基于知识图谱的国内外供应链管理研究热点分析及前沿探索

发布时间：2018-03-11 09:13

本文选题：知识图谱　切入点：供应链管理　出处：《吉林大学》2017年硕士论文　论文类型：学位论文

【摘要】：随着经济全球化的到来,市场环境剧烈变化,竞争日趋白热化,客户要求更好的产品和更好的附加服务,而供应链管理影响着整个企业的效率以及顾客的满意度,所以供应链管理决策好坏成为决定企业竞争力的重要原因之一,对企业来说越来越重要。因此,有关供应链管理的企业实践活动以及学者界的相关学术研究蓬勃发展。为了更好地推动供应链管理领域相关研究,我们有必要对其发展的热点现状以及前沿进行挖掘并加以分析,以期对未来的相关研究提供一定的方向。本文基于知识图谱理论与方法,数据取自权威的SCI数据库和CSSCI数据库,通过对供应链管理1998-2015年高水平文献运用共词分析,社会网络分析,聚类分析等方法,借助Excel,Cite Space等软件,勾勒出国内外供应链管理的可视化图谱;通过对可视化图谱的分析,对当前领域进行客观的定性、定量研究,确定当前供应链管理领域研究热点;基于引文分析描绘国家合作关系,并借助Google Earth软件描绘领域热点的相关文献国家合作的地理分布图,直观地展现文献的地域性特点和合作关系;利用Kleinberg算法探测出突显词,在突显词当中根据一定方法对研究前沿进行提取和确定,并对前沿进行分析。本文通过研究得出以下几个结论:第一,国外供应链管理领域研究热点为:供应链管理对组织绩效的影响、绿色供应链管理和闭环供应链管理;国内供应链管理领域为的研究热点为:知识管理、绿色供应链管理、信息共享、企业国际竞争力;第二,中国在供应链管理领域当前热点相关的主题发文量占据第一位,说明中国在该领域的学者嗅觉敏感,紧跟热点;在领域当前热点相关文献基于被引频次的相关研究中,美国排名第一位,体现出了很强的影响力;第三,国内近来的领域研究前沿为供应链的风险管理以及结构方程模型在供应链管理中的应用,国际平台中近来的研究前沿为绿色供应链管理和企业动态理论在供应链管理中的应用,这些概念可以一定程度上指引领域的研究方向。
[Abstract]:With the arrival of economic globalization, the market environment changes dramatically, the competition becomes more and more intense, the customers demand better products and better additional services, and supply chain management affects the efficiency of the whole enterprise and customer satisfaction. Therefore, the decision of supply chain management has become one of the important reasons to determine the competitiveness of enterprises, and it is becoming more and more important for enterprises. In order to promote the research of supply chain management, the enterprise practice and academic research on supply chain management are booming. It is necessary for us to mine and analyze the hot spots and frontiers in order to provide some direction for future research. Based on the theory and method of knowledge map, the data are taken from the authoritative SCI database and CSSCI database. Through the use of common word analysis, social network analysis, cluster analysis and so on to the high-level literature of supply chain management from 1998 to 2015, and with the help of Excel Cite Space software, the visual map of supply chain management at home and abroad is drawn, and the visual map is analyzed. Carry on the objective qualitative and quantitative research to the current field, determine the current research hotspot in the field of supply chain management, describe the country cooperation relationship based on the citation analysis, With the help of Google Earth software to depict the geographical distribution map of the national cooperation of the relevant literature of hot spots in the field, the regional characteristics and cooperative relations of the literature are displayed intuitively, and the prominent words are detected by using the Kleinberg algorithm. In salient words, according to a certain method to extract and determine the front of the research, and analysis of the front. Through the study, this paper draws the following conclusions: first, The research focus in the field of supply chain management abroad is: the impact of supply chain management on organizational performance, green supply chain management and closed-loop supply chain management; domestic supply chain management research focus on: knowledge management, green supply chain management, Second, China occupies the first place in the current hot topics of supply chain management, indicating that Chinese scholars in this field are sensitive and follow the hot spots. The United States ranks first in the relevant research on the current hot spots in the field based on the frequency of citation, showing a strong influence; third, The frontier of domestic research is the risk management of supply chain and the application of structural equation model in supply chain management. The recent research frontier of international platform is the application of green supply chain management and enterprise dynamic theory in supply chain management. To some extent, these concepts can guide the research direction of the field.
【学位授予单位】：吉林大学
【学位级别】：硕士
【学位授予年份】：2017
【分类号】：F274

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