| 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 | 157 | 2018 |
| 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 | 129 | 2019 |
| 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 | 91 | 2013 |
| 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 | 63 | 2013 |
| 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 | 63 | 2012 |
| 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 | 58 | 2011 |
| 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 | 40 | 2015 |
| 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 | 39 | 2016 |
| 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 | 35 | 2016 |
| 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 | 24 | 2021 |
| 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 | 21 | 2020 |
| 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 | 19 | 2017 |
| 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 | 14 | 2017 |
| 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 | 14 | 2016 |
| 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 | 10 | 2021 |
| A methodology for creating AI FactSheets J Richards, D Piorkowski, M Hind, S Houde, A Mojsilović arXiv preprint arXiv:2006.13796, 2020 | 10 | 2020 |
| 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 | 8 | 2020 |
| 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 | 8 | 2017 |
| 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 | 7 | 2017 |
| Towards evaluating and eliciting high-quality documentation for intelligent systems D Piorkowski, D González, J Richards, S Houde arXiv preprint arXiv:2011.08774, 2020 | 6 | 2020 |
Margaret BurnettUniversity Distinguished Professor of Computer Science, Oregon State UniversityVerified email at eecs.oregonstate.edu
