Usability inspection methods
A Validation of Object-Oriented Design Metrics as Quality Indicators
IEEE Transactions on Software Engineering
Basic Concepts and Taxonomy of Dependable and Secure Computing
IEEE Transactions on Dependable and Secure Computing
ACM SIGPLAN Notices
Predicting the Location and Number of Faults in Large Software Systems
IEEE Transactions on Software Engineering
The Top Ten List: Dynamic Fault Prediction
ICSM '05 Proceedings of the 21st IEEE International Conference on Software Maintenance
Mining metrics to predict component failures
Proceedings of the 28th international conference on Software engineering
Predicting Faults from Cached History
ICSE '07 Proceedings of the 29th international conference on Software Engineering
Evaluating static analysis defect warnings on production software
PASTE '07 Proceedings of the 7th ACM SIGPLAN-SIGSOFT workshop on Program analysis for software tools and engineering
ESEM '07 Proceedings of the First International Symposium on Empirical Software Engineering and Measurement
A report on a survey and study of static analysis users
DEFECTS '08 Proceedings of the 2008 workshop on Defects in large software systems
Using Static Analysis to Find Bugs
IEEE Software
Dynamic Regression Test Selection Based on a File Cache An Industrial Evaluation
ICST '09 Proceedings of the 2009 International Conference on Software Testing Verification and Validation
Designing the User Interface: Strategies for Effective Human-Computer Interaction
Designing the User Interface: Strategies for Effective Human-Computer Interaction
Fair and balanced?: bias in bug-fix datasets
Proceedings of the the 7th joint meeting of the European software engineering conference and the ACM SIGSOFT symposium on The foundations of software engineering
An Empirical Evaluation of Regression Testing Based on Fix-Cache Recommendations
ICST '10 Proceedings of the 2010 Third International Conference on Software Testing, Verification and Validation
The code orb: supporting contextualized coding via at-a-glance views (NIER track)
Proceedings of the 33rd International Conference on Software Engineering
BugCache for inspections: hit or miss?
Proceedings of the 19th ACM SIGSOFT symposium and the 13th European conference on Foundations of software engineering
The Design of Everyday Things
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While many bug prediction algorithms have been developed by academia, they're often only tested and verified in the lab using automated means. We do not have a strong idea about whether such algorithms are useful to guide human developers. We deployed a bug prediction algorithm across Google, and found no identifiable change in developer behavior. Using our experience, we provide several characteristics that bug prediction algorithms need to meet in order to be accepted by human developers and truly change how developers evaluate their code.