The Software Metrics Based on Complex Networks

摘要：

　　Software structure is abstracted to software coupling weight network (SCWN) by making use of complex network theory to characterize and describe the macroscopic properties of Objectoriented software systems.and empirical investigation results on the degree distribu tions,vertex strength distributions and the correlation of the degree and vertex strength of four open software systems have been presented.Imp!ement reviewing of the degree and vertex strength distributions of four software and find that the scalefree property of the in-and out-ver tex strength distributions are validated,the same as the in-and outdegree distributions.Howev- er.the distributions of the outdegree and out-vertex strength exhibit a certain extent of devia tion from power laws and it is revised by using stretched exponential dtstribution (SED).And then we examine the correlation of the degree and vertex strength,and draw a conclusion that a certain kind of relation between the degree and the vertices strength has existed and the edges with the larger weights tend to point to the neighbors with larger degree.

关键词： software metrics software coupling weight network stretched exponential distribution vertex strength

作者: GAO Yang PENG Yong XIE Feng CHEN Dongqing ZHAO Wei XU Guoai

作者单位: China Information Technology Security Evaluation Center,Beijing 100085,China China Information Technology Security Evaluation Center,Beijing 100085,China;Information Security Ce Information Security Center,Beijing University of Posts and Telecommunications,Beijing 100876,China

会议类型: 国内会议

会议名称: 第五届信息安全漏洞分析与风险评估大会

会议地点: 上海

会议语种:英文

页码: 168-181

在线出版日期: 2012-12-06（万方平台首次上网日期，不代表论文的发表时间）