Steven Mark Drucker

According to our database, Steven Mark Drucker authored at least 95 papers between 1987 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Data Analysis in the Era of Generative AI.

Jeevana Priya Inala, Chenglong Wang, Steven Mark Drucker, Gonzalo Ramos, Victor Dibia, Nathalie Riche, Dave Brown, Dan Marshall, Jianfeng Gao

CoRR, 2024

Data Formulator 2: Iteratively Creating Rich Visualizations with AI.

Chenglong Wang, Bongshin Lee, Steven Mark Drucker, Dan Marshall, Jianfeng Gao

CoRR, 2024

How Do Analysts Understand and Verify AI-Assisted Data Analyses?

Ken Gu, Ruoxi Shang, Tim Althoff, Chenglong Wang, Steven Mark Drucker

Proceedings of the CHI Conference on Human Factors in Computing Systems, 2024

2023

What Did My AI Learn? How Data Scientists Make Sense of Model Behavior.

Ángel Alexander Cabrera, Marco Túlio Ribeiro, Bongshin Lee, Robert DeLine, Adam Perer, Steven Mark Drucker

ACM Trans. Comput. Hum. Interact., February, 2023

On the Design of AI-powered Code Assistants for Notebooks.

Andrew M. McNutt, Chenglong Wang, Robert A. DeLine, Steven Mark Drucker

Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems, 2023

2022

Strategies for Reuse and Sharing among Data Scientists in Software Teams.

Will Epperson, April Yi Wang, Robert DeLine, Steven Mark Drucker

Proceedings of the 44th IEEE/ACM International Conference on Software Engineering: Software Engineering in Practice, 2022

Diff in the Loop: Supporting Data Comparison in Exploratory Data Analysis.

April Yi Wang, Will Epperson, Robert A. DeLine, Steven Mark Drucker

Proceedings of the CHI '22: CHI Conference on Human Factors in Computing Systems, New Orleans, LA, USA, 29 April 2022, 2022

Composites: A Tangible Interaction Paradigm for Visual Data Analysis in Design Practice.

Hariharan Subramonyam, Eytan Adar, Steven Mark Drucker

Proceedings of the AVI 2022: International Conference on Advanced Visual Interfaces, Frascati, Rome, Italy, June 6, 2022

2021

Data Visceralization: Enabling Deeper Understanding of Data Using Virtual Reality.

Benjamin Lee, Dave Brown, Bongshin Lee, Christophe Hurter, Steven Mark Drucker, Tim Dwyer

IEEE Trans. Vis. Comput. Graph., 2021

How Teams Communicate about the Quality of ML Models: A Case Study at an International Technology Company.

Jumana Almahmoud, Robert DeLine, Steven Mark Drucker

Proc. ACM Hum. Comput. Interact., 2021

Fork It: Supporting Stateful Alternatives in Computational Notebooks.

Nathaniel Weinman, Steven Mark Drucker, Titus Barik, Robert DeLine

Proceedings of the CHI '21: CHI Conference on Human Factors in Computing Systems, 2021

Collecting and Characterizing Natural Language Utterances for Specifying Data Visualizations.

Arjun Srinivasan, Nikhila Nyapathy, Bongshin Lee, Steven Mark Drucker, John T. Stasko

Proceedings of the CHI '21: CHI Conference on Human Factors in Computing Systems, 2021

Special Interest Group on Visualization Grammars.

Xiaoying Pu, Matthew Kay, Steven Mark Drucker, Jeffrey Heer, Dominik Moritz, Arvind Satyanarayan

Proceedings of the CHI '21: CHI Conference on Human Factors in Computing Systems, 2021

2020

AnchorViz: Facilitating Semantic Data Exploration and Concept Discovery for Interactive Machine Learning.

Jina Suh, Soroush Ghorashi, Gonzalo A. Ramos, Nan-Chen Chen, Steven Mark Drucker, Johan Verwey, Patrice Y. Simard

ACM Trans. Interact. Intell. Syst., 2020

Challenges in Evaluating Interactive Visual Machine Learning Systems.

Nadia Boukhelifa, Anastasia Bezerianos, Remco Chang, Christopher Collins, Steven Mark Drucker, Alexander Endert, Jessica Hullman, Christopher L. North, Michael Sedlmair, Theresa-Marie Rhyne

IEEE Computer Graphics and Applications, 2020

Big Data Visualization and Analytics: Future Research Challenges and Emerging Applications.

Gennady L. Andrienko, Natalia V. Andrienko, Steven Mark Drucker, Jean-Daniel Fekete, Danyel Fisher, Stratos Idreos, Tim Kraska, Guoliang Li, Kwan-Liu Ma, Jock D. Mackinlay, Antti Oulasvirta, Tobias Schreck, Heidrun Schumann, Michael Stonebraker, David Auber, Nikos Bikakis, Panos K. Chrysanthis, George Papastefanatos, Mohamed A. Sharaf

Proceedings of the Workshops of the EDBT/ICDT 2020 Joint Conference, 2020

InChorus: Designing Consistent Multimodal Interactions for Data Visualization on Tablet Devices.

Arjun Srinivasan, Bongshin Lee, Nathalie Henry Riche, Steven Mark Drucker, Ken Hinckley

Proceedings of the CHI '20: CHI Conference on Human Factors in Computing Systems, 2020

Dear Pictograph: Investigating the Role of Personalization and Immersion for Consuming and Enjoying Visualizations.

Hugo Romat, Nathalie Henry Riche, Christophe Hurter, Steven Mark Drucker, Fereshteh Amini, Ken Hinckley

Proceedings of the CHI '20: CHI Conference on Human Factors in Computing Systems, 2020

2019

Augmenting Visualizations with Interactive Data Facts to Facilitate Interpretation and Communication.

Arjun Srinivasan, Steven Mark Drucker, Alex Endert, John T. Stasko

IEEE Trans. Vis. Comput. Graph., 2019

FiberClay: Sculpting Three Dimensional Trajectories to Reveal Structural Insights.

Christophe Hurter, Nathalie Henry Riche, Steven Mark Drucker, Maxime Cordeil, Richard Alligier, Romain Vuillemot

IEEE Trans. Vis. Comput. Graph., 2019

TeleGam: Combining Visualization and Verbalization for Interpretable Machine Learning.

Fred Hohman, Arjun Srinivasan, Steven Mark Drucker

Proceedings of the 30th IEEE Visualization Conference, 2019

A system for real-time interactive analysis of deep learning training.

Shital Shah, Roland Fernandez, Steven Mark Drucker

Proceedings of the ACM SIGCHI Symposium on Engineering Interactive Computing Systems, 2019

Affinity Lens: Data-Assisted Affinity Diagramming with Augmented Reality.

Hariharan Subramonyam, Steven Mark Drucker, Eytan Adar

Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems, 2019

Gamut: A Design Probe to Understand How Data Scientists Understand Machine Learning Models.

Fred Hohman, Andrew Head, Rich Caruana, Robert DeLine, Steven Mark Drucker

Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems, 2019

Managing Messes in Computational Notebooks.

Andrew Head, Fred Hohman, Titus Barik, Steven Mark Drucker, Robert DeLine

Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems, 2019

2018

Immersive Human-Centered Computational Analytics.

Wolfgang Stuerzlinger, Tim Dwyer, Steven Mark Drucker, Carsten Görg, Chris North, Gerik Scheuermann

Proceedings of the Immersive Analytics, 2018

Interaction for Immersive Analytics.

Wolfgang Büschel, Jian Chen, Raimund Dachselt, Steven Mark Drucker, Tim Dwyer, Carsten Görg, Tobias Isenberg, Andreas Kerren, Chris North, Wolfgang Stuerzlinger

Proceedings of the Immersive Analytics, 2018

Atom: A Grammar for Unit Visualizations.

Deokgun Park, Steven Mark Drucker, Roland Fernandez, Niklas Elmqvist

IEEE Trans. Vis. Comput. Graph., 2018

Querying Videos Using DNN Generated Labels.

Yifan Wu, Steven Mark Drucker, Matthai Philipose, Lenin Ravindranath

Proceedings of the Workshop on Human-In-the-Loop Data Analytics, 2018

AnchorViz: Facilitating Classifier Error Discovery through Interactive Semantic Data Exploration.

Nan-Chen Chen, Jina Suh, Johan Verwey, Gonzalo A. Ramos, Steven Mark Drucker, Patrice Y. Simard

Proceedings of the 23rd International Conference on Intelligent User Interfaces, 2018

What's the Difference?: Evaluating Variations of Multi-Series Bar Charts for Visual Comparison Tasks.

Arjun Srinivasan, Matthew Brehmer, Bongshin Lee, Steven Mark Drucker

Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems, 2018

2017

Iterating between Tools to Create and Edit Visualizations.

Alex Bigelow, Steven Mark Drucker, Danyel Fisher, Miriah D. Meyer

IEEE Trans. Vis. Comput. Graph., 2017

2016

SlideSpace: Heuristic Design of a Hybrid Presentation Medium.

Darren Edge, Xi Yang, Yasmine Kotturi, Shuoping Wang, Dan Feng, Bongshin Lee, Steven Mark Drucker

ACM Trans. Comput. Hum. Interact., 2016

The bones of the system: a case study of logging and telemetry at Microsoft.

Titus Barik, Robert DeLine, Steven Mark Drucker, Danyel Fisher

Proceedings of the 38th International Conference on Software Engineering, 2016

2015

Exploring Topical Lead-Lag across Corpora.

Shixia Liu, Yang Chen, Hao Wei, Jing Yang, Kun Zhou, Steven Mark Drucker

IEEE Trans. Knowl. Data Eng., 2015

Refinery: Visual Exploration of Large, Heterogeneous Networks through Associative Browsing.

Sanjay Kairam, Nathalie Henry Riche, Steven Mark Drucker, Roland Fernandez, Jeffrey Heer

Comput. Graph. Forum, 2015

FeatureInsight: Visual support for error-driven feature ideation in text classification.

Michael Brooks, Saleema Amershi, Bongshin Lee, Steven Mark Drucker, Ashish Kapoor, Patrice Y. Simard

Proceedings of the 10th IEEE Conference on Visual Analytics Science and Technology, 2015

(s|qu)eries: Visual Regular Expressions for Querying and Exploring Event Sequences.

Emanuel Zgraggen, Steven Mark Drucker, Danyel Fisher, Robert DeLine

Proceedings of the 33rd Annual ACM Conference on Human Factors in Computing Systems, 2015

ModelTracker: Redesigning Performance Analysis Tools for Machine Learning.

Saleema Amershi, Max Chickering, Steven Mark Drucker, Bongshin Lee, Patrice Y. Simard, Jina Suh

Proceedings of the 33rd Annual ACM Conference on Human Factors in Computing Systems, 2015

2014

PanoramicData: Data Analysis through Pen & Touch.

Emanuel Zgraggen, Robert C. Zeleznik, Steven Mark Drucker

IEEE Trans. Vis. Comput. Graph., 2014

Reducing legacy bias in gesture elicitation studies.

Meredith Ringel Morris, Andreea Danielescu, Steven Mark Drucker, Danyel Fisher, Bongshin Lee, m. c. schraefel, Jacob O. Wobbrock

Interactions, 2014

Business Intelligence Analytics [Guest editors' introduction].

Danyel Fisher, Steven Mark Drucker, Mary Czerwinski

IEEE Computer Graphics and Applications, 2014

DemoWiz: re-performing software demonstrations for a live presentation.

Pei-Yu Chi, Bongshin Lee, Steven Mark Drucker

Proceedings of the CHI Conference on Human Factors in Computing Systems, 2014

Reflections on how designers design with data.

Alex Bigelow, Steven Mark Drucker, Danyel Fisher, Miriah D. Meyer

Proceedings of the International Working Conference on Advanced Visual Interfaces, 2014

2013

A Deeper Understanding of Sequence in Narrative Visualization.

Jessica Hullman, Steven Mark Drucker, Nathalie Henry Riche, Bongshin Lee, Danyel Fisher, Eytan Adar

IEEE Trans. Vis. Comput. Graph., 2013

Stat!: an interactive analytics environment for big data.

Mike Barnett, Badrish Chandramouli, Robert DeLine, Steven Mark Drucker, Danyel Fisher, Jonathan Goldstein, Patrick Morrison, John C. Platt

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2013

Evaluation methods for creativity support environments.

Andruid Kerne, Andrew M. Webb, Celine Latulipe, Erin A. Carroll, Steven Mark Drucker, Linda Candy, Kristina Höök

Proceedings of the 2013 ACM SIGCHI Conference on Human Factors in Computing Systems, 2013

TouchViz: a case study comparing two interfaces for data analytics on tablets.

Steven Mark Drucker, Danyel Fisher, Ramik Sadana, Jessica Herron, m. c. schraefel

Proceedings of the 2013 ACM SIGCHI Conference on Human Factors in Computing Systems, 2013

2012

Quality prediction for image completion.

Johannes Kopf, Wolf Kienzle, Steven Mark Drucker, Sing Bing Kang

ACM Trans. Graph., 2012

Foveated 3D graphics.

Brian K. Guenter, Mark Finch, Steven Mark Drucker, Desney S. Tan, John M. Snyder

ACM Trans. Graph., 2012

Interactions with big data analytics.

Danyel Fisher, Robert DeLine, Mary Czerwinski, Steven Mark Drucker

Interactions, 2012

Exploratory Visualization Involving Incremental, Approximate Database Queries and Uncertainty.

Danyel Fisher, Steven Mark Drucker, Arnd Christian König

IEEE Computer Graphics and Applications, 2012

Cliplets: juxtaposing still and dynamic imagery.

Neel Joshi, Sisil Mehta, Steven Mark Drucker, Eric J. Stollnitz, Hugues Hoppe, Matthew Uyttendaele, Michael F. Cohen

Proceedings of the 25th Annual ACM Symposium on User Interface Software and Technology, 2012

Trust me, i'm partially right: incremental visualization lets analysts explore large datasets faster.

Danyel Fisher, Igor O. Popov, Steven Mark Drucker, m. c. schraefel

Proceedings of the CHI Conference on Human Factors in Computing Systems, 2012

TimeSlice: interactive faceted browsing of timeline data.

Jian Zhao, Steven Mark Drucker, Danyel Fisher, Donald Brinkman

Proceedings of the International Working Conference on Advanced Visual Interfaces, 2012

Visualization Surfaces.

Turner Whitted, Steven Mark Drucker

Proceedings of the Expanding the Frontiers of Visual Analytics and Visualization, 2012

2011

Online Visualization of Geospatial Stream Data using the WorldWide Telescope.

Mohamed H. Ali, Badrish Chandramouli, Jonathan Fay, Curtis Wong, Steven Mark Drucker, Balan Sethu Raman

Proc. VLDB Endow., 2011

Helping Users Sort Faster with Adaptive Machine Learning Recommendations.

Steven Mark Drucker, Danyel Fisher, Sumit Basu

Proceedings of the Human-Computer Interaction - INTERACT 2011, 2011

Using Multiple Models to Understand Data.

Kayur Patel, Steven Mark Drucker, James Fogarty, Ashish Kapoor, Desney S. Tan

Proceedings of the IJCAI 2011, 2011

2010

WebCharts: Extending Applications with Web-Authored, Embeddable Visualizations.

Danyel Fisher, Steven Mark Drucker, Roland Fernandez, Scott Ruble

IEEE Trans. Vis. Comput. Graph., 2010

Gestalt: integrated support for implementation and analysis in machine learning.

Kayur Patel, Naomi Bancroft, Steven Mark Drucker, James Fogarty, Amy J. Ko, James A. Landay

Proceedings of the 23rd Annual ACM Symposium on User Interface Software and Technology, 2010

Assisting Users with Clustering Tasks by Combining Metric Learning and Classification.

Sumit Basu, Danyel Fisher, Steven Mark Drucker, Hao Lu

Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence, 2010

2009

Attaching UI enhancements to websites with end users.

Michael Toomim, Steven Mark Drucker, Mira Dontcheva, Ali Rahimi, Blake Thomson, James A. Landay

Proceedings of the 27th International Conference on Human Factors in Computing Systems, 2009

Visual snippets: summarizing web pages for search and revisitation.

Jaime Teevan, Edward Cutrell, Danyel Fisher, Steven Mark Drucker, Gonzalo A. Ramos, Paul André, Chang Hu

Proceedings of the 27th International Conference on Human Factors in Computing Systems, 2009

Exploring websites through contextual facets.

Yevgeniy Eugene Medynskiy, Mira Dontcheva, Steven Mark Drucker

Proceedings of the 27th International Conference on Human Factors in Computing Systems, 2009

2008

Annotating gigapixel images.

Qing Luan, Steven Mark Drucker, Johannes Kopf, Ying-Qing Xu, Michael F. Cohen

Proceedings of the 21st Annual ACM Symposium on User Interface Software and Technology, 2008

Pixaura: supporting tentative decision making when selecting and sharing digital photos.

Lalatendu Satpathy, Saara Kamppari, Bridget A. Lewis, Ajay Prasad, Yong Woo Rhee, Benjamin Elgart, Steven Mark Drucker

Proceedings of the 22nd British HCI Group Annual Conference on HCI 2008: People and Computers XXII: Culture, Creativity, Interaction, 2008

2007

Instrumenting the Dynamic Web.

Andy Edmonds, Ryen W. White, Dan Morris, Steven Mark Drucker

J. Web Eng., 2007

Investigating behavioral variability in web search.

Ryen W. White, Steven Mark Drucker

Proceedings of the 16th International Conference on World Wide Web, 2007

Relations, cards, and search templates: user-guided web data integration and layout.

Mira Dontcheva, Steven Mark Drucker, David Salesin, Michael F. Cohen

Proceedings of the 20th Annual ACM Symposium on User Interface Software and Technology, 2007

Face Recognition using Discriminatively Trained Orthogonal Rank One Tensor Projections.

Gang Hua, Paul A. Viola, Steven Mark Drucker

Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

Exploratory search and HCI: designing and evaluating interfaces to support exploratory search interaction.

Ryen W. White, Steven Mark Drucker, Gary Marchionini, Marti A. Hearst, m. c. schraefel

Proceedings of the Extended Abstracts Proceedings of the 2007 Conference on Human Factors in Computing Systems, 2007

2006

The cartoon animation filter.

Jue Wang, Steven Mark Drucker, Maneesh Agrawala, Michael F. Cohen

ACM Trans. Graph., 2006

Introduction.

Ryen W. White, Bill Kules, Steven Mark Drucker, Monica M. C. Schraefel

Commun. ACM, 2006

Find that photo!: interface strategies to annotate, browse, and share.

Ben Shneiderman, Benjamin B. Bederson, Steven Mark Drucker

Commun. ACM, 2006

Code Thumbnails: Using Spatial Memory to Navigate Source Code.

Robert DeLine, Mary Czerwinski, Brian Meyers, Gina Venolia, Steven Mark Drucker, George G. Robertson

Proceedings of the 2006 IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC 2006), 2006

Comparing and managing multiple versions of slide presentations.

Steven Mark Drucker, Georg Petschnigg, Maneesh Agrawala

Proceedings of the 19th Annual ACM Symposium on User Interface Software and Technology, 2006

Summarizing personal web browsing sessions.

Mira Dontcheva, Steven Mark Drucker, Geraldine Wade, David Salesin, Michael F. Cohen

Proceedings of the 19th Annual ACM Symposium on User Interface Software and Technology, 2006

Dance your work away: exploring step user interfaces.

Brian Meyers, A. J. Bernheim Brush, Steven Mark Drucker, Marc A. Smith, Mary Czerwinski

Proceedings of the Extended Abstracts Proceedings of the 2006 Conference on Human Factors in Computing Systems, 2006

2005

Time quilt: scaling up zoomable photo browsers for large, unstructured photo collections.

David Huynh, Steven Mark Drucker, Patrick Baudisch, Curtis Wong

Proceedings of the Extended Abstracts Proceedings of the 2005 Conference on Human Factors in Computing Systems, 2005

2004

Interactive digital photomontage.

Aseem Agarwala, Mira Dontcheva, Maneesh Agrawala, Steven Mark Drucker, Alex Colburn, Brian Curless, David Salesin, Michael F. Cohen

ACM Trans. Graph., 2004

Toward universal mobile interaction for shared displays.

Tim Paek, Maneesh Agrawala, Sumit Basu, Steven Mark Drucker, Trausti T. Kristjansson, Ron Logan, Kentaro Toyama, Andy D. Wilson

Proceedings of the 2004 ACM Conference on Computer Supported Cooperative Work, 2004

MediaBrowser: reclaiming the shoebox.

Steven Mark Drucker, Curtis Wong, Asta Roseway, Steven Glenner, Steven De Mar

Proceedings of the working conference on Advanced visual interfaces, 2004

2002

MyLifeBits: fulfilling the Memex vision.

Jim Gemmell, Gordon Bell, Roger Lueder, Steven Mark Drucker, Curtis Wong

Proceedings of the 10th ACM International Conference on Multimedia 2002, 2002

SmartSkip: consumer level browsing and skipping of digital video content.

Steven Mark Drucker, Asta Glatzer, Steven De Mar, Curtis Wong

Proceedings of the CHI 2002 Conference on Human Factors in Computing Systems: Changing our World, 2002

2000

The social life of small graphical chat spaces.

Marc A. Smith, Shelly Farnham, Steven Mark Drucker

Proceedings of the CHI 2000 Conference on Human factors in computing systems, 2000

The effect of communication modality on cooperation in online environments.

Carlos Jensen, Shelly Farnham, Steven Mark Drucker, Peter Kollock

Proceedings of the CHI 2000 Conference on Human factors in computing systems, 2000

1999

Alternative Interfaces for Chat.

David Vronay, Marc A. Smith, Steven Mark Drucker

Proceedings of the 12th Annual ACM Symposium on User Interface Software and Technology, 1999

Counting on community in cyberspace.

Marc A. Smith, Steven Mark Drucker, Robert E. Kraut, Barry Wellman

Proceedings of the CHI '99 Extended Abstracts on Human Factors in Computing Systems, 1999

1998

The Architecture of a Distributed Virtual Worlds System.

Manny Vellon, Kirk Marple, Don Mitchell, Steven Mark Drucker

Proceedings of the 4th USENIX Conference on Object-Oriented Technologies and Systems (COOTS), 1998

1995

CamDroid: A System for Implementing Intelligent Camera Control.

Steven Mark Drucker, David Zeltzer

Proceedings of the 1995 Symposium on Interactive 3D Graphics, 1995

1992

CINEMA: A System for Procedural Camera Movements.

Steven Mark Drucker, Tinsley A. Galyean, David Zeltzer

Proceedings of the 1992 Symposium on Interactive 3D Graphics, SI3D '92, Cambridge, MA, USA, March 29, 1992

1989

Task-level robot learning: juggling a tennis ball more accurately.

Eric W. Aboaf, Steven Mark Drucker, Christopher G. Atkeson

Proceedings of the 1989 IEEE International Conference on Robotics and Automation, 1989

1988

Intermedia: The Concept and the Construction of a Seamless Information Environment.

Nicole Yankelovich, Bernard J. Haan, Norman K. Meyrowitz, Steven Mark Drucker

Computer, 1988

1987

Performance analysis of a tactile sensor.

David M. Siegel, Steven Mark Drucker, Iñaki Garabieta

Proceedings of the 1987 IEEE International Conference on Robotics and Automation, Raleigh, North Carolina, USA, March 31, 1987