David Piorkowski  David Piorkowski photo         

contact information

Research Staff Member, Human-AI Collaboration
Thomas J. Watson Research Center, Yorktown Heights, NY USA
  +1dash914dash945dash2322

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2021

How Data Scientists Improve Generated Code Documentation in Jupyter Notebooks
Michael Muller, April Wang, Steven Ross, Justin Weisz, Mayank Agarwal, Karthik Talamadupula, Stephanie Houde, Fernando Martinez, John Richards, Jaimie Drozdal, Xiao Liu, David Piorkowski, Dakuo Wang
IUI 2021 Workshop on Human-AI Co-Creation with Generative Models (IUI)
Abstract

How AI Developers Overcome Communication Challenges in a Multidisciplinary Team: A Case Study
David Piorkowski, Soya Park, April Yi Wang, Dakuo Wang, Michael Muller, Felix Portnoy
ACM Conference on Computer-Supported Cooperative Work and Social Computing (CSCW), 2021
Abstract

Facilitating Knowledge Sharing from Domain Experts to Data Scientists for Building NLP Models
Soya Park, April Y. Wang, Ban Kawas, Q Vera Liao, David Piorkowski, Marina Danilevsky
26th International Conference on Intelligent User Interfaces (IUI), 2021
Abstract


2020

Towards Designing Conversational Agents for Pair Programming: Accounting for Creativity Strategies and Conversational Styles
Sandeep K. Kuttal, Jarow Myers, Sam Gurka, David Magar, David Piorkowski, Rachel Bellamy
2020 IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC)
Abstract

Business (mis) Use Cases of AI
Stephanie Houde, Vera Liao, Jacquelyn Martino, Michael Muller, David Piorkowski, John Richards, Justin Weisz, Yunfeng Zhang.
IUI Workshop on Human-AI Co-Creation with Generative Models, 2020
Abstract

Experiences with Improving the Transparency of AI Models and Services
Michael Hind, Stephanie Houde, Jacquelyn Martino, Aleksandra Mojsilovic, David Piorkowski, John Richards, Kush R. Varshney.
Extended Abstracts of the 2020 CHI Conference on Human Factors in Computing Systems (CHI)
Abstract


2019

FactSheets: Increasing Trust in AI Services Through Supplier's Declarations of Conformity
Matthew Arnold, Rachel K.E. Bellamy, Michael Hind, Stephanie Houde, Sameep Mehta, Aleksandra Mojsilovic, Ravi Nair, Karthikeyan Natesan Ramamurthy, Alexandra Olteanu, David Piorkowski, Darrell Reimer, John Richards, Jason Tsay, Kush R. Varshney
IBM Journal of Research and Development, 2019
Abstract

How Data Science Workers Work with Data: Discovery, Capture, Curation, Design, Creation
Michael Muller, Ingrid Lange, Dakuo Wang, David Piorkowski, Jason Tsay, Q. Vera Liao, Casey Dugan, Thomas Erickson
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (CHI), 2019
Abstract


2018

Version Control Systems: An Information Foraging Perspective
Sruti Srinivasa Ragavan, Mihai Codoban, David Piorkowski, Danny Dig, Margaret Burnett
IEEE Transactions on Software Engineering (TSE), 2018
Abstract

Detecting Egregious Conversations between Customers and Virtual Agents
Tommy Sandbank, Michal Shmueli-Scheuer, David Konopnicki, Johnathan Herzig, John Richards, David Piorkowski
North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL HLT), 2018
Abstract


2017

PFIS-V: Modeling Foraging Behavior in the Presence of Variants
Sruti Srinivasa Ragavan, Bhargav Pandya, David Piorkowski, Charles Hill, Sandeep K Kuttal, Anita Sarma, Margaret Burnett
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (CHI), pp. 6232-6244, 2017
Abstract

Foraging Goes Mobile: Foraging While Debugging on Mobile Devices
David Piorkowski, Sean Penney, Austin Henley, Marco Pistoia, Margaret Burnett, Omer Tripp, Pietro Ferrara
IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC), 2017
Abstract

Visual Configuration of Mobile Privacy Policies
Abdulyaki Aydin, David Piorkowski, Omer Tripp, Pietro Ferrara, Marco Pistoia
International Conference on Fundamental Approaches to Software Engineering (FASE), pp. 338-355, 2017
Abstract


2016

Foraging and navigations, fundamentally: developers' predictions of value and cost
David Piorkowski, Austin Z Henley, Tahmid Nabi, Scott D Fleming, Christopher Scaffidi, Margaret Burnett
Proceedings of the 24th ACM SIGSOFT International Symposium on Foundations of Software Engineering (FSE), pp. 97-108, 2016
Abstract

Foraging Among an Overabundance of Similar Variants
Sruti Srinivasa Ragavan, Sandeep Kaur Kuttal, Charles Hill, Anita Sarma, David Piorkowski, Margaret Burnett
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (CHI), pp. 3509-3521, 2016
Abstract

Putting Information Foraging Theory to Work: Community-based Design Patterns for Programming Tools
Tahmid Nabi, Kyle MD Sweeney, Sam Lichlyter, David Piorkowski, Chris Scaffidi, Margaret Burnett, Scott D Fleming
IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC), pp. 129-133, 2016
Abstract


2015

To fix or to learn? How production bias affects developers' information foraging during debugging
David Piorkowski, Scott D Fleming, Christopher Scaffidi, Margaret Burnett, Irwin Kwan, Austin Z Henley, Jamie Macbeth, Charles Hill, Amber Horvath
IEEE International Conference on Software Maintenance and Evolution (ICSME), pp. 11-20, 2015
Abstract


2013

An information foraging theory perspective on tools for debugging, refactoring, and reuse tasks
Scott D Fleming, Chris Scaffidi, David Piorkowski, Margaret Burnett, Rachel Bellamy, Joseph Lawrance, Irwin Kwan
ACM Transactions on Software Engineering and Methodology (TOSEM) 22(2), 14, ACM, 2013
Abstract

The whats and hows of programmers' foraging diets
David J Piorkowski, Scott D Fleming, Irwin Kwan, Margaret M Burnett, Christopher Scaffidi, Rachel KE Bellamy, Joshua Jordahl
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (CHI), pp. 3063-3072, 2013
Abstract


2012

Information Foraging Theory for Collaborative Software Development
Irwin Kwan, Scott D Fleming, David Piorkowski
Proceedings of the CSCW 2012 Workshop on The Future of Collaborative Software Development (FutureCSD)
Abstract

Reactive information foraging: an empirical investigation of theory-based recommender systems for programmers
David Piorkowski, Scott Fleming, Christopher Scaffidi, Christopher Bogart, Margaret Burnett, Bonnie John, Rachel Bellamy, Calvin Swart
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (CHI), pp. 1471-1480, 2012
Abstract


2011

Modeling programmer navigation: A head-to-head empirical evaluation of predictive models
David Piorkowski, Scott D. Fleming, Christopher Scaffidi, Liza John, Christopher Bogart, Bonnie E. John, Margaret Burnett, Rachel Bellamy
IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC), pp. 109-116, 2011
Abstract


2010

Does my model work? Evaluation abstractions of cognitive modelers
Christopher Bogart, Margaret Burnett, Scott Douglass, David Piorkowski, Amber Shinsel
IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC), pp. 49-56, 2010
Abstract