chen, Raimund Dachselt, Steven Drucker, Tim Dwyer, Carsten Gorg, Tobias Isenberg, Andreas Kern, Chris North, Wolfgang Stuerzlinger
Immersive Analytics | Publié par SpringerLink | 2018, Vol 11190
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Communicating Data to an Audience
Steven Drucker, Samuel Huron, Robert Kosara, Jonathan Schwabish, Nicholas Diakopoulos
Data-Driven Storytelling, 9 | Publié par Taylor & Francis Group | 2018 | 1 edition
ISBN: 9781315281568
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Narrative Design Patterns for Data-Driven Storytelling
Benjamin Bach, Moritz Stefaner, Jeremy Boy, Steven Drucker, Lyn Bartram, Jo Wood, Paolo Ciuccarelli, Yuri Engelhardt, Ulrike Koppen, Barbara Tversky
Data Driven Storytelling, 5 | Publié par Taylor Francis | 2018
ISBN: 9781315281575
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AnchorViz: Facilitating Classifier Error Discovery through Interactive Semantic Data Exploration
Nan-Chen Chen, Jina Suh, Johan Verwey, Gonzalo Ramos, Steven Drucker, Patrice Simard
IUI ’18 23rd International Conference on Intelligent User Interfaces | March 2018
ISBN: 978-1-4503-4945-1
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What’s the Difference?: Evaluating Variants of Multi-Series Bar Charts for Visual Comparison Tasks
Arjun Srinivasan, Matthew Brehmer, Bongshin Lee, Steven Drucker
2018 ACM Conference on Human Factors in Computing Systems (CHI) | January 2018
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Trust, but Verify: Optimistic Visualizations of Approximate Queries for Exploring Big Data
Dominik Moritz, Danyel Fisher, Bolin Ding, Chi Wang
Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems | May 2017
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Understanding the Breadth of the Event Space: Learning from Logan
Danyel Fisher, Steven Drucker, Mary Czerwinski, Robert DeLIne, Kael Rowan
Proceedings of the Event Event: Temporal & Sequential Event Analysis. IEEE VIS 2016 Workshop | October 2016
http://eventevent.github.io/
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Iterating Between Tools to Create and Edit Visualizations
Alex Bigelow, Steven Drucker, Danyel Fisher, Miriah Meyer
IEEE Transactions on Visualization and Computer Graphics (Proceedings of InfoVis 2016) | October 2016
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SlideSpace: Heuristic Design of a Hybrid Presentation Medium
Darren Edge, Xi Yang, Yasmine Kotturi, Shuoping Wang, Dan Feng, Bongshin Lee, Steven Drucker
ACM Transactions on Computer-Human Interaction | June 2016, Vol 23(3): pp. 30
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The Bones of the System: A Study of Logging and Telemetry at Microsoft
Titus Barik, Robert DeLIne, Steven Drucker, Danyel Fisher
ICSE ’16 Proceedings of the 38th International Conference on Software Engineering Companion | May 2016
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FeatureInsight: Visual Support for Error-Driven Feature Ideation in Text Classification
Michael Brooks, Saleema Amershi, Bongshin Lee, Steven Drucker, Ashish Kapoor, Patrice Simard
IEEE VAST | October 2015
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A Unifying Framework for Animated and Interactive Unit Visualizations
Steven Drucker, Roland Fernandez
MSR-TR-2015-65 | August 2015
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(s|qu)eries: Visual Regular Expressions for Querying and Exploring Event Sequences
Emanuel Zgraggen, Steven Drucker, Danyel Fisher, Robert DeLine, Robert DeLIne
April 2015
Proceedings of CHI 2015.
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ModelTracker: Redesigning Performance Analysis Tools for Machine Learning
Saleema Amershi, Max Chickering, Steven Drucker, Bongshin Lee, Patrice Simard, Jina Suh
Proceedings of the Conference on Human Factors in Computing Systems (CHI 2015) | April 2015
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Exploring Topical Lead-Lag across Corpora
Shixia Liu, Yang Chen, Hao Wei, Jing Yang, Kun Zhou, Steven Drucker
IEEE Transactions on Knowledge and Data Engineering | January 2015, Vol 27(1)
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Refinery: Visual Exploration of Large, Heterogeneous Networks through Associative Browsing
Sanjay Kairam, Nathalie Henry Riche, Steven Drucker, Roland Fernandez, Jeffrey Heer
In Proceedings of Eurographics Conference on Visualization (EuroVis) | January 2015
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PanoramicData: Data Analysis through Pen & Touch
Emanuel Zgraggen, Robert Zeleznik, Steven Drucker
IEEE Transactions on Visualization and Computer Graphics | December 2014
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Business Intelligence Analytics [Guest Editor’s Introduction]
Danyel Fisher, Steven Drucker, Mary Czerwinski
IEEE Computer Graphics & Applications | September 2014
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DemoWiz: re-performing software demonstrations for a live presentation
Pei-Yu Chi, Bongshin Lee, Steven Drucker
Proceedings of the 32nd annual ACM conference on Human factors in computing systems | May 2014
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Reducing Legacy Bias in Gesture Elicitation Studies
Meredith Ringel Morris, Andreea Danielescu, Steven Drucker, Danyel Fisher, Bongshin Lee, m.c. schraefel, Jacob O. Wobbrock
ACM Interactions Magazine | May 2014
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Reflections on How Designers Design With Data
Alex Bigelow, Steven Drucker, Danyel Fisher, Miriah Meyer
AVI 2014 International Working Conference on Advanced Visual Interfaces | May 2014
Winner, Best Paper Award
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A Deeper Understanding of Sequence in Narrative Visualization
Jessica Hullman, Steven Drucker, Nathalie Henry Riche, Bongshin Lee, Danyel Fisher, Eytan Adar
Transactions on Visualization and Computer Graphics (TVCG) Proceedings of InfoVis 2013 | October 2013
Winner, Best Paper Award
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Gestalt: Unifying fault localization for networked systems
Radhika Niranjan Mysore, Ratul Mahajan, Amin Vahdat, George Varghese
MSR-TR-2013-65 | July 2013
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TouchViz: A Case Study Comparing Two Interfaces for Data Analytics on Tablets
Steven Drucker, Danyel Fisher, Jessica Herron, Ramik Sadana, m.c. schraefel
April 2013
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Foveated 3D Graphics
Brian Guenter, Mark Finch, Steven Drucker, Desney Tan, John Snyder
ACM SIGGRAPH Asia | November 2012
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Exploratory Visualization Involving Incremental, Approximate Database Queries and Uncertainty
Danyel Fisher, Steven Drucker, Arnd Christian König
MSR-TR-2012-134 | July 2012
IEEE Computer Graphics and Applications
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Trust Me, I’m Partially Right: Incremental Visualization Lets Analysts Explore Large Datasets Faster
Danyel Fisher, Igor Popov, Steven Drucker, mc schraefel
Proceedings of the 2012 Conference on Human Factors in Computing Systems (CHI 2012) | May 2012
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Interactions with Big Data Analytics
Danyel Fisher, Robert DeLIne, Mary Czerwinski, Steven Drucker
ACM Interactions | May 2012
This is a pre-publication draft; do not distribute or reproduce. The official version may be found at http://dl.acm.org/citation.cfm?doid=2168931.2168943
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Helping Users Sort Faster with Adaptive Machine Learning Recommendations
Steven Drucker, Danyel Fisher, Sumit Basu
Proceedings of Interact 2011 | September 2011
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Online Visualization of Geospatial Stream Data using the WorldWide Telescope
Mohamed Ali, Badrish Chandramouli, Jonathan Fay, Curtis Wong, Steven Drucker, Balan S. Raman
International Conference on Very Large Databases (VLDB) | August 2011
International Conference on Very Large Databases (VLDB)
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Using Multiple Models to Understand Data
Kayur Patel, Steven Drucker, James Fogarty, Ashish Kapoor, Desney Tan
Proceedings of the International Joint Conference on Artificial Intelligence (IJCAI 2011) | July 2011
ISBN: 978-1-57735-514-4
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Vis-Ã -vis: A Visual Language for Spreadsheet Visualizations
Danyel Fisher, Steven Drucker, Roland Fernandez, Xiaoji Chen
MSR-TR-2011-142 | June 2011
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Visualizations Everywhere: A Multiplatform Infrastructure for Linked Visualizations
Danyel Fisher, Steven Drucker, Roland Fernandez, Scott Ruble
Transactions on Visualization and Computer Graphics | November 2010
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Assisting Users with Clustering Tasks by Combining Metric Learning and Classification
Sumit Basu, Danyel Fisher, Steven Drucker, Hao Lu
Proceedings of the Twenty-Fourth Conference on Artificial Intelligence (AAAI 2010) | July 2010
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Gestalt: Integrated Support for Implementation and Analysis in Machine Learning
Kayur Patel, Naomi Bancroft, Steven Drucker, James Fogarty, Amy J. Ko, James A. Landay
Proceedings of the 23rd annual ACM symposium on User interface software and technology | January 2010
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Visual Snippets: Summarizing Web Pages for Search and Revisitation
Jaime Teevan, Ed Cutrell, Danyel Fisher, Steven Drucker, Gonzalo Ramos, Paul Andre, Chang Hu
Proceedings of CHI 2009 | April 2009
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Annotating Gigapixel Images
Qing Luan, Steven Drucker, Johannes Kopf, Ying-Qing Xu, Michael Cohen
Proceedings of the 21st annual ACM symposium on User interface software and technology | October 2008
ISBN: 978-1-59593-975-3
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Pixaura: supporting tentative decision making when selecting and sharing digital photos
Benjamin Elgart, Saara Kamppari, Bridget Lewis, Ajay Prasad, Yong Woo Rhee, Lalatendu Satpathy, Steven Drucker
Proceedings of the 22nd British CHI Group Annual Conference on HCI 2008: People and Computers XXII: Culture, Creativity, Interaction – Volume 2 | January 2008
Proceedings of the 22nd British CHI Group Annual Conference on HCI 2008: People and Computers XXII: Culture, Creativity, Interaction – Volume 2
ISBN: 978-1-906124-06-9
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Code Thumbnails: Using Spatial Memory to Navigate Source Code
Robert DeLIne, Mary Czerwinski, Brian Meyers, Gina Venolia, Steven Drucker, George Robertson
VLHCC ’06: Proceedings of the Visual Languages and Human-Centric Computing | May 2006
ISBN: 0-7695-2586-5
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Comparing and managing multiple versions of slide presentations
Steven Drucker, Georg Petschnigg, Maneesh Agrawala
Proceedings of the 19th annual ACM symposium on User interface software and technology | January 2006
Proceedings of the 19th annual ACM symposium on User interface software and technology
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The Visual Decision Maker: A recommendation system for collocated users
Steven Drucker, Tim Regan, Asta Roseway, Markus Lofstrom
Proceedings of the 2005 conference on Designing for User eXperience | January 2005
ISBN: 1-59593-250-X
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Time Quilt: Scaling up Zoomable Photo Browsers for Large, Unstructured Photo Collections
David F. Huynh, Steven Drucker, Patrick Baudisch, Curtis Wong
Conference on Human Factors in Computing Systems | January 2005
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Evolving Roles and Workflows of Creative Practitioners in the Age of Generative AI
Srishti Palani, Gonzalo Ramos
Creativity and Cognition | June 2024
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What Did My AI Learn? How Data Scientists Make Sense of Model Behavior
Ángel Alexander Cabrera, Marco Tulio Ribeiro, Bongshin Lee, Robert DeLIne, Adam Perer, Steven Drucker
ACM TOCHI | June 2022
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Gamut: A Design Probe to Understand How Data Scientists Understand Machine Learning Models
Fred Hohman, Andrew Head, Rich Caruana, Robert DeLIne, Steven Drucker
SIGCHI | May 2019
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AnchorViz: Facilitating Classifier Error Discovery through Interactive Semantic Data Exploration
Nan-Chen Chen, Jina Suh, Johan Verwey, Gonzalo Ramos, Steven Drucker, Patrice Simard
IUI ’18 23rd International Conference on Intelligent User Interfaces | March 2018
ISBN: 978-1-4503-4945-1
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FeatureInsight: Visual Support for Error-Driven Feature Ideation in Text Classification
Michael Brooks, Saleema Amershi, Bongshin Lee, Steven Drucker, Ashish Kapoor, Patrice Simard
IEEE VAST | October 2015
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ModelTracker: Redesigning Performance Analysis Tools for Machine Learning
Saleema Amershi, Max Chickering, Steven Drucker, Bongshin Lee, Patrice Simard, Jina Suh
Proceedings of the Conference on Human Factors in Computing Systems (CHI 2015) | April 2015
-
TouchViz: A Case Study Comparing Two Interfaces for Data Analytics on Tablets
Steven Drucker, Danyel Fisher, Jessica Herron, Ramik Sadana, m.c. schraefel
April 2013
-
Helping Users Sort Faster with Adaptive Machine Learning Recommendations
Steven Drucker, Danyel Fisher, Sumit Basu
Proceedings of Interact 2011 | September 2011
-
Assisting Users with Clustering Tasks by Combining Metric Learning and Classification
Sumit Basu, Danyel Fisher, Steven Drucker, Hao Lu
Proceedings of the Twenty-Fourth Conference on Artificial Intelligence (AAAI 2010) | July 2010
-
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Evolving Roles and Workflows of Creative Practitioners in the Age of Generative AI
Srishti Palani, Gonzalo Ramos
Creativity and Cognition | June 2024
-
What Did My AI Learn? How Data Scientists Make Sense of Model Behavior
Ángel Alexander Cabrera, Marco Tulio Ribeiro, Bongshin Lee, Robert DeLIne, Adam Perer, Steven Drucker
ACM TOCHI | June 2022
-
Glinda: Supporting Data Science with Live Programming, GUIs and a Domain-specific Language
Robert DeLIne
CHI Conference on Human Factors in Computing Systems | May 2021
-
Collecting and Characterizing Natural Language Utterances for Specifying Data Visualizations
Arjun Srinivasan, Nikhila Nyapathy, Bongshin Lee, Steven Drucker, John Stasko
Proceedings of the ACM Conference on Human Factors in Computing Systems | May 2021
-
InChorus: Designing Consistent Multimodal Interactions for Data Visualization on Tablet Devices
Arjun Srinivasan, Bongshin Lee, Nathalie Henry Riche, Steven Drucker, Ken Hinckley
Proceedings of the ACM Conference on Human Factors in Computing Systems | April 2020
-
Affinity Lens: Data-Assisted Affinity Diagramming with Augmented Reality
Hariharan Subramonyam, Steven Drucker, Eytan Adar
SIGCHI | May 2019
Best Paper Award
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Gamut: A Design Probe to Understand How Data Scientists Understand Machine Learning Models
Fred Hohman, Andrew Head, Rich Caruana, Robert DeLIne, Steven Drucker
SIGCHI | May 2019
-
Managing Messes in Computational Notebooks
Andrew Head, Fred Hohman, Titus Barik, Steven Drucker, Robert DeLIne
SIGCHI | May 2019
Best Paper Award
-
FiberClay: Sculpting Three Dimensional Trajectories to Reveal Structural Insights
Christophe Hurter, Nathalie Henry Riche, Steven Drucker, Maxime Cordeil, Richard Alligier, Romain Vuillemot
IEEE Transactions on Visualization and Computer Graphics | January 2019, Vol 25(1): pp. 704-714
-
Augmenting Visualizations with Interactive Data Facts to Facilitate Interpretation and Communication
Arjun Srinivasn, Steven Drucker, Alex Endert, John Stasko
IEEE Transactions on Visualization and Computer Graphics | January 2019, Vol 25(1): pp. 672-681
-
Atom: A Grammar for Unit Visualizations
Deokgun Park, Steven Drucker, Roland Fernandez, Niklas Elmqvist
IEEE Transactions on Visualization and Computer Graphics | December 2018, Vol 24(12): pp. 3032-3043
-
Immersive Human-Centered Computational Analytics
Wolfgang Stuerzlinger, Tim Dwyer, Steven Drucker, Carsten Gorg, Chris North, Gerik Scheuermann
Immersive Analytics. Lecture Notes in Computer Science | Publié par Springer, Cham | 2018, Vol 11190
ISBN: 978-3-030-01388-2
-
Interaction for Immersive Analytics
Wolfgang Buschel, Jian Chen, Raimund Dachselt, Steven Drucker, Tim Dwyer, Carsten Gorg, Tobias Isenberg, Andreas Kern, Chris North, Wolfgang Stuerzlinger
Immersive Analytics | Publié par SpringerLink | 2018, Vol 11190
-
Communicating Data to an Audience
Steven Drucker, Samuel Huron, Robert Kosara, Jonathan Schwabish, Nicholas Diakopoulos
Data-Driven Storytelling, 9 | Publié par Taylor & Francis Group | 2018 | 1 edition
ISBN: 9781315281568
-
Narrative Design Patterns for Data-Driven Storytelling
Benjamin Bach, Moritz Stefaner, Jeremy Boy, Steven Drucker, Lyn Bartram, Jo Wood, Paolo Ciuccarelli, Yuri Engelhardt, Ulrike Koppen, Barbara Tversky
Data Driven Storytelling, 5 | Publié par Taylor Francis | 2018
ISBN: 9781315281575
-
AnchorViz: Facilitating Classifier Error Discovery through Interactive Semantic Data Exploration
Nan-Chen Chen, Jina Suh, Johan Verwey, Gonzalo Ramos, Steven Drucker, Patrice Simard
IUI ’18 23rd International Conference on Intelligent User Interfaces | March 2018
ISBN: 978-1-4503-4945-1
-
Trust, but Verify: Optimistic Visualizations of Approximate Queries for Exploring Big Data
Dominik Moritz, Danyel Fisher, Bolin Ding, Chi Wang
Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems | May 2017
-
Understanding the Breadth of the Event Space: Learning from Logan
Danyel Fisher, Steven Drucker, Mary Czerwinski, Robert DeLIne, Kael Rowan
Proceedings of the Event Event: Temporal & Sequential Event Analysis. IEEE VIS 2016 Workshop | October 2016
http://eventevent.github.io/
-
SlideSpace: Heuristic Design of a Hybrid Presentation Medium
Darren Edge, Xi Yang, Yasmine Kotturi, Shuoping Wang, Dan Feng, Bongshin Lee, Steven Drucker
ACM Transactions on Computer-Human Interaction | June 2016, Vol 23(3): pp. 30
-
A Unifying Framework for Animated and Interactive Unit Visualizations
Steven Drucker, Roland Fernandez
MSR-TR-2015-65 | August 2015
-
ModelTracker: Redesigning Performance Analysis Tools for Machine Learning
Saleema Amershi, Max Chickering, Steven Drucker, Bongshin Lee, Patrice Simard, Jina Suh
Proceedings of the Conference on Human Factors in Computing Systems (CHI 2015) | April 2015
-
(s|qu)eries: Visual Regular Expressions for Querying and Exploring Event Sequences
Emanuel Zgraggen, Steven Drucker, Danyel Fisher, Robert DeLine, Robert DeLIne
April 2015
Proceedings of CHI 2015.
-
Business Intelligence Analytics [Guest Editor’s Introduction]
Danyel Fisher, Steven Drucker, Mary Czerwinski
IEEE Computer Graphics & Applications | September 2014
-
Reducing Legacy Bias in Gesture Elicitation Studies
Meredith Ringel Morris, Andreea Danielescu, Steven Drucker, Danyel Fisher, Bongshin Lee, m.c. schraefel, Jacob O. Wobbrock
ACM Interactions Magazine | May 2014
-
Reflections on How Designers Design With Data
Alex Bigelow, Steven Drucker, Danyel Fisher, Miriah Meyer
AVI 2014 International Working Conference on Advanced Visual Interfaces | May 2014
Winner, Best Paper Award
-
Exploratory Visualization Involving Incremental, Approximate Database Queries and Uncertainty
Danyel Fisher, Steven Drucker, Arnd Christian König
MSR-TR-2012-134 | July 2012
IEEE Computer Graphics and Applications
-
Trust Me, I’m Partially Right: Incremental Visualization Lets Analysts Explore Large Datasets Faster
Danyel Fisher, Igor Popov, Steven Drucker, mc schraefel
Proceedings of the 2012 Conference on Human Factors in Computing Systems (CHI 2012) | May 2012
-
Interactions with Big Data Analytics
Danyel Fisher, Robert DeLIne, Mary Czerwinski, Steven Drucker
ACM Interactions | May 2012
This is a pre-publication draft; do not distribute or reproduce. The official version may be found at http://dl.acm.org/citation.cfm?doid=2168931.2168943
-
Helping Users Sort Faster with Adaptive Machine Learning Recommendations
Steven Drucker, Danyel Fisher, Sumit Basu
Proceedings of Interact 2011 | September 2011
-
Vis-Ã -vis: A Visual Language for Spreadsheet Visualizations
Danyel Fisher, Steven Drucker, Roland Fernandez, Xiaoji Chen
MSR-TR-2011-142 | June 2011
-
Assisting Users with Clustering Tasks by Combining Metric Learning and Classification
Sumit Basu, Danyel Fisher, Steven Drucker, Hao Lu
Proceedings of the Twenty-Fourth Conference on Artificial Intelligence (AAAI 2010) | July 2010
-
Code Thumbnails: Using Spatial Memory to Navigate Source Code
Robert DeLIne, Mary Czerwinski, Brian Meyers, Gina Venolia, Steven Drucker, George Robertson
VLHCC ’06: Proceedings of the Visual Languages and Human-Centric Computing | May 2006
ISBN: 0-7695-2586-5
-
-
-
What Did My AI Learn? How Data Scientists Make Sense of Model Behavior
Ángel Alexander Cabrera, Marco Tulio Ribeiro, Bongshin Lee, Robert DeLIne, Adam Perer, Steven Drucker
ACM TOCHI | June 2022
-
Collecting and Characterizing Natural Language Utterances for Specifying Data Visualizations
Arjun Srinivasan, Nikhila Nyapathy, Bongshin Lee, Steven Drucker, John Stasko
Proceedings of the ACM Conference on Human Factors in Computing Systems | May 2021
-
Data Visceralization: Enabling Deeper Understanding of Data Using Virtual Reality
Benjamin Lee, Dave Brown, Bongshin Lee, Christophe Hurter, Steven Drucker, Tim Dwyer
IEEE Transactions on Visualization and Computer Graphics | January 2021
-
InChorus: Designing Consistent Multimodal Interactions for Data Visualization on Tablet Devices
Arjun Srinivasan, Bongshin Lee, Nathalie Henry Riche, Steven Drucker, Ken Hinckley
Proceedings of the ACM Conference on Human Factors in Computing Systems | April 2020
-
Gamut: A Design Probe to Understand How Data Scientists Understand Machine Learning Models
Fred Hohman, Andrew Head, Rich Caruana, Robert DeLIne, Steven Drucker
SIGCHI | May 2019
-
Managing Messes in Computational Notebooks
Andrew Head, Fred Hohman, Titus Barik, Steven Drucker, Robert DeLIne
SIGCHI | May 2019
Best Paper Award
-
Querying Videos Using DNN Generated Labels
Yifan Wu, Steven Drucker, Matthai Philipose, Lenin Ravindranath Sivalingam
HILDA’18: Workshop on Human-In-the-Loop Data Analytics | January 2019
-
FiberClay: Sculpting Three Dimensional Trajectories to Reveal Structural Insights
Christophe Hurter, Nathalie Henry Riche, Steven Drucker, Maxime Cordeil, Richard Alligier, Romain Vuillemot
IEEE Transactions on Visualization and Computer Graphics | January 2019, Vol 25(1): pp. 704-714
-
Augmenting Visualizations with Interactive Data Facts to Facilitate Interpretation and Communication
Arjun Srinivasn, Steven Drucker, Alex Endert, John Stasko
IEEE Transactions on Visualization and Computer Graphics | January 2019, Vol 25(1): pp. 672-681
-
Atom: A Grammar for Unit Visualizations
Deokgun Park, Steven Drucker, Roland Fernandez, Niklas Elmqvist
IEEE Transactions on Visualization and Computer Graphics | December 2018, Vol 24(12): pp. 3032-3043
-
Immersive Human-Centered Computational Analytics
Wolfgang Stuerzlinger, Tim Dwyer, Steven Drucker, Carsten Gorg, Chris North, Gerik Scheuermann
Immersive Analytics. Lecture Notes in Computer Science | Publié par Springer, Cham | 2018, Vol 11190
ISBN: 978-3-030-01388-2
-
Interaction for Immersive Analytics
Wolfgang Buschel, Jian Chen, Raimund Dachselt, Steven Drucker, Tim Dwyer, Carsten Gorg, Tobias Isenberg, Andreas Kern, Chris North, Wolfgang Stuerzlinger
Immersive Analytics | Publié par SpringerLink | 2018, Vol 11190
-
Communicating Data to an Audience
Steven Drucker, Samuel Huron, Robert Kosara, Jonathan Schwabish, Nicholas Diakopoulos
Data-Driven Storytelling, 9 | Publié par Taylor & Francis Group | 2018 | 1 edition
ISBN: 9781315281568
-
Narrative Design Patterns for Data-Driven Storytelling
Benjamin Bach, Moritz Stefaner, Jeremy Boy, Steven Drucker, Lyn Bartram, Jo Wood, Paolo Ciuccarelli, Yuri Engelhardt, Ulrike Koppen, Barbara Tversky
Data Driven Storytelling, 5 | Publié par Taylor Francis | 2018
ISBN: 9781315281575
-
AnchorViz: Facilitating Classifier Error Discovery through Interactive Semantic Data Exploration
Nan-Chen Chen, Jina Suh, Johan Verwey, Gonzalo Ramos, Steven Drucker, Patrice Simard
IUI ’18 23rd International Conference on Intelligent User Interfaces | March 2018
ISBN: 978-1-4503-4945-1
-
What’s the Difference?: Evaluating Variants of Multi-Series Bar Charts for Visual Comparison Tasks
Arjun Srinivasan, Matthew Brehmer, Bongshin Lee, Steven Drucker
2018 ACM Conference on Human Factors in Computing Systems (CHI) | January 2018
-
Trust, but Verify: Optimistic Visualizations of Approximate Queries for Exploring Big Data
Dominik Moritz, Danyel Fisher, Bolin Ding, Chi Wang
Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems | May 2017
-
Understanding the Breadth of the Event Space: Learning from Logan
Danyel Fisher, Steven Drucker, Mary Czerwinski, Robert DeLIne, Kael Rowan
Proceedings of the Event Event: Temporal & Sequential Event Analysis. IEEE VIS 2016 Workshop | October 2016
http://eventevent.github.io/
-
Iterating Between Tools to Create and Edit Visualizations
Alex Bigelow, Steven Drucker, Danyel Fisher, Miriah Meyer
IEEE Transactions on Visualization and Computer Graphics (Proceedings of InfoVis 2016) | October 2016
-
FeatureInsight: Visual Support for Error-Driven Feature Ideation in Text Classification
Michael Brooks, Saleema Amershi, Bongshin Lee, Steven Drucker, Ashish Kapoor, Patrice Simard
IEEE VAST | October 2015
-
(s|qu)eries: Visual Regular Expressions for Querying and Exploring Event Sequences
Emanuel Zgraggen, Steven Drucker, Danyel Fisher, Robert DeLine, Robert DeLIne
April 2015
Proceedings of CHI 2015.
-
Business Intelligence Analytics [Guest Editor’s Introduction]
Danyel Fisher, Steven Drucker, Mary Czerwinski
IEEE Computer Graphics & Applications | September 2014
-
A Deeper Understanding of Sequence in Narrative Visualization
Jessica Hullman, Steven Drucker, Nathalie Henry Riche, Bongshin Lee, Danyel Fisher, Eytan Adar
Transactions on Visualization and Computer Graphics (TVCG) Proceedings of InfoVis 2013 | October 2013
Winner, Best Paper Award
-
Online Visualization of Geospatial Stream Data using the WorldWide Telescope
Mohamed Ali, Badrish Chandramouli, Jonathan Fay, Curtis Wong, Steven Drucker, Balan S. Raman
International Conference on Very Large Databases (VLDB) | August 2011
International Conference on Very Large Databases (VLDB)
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Visualizations Everywhere: A Multiplatform Infrastructure for Linked Visualizations
Danyel Fisher, Steven Drucker, Roland Fernandez, Scott Ruble
Transactions on Visualization and Computer Graphics | November 2010
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Pixaura: supporting tentative decision making when selecting and sharing digital photos
Benjamin Elgart, Saara Kamppari, Bridget Lewis, Ajay Prasad, Yong Woo Rhee, Lalatendu Satpathy, Steven Drucker
Proceedings of the 22nd British CHI Group Annual Conference on HCI 2008: People and Computers XXII: Culture, Creativity, Interaction – Volume 2 | January 2008
Proceedings of the 22nd British CHI Group Annual Conference on HCI 2008: People and Computers XXII: Culture, Creativity, Interaction – Volume 2
ISBN: 978-1-906124-06-9
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Glinda: Supporting Data Science with Live Programming, GUIs and a Domain-specific Language
Robert DeLIne
CHI Conference on Human Factors in Computing Systems | May 2021
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Managing Messes in Computational Notebooks
Andrew Head, Fred Hohman, Titus Barik, Steven Drucker, Robert DeLIne
SIGCHI | May 2019
Best Paper Award
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The Bones of the System: A Study of Logging and Telemetry at Microsoft
Titus Barik, Robert DeLIne, Steven Drucker, Danyel Fisher
ICSE ’16 Proceedings of the 38th International Conference on Software Engineering Companion | May 2016
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Vis-Ã -vis: A Visual Language for Spreadsheet Visualizations
Danyel Fisher, Steven Drucker, Roland Fernandez, Xiaoji Chen
MSR-TR-2011-142 | June 2011
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Gestalt: Integrated Support for Implementation and Analysis in Machine Learning
Kayur Patel, Naomi Bancroft, Steven Drucker, James Fogarty, Amy J. Ko, James A. Landay
Proceedings of the 23rd annual ACM symposium on User interface software and technology | January 2010
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Code Thumbnails: Using Spatial Memory to Navigate Source Code
Robert DeLIne, Mary Czerwinski, Brian Meyers, Gina Venolia, Steven Drucker, George Robertson
VLHCC ’06: Proceedings of the Visual Languages and Human-Centric Computing | May 2006
ISBN: 0-7695-2586-5
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Affinity Lens: Data-Assisted Affinity Diagramming with Augmented Reality
Hariharan Subramonyam, Steven Drucker, Eytan Adar
SIGCHI | May 2019
Best Paper Award
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Iterating Between Tools to Create and Edit Visualizations
Alex Bigelow, Steven Drucker, Danyel Fisher, Miriah Meyer
IEEE Transactions on Visualization and Computer Graphics (Proceedings of InfoVis 2016) | October 2016
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A Unifying Framework for Animated and Interactive Unit Visualizations
Steven Drucker, Roland Fernandez
MSR-TR-2015-65 | August 2015
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Exploring Topical Lead-Lag across Corpora
Shixia Liu, Yang Chen, Hao Wei, Jing Yang, Kun Zhou, Steven Drucker
IEEE Transactions on Knowledge and Data Engineering | January 2015, Vol 27(1)
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PanoramicData: Data Analysis through Pen & Touch
Emanuel Zgraggen, Robert Zeleznik, Steven Drucker
IEEE Transactions on Visualization and Computer Graphics | December 2014
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Business Intelligence Analytics [Guest Editor’s Introduction]
Danyel Fisher, Steven Drucker, Mary Czerwinski
IEEE Computer Graphics & Applications | September 2014
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DemoWiz: re-performing software demonstrations for a live presentation
Pei-Yu Chi, Bongshin Lee, Steven Drucker
Proceedings of the 32nd annual ACM conference on Human factors in computing systems | May 2014
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A Deeper Understanding of Sequence in Narrative Visualization
Jessica Hullman, Steven Drucker, Nathalie Henry Riche, Bongshin Lee, Danyel Fisher, Eytan Adar
Transactions on Visualization and Computer Graphics (TVCG) Proceedings of InfoVis 2013 | October 2013
Winner, Best Paper Award
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Foveated 3D Graphics
Brian Guenter, Mark Finch, Steven Drucker, Desney Tan, John Snyder
ACM SIGGRAPH Asia | November 2012
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Exploratory Visualization Involving Incremental, Approximate Database Queries and Uncertainty
Danyel Fisher, Steven Drucker, Arnd Christian König
MSR-TR-2012-134 | July 2012
IEEE Computer Graphics and Applications
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Using Multiple Models to Understand Data
Kayur Patel, Steven Drucker, James Fogarty, Ashish Kapoor, Desney Tan
Proceedings of the International Joint Conference on Artificial Intelligence (IJCAI 2011) | July 2011
ISBN: 978-1-57735-514-4
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Vis-Ã -vis: A Visual Language for Spreadsheet Visualizations
Danyel Fisher, Steven Drucker, Roland Fernandez, Xiaoji Chen
MSR-TR-2011-142 | June 2011
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Pixaura: supporting tentative decision making when selecting and sharing digital photos
Benjamin Elgart, Saara Kamppari, Bridget Lewis, Ajay Prasad, Yong Woo Rhee, Lalatendu Satpathy, Steven Drucker
Proceedings of the 22nd British CHI Group Annual Conference on HCI 2008: People and Computers XXII: Culture, Creativity, Interaction – Volume 2 | January 2008
Proceedings of the 22nd British CHI Group Annual Conference on HCI 2008: People and Computers XXII: Culture, Creativity, Interaction – Volume 2
ISBN: 978-1-906124-06-9
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The Visual Decision Maker: A recommendation system for collocated users
Steven Drucker, Tim Regan, Asta Roseway, Markus Lofstrom
Proceedings of the 2005 conference on Designing for User eXperience | January 2005
ISBN: 1-59593-250-X
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Time Quilt: Scaling up Zoomable Photo Browsers for Large, Unstructured Photo Collections
David F. Huynh, Steven Drucker, Patrick Baudisch, Curtis Wong
Conference on Human Factors in Computing Systems | January 2005
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Refinery: Visual Exploration of Large, Heterogeneous Networks through Associative Browsing
Sanjay Kairam, Nathalie Henry Riche, Steven Drucker, Roland Fernandez, Jeffrey Heer
In Proceedings of Eurographics Conference on Visualization (EuroVis) | January 2015
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Gestalt: Unifying fault localization for networked systems
Radhika Niranjan Mysore, Ratul Mahajan, Amin Vahdat, George Varghese
MSR-TR-2013-65 | July 2013
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Reflections on How Designers Design With Data
Alex Bigelow, Steven Drucker, Danyel Fisher, Miriah Meyer
AVI 2014 International Working Conference on Advanced Visual Interfaces | May 2014
Winner, Best Paper Award
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Foveated 3D Graphics
Brian Guenter, Mark Finch, Steven Drucker, Desney Tan, John Snyder
ACM SIGGRAPH Asia | November 2012
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Trust Me, I’m Partially Right: Incremental Visualization Lets Analysts Explore Large Datasets Faster
Danyel Fisher, Igor Popov, Steven Drucker, mc schraefel
Proceedings of the 2012 Conference on Human Factors in Computing Systems (CHI 2012) | May 2012
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Interactions with Big Data Analytics
Danyel Fisher, Robert DeLIne, Mary Czerwinski, Steven Drucker
ACM Interactions | May 2012
This is a pre-publication draft; do not distribute or reproduce. The official version may be found at http://dl.acm.org/citation.cfm?doid=2168931.2168943
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Assisting Users with Clustering Tasks by Combining Metric Learning and Classification
Sumit Basu, Danyel Fisher, Steven Drucker, Hao Lu
Proceedings of the Twenty-Fourth Conference on Artificial Intelligence (AAAI 2010) | July 2010
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Visual Snippets: Summarizing Web Pages for Search and Revisitation
Jaime Teevan, Ed Cutrell, Danyel Fisher, Steven Drucker, Gonzalo Ramos, Paul Andre, Chang Hu
Proceedings of CHI 2009 | April 2009
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Annotating Gigapixel Images
Qing Luan, Steven Drucker, Johannes Kopf, Ying-Qing Xu, Michael Cohen
Proceedings of the 21st annual ACM symposium on User interface software and technology | October 2008
ISBN: 978-1-59593-975-3
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Comparing and managing multiple versions of slide presentations
Steven Drucker, Georg Petschnigg, Maneesh Agrawala
Proceedings of the 19th annual ACM symposium on User interface software and technology | January 2006
Proceedings of the 19th annual ACM symposium on User interface software and technology
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Evolving Roles and Workflows of Creative Practitioners in the Age of Generative AI
Srishti Palani, Gonzalo Ramos
Creativity and Cognition | June 2024
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Glinda: Supporting Data Science with Live Programming, GUIs and a Domain-specific Language
Robert DeLIne
CHI Conference on Human Factors in Computing Systems | May 2021
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Collecting and Characterizing Natural Language Utterances for Specifying Data Visualizations
Arjun Srinivasan, Nikhila Nyapathy, Bongshin Lee, Steven Drucker, John Stasko
Proceedings of the ACM Conference on Human Factors in Computing Systems | May 2021
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InChorus: Designing Consistent Multimodal Interactions for Data Visualization on Tablet Devices
Arjun Srinivasan, Bongshin Lee, Nathalie Henry Riche, Steven Drucker, Ken Hinckley
Proceedings of the ACM Conference on Human Factors in Computing Systems | April 2020
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Affinity Lens: Data-Assisted Affinity Diagramming with Augmented Reality
Hariharan Subramonyam, Steven Drucker, Eytan Adar
SIGCHI | May 2019
Best Paper Award
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Gamut: A Design Probe to Understand How Data Scientists Understand Machine Learning Models
Fred Hohman, Andrew Head, Rich Caruana, Robert DeLIne, Steven Drucker
SIGCHI | May 2019
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Managing Messes in Computational Notebooks
Andrew Head, Fred Hohman, Titus Barik, Steven Drucker, Robert DeLIne
SIGCHI | May 2019
Best Paper Award
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Querying Videos Using DNN Generated Labels
Yifan Wu, Steven Drucker, Matthai Philipose, Lenin Ravindranath Sivalingam
HILDA’18: Workshop on Human-In-the-Loop Data Analytics | January 2019
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AnchorViz: Facilitating Classifier Error Discovery through Interactive Semantic Data Exploration
Nan-Chen Chen, Jina Suh, Johan Verwey, Gonzalo Ramos, Steven Drucker, Patrice Simard
IUI ’18 23rd International Conference on Intelligent User Interfaces | March 2018
ISBN: 978-1-4503-4945-1
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What’s the Difference?: Evaluating Variants of Multi-Series Bar Charts for Visual Comparison Tasks
Arjun Srinivasan, Matthew Brehmer, Bongshin Lee, Steven Drucker
2018 ACM Conference on Human Factors in Computing Systems (CHI) | January 2018
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Trust, but Verify: Optimistic Visualizations of Approximate Queries for Exploring Big Data
Dominik Moritz, Danyel Fisher, Bolin Ding, Chi Wang
Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems | May 2017
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Understanding the Breadth of the Event Space: Learning from Logan
Danyel Fisher, Steven Drucker, Mary Czerwinski, Robert DeLIne, Kael Rowan
Proceedings of the Event Event: Temporal & Sequential Event Analysis. IEEE VIS 2016 Workshop | October 2016
http://eventevent.github.io/
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Iterating Between Tools to Create and Edit Visualizations
Alex Bigelow, Steven Drucker, Danyel Fisher, Miriah Meyer
IEEE Transactions on Visualization and Computer Graphics (Proceedings of InfoVis 2016) | October 2016
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The Bones of the System: A Study of Logging and Telemetry at Microsoft
Titus Barik, Robert DeLIne, Steven Drucker, Danyel Fisher
ICSE ’16 Proceedings of the 38th International Conference on Software Engineering Companion | May 2016
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FeatureInsight: Visual Support for Error-Driven Feature Ideation in Text Classification
Michael Brooks, Saleema Amershi, Bongshin Lee, Steven Drucker, Ashish Kapoor, Patrice Simard
IEEE VAST | October 2015
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ModelTracker: Redesigning Performance Analysis Tools for Machine Learning
Saleema Amershi, Max Chickering, Steven Drucker, Bongshin Lee, Patrice Simard, Jina Suh
Proceedings of the Conference on Human Factors in Computing Systems (CHI 2015) | April 2015
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(s|qu)eries: Visual Regular Expressions for Querying and Exploring Event Sequences
Emanuel Zgraggen, Steven Drucker, Danyel Fisher, Robert DeLine, Robert DeLIne
April 2015
Proceedings of CHI 2015.
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Refinery: Visual Exploration of Large, Heterogeneous Networks through Associative Browsing
Sanjay Kairam, Nathalie Henry Riche, Steven Drucker, Roland Fernandez, Jeffrey Heer
In Proceedings of Eurographics Conference on Visualization (EuroVis) | January 2015
-
PanoramicData: Data Analysis through Pen & Touch
Emanuel Zgraggen, Robert Zeleznik, Steven Drucker
IEEE Transactions on Visualization and Computer Graphics | December 2014
-
DemoWiz: re-performing software demonstrations for a live presentation
Pei-Yu Chi, Bongshin Lee, Steven Drucker
Proceedings of the 32nd annual ACM conference on Human factors in computing systems | May 2014
-
Reflections on How Designers Design With Data
Alex Bigelow, Steven Drucker, Danyel Fisher, Miriah Meyer
AVI 2014 International Working Conference on Advanced Visual Interfaces | May 2014
Winner, Best Paper Award
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A Deeper Understanding of Sequence in Narrative Visualization
Jessica Hullman, Steven Drucker, Nathalie Henry Riche, Bongshin Lee, Danyel Fisher, Eytan Adar
Transactions on Visualization and Computer Graphics (TVCG) Proceedings of InfoVis 2013 | October 2013
Winner, Best Paper Award
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TouchViz: A Case Study Comparing Two Interfaces for Data Analytics on Tablets
Steven Drucker, Danyel Fisher, Jessica Herron, Ramik Sadana, m.c. schraefel
April 2013
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Foveated 3D Graphics
Brian Guenter, Mark Finch, Steven Drucker, Desney Tan, John Snyder
ACM SIGGRAPH Asia | November 2012
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Trust Me, I’m Partially Right: Incremental Visualization Lets Analysts Explore Large Datasets Faster
Danyel Fisher, Igor Popov, Steven Drucker, mc schraefel
Proceedings of the 2012 Conference on Human Factors in Computing Systems (CHI 2012) | May 2012
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Helping Users Sort Faster with Adaptive Machine Learning Recommendations
Steven Drucker, Danyel Fisher, Sumit Basu
Proceedings of Interact 2011 | September 2011
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Online Visualization of Geospatial Stream Data using the WorldWide Telescope
Mohamed Ali, Badrish Chandramouli, Jonathan Fay, Curtis Wong, Steven Drucker, Balan S. Raman
International Conference on Very Large Databases (VLDB) | August 2011
International Conference on Very Large Databases (VLDB)
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Using Multiple Models to Understand Data
Kayur Patel, Steven Drucker, James Fogarty, Ashish Kapoor, Desney Tan
Proceedings of the International Joint Conference on Artificial Intelligence (IJCAI 2011) | July 2011
ISBN: 978-1-57735-514-4
-
Visualizations Everywhere: A Multiplatform Infrastructure for Linked Visualizations
Danyel Fisher, Steven Drucker, Roland Fernandez, Scott Ruble
Transactions on Visualization and Computer Graphics | November 2010
-
Assisting Users with Clustering Tasks by Combining Metric Learning and Classification
Sumit Basu, Danyel Fisher, Steven Drucker, Hao Lu
Proceedings of the Twenty-Fourth Conference on Artificial Intelligence (AAAI 2010) | July 2010
-
Gestalt: Integrated Support for Implementation and Analysis in Machine Learning
Kayur Patel, Naomi Bancroft, Steven Drucker, James Fogarty, Amy J. Ko, James A. Landay
Proceedings of the 23rd annual ACM symposium on User interface software and technology | January 2010
-
Visual Snippets: Summarizing Web Pages for Search and Revisitation
Jaime Teevan, Ed Cutrell, Danyel Fisher, Steven Drucker, Gonzalo Ramos, Paul Andre, Chang Hu
Proceedings of CHI 2009 | April 2009
-
Annotating Gigapixel Images
Qing Luan, Steven Drucker, Johannes Kopf, Ying-Qing Xu, Michael Cohen
Proceedings of the 21st annual ACM symposium on User interface software and technology | October 2008
ISBN: 978-1-59593-975-3
-
Pixaura: supporting tentative decision making when selecting and sharing digital photos
Benjamin Elgart, Saara Kamppari, Bridget Lewis, Ajay Prasad, Yong Woo Rhee, Lalatendu Satpathy, Steven Drucker
Proceedings of the 22nd British CHI Group Annual Conference on HCI 2008: People and Computers XXII: Culture, Creativity, Interaction – Volume 2 | January 2008
Proceedings of the 22nd British CHI Group Annual Conference on HCI 2008: People and Computers XXII: Culture, Creativity, Interaction – Volume 2
ISBN: 978-1-906124-06-9
-
Code Thumbnails: Using Spatial Memory to Navigate Source Code
Robert DeLIne, Mary Czerwinski, Brian Meyers, Gina Venolia, Steven Drucker, George Robertson
VLHCC ’06: Proceedings of the Visual Languages and Human-Centric Computing | May 2006
ISBN: 0-7695-2586-5
-
Comparing and managing multiple versions of slide presentations
Steven Drucker, Georg Petschnigg, Maneesh Agrawala
Proceedings of the 19th annual ACM symposium on User interface software and technology | January 2006
Proceedings of the 19th annual ACM symposium on User interface software and technology
-
The Visual Decision Maker: A recommendation system for collocated users
Steven Drucker, Tim Regan, Asta Roseway, Markus Lofstrom
Proceedings of the 2005 conference on Designing for User eXperience | January 2005
ISBN: 1-59593-250-X
-
Time Quilt: Scaling up Zoomable Photo Browsers for Large, Unstructured Photo Collections
David F. Huynh, Steven Drucker, Patrick Baudisch, Curtis Wong
Conference on Human Factors in Computing Systems | January 2005
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What Did My AI Learn? How Data Scientists Make Sense of Model Behavior
Ángel Alexander Cabrera, Marco Tulio Ribeiro, Bongshin Lee, Robert DeLIne, Adam Perer, Steven Drucker
ACM TOCHI | June 2022
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Data Visceralization: Enabling Deeper Understanding of Data Using Virtual Reality
Benjamin Lee, Dave Brown, Bongshin Lee, Christophe Hurter, Steven Drucker, Tim Dwyer
IEEE Transactions on Visualization and Computer Graphics | January 2021
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FiberClay: Sculpting Three Dimensional Trajectories to Reveal Structural Insights
Christophe Hurter, Nathalie Henry Riche, Steven Drucker, Maxime Cordeil, Richard Alligier, Romain Vuillemot
IEEE Transactions on Visualization and Computer Graphics | January 2019, Vol 25(1): pp. 704-714
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Augmenting Visualizations with Interactive Data Facts to Facilitate Interpretation and Communication
Arjun Srinivasn, Steven Drucker, Alex Endert, John Stasko
IEEE Transactions on Visualization and Computer Graphics | January 2019, Vol 25(1): pp. 672-681
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Atom: A Grammar for Unit Visualizations
Deokgun Park, Steven Drucker, Roland Fernandez, Niklas Elmqvist
IEEE Transactions on Visualization and Computer Graphics | December 2018, Vol 24(12): pp. 3032-3043
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SlideSpace: Heuristic Design of a Hybrid Presentation Medium
Darren Edge, Xi Yang, Yasmine Kotturi, Shuoping Wang, Dan Feng, Bongshin Lee, Steven Drucker
ACM Transactions on Computer-Human Interaction | June 2016, Vol 23(3): pp. 30
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Exploring Topical Lead-Lag across Corpora
Shixia Liu, Yang Chen, Hao Wei, Jing Yang, Kun Zhou, Steven Drucker
IEEE Transactions on Knowledge and Data Engineering | January 2015, Vol 27(1)
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Business Intelligence Analytics [Guest Editor’s Introduction]
Danyel Fisher, Steven Drucker, Mary Czerwinski
IEEE Computer Graphics & Applications | September 2014
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Reducing Legacy Bias in Gesture Elicitation Studies
Meredith Ringel Morris, Andreea Danielescu, Steven Drucker, Danyel Fisher, Bongshin Lee, m.c. schraefel, Jacob O. Wobbrock
ACM Interactions Magazine | May 2014
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Interactions with Big Data Analytics
Danyel Fisher, Robert DeLIne, Mary Czerwinski, Steven Drucker
ACM Interactions | May 2012
This is a pre-publication draft; do not distribute or reproduce. The official version may be found at http://dl.acm.org/citation.cfm?doid=2168931.2168943
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Immersive Human-Centered Computational Analytics
Wolfgang Stuerzlinger, Tim Dwyer, Steven Drucker, Carsten Gorg, Chris North, Gerik Scheuermann
Immersive Analytics. Lecture Notes in Computer Science | Publié par Springer, Cham | 2018, Vol 11190
ISBN: 978-3-030-01388-2
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Interaction for Immersive Analytics
Wolfgang Buschel, Jian Chen, Raimund Dachselt, Steven Drucker, Tim Dwyer, Carsten Gorg, Tobias Isenberg, Andreas Kern, Chris North, Wolfgang Stuerzlinger
Immersive Analytics | Publié par SpringerLink | 2018, Vol 11190
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Communicating Data to an Audience
Steven Drucker, Samuel Huron, Robert Kosara, Jonathan Schwabish, Nicholas Diakopoulos
Data-Driven Storytelling, 9 | Publié par Taylor & Francis Group | 2018 | 1 edition
ISBN: 9781315281568
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Narrative Design Patterns for Data-Driven Storytelling
Benjamin Bach, Moritz Stefaner, Jeremy Boy, Steven Drucker, Lyn Bartram, Jo Wood, Paolo Ciuccarelli, Yuri Engelhardt, Ulrike Koppen, Barbara Tversky
Data Driven Storytelling, 5 | Publié par Taylor Francis | 2018
ISBN: 9781315281575
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A Unifying Framework for Animated and Interactive Unit Visualizations
Steven Drucker, Roland Fernandez
MSR-TR-2015-65 | August 2015
-
Gestalt: Unifying fault localization for networked systems
Radhika Niranjan Mysore, Ratul Mahajan, Amin Vahdat, George Varghese
MSR-TR-2013-65 | July 2013
-
Exploratory Visualization Involving Incremental, Approximate Database Queries and Uncertainty
Danyel Fisher, Steven Drucker, Arnd Christian König
MSR-TR-2012-134 | July 2012
IEEE Computer Graphics and Applications
-
Vis-Ã -vis: A Visual Language for Spreadsheet Visualizations
Danyel Fisher, Steven Drucker, Roland Fernandez, Xiaoji Chen
MSR-TR-2011-142 | June 2011
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Principal Engineer
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Principal Research Software Development Engineer