Mutation analysis and its industrial applications

IF 1.5 4区 计算机科学 Q3 COMPUTER SCIENCE, SOFTWARE ENGINEERING
R. Gopinath, Jie M. Zhang, Marinos Kintis, Mike Papadakis
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引用次数: 0

Abstract

from EFSM specifications using numerous coverage criteria, which are evaluated using mutation analysis. The authors present their results, and provide recommendations for practitioners. 3. The third paper is Learning-based Mutant Reduction using Fine-grained Mutation Operators by Shin Hong and Yunho Kim . This paper proposes MUTRAIN, a technique for reducing the cost of mutation testing. It uses cost-considerate linear regression to learn a mutation model allows prediction of mutation score from a much smaller set of fine-grained mutation operators.
突变分析及其工业应用
从EFSM规范中使用许多覆盖标准,这些标准使用突变分析进行评估。作者介绍了他们的结果,并为从业者提供了建议。3.第三篇论文是Shin Hong和Yunho Kim使用细粒度突变算子的基于学习的突变约简。本文提出了一种降低突变检测成本的MUTRAIN技术。它使用考虑成本的线性回归来学习一个突变模型,该模型允许从更小的一组细粒度突变操作符中预测突变分数。
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来源期刊
Software Testing Verification & Reliability
Software Testing Verification & Reliability 工程技术-计算机:软件工程
CiteScore
3.70
自引率
0.00%
发文量
34
审稿时长
>12 weeks
期刊介绍: The journal is the premier outlet for research results on the subjects of testing, verification and reliability. Readers will find useful research on issues pertaining to building better software and evaluating it. The journal is unique in its emphasis on theoretical foundations and applications to real-world software development. The balance of theory, empirical work, and practical applications provide readers with better techniques for testing, verifying and improving the reliability of software. The journal targets researchers, practitioners, educators and students that have a vested interest in results generated by high-quality testing, verification and reliability modeling and evaluation of software. Topics of special interest include, but are not limited to: -New criteria for software testing and verification -Application of existing software testing and verification techniques to new types of software, including web applications, web services, embedded software, aspect-oriented software, and software architectures -Model based testing -Formal verification techniques such as model-checking -Comparison of testing and verification techniques -Measurement of and metrics for testing, verification and reliability -Industrial experience with cutting edge techniques -Descriptions and evaluations of commercial and open-source software testing tools -Reliability modeling, measurement and application -Testing and verification of software security -Automated test data generation -Process issues and methods -Non-functional testing
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