Burnett, Margaret

The state of the art in end-user software engineering

Ko, A. J., Abraham, R., Beckwith, L., Blackwell, A., Burnett, M., Erwig, M., Scaffidi, C., Lawrance, J., Lieberman, H., Myers, B., et al. (2011) · ACM Computing Surveys

Spreadsheets and End-User ComputingSoftware Engineering Techniques and Practices

Cited by 633

Principles of Explanatory Debugging to Personalize Interactive Machine Learning

Kulesza, T., Burnett, M., Wong, W.-K., & Stumpf, S. (2015) · Proceedings of the 20th International Conference on Intelligent User Interfaces

Explainable Artificial Intelligence (XAI)Software Testing and Debugging Techniques

Cited by 576

Too much, too little, or just right? Ways explanations impact end users' mental models

Kulesza, T., Stumpf, S., Burnett, M., Yang, S., Kwan, I., & Wong, W.-K. (2013) · 2013 IEEE Symposium on Visual Languages and Human Centric Computing

Explainable Artificial Intelligence (XAI)Usability and User Interface Design

Cited by 388

Tell me more?: the effects of mental model soundness on personalizing an intelligent agent

Kulesza, T., Stumpf, S., Burnett, M., & Kwan, I. (2012) · Proceedings of the SIGCHI Conference on Human Factors in Computing Systems

Recommender Systems and TechniquesUsability and User Interface Design

Cited by 225

Programming, Problem Solving, and Self-Awareness: Effects of Explicit Guidance

Loksa, D., Ko, A. J., Jernigan, W., Oleson, A., Mendez, C. J., & Burnett, M. M. (2016) · Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems

Teaching and Learning ProgrammingInnovative Teaching and Learning Methods

Cited by 223

Interacting meaningfully with machine learning systems: Three experiments

Stumpf, S., Rajaram, V., Li, L., Wong, W.-K., Burnett, M., Dietterich, T., Sullivan, E., & Herlocker, J. (2009) · International Journal of Human-Computer Studies

Usability and User Interface DesignExplainable Artificial Intelligence (XAI)

Cited by 184

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

Open source barriers to entry, revisited: a sociotechnical perspective

Mendez, C., Padala, H. S., Steine-Hanson, Z., Hilderbrand, C., Horvath, A., Hill, C., Simpson, L., Patil, N., Sarma, A., & Burnett, M. (2018) · Proceedings of the 40th International Conference on Software Engineering

Open Source Software InnovationsSoftware Engineering Techniques and Practices

Cited by 118

Fixing the program my computer learned: barriers for end users, challenges for the machine

Kulesza, T., Wong, W.-K., Stumpf, S., Perona, S., White, R., Burnett, M. M., Oberst, I., & Ko, A. J. (2009) · Proceedings of the 14th international conference on Intelligent user interfaces

Software Testing and Debugging TechniquesUsability and User Interface Design

Cited by 83

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

End-user debugging strategies: A sensemaking perspective

Grigoreanu, V., Burnett, M., Wiedenbeck, S., Cao, J., Rector, K., & Kwan, I. (2012) · ACM Transactions on Computer-Human Interaction

Spreadsheets and End-User ComputingData Visualization and Analytics

Cited by 60

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

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 principled evaluation for a principled idea garden

Jernigan, W., Horvath, A., Lee, M., Burnett, M., Cuilty, T., Kuttal, S., Peters, A., Kwan, I., Bahmani, F., & Ko, A. (2015) · 2015 IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC)

Teaching and Learning ProgrammingSpreadsheets and End-User Computing

Cited by 28