Steven Mark Drucker

Publication Activity (10 Years)

Years Active: 1987-2024
Publications (10 Years): 41

Top Topics

Business Intelligence

Regular Expressions

Data Exploration

Data Visualization

Top Venues

IEEE Trans. Vis. Comput. Graph.

ACM Trans. Comput. Hum. Interact.

Publications

Ken Gu, Ruoxi Shang, Tim Althoff, Chenglong Wang, Steven Mark Drucker
How Do Analysts Understand and Verify AI-Assisted Data Analyses? CHI (2024)
Ángel Alexander Cabrera, Marco Túlio Ribeiro, Bongshin Lee, Robert DeLine, Adam Perer, Steven Mark Drucker
What Did My AI Learn? How Data Scientists Make Sense of Model Behavior. ACM Trans. Comput. Hum. Interact. 30 (1) (2023)
Andrew M. McNutt, Chenglong Wang, Robert A. DeLine, Steven Mark Drucker
On the Design of AI-powered Code Assistants for Notebooks. CHI (2023)
Andrew M. McNutt, Chenglong Wang, Robert A. DeLine, Steven Mark Drucker
On the Design of AI-powered Code Assistants for Notebooks. CoRR (2023)
Ken Gu, Ruoxi Shang, Tim Althoff, Chenglong Wang, Steven Mark Drucker
How Do Analysts Understand and Verify AI-Assisted Data Analyses? CoRR (2023)
Hariharan Subramonyam, Eytan Adar, Steven Mark Drucker
Composites: A Tangible Interaction Paradigm for Visual Data Analysis in Design Practice. AVI (2022)
April Yi Wang, Will Epperson, Robert A. DeLine, Steven Mark Drucker
Diff in the Loop: Supporting Data Comparison in Exploratory Data Analysis. CHI (2022)
Will Epperson, April Yi Wang, Robert DeLine, Steven Mark Drucker
Strategies for Reuse and Sharing among Data Scientists in Software Teams. ICSE (SEIP) (2022)
Nathaniel Weinman, Steven Mark Drucker, Titus Barik, Robert DeLine
Fork It: Supporting Stateful Alternatives in Computational Notebooks. CHI (2021)
Arjun Srinivasan, Nikhila Nyapathy, Bongshin Lee, Steven Mark Drucker, John T. Stasko
Collecting and Characterizing Natural Language Utterances for Specifying Data Visualizations. CHI (2021)
Benjamin Lee, Dave Brown, Bongshin Lee, Christophe Hurter, Steven Mark Drucker, Tim Dwyer
Data Visceralization: Enabling Deeper Understanding of Data Using Virtual Reality. IEEE Trans. Vis. Comput. Graph. 27 (2) (2021)
Xiaoying Pu, Matthew Kay, Steven Mark Drucker, Jeffrey Heer, Dominik Moritz, Arvind Satyanarayan
Special Interest Group on Visualization Grammars. CHI Extended Abstracts (2021)
Arjun Srinivasan, Nikhila Nyapathy, Bongshin Lee, Steven Mark Drucker, John T. Stasko
Collecting and Characterizing Natural Language Utterances for Specifying Data Visualizations. CoRR (2021)
Jumana Almahmoud, Robert DeLine, Steven Mark Drucker
How Teams Communicate about the Quality of ML Models: A Case Study at an International Technology Company. Proc. ACM Hum. Comput. Interact. 5 (GROUP) (2021)
Hugo Romat, Nathalie Henry Riche, Christophe Hurter, Steven Mark Drucker, Fereshteh Amini, Ken Hinckley
Dear Pictograph: Investigating the Role of Personalization and Immersion for Consuming and Enjoying Visualizations. CHI (2020)
Benjamin Lee, Dave Brown, Bongshin Lee, Christophe Hurter, Steven Mark Drucker, Tim Dwyer
Data Visceralization: Enabling Deeper Understanding of Data Using Virtual Reality. CoRR (2020)
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
Big Data Visualization and Analytics: Future Research Challenges and Emerging Applications. EDBT/ICDT Workshops (2020)
Arjun Srinivasan, Bongshin Lee, Nathalie Henry Riche, Steven Mark Drucker, Ken Hinckley
InChorus: Designing Consistent Multimodal Interactions for Data Visualization on Tablet Devices. CHI (2020)
Arjun Srinivasan, Bongshin Lee, Nathalie Henry Riche, Steven Mark Drucker, Ken Hinckley
InChorus: Designing Consistent Multimodal Interactions for Data Visualization on Tablet Devices. CoRR (2020)
Jina Suh, Soroush Ghorashi, Gonzalo A. Ramos, Nan-Chen Chen, Steven Mark Drucker, Johan Verwey, Patrice Y. Simard
AnchorViz: Facilitating Semantic Data Exploration and Concept Discovery for Interactive Machine Learning. ACM Trans. Interact. Intell. Syst. 10 (1) (2020)
Nadia Boukhelifa, Anastasia Bezerianos, Remco Chang, Christopher Collins, Steven Mark Drucker, Alexander Endert, Jessica Hullman, Christopher L. North, Michael Sedlmair, Theresa-Marie Rhyne
Challenges in Evaluating Interactive Visual Machine Learning Systems. IEEE Computer Graphics and Applications 40 (6) (2020)
Shital Shah, Roland Fernandez, Steven Mark Drucker
A System for Real-Time Interactive Analysis of Deep Learning Training. CoRR (2020)
Fred Hohman, Andrew Head, Rich Caruana, Robert DeLine, Steven Mark Drucker
Gamut: A Design Probe to Understand How Data Scientists Understand Machine Learning Models. CHI (2019)
Arjun Srinivasan, Steven Mark Drucker, Alex Endert, John T. Stasko
Augmenting Visualizations with Interactive Data Facts to Facilitate Interpretation and Communication. IEEE Trans. Vis. Comput. Graph. 25 (1) (2019)
Fred Hohman, Arjun Srinivasan, Steven Mark Drucker
TeleGam: Combining Visualization and Verbalization for Interpretable Machine Learning. IEEE VIS (Short Papers) (2019)
Andrew Head, Fred Hohman, Titus Barik, Steven Mark Drucker, Robert DeLine
Managing Messes in Computational Notebooks. CHI (2019)
Hariharan Subramonyam, Steven Mark Drucker, Eytan Adar
Affinity Lens: Data-Assisted Affinity Diagramming with Augmented Reality. CHI (2019)
Christophe Hurter, Nathalie Henry Riche, Steven Mark Drucker, Maxime Cordeil, Richard Alligier, Romain Vuillemot
FiberClay: Sculpting Three Dimensional Trajectories to Reveal Structural Insights. IEEE Trans. Vis. Comput. Graph. 25 (1) (2019)
Shital Shah, Roland Fernandez, Steven Mark Drucker
A system for real-time interactive analysis of deep learning training. EICS (2019)
Nan-Chen Chen, Jina Suh, Johan Verwey, Gonzalo A. Ramos, Steven Mark Drucker, Patrice Y. Simard
AnchorViz: Facilitating Classifier Error Discovery through Interactive Semantic Data Exploration. IUI (2018)
Arjun Srinivasan, Matthew Brehmer, Bongshin Lee, Steven Mark Drucker
What's the Difference?: Evaluating Variations of Multi-Series Bar Charts for Visual Comparison Tasks. CHI (2018)
Yifan Wu, Steven Mark Drucker, Matthai Philipose, Lenin Ravindranath
Querying Videos Using DNN Generated Labels. HILDA@SIGMOD (2018)
Deokgun Park, Steven Mark Drucker, Roland Fernandez, Niklas Elmqvist
Atom: A Grammar for Unit Visualizations. IEEE Trans. Vis. Comput. Graph. 24 (12) (2018)
Alex Bigelow, Steven Mark Drucker, Danyel Fisher, Miriah D. Meyer
Iterating between Tools to Create and Edit Visualizations. IEEE Trans. Vis. Comput. Graph. 23 (1) (2017)
Titus Barik, Robert DeLine, Steven Mark Drucker, Danyel Fisher
The bones of the system: a case study of logging and telemetry at Microsoft. ICSE (Companion Volume) (2016)
Darren Edge, Xi Yang, Yasmine Kotturi, Shuoping Wang, Dan Feng, Bongshin Lee, Steven Mark Drucker
SlideSpace: Heuristic Design of a Hybrid Presentation Medium. ACM Trans. Comput. Hum. Interact. 23 (3) (2016)
Emanuel Zgraggen, Steven Mark Drucker, Danyel Fisher, Robert DeLine
(s|qu)eries: Visual Regular Expressions for Querying and Exploring Event Sequences. CHI (2015)
Sanjay Kairam, Nathalie Henry Riche, Steven Mark Drucker, Roland Fernandez, Jeffrey Heer
Refinery: Visual Exploration of Large, Heterogeneous Networks through Associative Browsing. Comput. Graph. Forum 34 (3) (2015)
Michael Brooks, Saleema Amershi, Bongshin Lee, Steven Mark Drucker, Ashish Kapoor, Patrice Y. Simard
FeatureInsight: Visual support for error-driven feature ideation in text classification. VAST (2015)
Saleema Amershi, Max Chickering, Steven Mark Drucker, Bongshin Lee, Patrice Y. Simard, Jina Suh
ModelTracker: Redesigning Performance Analysis Tools for Machine Learning. CHI (2015)
Shixia Liu, Yang Chen, Hao Wei, Jing Yang, Kun Zhou, Steven Mark Drucker
Exploring Topical Lead-Lag across Corpora. IEEE Trans. Knowl. Data Eng. 27 (1) (2015)
Danyel Fisher, Steven Mark Drucker, Mary Czerwinski
Business Intelligence Analytics [Guest editors' introduction]. IEEE Computer Graphics and Applications 34 (5) (2014)
Pei-Yu Chi, Bongshin Lee, Steven Mark Drucker
DemoWiz: re-performing software demonstrations for a live presentation. CHI (2014)
Emanuel Zgraggen, Robert C. Zeleznik, Steven Mark Drucker
PanoramicData: Data Analysis through Pen & Touch. IEEE Trans. Vis. Comput. Graph. 20 (12) (2014)
Meredith Ringel Morris, Andreea Danielescu, Steven Mark Drucker, Danyel Fisher, Bongshin Lee, m. c. schraefel, Jacob O. Wobbrock
Reducing legacy bias in gesture elicitation studies. Interactions 21 (3) (2014)
Alex Bigelow, Steven Mark Drucker, Danyel Fisher, Miriah D. Meyer
Reflections on how designers design with data. AVI (2014)
Andruid Kerne, Andrew M. Webb, Celine Latulipe, Erin A. Carroll, Steven Mark Drucker, Linda Candy, Kristina Höök
Evaluation methods for creativity support environments. CHI Extended Abstracts (2013)
Jessica Hullman, Steven Mark Drucker, Nathalie Henry Riche, Bongshin Lee, Danyel Fisher, Eytan Adar
A Deeper Understanding of Sequence in Narrative Visualization. IEEE Trans. Vis. Comput. Graph. 19 (12) (2013)
Mike Barnett, Badrish Chandramouli, Robert DeLine, Steven Mark Drucker, Danyel Fisher, Jonathan Goldstein, Patrick Morrison, John C. Platt
Stat!: an interactive analytics environment for big data. SIGMOD Conference (2013)
Steven Mark Drucker, Danyel Fisher, Ramik Sadana, Jessica Herron, m. c. schraefel
TouchViz: a case study comparing two interfaces for data analytics on tablets. CHI (2013)
Danyel Fisher, Igor O. Popov, Steven Mark Drucker, m. c. schraefel
Trust me, i'm partially right: incremental visualization lets analysts explore large datasets faster. CHI (2012)
Danyel Fisher, Robert DeLine, Mary Czerwinski, Steven Mark Drucker
Interactions with big data analytics. Interactions 19 (3) (2012)
Jian Zhao, Steven Mark Drucker, Danyel Fisher, Donald Brinkman
TimeSlice: interactive faceted browsing of timeline data. AVI (2012)
Danyel Fisher, Steven Mark Drucker, Arnd Christian König
Exploratory Visualization Involving Incremental, Approximate Database Queries and Uncertainty. IEEE Computer Graphics and Applications 32 (4) (2012)
Brian K. Guenter, Mark Finch, Steven Mark Drucker, Desney S. Tan, John M. Snyder
Foveated 3D graphics. ACM Trans. Graph. 31 (6) (2012)
Neel Joshi, Sisil Mehta, Steven Mark Drucker, Eric J. Stollnitz, Hugues Hoppe, Matthew Uyttendaele, Michael F. Cohen
Cliplets: juxtaposing still and dynamic imagery. UIST (2012)
Johannes Kopf, Wolf Kienzle, Steven Mark Drucker, Sing Bing Kang
Quality prediction for image completion. ACM Trans. Graph. 31 (6) (2012)
Steven Mark Drucker, Danyel Fisher, Sumit Basu
Helping Users Sort Faster with Adaptive Machine Learning Recommendations. INTERACT (3) (2011)
Kayur Patel, Steven Mark Drucker, James Fogarty, Ashish Kapoor, Desney S. Tan
Using Multiple Models to Understand Data. IJCAI (2011)
Mohamed H. Ali, Badrish Chandramouli, Jonathan Fay, Curtis Wong, Steven Mark Drucker, Balan Sethu Raman
Online Visualization of Geospatial Stream Data using the WorldWide Telescope. Proc. VLDB Endow. 4 (12) (2011)
Kayur Patel, Naomi Bancroft, Steven Mark Drucker, James Fogarty, Amy J. Ko, James A. Landay
Gestalt: integrated support for implementation and analysis in machine learning. UIST (2010)
Sumit Basu, Danyel Fisher, Steven Mark Drucker, Hao Lu
Assisting Users with Clustering Tasks by Combining Metric Learning and Classification. AAAI (2010)
Danyel Fisher, Steven Mark Drucker, Roland Fernandez, Scott Ruble
WebCharts: Extending Applications with Web-Authored, Embeddable Visualizations. IEEE Trans. Vis. Comput. Graph. 16 (6) (2010)
Michael Toomim, Steven Mark Drucker, Mira Dontcheva, Ali Rahimi, Blake Thomson, James A. Landay
Attaching UI enhancements to websites with end users. CHI (2009)
Jaime Teevan, Edward Cutrell, Danyel Fisher, Steven Mark Drucker, Gonzalo A. Ramos, Paul André, Chang Hu
Visual snippets: summarizing web pages for search and revisitation. CHI (2009)
Yevgeniy Eugene Medynskiy, Mira Dontcheva, Steven Mark Drucker
Exploring websites through contextual facets. CHI (2009)
Lalatendu Satpathy, Saara Kamppari, Bridget Lewis, Ajay Prasad, Yong Woo Rhee, Benjamin Elgart, Steven Mark Drucker
Pixaura: supporting tentative decision making when selecting and sharing digital photos. BCS HCI (2) (2008)
Qing Luan, Steven Mark Drucker, Johannes Kopf, Ying-Qing Xu, Michael F. Cohen
Annotating gigapixel images. UIST (2008)
Ryen W. White, Steven Mark Drucker, Gary Marchionini, Marti A. Hearst, m. c. schraefel
Exploratory search and HCI: designing and evaluating interfaces to support exploratory search interaction. CHI Extended Abstracts (2007)
Mira Dontcheva, Steven Mark Drucker, David Salesin, Michael F. Cohen
Relations, cards, and search templates: user-guided web data integration and layout. UIST (2007)
Andy Edmonds, Ryen W. White, Dan Morris, Steven Mark Drucker
Instrumenting the Dynamic Web. J. Web Eng. 6 (3) (2007)
Gang Hua, Paul A. Viola, Steven Mark Drucker
Face Recognition using Discriminatively Trained Orthogonal Rank One Tensor Projections. CVPR (2007)
Ryen W. White, Steven Mark Drucker
Investigating behavioral variability in web search. WWW (2007)
Brian Meyers, A. J. Bernheim Brush, Steven Mark Drucker, Marc A. Smith, Mary Czerwinski
Dance your work away: exploring step user interfaces. CHI Extended Abstracts (2006)
Robert DeLine, Mary Czerwinski, Brian Meyers, Gina Venolia, Steven Mark Drucker, George G. Robertson
Code Thumbnails: Using Spatial Memory to Navigate Source Code. VL/HCC (2006)
Ben Shneiderman, Benjamin B. Bederson, Steven Mark Drucker
Find that photo!: interface strategies to annotate, browse, and share. Commun. ACM 49 (4) (2006)
Jue Wang, Steven Mark Drucker, Maneesh Agrawala, Michael F. Cohen
The cartoon animation filter. ACM Trans. Graph. 25 (3) (2006)
Steven Mark Drucker, Georg Petschnigg, Maneesh Agrawala
Comparing and managing multiple versions of slide presentations. UIST (2006)
Ryen W. White, Bill Kules, Steven Mark Drucker, Monica M. C. Schraefel
Introduction. Commun. ACM 49 (4) (2006)
Mira Dontcheva, Steven Mark Drucker, Geraldine Wade, David Salesin, Michael F. Cohen
Summarizing personal web browsing sessions. UIST (2006)
David Huynh, Steven Mark Drucker, Patrick Baudisch, Curtis Wong
Time quilt: scaling up zoomable photo browsers for large, unstructured photo collections. CHI Extended Abstracts (2005)
Aseem Agarwala, Mira Dontcheva, Maneesh Agrawala, Steven Mark Drucker, Alex Colburn, Brian Curless, David Salesin, Michael F. Cohen
Interactive digital photomontage. ACM Trans. Graph. 23 (3) (2004)
Tim Paek, Maneesh Agrawala, Sumit Basu, Steven Mark Drucker, Trausti T. Kristjansson, Ron Logan, Kentaro Toyama, Andy Wilson
Toward universal mobile interaction for shared displays. CSCW (2004)
Steven Mark Drucker, Curtis Wong, Asta Roseway, Steven Glenner, Steven De Mar
MediaBrowser: reclaiming the shoebox. AVI (2004)
Jim Gemmell, Gordon Bell, Roger Lueder, Steven Mark Drucker, Curtis Wong
MyLifeBits: fulfilling the Memex vision. ACM Multimedia (2002)
Steven Mark Drucker, Asta Glatzer, Steven De Mar, Curtis Wong
SmartSkip: consumer level browsing and skipping of digital video content. CHI (2002)
Carlos Jensen, Shelly Farnham, Steven Mark Drucker, Peter Kollock
The effect of communication modality on cooperation in online environments. CHI (2000)
Marc A. Smith, Shelly Farnham, Steven Mark Drucker
The social life of small graphical chat spaces. CHI (2000)
Marc A. Smith, Steven Mark Drucker, Robert E. Kraut, Barry Wellman
Counting on community in cyberspace. CHI Extended Abstracts (1999)
David Vronay, Marc A. Smith, Steven Mark Drucker
Alternative Interfaces for Chat. ACM Symposium on User Interface Software and Technology (1999)
Manny Vellon, Kirk Marple, Don Mitchell, Steven Mark Drucker
The Architecture of a Distributed Virtual Worlds System. COOTS (1998)
Steven Mark Drucker, David Zeltzer
CamDroid: A System for Implementing Intelligent Camera Control. SI3D (1995)
Steven Mark Drucker, Tinsley A. Galyean, David Zeltzer
CINEMA: A System for Procedural Camera Movements. SI3D (1992)
Eric W. Aboaf, Steven Mark Drucker, Christopher G. Atkeson
Task-level robot learning: juggling a tennis ball more accurately. ICRA (1989)
Nicole Yankelovich, Bernard J. Haan, Norman K. Meyrowitz, Steven Mark Drucker
Intermedia: The Concept and the Construction of a Seamless Information Environment. Computer 21 (1) (1988)
David M. Siegel, Steven Mark Drucker, Iñaki Garabieta
Performance analysis of a tactile sensor. ICRA (1987)