Bellamy, Rachel

AI Fairness 360: An Extensible Toolkit for Detecting, Understanding, and Mitigating Unwanted Algorithmic Bias

Bellamy, R. K. E., Dey, K., Hind, M., Hoffman, S. C., Houde, S., Kannan, K., Lohia, P., Martino, J., Mehta, S., Mojsilovic, A., et al. (2018) · arXiv

Ethics and Social Impacts of AIExplainable Artificial Intelligence (XAI)

Cited by 1,581

AI Fairness 360: An extensible toolkit for detecting and mitigating algorithmic bias

Bellamy, R. K. E., Dey, K., Hind, M., Hoffman, S. C., Houde, S., Kannan, K., Lohia, P., Martino, J., Mehta, S., Mojsilović, A., et al. (2019) · IBM Journal of Research and Development

Ethics and Social Impacts of AIExplainable Artificial Intelligence (XAI)

Cited by 884

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

Explaining models: an empirical study of how explanations impact fairness judgment

Dodge, J., Liao, Q. V., Zhang, Y., Bellamy, R. K. E., & Dugan, C. (2019) · Proceedings of the 24th International Conference on Intelligent User Interfaces

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

Cited by 286

One Explanation Does Not Fit All: A Toolkit and Taxonomy of AI Explainability Techniques

Arya, V., Bellamy, R. K. E., Chen, P.-Y., Dhurandhar, A., Hind, M., Hoffman, S. C., Houde, S., Liao, Q. V., Luss, R., Mojsilović, A., et al. (2019) · arXiv

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

Cited by 268

How Programmers Debug, Revisited: An Information Foraging Theory Perspective

Lawrance, J., Bogart, C., Burnett, M., Bellamy, R., Rector, K., & Fleming, S. D. (2013) · IEEE Transactions on Software Engineering

Software Engineering ResearchSoftware Testing and Debugging Techniques

Cited by 142

Explainable Active Learning (XAL): Toward AI Explanations as Interfaces for Machine Teachers

Ghai, B., Liao, Q. V., Zhang, Y., Bellamy, R., & Mueller, K. (2021) · Proceedings of the ACM on Human-Computer Interaction

Explainable Artificial Intelligence (XAI)Machine Learning and Algorithms

Cited by 106

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

Using information scent to model the dynamic foraging behavior of programmers in maintenance tasks

Lawrance, J., Bellamy, R., Burnett, M., & Rector, K. (2008) · Proceedings of the SIGCHI Conference on Human Factors in Computing Systems

Software Engineering ResearchSoftware Testing and Debugging Techniques

Cited by 76

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

Designing Information for Remediating Cognitive Biases in Decision-Making

Zhang, Y., Bellamy, R. K. E., & Kellogg, W. A. (2015) · Proceedings of the 33rd Annual ACM Conference on Human Factors in Computing Systems

Decision-Making and Behavioral EconomicsDecision Support System Applications

Cited by 51

Reactive information foraging for evolving goals

Lawrance, J., Burnett, M., Bellamy, R., Bogart, C., & Swart, C. (2010) · Proceedings of the SIGCHI Conference on Human Factors in Computing Systems

Information Retrieval and Search BehaviorUsability and User Interface Design

Cited by 50

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

Introduction to Explainable AI

Liao, Q. V., Singh, M., Zhang, Y., & Bellamy, R. (2021) · Extended Abstracts of the 2021 CHI Conference on Human Factors in Computing Systems

Explainable Artificial Intelligence (XAI)Software Testing and Debugging Techniques

Cited by 34

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