Does distributed development affect software quality? An empirical case study of Windows Vista
ICSE '09 Proceedings of the 31st International Conference on Software Engineering
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
The New Know: Innovation Powered by Analytics
The New Know: Innovation Powered by Analytics
Analytics for software development
Proceedings of the FSE/SDP workshop on Future of software engineering research
Proceedings of the FSE/SDP workshop on Future of software engineering research
Software analytics as a learning case in practice: approaches and experiences
Proceedings of the International Workshop on Machine Learning Technologies in Software Engineering
Beyond data mining; towards "idea engineering"
Proceedings of the 9th International Conference on Predictive Models in Software Engineering
A goal driven framework for software project data analytics
CAiSE'13 Proceedings of the 25th international conference on Advanced Information Systems Engineering
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Gaming companies now routinely apply data mining to their user data in order to plan the next release of their software. We predict that such software development analytics will become commonplace, in the near future. For example, as large software systems migrate to the cloud, they are divided and sold as dozens of smaller apps; when shopping inside the cloud, users are free to mix and match their apps from multiple vendors (e.g. Google Docsâ聙聶 word processor with Zohoâ聙聶s slide manager); to extend, or even retain, market share cloud vendors must mine their user data in order to understand what features best attract their clients. This panel will address the open issues with analytics. Issues addressed will include the following. What is the potential for software development analytics? What are the strengths and weaknesses of the current generation of analytics tools? How best can we mature those tools?