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Steven Mark Drucker
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- affiliation: Microsoft Research, Redmond, WA, USA
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2020 – today
- 2024
- [c62]Ken Gu
, Ruoxi Shang
How Do Analysts Understand and Verify AI-Assisted Data Analyses? CHI 2024: 748:1-748:22 - [i8]Chenglong Wang, Bongshin Lee, Steven Mark Drucker, Dan Marshall, Jianfeng Gao:
Data Formulator 2: Iteratively Creating Rich Visualizations with AI. CoRR abs/2408.16119 (2024) - [i7]Jeevana Priya Inala, Chenglong Wang, Steven Mark Drucker, Gonzalo Ramos, Victor Dibia, Nathalie Riche, Dave Brown, Dan Marshall, Jianfeng Gao:
Data Analysis in the Era of Generative AI. CoRR abs/2409.18475 (2024) - 2023
- [j28]Ángel Alexander Cabrera
What Did My AI Learn? How Data Scientists Make Sense of Model Behavior. ACM Trans. Comput. Hum. Interact. 30(1): 1-27 (2023) - [c61]Andrew M. McNutt
On the Design of AI-powered Code Assistants for Notebooks. CHI 2023: 434:1-434:16 - [i6]Andrew M. McNutt, Chenglong Wang, Robert A. DeLine, Steven Mark Drucker:
On the Design of AI-powered Code Assistants for Notebooks. CoRR abs/2301.11178 (2023) - [i5]Ken Gu, Ruoxi Shang, Tim Althoff, Chenglong Wang, Steven Mark Drucker:
How Do Analysts Understand and Verify AI-Assisted Data Analyses? CoRR abs/2309.10947 (2023) - 2022
- [c60]Hariharan Subramonyam, Eytan Adar, Steven Mark Drucker:
Composites: A Tangible Interaction Paradigm for Visual Data Analysis in Design Practice. AVI 2022: 6:1-6:9 - [c59]April Yi Wang
Diff in the Loop: Supporting Data Comparison in Exploratory Data Analysis. CHI 2022: 97:1-97:10 - [c58]Will Epperson, April Yi Wang, Robert DeLine, Steven Mark Drucker:
Strategies for Reuse and Sharing among Data Scientists in Software Teams. ICSE (SEIP) 2022: 243-252 - [e4]Simone D. J. Barbosa, Cliff Lampe, Caroline Appert, David A. Shamma, Steven Mark Drucker, Julie R. Williamson, Koji Yatani:
CHI '22: CHI Conference on Human Factors in Computing Systems, New Orleans, LA, USA, 29 April 2022 - 5 May 2022. ACM 2022, ISBN 978-1-4503-9157-3 [contents] - 2021
- [j27]Jumana Almahmoud
How Teams Communicate about the Quality of ML Models: A Case Study at an International Technology Company. Proc. ACM Hum. Comput. Interact. 5(GROUP): 222:1-222:24 (2021) - [j26]Benjamin Lee
Data Visceralization: Enabling Deeper Understanding of Data Using Virtual Reality. IEEE Trans. Vis. Comput. Graph. 27(2): 1095-1105 (2021) - [c57]Xiaoying Pu, Matthew Kay
Special Interest Group on Visualization Grammars. CHI Extended Abstracts 2021: 162:1-162:3 - [c56]Nathaniel Weinman, Steven Mark Drucker, Titus Barik, Robert DeLine:
Fork It: Supporting Stateful Alternatives in Computational Notebooks. CHI 2021: 307:1-307:12 - [c55]Arjun Srinivasan, Nikhila Nyapathy, Bongshin Lee, Steven Mark Drucker
Collecting and Characterizing Natural Language Utterances for Specifying Data Visualizations. CHI 2021: 464:1-464:10 - [e3]Yoshifumi Kitamura, Aaron Quigley, Katherine Isbister, Takeo Igarashi, Pernille Bjørn, Steven Mark Drucker:
CHI '21: CHI Conference on Human Factors in Computing Systems, Virtual Event / Yokohama, Japan, May 8-13, 2021. ACM 2021, ISBN 978-1-4503-8096-6 [contents] - [i4]Arjun Srinivasan, Nikhila Nyapathy, Bongshin Lee, Steven Mark Drucker, John T. Stasko:
Collecting and Characterizing Natural Language Utterances for Specifying Data Visualizations. CoRR abs/2110.00680 (2021) - 2020
- [j25]Nadia Boukhelifa, Anastasia Bezerianos, Remco Chang
Challenges in Evaluating Interactive Visual Machine Learning Systems. IEEE Computer Graphics and Applications 40(6): 88-96 (2020) - [j24]Jina Suh
AnchorViz: Facilitating Semantic Data Exploration and Concept Discovery for Interactive Machine Learning. ACM Trans. Interact. Intell. Syst. 10(1): 7:1-7:38 (2020) - [c54]Hugo Romat, Nathalie Henry Riche, Christophe Hurter
Dear Pictograph: Investigating the Role of Personalization and Immersion for Consuming and Enjoying Visualizations. CHI 2020: 1-13 - [c53]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: 1-13 - [c52]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
Big Data Visualization and Analytics: Future Research Challenges and Emerging Applications. EDBT/ICDT Workshops 2020 - [i3]Shital Shah, Roland Fernandez, Steven Mark Drucker:
A System for Real-Time Interactive Analysis of Deep Learning Training. CoRR abs/2001.01215 (2020) - [i2]Arjun Srinivasan, Bongshin Lee, Nathalie Henry Riche, Steven Mark Drucker, Ken Hinckley:
InChorus: Designing Consistent Multimodal Interactions for Data Visualization on Tablet Devices. CoRR abs/2001.06423 (2020) - [i1]Benjamin Lee, Dave Brown, Bongshin Lee, Christophe Hurter
Data Visceralization: Enabling Deeper Understanding of Data Using Virtual Reality. CoRR abs/2009.00059 (2020)
2010 – 2019
- 2019
- [j23]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): 672-681 (2019) - [j22]Christophe Hurter
FiberClay: Sculpting Three Dimensional Trajectories to Reveal Structural Insights. IEEE Trans. Vis. Comput. Graph. 25(1): 704-714 (2019) - [c51]Andrew Head
Managing Messes in Computational Notebooks. CHI 2019: 270 - [c50]Hariharan Subramonyam, Steven Mark Drucker, Eytan Adar:
Affinity Lens: Data-Assisted Affinity Diagramming with Augmented Reality. CHI 2019: 398 - [c49]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: 579 - [c48]Shital Shah, Roland Fernandez, Steven Mark Drucker:
A system for real-time interactive analysis of deep learning training. EICS 2019: 16:1-16:6 - [c47]Fred Hohman, Arjun Srinivasan, Steven Mark Drucker:
TeleGam: Combining Visualization and Verbalization for Interpretable Machine Learning. IEEE VIS (Short Papers) 2019: 151-155 - 2018
- [j21]Deokgun Park
Atom: A Grammar for Unit Visualizations. IEEE Trans. Vis. Comput. Graph. 24(12): 3032-3043 (2018) - [c46]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: 304 - [c45]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: 269-280 - [c44]Yifan Wu, Steven Mark Drucker, Matthai Philipose, Lenin Ravindranath:
Querying Videos Using DNN Generated Labels. HILDA@SIGMOD 2018: 6:1-6:6 - [p3]Wolfgang Büschel
Interaction for Immersive Analytics. Immersive Analytics 2018: 95-138 - [p2]Wolfgang Stuerzlinger
Immersive Human-Centered Computational Analytics. Immersive Analytics 2018: 139-163 - 2017
- [j20]Alex Bigelow, Steven Mark Drucker, Danyel Fisher
Iterating between Tools to Create and Edit Visualizations. IEEE Trans. Vis. Comput. Graph. 23(1): 481-490 (2017) - 2016
- [j19]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): 16:1-16:30 (2016) - [c43]Titus Barik
The bones of the system: a case study of logging and telemetry at Microsoft. ICSE (Companion Volume) 2016: 92-101 - 2015
- [j18]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): 301-310 (2015) - [j17]Shixia Liu
Exploring Topical Lead-Lag across Corpora. IEEE Trans. Knowl. Data Eng. 27(1): 115-129 (2015) - [c42]Saleema Amershi, Max Chickering, Steven Mark Drucker, Bongshin Lee, Patrice Y. Simard, Jina Suh:
ModelTracker: Redesigning Performance Analysis Tools for Machine Learning. CHI 2015: 337-346 - [c41]Emanuel Zgraggen, Steven Mark Drucker, Danyel Fisher
(s|qu)eries: Visual Regular Expressions for Querying and Exploring Event Sequences. CHI 2015: 2683-2692 - [c40]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: 105-112 - 2014
- [j16]Danyel Fisher
Business Intelligence Analytics [Guest editors' introduction]. IEEE Computer Graphics and Applications 34(5): 22-24 (2014) - [j15]Meredith Ringel Morris, Andreea Danielescu
Reducing legacy bias in gesture elicitation studies. Interactions 21(3): 40-45 (2014) - [j14]Emanuel Zgraggen, Robert C. Zeleznik, Steven Mark Drucker:
PanoramicData: Data Analysis through Pen & Touch. IEEE Trans. Vis. Comput. Graph. 20(12): 2112-2121 (2014) - [c39]Alex Bigelow, Steven Mark Drucker, Danyel Fisher
Reflections on how designers design with data. AVI 2014: 17-24 - [c38]Pei-Yu Chi, Bongshin Lee, Steven Mark Drucker:
DemoWiz: re-performing software demonstrations for a live presentation. CHI 2014: 1581-1590 - [e2]George Bebis, Richard Boyle, Bahram Parvin, Darko Koracin, Ryan P. McMahan
Advances in Visual Computing - 10th International Symposium, ISVC 2014, Las Vegas, NV, USA, December 8-10, 2014, Proceedings, Part I. Lecture Notes in Computer Science 8887, Springer 2014, ISBN 978-3-319-14248-7 [contents] - [e1]George Bebis, Richard Boyle, Bahram Parvin, Darko Koracin, Ryan P. McMahan
Advances in Visual Computing - 10th International Symposium, ISVC 2014, Las Vegas, NV, USA, December 8-10, 2014, Proceedings, Part II. Lecture Notes in Computer Science 8888, Springer 2014, ISBN 978-3-319-14363-7 [contents] - 2013
- [j13]Jessica Hullman, Steven Mark Drucker, Nathalie Henry Riche, Bongshin Lee, Danyel Fisher
A Deeper Understanding of Sequence in Narrative Visualization. IEEE Trans. Vis. Comput. Graph. 19(12): 2406-2415 (2013) - [c37]Steven Mark Drucker, Danyel Fisher
TouchViz: a case study comparing two interfaces for data analytics on tablets. CHI 2013: 2301-2310 - [c36]Andruid Kerne, Andrew M. Webb
Evaluation methods for creativity support environments. CHI Extended Abstracts 2013: 3295-3298 - [c35]Mike Barnett, Badrish Chandramouli, Robert DeLine, Steven Mark Drucker, Danyel Fisher
Stat!: an interactive analytics environment for big data. SIGMOD Conference 2013: 1013-1016 - 2012
- [j12]Danyel Fisher
Exploratory Visualization Involving Incremental, Approximate Database Queries and Uncertainty. IEEE Computer Graphics and Applications 32(4): 55-62 (2012) - [j11]Danyel Fisher
Interactions with big data analytics. Interactions 19(3): 50-59 (2012) - [j10]Johannes Kopf, Wolf Kienzle, Steven Mark Drucker, Sing Bing Kang:
Quality prediction for image completion. ACM Trans. Graph. 31(6): 131:1-131:8 (2012) - [j9]Brian K. Guenter, Mark Finch, Steven Mark Drucker, Desney S. Tan, John M. Snyder:
Foveated 3D graphics. ACM Trans. Graph. 31(6): 164:1-164:10 (2012) - [c34]Jian Zhao, Steven Mark Drucker, Danyel Fisher
TimeSlice: interactive faceted browsing of timeline data. AVI 2012: 433-436 - [c33]Danyel Fisher
Trust me, i'm partially right: incremental visualization lets analysts explore large datasets faster. CHI 2012: 1673-1682 - [c32]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: 251-260 - [p1]Turner Whitted, Steven Mark Drucker:
Visualization Surfaces. Expanding the Frontiers of Visual Analytics and Visualization 2012: 417-427 - 2011
- [j8]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): 1379-1382 (2011) - [c31]Kayur Patel, Steven Mark Drucker, James Fogarty, Ashish Kapoor, Desney S. Tan:
Using Multiple Models to Understand Data. IJCAI 2011: 1723-1728 - [c30]Steven Mark Drucker, Danyel Fisher
Helping Users Sort Faster with Adaptive Machine Learning Recommendations. INTERACT (3) 2011: 187-203 - 2010
- [j7]Danyel Fisher
WebCharts: Extending Applications with Web-Authored, Embeddable Visualizations. IEEE Trans. Vis. Comput. Graph. 16(6): 1157-1163 (2010) - [c29]Sumit Basu, Danyel Fisher, Steven Mark Drucker, Hao Lu:
Assisting Users with Clustering Tasks by Combining Metric Learning and Classification. AAAI 2010: 394-400 - [c28]Kayur Patel, Naomi Bancroft, Steven Mark Drucker, James Fogarty
Gestalt: integrated support for implementation and analysis in machine learning. UIST 2010: 37-46
2000 – 2009
- 2009
- [c27]Michael Toomim, Steven Mark Drucker, Mira Dontcheva, Ali Rahimi, Blake Thomson, James A. Landay:
Attaching UI enhancements to websites with end users. CHI 2009: 1859-1868 - [c26]Yevgeniy Eugene Medynskiy, Mira Dontcheva, Steven Mark Drucker:
Exploring websites through contextual facets. CHI 2009: 2013-2022 - [c25]Jaime Teevan, Edward Cutrell, Danyel Fisher
Visual snippets: summarizing web pages for search and revisitation. CHI 2009: 2023-2032 - 2008
- [c24]Lalatendu Satpathy, Saara Kamppari, Bridget A. 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: 87-91 - [c23]Qing Luan, Steven Mark Drucker, Johannes Kopf, Ying-Qing Xu, Michael F. Cohen:
Annotating gigapixel images. UIST 2008: 33-36 - 2007
- [j6]Andy Edmonds, Ryen W. White, Dan Morris, Steven Mark Drucker:
Instrumenting the Dynamic Web. J. Web Eng. 6(3): 244-260 (2007) - [c22]Ryen W. White, Steven Mark Drucker, Gary Marchionini
Exploratory search and HCI: designing and evaluating interfaces to support exploratory search interaction. CHI Extended Abstracts 2007: 2877-2880 - [c21]Gang Hua, Paul A. Viola, Steven Mark Drucker:
Face Recognition using Discriminatively Trained Orthogonal Rank One Tensor Projections. CVPR 2007 - [c20]Mira Dontcheva, Steven Mark Drucker, David Salesin, Michael F. Cohen:
Relations, cards, and search templates: user-guided web data integration and layout. UIST 2007: 61-70 - [c19]Ryen W. White, Steven Mark Drucker:
Investigating behavioral variability in web search. WWW 2007: 21-30 - 2006
- [j5]Ryen W. White, Bill Kules, Steven Mark Drucker, Monica M. C. Schraefel
Introduction. Commun. ACM 49(4): 36-39 (2006) - [j4]Ben Shneiderman, Benjamin B. Bederson, Steven Mark Drucker:
Find that photo!: interface strategies to annotate, browse, and share. Commun. ACM 49(4): 69-71 (2006) - [j3]Jue Wang
The cartoon animation filter. ACM Trans. Graph. 25(3): 1169-1173 (2006) - [c18]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: 387-392 - [c17]Steven Mark Drucker, Georg Petschnigg, Maneesh Agrawala:
Comparing and managing multiple versions of slide presentations. UIST 2006: 47-56 - [c16]Mira Dontcheva, Steven Mark Drucker, Geraldine Wade, David Salesin, Michael F. Cohen:
Summarizing personal web browsing sessions. UIST 2006: 115-124 - [c15]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: 11-18 - 2005
- [c14]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: 1937-1940 - 2004
- [j2]Aseem Agarwala, Mira Dontcheva, Maneesh Agrawala, Steven Mark Drucker, Alex Colburn
Interactive digital photomontage. ACM Trans. Graph. 23(3): 294-302 (2004) - [c13]Steven Mark Drucker, Curtis Wong, Asta Roseway, Steven Glenner, Steven De Mar:
MediaBrowser: reclaiming the shoebox. AVI 2004: 433-436 - [c12]Tim Paek, Maneesh Agrawala, Sumit Basu, Steven Mark Drucker, Trausti T. Kristjansson, Ron Logan, Kentaro Toyama, Andy D. Wilson:
Toward universal mobile interaction for shared displays. CSCW 2004: 266-269 - 2002
- [c11]Steven Mark Drucker, Asta Glatzer, Steven De Mar, Curtis Wong:
SmartSkip: consumer level browsing and skipping of digital video content. CHI 2002: 219-226 - [c10]Jim Gemmell, Gordon Bell, Roger Lueder, Steven Mark Drucker, Curtis Wong:
MyLifeBits: fulfilling the Memex vision. ACM Multimedia 2002: 235-238 - 2000
- [c9]Marc A. Smith, Shelly Farnham, Steven Mark Drucker:
The social life of small graphical chat spaces. CHI 2000: 462-469 - [c8]Carlos Jensen, Shelly Farnham, Steven Mark Drucker, Peter Kollock:
The effect of communication modality on cooperation in online environments. CHI 2000: 470-477
1990 – 1999
- 1999
- [c7]Marc A. Smith, Steven Mark Drucker, Robert E. Kraut, Barry Wellman:
Counting on community in cyberspace. CHI Extended Abstracts 1999: 87-88 - [c6]David Vronay, Marc A. Smith, Steven Mark Drucker:
Alternative Interfaces for Chat. ACM Symposium on User Interface Software and Technology 1999: 19-26 - 1998
- [c5]Manny Vellon, Kirk Marple, Don Mitchell, Steven Mark Drucker:
The Architecture of a Distributed Virtual Worlds System. COOTS 1998: 211-218 - 1995
- [c4]Steven Mark Drucker, David Zeltzer:
CamDroid: A System for Implementing Intelligent Camera Control. SI3D 1995: 139-144 - 1992
- [c3]Steven Mark Drucker, Tinsley A. Galyean, David Zeltzer:
CINEMA: A System for Procedural Camera Movements. SI3D 1992: 67-70
1980 – 1989
- 1989
- [c2]Eric W. Aboaf, Steven Mark Drucker, Christopher G. Atkeson:
Task-level robot learning: juggling a tennis ball more accurately. ICRA 1989: 1290-1295 - 1988
- [j1]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): 81-96 (1988) - 1987
- [c1]David M. Siegel, Steven Mark Drucker, Iñaki Garabieta:
Performance analysis of a tactile sensor. ICRA 1987: 1493-1499
Coauthor Index
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last updated on 2024-10-18 19:30 CEST by the dblp team
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