World's Best Scientists 2026 revealed!

D-Index & Metrics

Computer Science

D-Index
77
Citations
22907
World Ranking
1281
National Ranking
679

Research.com Recognitions

  • 2009 - ACM Senior Member

Overview

Steven M. Drucker is affiliated with Microsoft in the United States and works primarily in the field of Computer Science. Their research spans various subfields, including Computer Vision and Pattern Recognition, Artificial Intelligence, Information Systems and Management, Cognitive Neuroscience, and Human-Computer Interaction.

Their recent publications include:

  • Data Visceralization: Enabling Deeper Understanding of Data Using Virtual Reality (2020, IEEE Transactions on Visualization and Computer Graphics)
  • What Did My AI Learn? How Data Scientists Make Sense of Model Behavior (2022, ACM Transactions on Computer-Human Interaction)
  • Diff in the Loop: Supporting Data Comparison in Exploratory Data Analysis (2022, CHI Conference on Human Factors in Computing Systems)
  • Challenges in Evaluating Interactive Visual Machine Learning Systems (2020, IEEE Computer Graphics and Applications)
  • How Teams Communicate about the Quality of ML Models: A Case Study at an International Technology Company (2021, Proceedings of the ACM on Human-Computer Interaction)

Drucker has collaborated frequently with Bongshin Lee, Chenglong Wang, Robert DeLine, Dave Brown, and Alex Endert, among others.

The primary research topics covered by Drucker include:

  • Data Visualization and Analytics
  • Scientific Computing and Data Management
  • Aesthetic Perception and Analysis
  • Virtual Reality Applications and Impacts
  • Explainable Artificial Intelligence (XAI)
  • Topic Modeling
  • Data Analysis with R

The scientist has been published extensively in venues such as arXiv (Cornell University), IEEE Transactions on Visualization and Computer Graphics, ACM Transactions on Computer-Human Interaction, CHI Conference on Human Factors in Computing Systems, and IEEE Computer Graphics and Applications.

In recognition of professional standing, Drucker was awarded the ACM Senior Member status in 2009.

Best Publications

  • Introduction

    Unknown

  • Interactive digital photomontage

    Aseem Agarwala;Mira Dontcheva;Maneesh Agrawala;Steven Drucker

  • MyLifeBits: fulfilling the Memex vision

    Jim Gemmell;Gordon Bell;Roger Lueder;Steven Drucker

  • Intermedia: the concept and the construction of a seamless information environment

    N. Yankelovich;B.J. Haan;N.K. Meyrowitz;S.M. Drucker

  • Using physical objects to adjust attributes of an interactive display application

    Daniel C. Robbins;Steven M. Drucker;Andrew D. Wilson;Kristen Nilsen Nye

  • Foveated 3D graphics

    Brian Guenter;Mark Finch;Steven Drucker;Desney Tan

  • Rapid visual sorting of digital files and data

    Steven M. Drucker;Curtis Wong;Asta J. Roseway;Steven C. Glenner

  • Visualizations for collaborative information

    Marc A. Smith;Steven M. Drucker;Rebecca Xiong

  • Interactions with big data analytics

    Danyel Fisher;Rob DeLine;Mary Czerwinski;Steven Drucker

  • Investigating behavioral variability in web search

    Ryen W. White;Steven M. Drucker

  • Automatic configuration of devices based on biometric data

    Nicholas R. Baker;James M. Alkove;James E. Allard;David Sebastien Alles

  • Supporting Exploratory Search, Introduction, Special Issue, Communications of the ACM

    Ryen W. White;Bill Kules;Steven M. Drucker;m.c. schraefel

  • ModelTracker: Redesigning Performance Analysis Tools for Machine Learning

    Saleema Amershi;Max Chickering;Steven M. Drucker;Bongshin Lee

  • Incremental visualization for structured data in an enterprise-level data store

    Danyel A. Fisher;Arnd Christian König;Steven M. Drucker

  • System and method to facilitate selection and programming of an associated audio/visual system

    Curtis Wong;Steven Drucker

  • Supporting exploratory search

    Ryen W. White;Bill Kules;Steven M. Drucker;M. C. Schraefel

  • User interface and method to facilitate hierarchical specification of queries using an information taxonomy

    George G. Robertson;Steven Drucker;Daniel C. Robbins;Kim Cameron

  • The cartoon animation filter

    Jue Wang;Steven M. Drucker;Maneesh Agrawala;Michael F. Cohen

  • Media frame object visualization system

    Steven M. Drucker;Curtis G. Wong;Steve Glenner;Asta L. Glatzer

  • A Deeper Understanding of Sequence in Narrative Visualization

    Jessica Hullman;Steven Drucker;Nathalie Henry Riche;Bongshin Lee

  • The effect of communication modality on cooperation in online environments

    Carlos Jensen;Shelly D. Farnham;Steven M. Drucker;Peter Kollock

Frequent Co-Authors

Curtis G. Wong
Curtis G. Wong Microsoft (United States)
Danyel Fisher
Danyel Fisher Microsoft (United States)
Michael F. Cohen
Michael F. Cohen Facebook (United States)
Gary W. Flake
Gary W. Flake Independent Scientist / Consultant, US
Kentaro Toyama
Kentaro Toyama University of Michigan–Ann Arbor
Bongshin Lee
Bongshin Lee Microsoft (United States)
Richard Szeliski
Richard Szeliski University of Washington
Maneesh Agrawala
Maneesh Agrawala Stanford University
Robert DeLine
Robert DeLine Microsoft (United States)
David Salesin
David Salesin Google (United States)

If you think any of the details on this page are incorrect, let us know.

Report an issue

We appreciate your kind effort to assist us to improve this page, it would be helpful providing us with as much detail as possible in the text box below:

Related Online Degrees & Career Pathways

Exploring cheapest online bachelors degree options can significantly reduce the financial burden of a Computer Science education. Many U.S. institutions now offer flexible online programs designed for self-paced learning, allowing students to study from anywhere while continuing to work or fulfill family commitments.

If your interest in technology extends beyond Computer Science, consider other specialized fields such as online engineering degree programs. Pursuing an online engineering degree programs track could open doors in industries ranging from manufacturing to aerospace or robotics.

For those targeting leadership or management roles, an online emba is an excellent way to gain critical business skills alongside your technical expertise. Similarly, students interested in data, research, or information systems might explore an online mlis (Master’s in Library and Information Science), which combines technology and data management.

Each pathway helps tailor your education toward the career you envision—making online learning a versatile, accessible option for future tech professionals.

Best Scientists Citing Steven M. Drucker

Trending Scientists