An integrative framework for intelligent software project risk planning

doi:10.1016/j.dss.2012.12.029

CORC > 上海财经大学 > 上海财经大学

	An integrative framework for intelligent software project risk planning
	Hu, Yong 1; Du, Jianfeng 1; Zhang, Xiangzhou 2; Hao, Xiaoling 3; Ngai, E. W. T.4; Fan, Ming 5; Liu, Mei 6
刊名	DECISION SUPPORT SYSTEMS
	2013-11
卷号	55 期号:4 页码:927-937
关键词	Decision support systems Software project risk analysis and planning Actionable knowledge discovery Social media platform project
ISSN号	0167-9236
DOI	10.1016/j.dss.2012.12.029
英文摘要	Software projects have inherent uncertainties and risks. Social software projects suffer even more requirement changes and require more attention to risk management. Risk analysis and planning are complex, making it difficult to manage risks effectively through subjective judgment. At present, ample empirical research on intelligent decision-support models for risk analysis in software projects exists. However, to the best of our knowledge, empirical models for software project risk planning, or those related to integrative software risk analysis and planning are not available. Thus, the current study proposes an integrative framework for intelligent software project risk planning (IF-ISPRP) to help in minimizing the impacts of project risks and achieving a better foreseeable project outcome. IF-ISPRP includes two core components, namely, risk analysis module and risk planning module. The risk analysis module is to predict whether a project will be successful or not. The risk planning module is to produce a cost-minimal action set for risk control based on the risk analysis module. For integrative risk analysis and planning, we propose a novel many-to-many actionable knowledge discovery (MMAKD) method for complex risk planning. We also apply the framework on a social media platform project, Guangzhou Wireless City, and demonstrate how the model can generate a cost-minimal action set to mitigate the project risk. The risk-control actions found may help develop strategies on mitigating the risks of other social software projects. We hope that the proposed framework will provide an intelligent decision-support tool for project stakeholders to effectively control project risks by integrating risk analysis and planning. (C) 2013 Elsevier B.V. All rights reserved.
WOS研究方向	Computer Science ; Operations Research & Management Science
语种	英语
出版者	ELSEVIER SCIENCE BV
WOS记录号	WOS:000325041500009
内容类型	期刊论文
源URL	[http://10.2.47.112/handle/2XS4QKH4/2873]
专题	上海财经大学
通讯作者	Hu, Yong
作者单位	1.Sun Yat Sen Univ, Guangdong Univ Foreign Studies, Inst Business Intelligence & Knowledge Discovery, Guangzhou 510006, Guangdong, Peoples R China; 2.Sun Yat Sen Univ, Sch Business, Guangzhou 510006, Guangdong, Peoples R China; 3.Shanghai Univ Finance & Econ, Shanghai 200433, Peoples R China; 4.Hong Kong Polytech Univ, Dept Management & Mkt, Kowloon, Hong Kong, Peoples R China; 5.Univ Washington, Foster Sch Business, Seattle, WA 98195 USA; 6.New Jersey Inst Technol, Dept Comp Sci, Newark, NJ 07102 USA
推荐引用方式 GB/T 7714	Hu, Yong,Du, Jianfeng,Zhang, Xiangzhou,et al. An integrative framework for intelligent software project risk planning[J]. DECISION SUPPORT SYSTEMS,2013,55(4):927-937.
APA	Hu, Yong.,Du, Jianfeng.,Zhang, Xiangzhou.,Hao, Xiaoling.,Ngai, E. W. T..,...&Liu, Mei.(2013).An integrative framework for intelligent software project risk planning.DECISION SUPPORT SYSTEMS,55(4),927-937.
MLA	Hu, Yong,et al."An integrative framework for intelligent software project risk planning".DECISION SUPPORT SYSTEMS 55.4(2013):927-937.