JOURNAL ARTICLE
Data Mining for Software Engineering
Tao XieSuresh ThummalapentaDavid LoChao Liu
Year: 2009 Journal: Computer Vol: 42 (7)Pages: 55-62 Publisher: IEEE Computer Society
Abstract
To improve software productivity and quality, software engineers are increasingly applying data mining algorithms to various software engineering tasks. However, mining SE data poses several challenges. The authors present various algorithms to effectively mine sequences, graphs, and text from such data.
Keywords:
Computer science Software mining Software Social software engineering Software engineering Data mining Software construction Software quality Software analytics Software development Data science Operating system
Metrics
141
Cited By
24.09
FWCI (Field Weighted Citation Impact)
14
Refs
0.99
Citation Normalized Percentile
Is in top 1%
Is in top 10%
Citation History
Topics
Software Engineering Research
Physical Sciences → Computer Science → Information Systems
Software Testing and Debugging Techniques
Physical Sciences → Computer Science → Software
Software System Performance and Reliability
Physical Sciences → Computer Science → Computer Networks and Communications
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