{"title":"使用聚类技术对项目进行分类以进行投资组合选择","authors":"Ghizlane Elbok, A. Berrado","doi":"10.1145/3289402.3289531","DOIUrl":null,"url":null,"abstract":"This work presents a project categorization process that will help practitioner's and decision makers, in a given organization, to group project portfolio components, falling within common strategic orientations. This is a crucial step before they can initiate candidate projects prioritization and selection process based on common criteria. In this regard, we developed an empirically-based categorization approach through clustering techniques where general but most important project attributes are emphasized. It is initiated by considering the organizational strategy and project characteristics, specific to the organization. The suggested approach is then illustrated through the categorization of more than 50 projects in the case of a company operating in the automotive industry.","PeriodicalId":199959,"journal":{"name":"Proceedings of the 12th International Conference on Intelligent Systems: Theories and Applications","volume":"33 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2018-10-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"3","resultStr":"{\"title\":\"Categorizing projects for portfolio selection using clustering techniques\",\"authors\":\"Ghizlane Elbok, A. Berrado\",\"doi\":\"10.1145/3289402.3289531\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This work presents a project categorization process that will help practitioner's and decision makers, in a given organization, to group project portfolio components, falling within common strategic orientations. This is a crucial step before they can initiate candidate projects prioritization and selection process based on common criteria. In this regard, we developed an empirically-based categorization approach through clustering techniques where general but most important project attributes are emphasized. It is initiated by considering the organizational strategy and project characteristics, specific to the organization. The suggested approach is then illustrated through the categorization of more than 50 projects in the case of a company operating in the automotive industry.\",\"PeriodicalId\":199959,\"journal\":{\"name\":\"Proceedings of the 12th International Conference on Intelligent Systems: Theories and Applications\",\"volume\":\"33 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2018-10-24\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"3\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Proceedings of the 12th International Conference on Intelligent Systems: Theories and Applications\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1145/3289402.3289531\",\"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 of the 12th International Conference on Intelligent Systems: Theories and Applications","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/3289402.3289531","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Categorizing projects for portfolio selection using clustering techniques
This work presents a project categorization process that will help practitioner's and decision makers, in a given organization, to group project portfolio components, falling within common strategic orientations. This is a crucial step before they can initiate candidate projects prioritization and selection process based on common criteria. In this regard, we developed an empirically-based categorization approach through clustering techniques where general but most important project attributes are emphasized. It is initiated by considering the organizational strategy and project characteristics, specific to the organization. The suggested approach is then illustrated through the categorization of more than 50 projects in the case of a company operating in the automotive industry.