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Software complexity measurement based on complex network

  • Beihang University

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

Usually the complexity metric of software focuses on the complexity of code level, function level or structure level separately. It lacks of measurement for the comprehensive complexity of software system. This paper proposes a complexity metric model of three-level cascade network that based on complex network theory. In this metric model, the complexity of code level, function level and structure level are measured and the cascaded relationship between the three levels are analyzed. At last, the three-level cascade network model is built and the comprehensive complexity of software system is measured though the three-level cascade network model. The experiment result shows that the comprehensive complexity of the software system is correlated positively to the number of software defects.

源语言英语
主期刊名ICSESS 2017 - Proceedings of 2017 IEEE 8th International Conference on Software Engineering and Service Science
编辑Li Wenzheng, M. Surendra Prasad Babu, Lei Xiaohui
出版商IEEE Computer Society
262-265
页数4
ISBN(电子版)9781538645703
DOI
出版状态已出版 - 2 7月 2017
活动8th IEEE International Conference on Software Engineering and Service Science, ICSESS 2017 - Beijing, 中国
期限: 24 11月 201726 11月 2017

出版系列

姓名Proceedings of the IEEE International Conference on Software Engineering and Service Sciences, ICSESS
2017-November
ISSN(印刷版)2327-0586
ISSN(电子版)2327-0594

会议

会议8th IEEE International Conference on Software Engineering and Service Science, ICSESS 2017
国家/地区中国
Beijing
时期24/11/1726/11/17

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