计算机科学
模糊性
风险分析(工程)
外包
过程(计算)
可视化
风险评估
知识管理
数据挖掘
管理科学
数据科学
人工智能
模糊逻辑
计算机安全
经济
医学
政治学
法学
操作系统
作者
Wenyan Song,Yue Zhu,Shanshan Li,Li Wang,Hui Zhang
标识
DOI:10.1016/j.engappai.2022.104938
摘要
Effective risk evaluation is necessary to guarantee the successful completion of an IT outsourcing (ITO) process. However, previous methods of ITO risk assessment omit the interrelationships between the risk factors and ignore the vagueness of the evaluations. Additionally, most of the approaches fail to show the complex interactions among the risk factors with an intuitive and clear structure diagram. Thus, a new method for ITO risk assessment and visualization is developed in this paper. The proposed method integrates the advantages of improved decision-making and trial evaluation laboratories (DEMATEL) method, to incorporate the vagueness of the evaluations flexibly and evaluate the interactions and internal strengths of risk factors, and the merits of interpretative structural modeling (ISM), to clarify the risk factor structure. To illustrate the practicality and validity of this approach, an ITO case study of a mineral company is used in the implementation section to demonstrate the method.
科研通智能强力驱动
Strongly Powered by AbleSci AI