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Risk Influencing Factor Analysis of Urban Express Logistics for Public Safety: A Chinese Perspective
المؤلفون المشاركون
Zhao, Mingjing
Ji, Shouwen
Zhao, Qianru
Chen, Cheng
Wei, Zhen-Lin
المصدر
Mathematical Problems in Engineering
العدد
المجلد 2020، العدد 2020 (31 ديسمبر/كانون الأول 2020)، ص ص. 1-14، 14ص.
الناشر
Hindawi Publishing Corporation
تاريخ النشر
2020-06-17
دولة النشر
مصر
عدد الصفحات
14
التخصصات الرئيسية
الملخص EN
Due to the uncertainty and complexity of multilinks and multifactors in urban express logistics system, it is very difficult to analyze the risk factors and the correlation among them for urban public security.
In this paper, a method combining domain knowledge and data learning is proposed to construct Bayesian network, which can effectively deal with this problem.
Based on the literature review and the investigation of transportation companies, this paper summarizes the risk factors to public safety caused by pick up, warehouse storage, transport, and the end distribution in the process of urban express logistics, which are divided into 5 dimensions: management, weather, human, transportation tools and facilities, and goods, including 11 risk factors.
In this paper, Interpretative Structural Model is used to construct the initial hierarchical model to describe the complex relationship between factors, and then causal mapping method is used to improve the initial model to transform the structure into the final Bayesian network model.
Finally, the sensitivity of one node to other nodes is analyzed based on the incident data.
The results show that Bayesian network is effective in improving urban express logistics operation ability and avoiding public safety risks and has a strong generalization ability, which is simple and easy in practical application.
نمط استشهاد جمعية علماء النفس الأمريكية (APA)
Zhao, Mingjing& Ji, Shouwen& Zhao, Qianru& Chen, Cheng& Wei, Zhen-Lin. 2020. Risk Influencing Factor Analysis of Urban Express Logistics for Public Safety: A Chinese Perspective. Mathematical Problems in Engineering،Vol. 2020, no. 2020, pp.1-14.
https://search.emarefa.net/detail/BIM-1195247
نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)
Zhao, Mingjing…[et al.]. Risk Influencing Factor Analysis of Urban Express Logistics for Public Safety: A Chinese Perspective. Mathematical Problems in Engineering No. 2020 (2020), pp.1-14.
https://search.emarefa.net/detail/BIM-1195247
نمط استشهاد الجمعية الطبية الأمريكية (AMA)
Zhao, Mingjing& Ji, Shouwen& Zhao, Qianru& Chen, Cheng& Wei, Zhen-Lin. Risk Influencing Factor Analysis of Urban Express Logistics for Public Safety: A Chinese Perspective. Mathematical Problems in Engineering. 2020. Vol. 2020, no. 2020, pp.1-14.
https://search.emarefa.net/detail/BIM-1195247
نوع البيانات
مقالات
لغة النص
الإنجليزية
الملاحظات
Includes bibliographical references
رقم السجل
BIM-1195247
قاعدة معامل التأثير والاستشهادات المرجعية العربي "ارسيف Arcif"
أضخم قاعدة بيانات عربية للاستشهادات المرجعية للمجلات العلمية المحكمة الصادرة في العالم العربي
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