TY - GEN
T1 - A software reliability evaluation method based on rough set
AU - Li, Qiuying
AU - Wang, Jian
PY - 2012
Y1 - 2012
N2 - Quantitative software reliability evaluation method depends on the failure data of software. And most evaluation work is started only after obtaining the failure data in the later period of software development, which leads to a problem that people could not obtain the information of software reliability level in the early stage of software development, which could be used for guiding the work of software reliability design, analysis and testing. Therefore, the qualitative software reliability evaluation methods based on the reliability corresponding factors in each stage of the software development are studied recently. In this paper, a qualitative software reliability evaluation method based on rough set is proposed, which takes use of the data mining technology based on rough set to analyze the data related to the software reliability, and finds the factors and the correlation rules which have an important influence on the software reliability. Then it could be used to evaluate the software reliability.
AB - Quantitative software reliability evaluation method depends on the failure data of software. And most evaluation work is started only after obtaining the failure data in the later period of software development, which leads to a problem that people could not obtain the information of software reliability level in the early stage of software development, which could be used for guiding the work of software reliability design, analysis and testing. Therefore, the qualitative software reliability evaluation methods based on the reliability corresponding factors in each stage of the software development are studied recently. In this paper, a qualitative software reliability evaluation method based on rough set is proposed, which takes use of the data mining technology based on rough set to analyze the data related to the software reliability, and finds the factors and the correlation rules which have an important influence on the software reliability. Then it could be used to evaluate the software reliability.
KW - qualitative evaluation
KW - reliability evaluation
KW - rough set
KW - software reliability
UR - https://www.scopus.com/pages/publications/84860756688
U2 - 10.1007/978-3-642-27329-2_49
DO - 10.1007/978-3-642-27329-2_49
M3 - 会议稿件
AN - SCOPUS:84860756688
SN - 9783642273285
T3 - Advances in Intelligent and Soft Computing
SP - 357
EP - 365
BT - Mechanical Engineering and Technology - Selected and Revised Results of the 2011 International Conference on Mechanical Engineering and Technology
T2 - 2011 International Conference on Mechanical Engineering and Technology, ICMET 2011
Y2 - 24 November 2011 through 25 November 2011
ER -