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Traffic accidents of autonomous vehicles based on knowledge mapping:A review

Journal of Traffic and Transportation Engineering(English Edition) 2023年第6期10卷 1061-1073页

作者： Wei Ji Quan Yuan Gang Cheng Shengnan Yu Min Wang Zefang Shen Tiantong Yang Fada Institute of Forensic Medicine&Science China University of Political Science and LawBeijing 100088China State Key Laboratory of Intelligent Green Vehicle and Mobility School of Vehicle and MobilityTsinghua UniversityBeijing 100084China China University of Political Science and Law Beijing 100088China

As a characteristic representative of the new generation of vehicles,autonomous driving is expected to improve people's driving *** study on traffic accident of autonomous vehicles(AVs)helps provide suggestions for autonomous driving safety from multiple disciplines and perspectives,and provide support for formulating traffic accident treatment *** mapping,as a cutting-edge research method in bibliometrics,scientifically and objectively displays the relevant research status using visual *** paper uses CiteSpace 6.1.r3 to analyze 5068 related literature on the Web of Science database from 1991 to 2022 and finds out major thematic clusters,important documents and representative journals according to citation *** results show that research on traffic accidents involving AVs focuses on accident preventing technologies,including how to avoid collisions,track lane-position,and enhance vehicle-toeverything(V2X)*** paper extracts the mean research topics and key points involved in the field and illustrates journals related to AVs and traffic accidents,which provides guidance for subsequent researchers to carry out in-depth research and contribute their *** journals are in disciplines of mathematics,systems,computer,economics,and social *** paper also suggests scholars to consider the aspects of scene reconstruction,cause analysis,and injury of vulnerable road users,so as to investigate traffic accidents and put forward effective treatment schemes to reduce AV accidents,and ultimately improve road safety.

关键词： Traffic accident Autonomous vehicle knowledge mapping Bibliometric CiteSpace

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Research Status and Trends of Science and Technology Evaluation in China—Visual Analysis Based on knowledge mapping

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Intelligent Information Management 2020年第6期12卷 199-210页

作者： Honggang Yang Haijing Zhang Chengdu Aeronautic Polytechnic Chengdu China

In order to understand the current status and future trends of China’s science and technology evaluation research, we use the visual analysis tool CiteSpace to use the source journals included in the Chinese social science citations from 1998-2019 as the data source, and evaluate the domestic science and technology evaluation papers from the number of publications, the co-occurrence of authors, Institutional co-occurrence and subject clustering are analyzed. The study found that: the total amount of literature in the field of domestic science and technology evaluation is showing an overall upward trend;a relatively obvious author cooperation network has been formed, but the core author group has not yet been formed;institutional cooperation clusters have appeared, but the cooperation between institutions is still relatively scattered;The research topics focus on three aspects: science and technology evaluation index system, evaluation method and evaluation system.

关键词： S&T Evaluation Bibliometrics knowledge mapping CiteSpace

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International Carbon Footprint Research via knowledge mapping:A Literature Review and Research Prospect

International Carbon Footprint Research via Knowledge Mappin...

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作者： Yan DONG Department of Teacher’s Education Maanshan Teacher’s College

Carbon footprint theory is of great significance to the integrated research of ecological environment,which may provide a new ideas of discussing and resolving the carbon *** on the three databases of SCI,SSCI and A＆HCI of Web Of Science,the paper analyzed the foreign research literature on carbon footprint since 2003 via the bibliometric knowledge mapping of the Citespace 5.3 *** its academic progress,hot topics,knowledge base and evolution trends,the paper provides a possible development direction for the future research on carbon *** findings show that the international carbon footprint literature on the rise rapidly contains numerous disciplines of environmental science and ecology,environmental science,and engineering;Journal of Cleaner Production and Environmental Science ＆ Technology are the main publishing journals on the carbon footprint ***’s carbon footprint research has played an important role in international academic circles,but its academic influence remains to be enhanced to a higher *** international carbon footprint research is relatively becoming more and more diversified,and goes deep into the micro-field of carbon emissions,but there is no comprehensive measurement method system of carbon *** construction,calculation methods and standard specifications will become the future research hotspots on carbon *** carbon footprint researchers should strengthen the development and improvement of basic theory and calculation methods,and pay more attention to the interdisciplinary research of its normative guidelines,policy design and standard implementation.

关键词： Carbon footprint knowledge mapping CiteSpace literature review research prospect

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Visualization Analysis for China’s Business Schools Accreditation Studies Based on knowledge mapping

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教育研究前沿（中英文版） 2019年第4期9卷 250-256页

作者： Pengbin Gao Yiduo Song Xue Li School of Economics and Management Harbin Institute of Technology at WeihaiShandong Weihai 264209China

The aim of the paper is to identify and explore leading thematic areas within the research field related to Business Schools Accreditation in *** on data from the China National knowledge Infrastructure(CNKI)database,the keywords frequency was analyzed,and the theory of mapping knowledge domain was used to visualize the keywords co-occurrence network to make further research of the heated *** findings indicate that the research scope involved in business school accreditation research is broad,and research content focus on teaching,management,talent *** to the results of keywords co-occurrence analysis of different stages,AACSB,AACSB Accreditation,international accreditation,business school,AOL,internationalization,accreditation are the most important issues to business school research in China,given their position and role in the research *** paper generates the added value mainly from the point of view of theory development.

关键词： Business School Accreditation China knowledge mapping Visualization Analysis Keyword Co-occurrence

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Visualization Analysis of Research on Student Classroom Engagement by knowledge mapping

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教育研究前沿（中英文版） 2021年第3期11卷 6-14页

作者： Pengbin Gao Yiyuan Zhang Yan Xiang Yiduo Song School of Economics and Management Harbin Institute of Technology at WeihaiShandong Weihai 264209China

The aim of the paper is to identify and explore leading development situation within the research field related to student classroom *** knowledge mapping tools,this paper conducted the visualization analysis on internationalliteraturein relation to student classroom engagementfrom the Web of Science *** combination of the statistical data and visualizationmapping,this paper studied on the research relationship networks and status for the co-authors'countries/institutions,co-citation documents/journalsand co-occurring keywordsbased on the sample *** results indicate that the number ofpublished papershasincreased obviously and expanded graduallysince *** countries and institutions of researches were the UnitedStates,Australia,United Kingdom,Canada and China in order,and these countries had intense *** theoretical basis of the research come from education and teaching,*** hotspots of researches fromthe global literature coveredvarious fields including achievement,motivation,behavior,education,*** a result of the multidisciplinary integration,many relevant internationalresearch constantly expanded the research scopes,which promoted the combination and development of theories.

关键词： Student Classroom Engagement knowledge mapping Visualization Analysis Co-authorship Analysis Co-citation Analysis Keywords Co-occurrence Analysis

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Research Progress and Trends in Organizational Resilience Research: knowledge Graph Analysis Based on CiteSpace

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Open Journal of Applied Sciences 2023年第6期13卷 832-846页

作者： Yiying You Shuli Gao Arts and Sciences College Beijing Union University Beijing China

Organizational resilience is an important core element for today’s companies to turn around in the VUCA1 environment. It can strengthen the ability of companies to adapt and help them to regain their strength in adversity. In this paper, based on CNKI database and WOS (Web of Science) database search to get the Chinese and foreign literature (special reference to English literature) for the whole year 2000-2022, and use bibliometric method to analyze the hot spots and research trends in the field of organizational resilience research, the results found that: 1) there is more foreign-language research literature on tissue toughness than Chinese-language research literature, and the number of articles published in Chinese journals on this topic has entered a rapid growth phase since 2011, and the number of articles published both at home and abroad is generally on the rise, and tissue toughness is increasingly becoming a research hotspot;2) from the cooperation of existing published literature, the cooperation network between research scholars is generally more dispersed, and domestic scholars are mostly independent;3) From the viewpoint of research hotspots, individual resilience, supply chain resilience and risk management are hotspots in foreign organizational resilience research;domestic research mainly focuses on the connotation and measurement dimensions of organizational resilience, individual resilience and dynamic capabilities.

关键词： Organizational Resilience Bibliometrics knowledge mapping

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乡村文化旅游研究的知识图谱分析

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旅游管理 2022年第1期

作者：朱倩倩巫程成

通过CiteSpace 5.6.R2分析WOS数据库中乡村文化旅游主题文献，探究乡村文化旅游研究的知识图谱，包括期刊领域分布、期刊共现网络、研究热点与研究前沿。结果表明：Dual-map图谱显示乡村文化旅游研究更关注心理学、教育学等领域期刊；... 详细信息

通过CiteSpace 5.6.R2分析WOS数据库中乡村文化旅游主题文献，探究乡村文化旅游研究的知识图谱，包括期刊领域分布、期刊共现网络、研究热点与研究前沿。结果表明：Dual-map图谱显示乡村文化旅游研究更关注心理学、教育学等领域期刊；期刊共现网络显示“原真性”主题最明显，ANN TOURISM RES期刊频次最高；通过关键词聚类发现，乡村文化旅游研究开始于旅游满意度，最近研究热点是社交媒体；通过凸显功能发现，“风险”主题为最新研究前沿，研究前沿的作者是TOMAS LOPEZGUZMAN。从而为我国乡村文化旅游理论研究提供借鉴。

关键词：乡村文化乡村旅游知识图谱 CiteSpace 研究热点 rural culture rural tourism knowledge mapping CiteSpace research highlight

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低碳供应链管理研究解构：基于知识图谱与内容分析的诠释

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物流管理 2023年第3期

作者：刘晓红郭兆坤孙睿卿王诗韵

低碳供应链管理研究应运全球低碳经济浪潮而生，相关学者采取不同方法，从不同角度、不同维度、不同层面探讨的学术成果相继问世，在面临一个崭新的知识图谱、学科内容乃至理论体系羽化成碟之际，我们担负着从大量相关文献中解构其走向... 详细信息

低碳供应链管理研究应运全球低碳经济浪潮而生，相关学者采取不同方法，从不同角度、不同维度、不同层面探讨的学术成果相继问世，在面临一个崭新的知识图谱、学科内容乃至理论体系羽化成碟之际，我们担负着从大量相关文献中解构其走向并呈现与世人的学术任务。笔者基于中国知网和Web of Science两个数据库资源（2011-2021），运用CiteSpace和内容分析法两种文献研究工具，从主题、理论及方法三个维度条分缕析520篇论文进行文献研究。结果显示：从“组织—供应链—外部环境”视角来看，低碳供应链管理研究主要可归为四类：链属企业的低碳运作、供应链协作减排、低碳供应链金融服务以及低碳供应链制度安排；某些相关理论应用研究成果虽在蓄势积芳，但从跨学科建设上构想，仍需对其进行系统梳理，以夯实理论基础，架构理论体系；不同研究方法各有所长，但初现倚重数理模型端倪；学术探索边界仍在拓展，理论体系有待构建、完备。本文基于知识图谱与内容分析对低碳供应链管理研究解构的诠释，是对过往低碳供应链管理研究成果阶段性总结的一种尝试，研究结论有助于促进低碳供应链管理研究的深入及其理论体系的建设和完善。

关键词：低碳供应链管理 CiteSpace 知识图谱内容分析法 low-carion supply chain management citespace knowledge mapping content analysis

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A comparative study of information visualization from the perspective of intellectual base: Using WoS and CSSCI

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Chinese Journal of Library and Information Science 2013年第2期6卷 47-64页

作者： Shibo HAO Xuefang ZHU Guang ZHU Gang LI School of Information Management Nanjing University

Purpose: Focusing on a comparative analysis of information visualization in library and information science(LIS) from the perspective of research subject and intellectual base, this paper aims to discover the difference and coherence between Chinese domestic studies on information visualization and those of other areas of the world so as to show their theoretical foundation and development trend in a more objective ***/methodology/approach: By using the social network analysis tool Ucinet, we have first constructed networks of key author collaboration for 651 articles retrieved from the Chinese Social Sciences Citation Index(CSSCI) and 910 from the Web of Science(WoS),which were published on information visualization between 1998 and 2012 in library and information science, then we compared the intellectual base by mapping analysis from perspective of half-life, centrality and burst detection with CiteSpace ***: Up to date, 51 countries and regions have contributed to the research of information visualization, and in total, we found 9 research clusters of author co-occurrence matrices,among which three are in China. Within Chinese co-author networks, most Chinese scholars have come from the same research institutions, that is to say, more international cooperation and exchange are still required for the research of information visualization across different disciplines and *** limitations: This co-author network and co-citation analysis is mainly based on the research field of LIS with a focus of the WoS and CSSCI databases only, further samples are required for more generalized results to increase our understanding on the development trend of information *** implications: This study could lead to a better understanding of the applications of information visualization technologies in discovering the development trend of a research field. Originality/value: To the best of our knowledge, this is the first comparative ana

关键词： Information visualization knowledge mapping CiteSpace II Intellectual base Ucinet

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中国民族地区经济发展指导理论知识图谱

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区域与城市经济 2020年第4期

作者：陶克涛赵颖赵敏

本文以中国知网(CNKI)数据库建国70年来收录的1231篇有关中国民族地区经济发展指导理论的文献作为研究样本，通过CiteSpace软件绘制了关于建国70年来民族地区经济发展指导理论的科学知识图谱，通过关键词共现图谱、关键词聚类图谱和关... 详细信息

本文以中国知网(CNKI)数据库建国70年来收录的1231篇有关中国民族地区经济发展指导理论的文献作为研究样本，通过CiteSpace软件绘制了关于建国70年来民族地区经济发展指导理论的科学知识图谱，通过关键词共现图谱、关键词聚类图谱和关键词时区图谱，展示了70年来指导民族地区经济发展理论的发展趋势、主要内容、演进路径等，演进过程大致分为四个时期，本文又分别介绍了各位领导人在不同时期指导民族地区经济发展的重要论断。通过中国共产党70年的领导与指引，民族地区的经济得到了飞速发展，民族地区GDP增长速度高于全国平均增长速度；民族地区的脱贫成效已创造了扶贫史上最好成绩，人民生活水平得到改善，幸福指数明显提升。

关键词：中国共产党建国70周年民族地区经济发展指导理论 CiteSpace 知识图谱 the Communist Party of China the 70th anniversary of the founding of the People's Republic of China the economic development guidance theory in China' s ethic areas CiteSpace knowledge mapping

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