A Study of Green Logistics Ports: The Structured and Unstructured Data Analytics

碩士 === 逢甲大學 === 運輸科技與管理學系 === 104 === In recent years, as the concept of environmental conservation gradually matures, the transition of seaports to go green has increased. However, there is a lack of research on the impact of green port logistics, their establishment and the analysis thereof. Hence...

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Bibliographic Details
Main Authors: Wei-Hsuan Wang, 王瑋萱
Other Authors: Pei-Ju Wu
Format: Others
Language:zh-TW
Published: 2016
Online Access:http://ndltd.ncl.edu.tw/handle/x8d8ce
Description
Summary:碩士 === 逢甲大學 === 運輸科技與管理學系 === 104 === In recent years, as the concept of environmental conservation gradually matures, the transition of seaports to go green has increased. However, there is a lack of research on the impact of green port logistics, their establishment and the analysis thereof. Hence, this research aimed to better understand the association between seaport efforts in environmental sustainability and seaport performance as well as how to go green. This study collected green certified information of seaports and then analyzed structured data to explore the changes of operating performance of which seaports are getting the green certification. In addition, this study analyzed unstructured data by text mining and decision tree analysis to identify the key factors of seaports to achieve the environmental certification. Structured data analysis showed that certified seaports could improve its performance. Unstructured data showed that green seaports have the characteristics of process, project, business, procurement, sustainability, supply chain, global, service and internet. Furthermore, "supply chain management", "sustainability" and "Project" are key factors for logistics ports to acquire an environmental award or certification based on the results of decision tree analysis. The analytical results reveal that green port awards can be obtained through developing the green supply chain, shipping network, improving seaport facilities, combining 3E policy and green seaport sustainability policy.