David Piorkowski
David Piorkowski
IBM Research
Verified email at ibm.com - Homepage
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Year
FactSheets: Increasing Trust in AI Services through Supplier's Declarations of Conformity
M Arnold, RKE Bellamy, M Hind, S Houde, S Mehta, A Mojsilovic, R Nair, ...
IBM Journal of Research and Development, 2018
902018
An information foraging theory perspective on tools for debugging, refactoring, and reuse tasks
SD Fleming, C Scaffidi, D Piorkowski, M Burnett, R Bellamy, J Lawrance, ...
ACM Transactions on Software Engineering and Methodology (TOSEM) 22 (2), 1-41, 2013
782013
How data science workers work with data: Discovery, capture, curation, design, creation
M Muller, I Lange, D Wang, D Piorkowski, J Tsay, QV Liao, C Dugan, ...
Proceedings of the 2019 CHI conference on human factors in computing systems …, 2019
682019
The whats and hows of programmers' foraging diets
DJ Piorkowski, SD Fleming, I Kwan, MM Burnett, C Scaffidi, RKE Bellamy, ...
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems …, 2013
582013
Reactive information foraging: An empirical investigation of theory-based recommender systems for programmers
D Piorkowski, S Fleming, C Scaffidi, C Bogart, M Burnett, B John, ...
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems …, 2012
582012
Modeling programmer navigation: A head-to-head empirical evaluation of predictive models
D Piorkowski, SD Fleming, C Scaffidi, L John, C Bogart, BE John, ...
2011 IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC …, 2011
522011
Foraging Among an Overabundance of Similar Variants
S Srinivasa Ragavan, SK Kuttal, C Hill, A Sarma, D Piorkowski, M Burnett
Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems …, 2016
372016
To fix or to learn? How production bias affects developers' information foraging during debugging
D Piorkowski, SD Fleming, C Scaffidi, M Burnett, I Kwan, AZ Henley, ...
2015 IEEE International Conference on Software Maintenance and Evolution …, 2015
362015
Foraging and navigations, fundamentally: developers' predictions of value and cost
D Piorkowski, AZ Henley, T Nabi, SD Fleming, C Scaffidi, M Burnett
Proceedings of the 2016 24th ACM SIGSOFT International Symposium on …, 2016
302016
Detecting egregious conversations between customers and virtual agents
T Sandbank, M Shmueli-Scheuer, J Herzig, D Konopnicki, J Richards, ...
arXiv preprint arXiv:1711.05780, 2017
152017
PFIS-V: modeling foraging behavior in the presence of variants
SS Ragavan, B Pandya, D Piorkowski, C Hill, SK Kuttal, A Sarma, ...
Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems …, 2017
112017
Putting information foraging theory to work: Community-based design patterns for programming tools
T Nabi, KMD Sweeney, S Lichlyter, D Piorkowski, C Scaffidi, M Burnett, ...
2016 IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC …, 2016
92016
Experiences with improving the transparency of ai models and services
M Hind, S Houde, J Martino, A Mojsilovic, D Piorkowski, J Richards, ...
Extended Abstracts of the 2020 CHI Conference on Human Factors in Computing …, 2020
82020
Foraging goes mobile: Foraging while debugging on mobile devices
D Piorkowski, S Penney, AZ Henley, M Pistoia, M Burnett, O Tripp, ...
Visual Languages and Human-Centric Computing (VL/HCC), 2017 IEEE Symposium …, 2017
62017
How ai developers overcome communication challenges in a multidisciplinary team: A case study
D Piorkowski, S Park, AY Wang, D Wang, M Muller, F Portnoy
Proceedings of the ACM on Human-Computer Interaction 5 (CSCW1), 1-25, 2021
52021
A Methodology for Creating AI FactSheets
J Richards, D Piorkowski, M Hind, S Houde, A Mojsilović
arXiv preprint arXiv:2006.13796, 2020
52020
Visual configuration of mobile privacy policies
A Aydin, D Piorkowski, O Tripp, P Ferrara, M Pistoia
International Conference on Fundamental Approaches to Software Engineering …, 2017
42017
Facilitating knowledge sharing from domain experts to data scientists for building nlp models
S Park, AY Wang, B Kawas, QV Liao, D Piorkowski, M Danilevsky
26th International Conference on Intelligent User Interfaces, 585-596, 2021
32021
Does my model work? Evaluation abstractions of cognitive modelers
C Bogart, M Burnett, S Douglass, D Piorkowski, A Shinsel
2010 IEEE Symposium on Visual Languages and Human-Centric Computing, 49-56, 2010
32010
Towards Designing Conversational Agents for Pair Programming: Accounting for Creativity Strategies and Conversational Styles
SK Kuttal, J Myers, S Gurka, D Magar, D Piorkowski, R Bellamy
2020 IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC …, 2020
22020
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