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Software analytics

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…

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Definitions

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History

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Map overview Semantic statistics

Software analytics

Nodes34
Edges33
Triples84
Avg. degree1.94
Density0.058824
Components1

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Software analytics

Top relations

related to External links · 30
Software analytics → Application Insights, Approaches, Azure, CSEE, Dongmei Zhang, Education, ESE, Experiences, Group, ICSE, IEEE-CS Conference, InfoWorld, International Conference, Its Implications, Keynote, Microsoft Research Redmond Empirical, Mini-tutorial, Mining Software Repositories, MSR, Practice
related to history · 28
Software analytics → ASE, Automated Software Engineering, Dongmei Zhang, Haidong Zhang, IEEE-CS Conference, IEEE/ACM International Conference, In, International Conference, International Workshop, Jian-Guang Lou, Machine Learning Technologies, MALETS, Microsoft Research Asia, Mining Software Repositories, MSRA, North Carolina State University, Practice Track, SA, Shi Han, Software Analytics Group
related to Approach · 8
Software analytics → Bugzilla, Core, CVS, GIT, Methods, Software, Subversion, Telemetry
related to Aims · 5
Software analytics → Actionable, C-level, Insightful, Software, Typically
related to Definitions · 3
Software analytics → SA, Software, These
is a · 1
Software analytics → analytics specific to the domain of software systems taking into account source code

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Important terminology

analytics software development data engineering well aims also information systems mining repositories artifacts sa group research source code metrics processes

Entity relationships Subject–Predicate–Object triples

SubjectPredicateObjectConfidenceSrc
Software analyticsis aanalytics specific to the domain of software systems taking into account source code0.90text
CVSinstance ofrecorded in software repositories0.80text
Subversioninstance ofrecorded in software repositories0.80text
GITinstance ofrecorded in software repositories0.80text
and Bugzillainstance ofrecorded in software repositories0.80text
machine learninginstance ofkey technologies employed by software analytics include analytical technologies0.80text
data mininginstance ofkey technologies employed by software analytics include analytical technologies0.80text
statisticsinstance ofkey technologies employed by software analytics include analytical technologies0.80text
pattern recognitioninstance ofkey technologies employed by software analytics include analytical technologies0.80text
information visualization as well as large-scale data computinginstance ofkey technologies employed by software analytics include analytical technologies0.80text
Software analyticsrelated to AimsSoftware0.60section
Software analyticsrelated to AimsInsightful0.60section

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