{"title":"软件复杂性度量在软件可靠性建模中的应用","authors":"J. Munson, T. Khoshgoftaar","doi":"10.1109/ISSRE.1991.145346","DOIUrl":null,"url":null,"abstract":"The central theme of the study is the creation of a suitable complexity measure for use in software reliability models. Factor analytic techniques are employed to reduce the dimensionality of the complexity problem space to produce a set of reduced metrics. The reduced metrics are subsequently combined into a single relative complexity measure. Program complexity varies dynamically as a function of inputs to the system. Hence, the notion of relative complexity is extended to a dynamic or functional complexity metric for use in proposed modifications to existing reliability models.<<ETX>>","PeriodicalId":338844,"journal":{"name":"Proceedings. 1991 International Symposium on Software Reliability Engineering","volume":"60 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"1991-05-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"39","resultStr":"{\"title\":\"The use of software complexity metrics in software reliability modeling\",\"authors\":\"J. Munson, T. Khoshgoftaar\",\"doi\":\"10.1109/ISSRE.1991.145346\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The central theme of the study is the creation of a suitable complexity measure for use in software reliability models. Factor analytic techniques are employed to reduce the dimensionality of the complexity problem space to produce a set of reduced metrics. The reduced metrics are subsequently combined into a single relative complexity measure. Program complexity varies dynamically as a function of inputs to the system. Hence, the notion of relative complexity is extended to a dynamic or functional complexity metric for use in proposed modifications to existing reliability models.<<ETX>>\",\"PeriodicalId\":338844,\"journal\":{\"name\":\"Proceedings. 1991 International Symposium on Software Reliability Engineering\",\"volume\":\"60 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"1991-05-17\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"39\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Proceedings. 1991 International Symposium on Software Reliability Engineering\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ISSRE.1991.145346\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings. 1991 International Symposium on Software Reliability Engineering","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ISSRE.1991.145346","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
The use of software complexity metrics in software reliability modeling
The central theme of the study is the creation of a suitable complexity measure for use in software reliability models. Factor analytic techniques are employed to reduce the dimensionality of the complexity problem space to produce a set of reduced metrics. The reduced metrics are subsequently combined into a single relative complexity measure. Program complexity varies dynamically as a function of inputs to the system. Hence, the notion of relative complexity is extended to a dynamic or functional complexity metric for use in proposed modifications to existing reliability models.<>
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