N. Abe;R. Akkiraju;S. Buckley;M. Ettl;P. Huang;D. Subramanian;F. Tipu
{"title":"论企业转型项目的优化选择","authors":"N. Abe;R. Akkiraju;S. Buckley;M. Ettl;P. Huang;D. Subramanian;F. Tipu","doi":"10.1147/sj.464.0777","DOIUrl":null,"url":null,"abstract":"To compete and thrive in a changing business environment, a business can adapt by initiating and successfully carrying out business transformation projects. In this paper we propose a methodology for the optimal selection of such transformational projects. We propose a two-stage methodology based on (1) correlation analytics for identifying key drivers of business performance and (2) advanced portfolio-optimization techniques for selecting optimal business-transformation portfolios in the face of resource constraints, budget constraints, and a rich variety of business rules. We illustrate our methodology through a case study from the electronics industry.","PeriodicalId":55035,"journal":{"name":"IBM systems journal","volume":"46 4","pages":"777-795"},"PeriodicalIF":0.0000,"publicationDate":"2007-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1147/sj.464.0777","citationCount":"13","resultStr":"{\"title\":\"On optimizing the selection of business transformation projects\",\"authors\":\"N. Abe;R. Akkiraju;S. Buckley;M. Ettl;P. Huang;D. Subramanian;F. Tipu\",\"doi\":\"10.1147/sj.464.0777\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"To compete and thrive in a changing business environment, a business can adapt by initiating and successfully carrying out business transformation projects. In this paper we propose a methodology for the optimal selection of such transformational projects. We propose a two-stage methodology based on (1) correlation analytics for identifying key drivers of business performance and (2) advanced portfolio-optimization techniques for selecting optimal business-transformation portfolios in the face of resource constraints, budget constraints, and a rich variety of business rules. We illustrate our methodology through a case study from the electronics industry.\",\"PeriodicalId\":55035,\"journal\":{\"name\":\"IBM systems journal\",\"volume\":\"46 4\",\"pages\":\"777-795\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2007-01-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://sci-hub-pdf.com/10.1147/sj.464.0777\",\"citationCount\":\"13\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"IBM systems journal\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://ieeexplore.ieee.org/document/5386577/\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"IBM systems journal","FirstCategoryId":"1085","ListUrlMain":"https://ieeexplore.ieee.org/document/5386577/","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
On optimizing the selection of business transformation projects
To compete and thrive in a changing business environment, a business can adapt by initiating and successfully carrying out business transformation projects. In this paper we propose a methodology for the optimal selection of such transformational projects. We propose a two-stage methodology based on (1) correlation analytics for identifying key drivers of business performance and (2) advanced portfolio-optimization techniques for selecting optimal business-transformation portfolios in the face of resource constraints, budget constraints, and a rich variety of business rules. We illustrate our methodology through a case study from the electronics industry.