Software analytics (original) (raw)

Software analytics is the analytics specific to the domain of software systems taking into account source code, static and dynamic characteristics (e.g., software metrics) as well as related processes of their development and evolution. It aims at describing, monitoring, predicting, and improving the efficiency and effectiveness of software engineering throughout the software lifecycle, in particular during software development and software maintenance. The data collection is typically done by mining software repositories, but can also be achieved by collecting user actions or production data. One avenue for using the collected data is to augment the integrated development environments (IDEs) with data-driven features.

Property	Value
dbo:abstract	Software analytics is the analytics specific to the domain of software systems taking into account source code, static and dynamic characteristics (e.g., software metrics) as well as related processes of their development and evolution. It aims at describing, monitoring, predicting, and improving the efficiency and effectiveness of software engineering throughout the software lifecycle, in particular during software development and software maintenance. The data collection is typically done by mining software repositories, but can also be achieved by collecting user actions or production data. One avenue for using the collected data is to augment the integrated development environments (IDEs) with data-driven features. (en)
dbo:wikiPageExternalLink	http://www.infoworld.com/t/applications/turn-application-metrics-business-value-241019/ https://azure.microsoft.com/en-us/services/application-insights/ http://conferences.computer.org/cseet/2012/CSEET_2012/Dongmei.html http://research.microsoft.com/apps/pubs/%3Fid=144543 http://research.microsoft.com/apps/pubs/default.aspx%3Fid=136301 http://research.microsoft.com/en-us/groups/ese/ http://research.microsoft.com/en-us/groups/sa/ http://research.microsoft.com/en-us/groups/sa/softwareanalyticsinpractice_approachesandexperiences_msr2012.pdf http://research.microsoft.com/en-us/groups/sa/softwareanalyticsinpractice_minitutorial_icse2012.pdf http://pinterest.com/tomzimmermann/software-analytics/
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rdfs:comment	Software analytics is the analytics specific to the domain of software systems taking into account source code, static and dynamic characteristics (e.g., software metrics) as well as related processes of their development and evolution. It aims at describing, monitoring, predicting, and improving the efficiency and effectiveness of software engineering throughout the software lifecycle, in particular during software development and software maintenance. The data collection is typically done by mining software repositories, but can also be achieved by collecting user actions or production data. One avenue for using the collected data is to augment the integrated development environments (IDEs) with data-driven features. (en)
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