Piorkowski, David

FactSheets: Increasing trust in AI services through supplier's declarations of conformity

Arnold, M., Bellamy, R. K. E., Hind, M., Houde, S., Mehta, S., Mojsilović, A., Nair, R., Ramamurthy, K. N., Olteanu, A., Piorkowski, D., et al. (2019) · IBM Journal of Research and Development

Ethics and Social Impacts of AIExplainable Artificial Intelligence (XAI)

Cited by 434

How AI Developers Overcome Communication Challenges in a Multidisciplinary Team: A Case Study

Piorkowski, D., Park, S., Wang, A. Y., Wang, D., Muller, M., & Portnoy, F. (2021) · Proceedings of the ACM on Human-Computer Interaction

Software Engineering Techniques and PracticesInterdisciplinary Research and Collaboration

Cited by 151

An Information Foraging Theory Perspective on Tools for Debugging, Refactoring, and Reuse Tasks

Fleming, S. D., Scaffidi, C., Piorkowski, D., Burnett, M., Bellamy, R., Lawrance, J., & Kwan, I. (2013) · ACM Transactions on Software Engineering and Methodology

Software Engineering ResearchSoftware Engineering Techniques and Practices

Cited by 79

The whats and hows of programmers' foraging diets

Piorkowski, D. J., Fleming, S. D., Kwan, I., Burnett, M. M., Scaffidi, C., Bellamy, R. K. E., & Jordahl, J. (2013) · Proceedings of the SIGCHI Conference on Human Factors in Computing Systems

Software Engineering ResearchSoftware Engineering Techniques and Practices

Cited by 61

Reactive information foraging: an empirical investigation of theory-based recommender systems for programmers

Piorkowski, D., Fleming, S., Scaffidi, C., Bogart, C., Burnett, M., John, B., Bellamy, R., & Swart, C. (2012) · Proceedings of the SIGCHI Conference on Human Factors in Computing Systems

Recommender Systems and TechniquesInformation Retrieval and Search Behavior

Cited by 50

Experiences with Improving the Transparency of AI Models and Services

Hind, M., Houde, S., Martino, J., Mojsilovic, A., Piorkowski, D., Richards, J., & Varshney, K. R. (2020) · Extended Abstracts of the 2020 CHI Conference on Human Factors in Computing Systems

Explainable Artificial Intelligence (XAI)Ethics and Social Impacts of AI

Cited by 44

Foraging and navigations, fundamentally: developers' predictions of value and cost

Piorkowski, D., Henley, A. Z., Nabi, T., Fleming, S. D., Scaffidi, C., & Burnett, M. (2016) · Proceedings of the 2016 24th ACM SIGSOFT International Symposium on Foundations of Software Engineering

Software Engineering ResearchSoftware Engineering Techniques and Practices

Cited by 38

A Methodology for Creating AI FactSheets

Richards, J., Piorkowski, D., Hind, M., Houde, S., & Mojsilović, A. (2020) · arXiv

Explainable Artificial Intelligence (XAI)Ethics and Social Impacts of AI

Cited by 28

Towards Designing Conversational Agents for Pair Programming: Accounting for Creativity Strategies and Conversational Styles

Kuttal, S. K., Myers, J., Gurka, S., Magar, D., Piorkowski, D., & Bellamy, R. (2020) · 2020 IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC)

Teaching and Learning ProgrammingSoftware Engineering Techniques and Practices

Cited by 27

Towards evaluating and eliciting high-quality documentation for intelligent systems

Piorkowski, D., González, D., Richards, J., & Houde, S. (2020) · arXiv

Explainable Artificial Intelligence (XAI)Software Engineering Research

Cited by 5