Michael Bernstein
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Stanford HCI
2015
2014
2013
2012
2011
2010
2009
2008
2007
2006
2005
Publications
Image Retrieval using Scene Graphs
Justin Johnson, Ranjay Krishna, Michael Stark, Li-Jia Li, David Ayman Shamma, Michael Bernstein, Li Fei-Fei
CVPR: Computer Vision and Pattern Recognition 2015
pdf
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project site
We Are Dynamo: Overcoming Stalling and Friction in Collective Action for Crowd Workers
Niloufar Salehi, Lilly Irani, Michael Bernstein, Ali Alkhatib, Eva Ogbe, Kristy Milland, Clickhappier
CHI: ACM Conference on Human Factors in Computing Systems 2015
honorable mention
pdf
Break It Down: A Comparison of Macro- and Microtasks
Justin Cheng, Jaime Teevan, Shamsi Iqbal, Michael Bernstein
CHI: ACM Conference on Human Factors in Computing Systems 2015
honorable mention
pdf
Measuring Crowdsourcing Effort with Error-Time Curves
Justin Cheng, Jaime Teevan, Michael Bernstein
CHI: ACM Conference on Human Factors in Computing Systems 2015
honorable mention
pdf
Apparition: Crowdsourced User Interfaces That Come To Life As You Sketch Them
Walter Lasecki, Juho Kim, Nicholas Rafter, Onkur Sen, Jeffrey Bigham, and Michael Bernstein
CHI: ACM Conference on Human Factors in Computing Systems 2015
honorable mention
pdf
Motif: Supporting Novice Creativity through Expert Patterns
Joy Kim, Mira Dontcheva, Wilmot Li, Michael S. Bernstein, Daniela Steinsapir
CHI: ACM Conference on Human Factors in Computing Systems 2015
honorable mention
pdf
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slides
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project site
Talkabout: Making Distance Matter with Small Groups in Massive Classes
Chinmay Kulkarni, Julia Cambre, Yasmine Kotturi, Michael S. Bernstein, Scott Klemmer
CSCW: ACM Conference on Computer-Supported Cooperative Work 2015
pdf
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project site
Flock: Hybrid Crowd-Machine Learning Classifiers
Justin Cheng, Michael Bernstein
CSCW: ACM Conference on Computer-Supported Cooperative Work 2015
honorable mention
pdf
PeerStudio: Rapid Peer Feedback Emphasizes Revision and Improves Performance
Chinmay Kulkarni, Michael S. Bernstein, Scott Klemmer
ACM Conference on Learning at Scale 2015
pdf
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project site
Structure and messaging techniques for online peer learning systems that increase stickiness
Yasmine Kotturi, Chinmay Kulkarni, Michael S. Bernstein, Scott Klemmer
ACM Conference on Learning at Scale 2015
pdf
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project site
Collective Intelligence Handbook
Thomas Malone, Michael Bernstein
(to appear) MIT Press 2015
online chapters
Human-Computer Interaction and Collective Intelligence
Jeffrey Bigham, Michael Bernstein and Eytan Adar
(to appear) MIT Press 2015
pdf
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project site
ImageNet Large Scale Visual Recognition Challenge
Olga Russakovsky, Jia Deng, Hao Su, Jonathan Krause, Sanjeev Satheesh, Sean Ma, Zhiheng Huang, Andrej Karpathy, Aditya Khosla, Michael Bernstein, Alexander C. Berg, Li Fei-Fei
International Journal of Computer Vision (IJCV) 2015
pdf
Learning Perceptual Kernels for Visualization Design
Çağatay Demiralp, Michael Bernstein, Jeffrey Heer
InfoVis: IEEE Transactions on Visualization and Computer Graphics 2014
pdf
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slides
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project site
Context Trees: Crowdsourcing Global Understanding from Local Views
Vasilis Verroios, Michael Bernstein
HCOMP: Human Computation 2014
pdf
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slides
Expert Crowdsourcing with Flash Teams
Daniela Retelny, Sebastien Robaszkiewicz, Alexandra To, Walter Lasecki, Jay Patel, Negar Rahmati, Tulsee Doshi, Melissa Valentine, Michael Bernstein
UIST: ACM Symposium on User Interface Software and Technology 2014
best paper award
pdf
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video
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slides
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project site
Emergent, Crowd-scale Programming Practice in the IDE
Ethan Fast, Daniel Steffee, Lucy Wang, Joel Brandt, Michael Bernstein
CHI: ACM Conference on Human Factors in Computing Systems 2014
pdf
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slides
Twitch Crowdsourcing: Crowd Contributions in Short Bursts of Time
Rajan Vaish, Keith Wyngarden, Jingshu Chen, Brandon Cheung, Michael Bernstein
CHI: ACM Conference on Human Factors in Computing Systems 2014
pdf
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slides
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project site
Scalable Multi-label Annotation
Jia Deng, Olga Russakovsky, Jonathan Krause, Michael Bernstein, Alex Berg, and Li Fei-Fei
CHI: ACM Conference on Human Factors in Computing Systems 2014
pdf
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slides
Designing and Deploying Online Field Experiments
Eytan Bakshy, Dean Eckles, Michael Bernstein
WWW: International World Wide Web Conference 2014
pdf
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slides
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project site
Scaling Short-answer Grading by Combining Peer Assessment with Algorithmic Scoring
Chinmay Kulkarni, Richard Socher, Michael S. Bernstein, Scott R. Klemmer
Learning@Scale 2014
pdf
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project site
Talkabout: Small-group Discussions in Massive Global Classes
Julia Cambre, Chinmay Kulkarni, Michael S. Bernstein, Scott R. Klemmer
Learning@Scale 2014
pdf
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project site
Catalyst: Triggering Collective Action with Thresholds
Justin Cheng, Michael Bernstein
CSCW: ACM Conference on Computer-Supported Cooperative Work 2014
pdf
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slides
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project site
Ensemble: Exploring Complementary Strengths of Leaders and Crowds in Creative Collaboration
Joy Kim, Justin Cheng, Michael Bernstein
CSCW: ACM Conference on Computer-Supported Cooperative Work 2014
pdf
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slides
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project site
Crowd-scale Interactive Formal Reasoning and Analytics
Ethan Fast, Colleen Lee, Alex Aiken, Michael Bernstein, Daphne Koller, Eric Smith
UIST: ACM Symposium on User Interface Software and Technology 2013
pdf
Quantifying the Invisible Audience in Social Networks
Michael S. Bernstein, Eytan Bakshy, Moira Burke, Brian Karrer
CHI: ACM Conference on Human Factors in Computing Systems 2013
honorable mention
pdf
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slides
EmailValet: Managing Email Overload through Private, Accountable Crowdsourcing
Nicolas Kokkalis, Thomas Köhn, Carl Pfeiffer, Dima Chornyi, Michael S. Bernstein, Scott R. Klemmer
CSCW: ACM Conference on Computer-Supported Cooperative Work 2013
pdf
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video
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slides
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project site
The Future of Crowd Work
Aniket Kittur, Jeffrey V. Nickerson, Michael S. Bernstein, Elizabeth M. Gerber, Aaron Shaw, John Zimmerman, Matthew Lease, and John J. Horton
CSCW: ACM Conference on Computer-Supported Cooperative Work 2013
pdf
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slides
Crowd-Powered Systems
Michael Bernstein
PhD Dissertation 2012
George M. Sprowls Award for best doctoral thesis in Computer Science at MIT
pdf
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video
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slides
Direct Answers for Search Queries in the Long Tail
Michael Bernstein, Jaime Teevan, Susan Dumais, Dan Liebling and Eric Horvitz
CHI: ACM Conference on Human Factors in Computing Systems 2012
honorable mention
pdf
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slides
Analytic Methods for Optimizing Realtime Crowdsourcing
Michael Bernstein, David Karger, Rob Miller, and Joel Brandt
CI: Collective Intelligence 2012
pdf
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slides
Who Gives A Tweet? Evaluating Microblog Content Value
Paul Andre, Michael Bernstein, and Kurt Luther
CSCW: ACM Conference on Computer-Supported Cooperative Work 2012
honorable mention
pdf
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slides
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project site
Crowds in Two Seconds: Enabling Realtime Crowd-Powered Interfaces
Michael Bernstein, Joel Brandt, Rob Miller, and David Karger
UIST: ACM Symposium on User Interface Software and Technology 2011
pdf
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video
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slides
4chan and /b/: An Analysis of Anonymity and Ephemerality in a Large Online Community
Michael Bernstein, Andres Monroy-Hernandez, Drew Harry, Paul Andre, Katrina Panovich, and Greg Vargas
ICWSM: International Conference on Weblogs and Social Media 2011
best paper award
pdf
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video
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slides
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project site
The Trouble with Social Computing Systems Research
Michael Bernstein, Mark Ackerman, Ed H. Chi, and Rob Miller
CHI: ACM Conference on Human Factors in Computing Systems 2011
pdf
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slides
TwitInfo: Aggregating and Visualizing Microblogs for Event Exploration
Adam Marcus, Michael Bernstein, Osama Badar, David Karger, Samuel Madden, and Rob Miller
CHI: ACM Conference on Human Factors in Computing Systems 2011
pdf
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slides
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project site
PingPong++: Community Customization in Games and Entertainment
Xiao Xiao, Michael Bernstein, Lining Yao, David Lakatos, Lauren Gust, Kojo Acquah, and Hiroshi Ishii
ACE: International Conference on Advances in Computer Entertainment Technology 2011
pdf
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project site
Soylent: A Word Processor with a Crowd Inside
Michael Bernstein, Greg Little, Rob Miller, Bjoern Hartmann, Mark Ackerman, David Karger, David Crowell, and Katrina Panovich
UIST: ACM Symposium on User Interface Software and Technology 2010
best student paper award
pdf
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video
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slides
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project site
Eddi: Interactive Topic-Based Browsing of Social Status Streams
Michael Bernstein, Bongwon Suh, Lichan Hong, Jilin Chen, Sanjay Kairam, and Ed H. Chi
UIST: ACM Symposium on User Interface Software and Technology 2010
pdf
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video
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slides
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project site
Personalization via Friendsourcing
Michael Bernstein, Desney Tan, Greg Smith, Mary Czerwinski, and Eric Horvitz
ACM Transactions on Computer-Human Interaction 2010
pdf
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video
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slides
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project site
A Torrent of Tweets: Managing Information Overload in Online Social Streams
Michael Bernstein, Sanjay Kairam, Bongwon Suh, Lichan Hong, and Ed H. Chi
CHI: ACM Conference on Human Factors in Computing Systems 2010
pdf
Enhancing Directed Content Sharing on the Web
Michael Bernstein, Adam Marcus, David Karger, and Rob Miller
CHI: ACM Conference on Human Factors in Computing Systems 2010
pdf
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slides
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project site
Short and Tweet: Experiments on Recommending Content from Information Streams
Jilin Chen, Rowan Nairn, Les Nelson, Michael Bernstein, and Ed Chi
CHI: ACM Conference on Human Factors in Computing Systems 2010
pdf
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project site
Who Am I? Two-Four-Six-Oh-One!
Michael Bernstein, Adam Marcus, David Karger, and Rob Miller
CSCW: ACM Conference on Computer-Supported Cooperative Work 2010
pdf
Collabio: A Game for Annotating People within Social Networks
Michael Bernstein, Desney Tan, Greg Smith, Mary Czerwinski, and Eric Horvitz
UIST: ACM Symposium on User Interface Software and Technology 2009
pdf
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video
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slides
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project site
CHIstory
Michael Bernstein, Paul Andre, Kurt Luther, Erika Shehan Poole, Erin Solovey, Sharoda Paul, Shaun Kane, and Jonathan Grudin
CHI: ACM Conference on Human Factors in Computing Systems 2009
golden mouse award
pdf coming soon ·
video
Note to Self: Examining Personal Information Keeping in a Lightweight Note-Taking Tool
Max Van Kleek, Michael Bernstein, Katrina Panovich, Greg Vargas, David Karger, and mc schraefel
CHI: ACM Conference on Human Factors in Computing Systems 2009
honorable mention
pdf
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project site
Taskpose: Exploring Fluid Boundaries via an Associative Window Visualization
Michael Bernstein, Jeff Shrager, and Terry Winograd
UIST: ACM Symposium on User Interface Software and Technology 2008
pdf
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slides
Inky: A Sloppy Command Line for the Web with Rich Visual Feedback
Rob Miller, Vikki Chou, Michael Bernstein, Greg Little, Max Van Kleek, David Karger, and mc schraefel
UIST: ACM Symposium on User Interface Software and Technology 2008
pdf
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video
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slides
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project site
Information Scraps: How and Why Information Eludes our Personal Information Management Tools
Michael Bernstein, Max Van Kleek, David Karger, and mc schraefel
ACM Transactions on Information Systems 2008
pdf
Information Scraps: Understanding and Design
Michael Bernstein
Massachusetts Institute of Technology masters thesis 2008
pdf
Evolution and Evaluation of an Information Scrap Manager
Michael Bernstein, Max Van Kleek, mc schraefel, and David Karger
CHI: ACM Conference on Human Factors in Computing Systems 2008
pdf
Simplifying Knowledge Creation and Access for End-Users on the Semantic Web
Max Van Kleek, Michael Bernstein, Paul Andre, Mikko Pertunnen, David Karger, and mc schraefel
CHI: ACM Conference on Human Factors in Computing Systems 2008
pdf
Wicked Problems and Gnarly Results: Reflecting on Design and Evaluation Methods for Idiosyncratic Personal Information Management Tasks
Michael Bernstein, Max Van Kleek, Deepali Khushraj, Rajeev Nayak, Curtis Liu, David Karger, and mc schraefel
MIT-CSAIL-TR-2008-007 2008
pdf
Personal Information Management, Personal Information Retrieval?
Michael Bernstein, Max Van Kleek, David Karger, and mc schraefel
HCIR: Symposium on Human-Computer Interaction and Information Retrieval 2007
pdf
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slides
GUI — Phooey!: The Case for Text Input
Max Van Kleek, Michael Bernstein, David Karger, and mc schraefel
UIST: ACM Symposium on User Interface Software and Technology 2007
pdf
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video
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slides
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project site
Management of Personal Information Scraps
Michael Bernstein, Max Van Kleek, mc schraefel, and David Karger
CHI: ACM Conference on Human Factors in Computing Systems 2007
people's choice award
pdf
Reflective Physical Prototyping through Integrated Design, Test, and Analysis
Björn Hartmann, Scott R. Klemmer, Michael Bernstein, Leith Abdulla, Brandon Burr, Avi Robinson-Mosher, Jennifer Gee
UIST: ACM Symposium on User Interface Software and Technology 2006
best paper
pdf
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video
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slides
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project site
Diamond's Edge: From Notebook to Table and Back Again
Michael Bernstein, Avi Robinson-Mosher, Ron Yeh, Scott Klemmer
Ubicomp: Posters 2006
pdf
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video
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project site
Taskpose: A Dynamic Task-Based Window Management Aid
Michael Bernstein
Stanford University honors thesis 2006
pdf
d.tools: Visually Prototyping Physical UIs through Statecharts
Björn Hartmann, Scott R Klemmer, Michael Bernstein, Nirav Mehta
UIST: Extended Abstracts 2005
pdf