基于科学知识图谱的知识共享研究进展分析
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摘要
本文通过文献计量分析方法与科学计量工具应用相结合,从定性与定量的双视角去分析知识共享研究的关键领域和重要成果,探讨知识共享领域的研究进展。以高频关键词代表知识共享研究的热门领域,以高被引作者作为该领域的核心研究人物,以高被引文献作为该领域的核心研究成果,以突变关键词作为该领域的前沿研究领域,从而更加科学有效地把握知识共享相关的研究。
第一章绪论部分,阐述本文的选题背景与研究意义,并着重分析了运用知识图谱可视化的方式研究某学科或领域的国内外现状,总结在知识共享进展研究的不足。第二章科学知识图谱相关理论,介绍了科学知识图谱的产生与发展,简述了5种主要的知识图谱绘制方法,详细讲解了知识图谱绘制的步骤和工具的选取。第三章知识共享研究知识图谱的分析,分析了知识共享研究领域的文献概况,如学科领域、学术期刊和作者群体,绘制了知识共享研究国家或地区、研究机构的知识图谱,重点分析了知识共享研究的引文信息,包括高被引期刊、高被引作者和高被引文献的可视化图谱展示。第四章知识共享研究的热点与前沿分析,按照知识共享理论、方法与技术和实践应用三个层面,从关键词统计的视角将知识共享的研究热点与前沿进行了分析。最后,对知识共享研究领域的现状进行了总结,分析了知识图谱当前的主流应用和对知识图谱今后的发展做了展望,并从三个维度展望了知识共享今后的研究走向和发展趋势。
This paper analyzes the key areas and important achievements of knowledge sharing with combination of bibliometric analysis methods and scientometrics tools from the dual perspective of the qualitative and quantitative analysis, explores the progress of research in the field of knowledge sharing. The high-frequency keywords represents hot areas of research in knowledge sharing, highly-cited authors represents the core figures of the field, highly-cited literatures stands for the important research achievements, the mutations or burst terms in the keywords in the field of knowledge sharing indicates the cutting-edge areas of research in this field in order to grasp and master all the research achievements in knowledge sharing in this paper.
The first chapter part of introduction.It describes the background of topic and significance of this paper and analyzes current situations of usage of knowledge map visualization to study a discipline or special field in and abroad, sums up the lack of research progress in knowledge sharing. The second chapter is the theoretic basis and related knowledge about mapping knowledge domains.It introduces the generation and development of mapping knowledge domains, lists five kinds of methods drawing mapping knowledge domains, and gives a detailed explanation of how to draw the knowledge maps of special fields and the selection of drawing tools. The Chapter III is detailed analysis of knowledge map in knowledge sharing. It makes an overview of research literatures in knowledge sharing such as the subjects,academic journals and groups of authors and draws the visualizing knowledge maps of countries or regions and research institutions,and mainly focus on the citation related features of research achievements in knowledge sharing, including the visualization maps of highly-cited journals, highly-cited authors and highly-cited literatures. The fourth chapter is hot-spot and cutting-edge analyses of achievements in knowledge sharing. It analyzes the knowledge-sharing hotspots and cutting-edges in accordance with three levels of the theory, methods&technologies and practical application in knowledge sharing from the perspective of keyword statistics. Finally, this paper makes a summary of the status of the research area of knowledge sharing, analyzes the major applications of mapping knowledge domains and prospects for the future development of mapping knowledge domains, and outlooks the future directions and development trends of knowledge sharing in three dimensions.
第一章绪论部分,阐述本文的选题背景与研究意义,并着重分析了运用知识图谱可视化的方式研究某学科或领域的国内外现状,总结在知识共享进展研究的不足。第二章科学知识图谱相关理论,介绍了科学知识图谱的产生与发展,简述了5种主要的知识图谱绘制方法,详细讲解了知识图谱绘制的步骤和工具的选取。第三章知识共享研究知识图谱的分析,分析了知识共享研究领域的文献概况,如学科领域、学术期刊和作者群体,绘制了知识共享研究国家或地区、研究机构的知识图谱,重点分析了知识共享研究的引文信息,包括高被引期刊、高被引作者和高被引文献的可视化图谱展示。第四章知识共享研究的热点与前沿分析,按照知识共享理论、方法与技术和实践应用三个层面,从关键词统计的视角将知识共享的研究热点与前沿进行了分析。最后,对知识共享研究领域的现状进行了总结,分析了知识图谱当前的主流应用和对知识图谱今后的发展做了展望,并从三个维度展望了知识共享今后的研究走向和发展趋势。
This paper analyzes the key areas and important achievements of knowledge sharing with combination of bibliometric analysis methods and scientometrics tools from the dual perspective of the qualitative and quantitative analysis, explores the progress of research in the field of knowledge sharing. The high-frequency keywords represents hot areas of research in knowledge sharing, highly-cited authors represents the core figures of the field, highly-cited literatures stands for the important research achievements, the mutations or burst terms in the keywords in the field of knowledge sharing indicates the cutting-edge areas of research in this field in order to grasp and master all the research achievements in knowledge sharing in this paper.
The first chapter part of introduction.It describes the background of topic and significance of this paper and analyzes current situations of usage of knowledge map visualization to study a discipline or special field in and abroad, sums up the lack of research progress in knowledge sharing. The second chapter is the theoretic basis and related knowledge about mapping knowledge domains.It introduces the generation and development of mapping knowledge domains, lists five kinds of methods drawing mapping knowledge domains, and gives a detailed explanation of how to draw the knowledge maps of special fields and the selection of drawing tools. The Chapter III is detailed analysis of knowledge map in knowledge sharing. It makes an overview of research literatures in knowledge sharing such as the subjects,academic journals and groups of authors and draws the visualizing knowledge maps of countries or regions and research institutions,and mainly focus on the citation related features of research achievements in knowledge sharing, including the visualization maps of highly-cited journals, highly-cited authors and highly-cited literatures. The fourth chapter is hot-spot and cutting-edge analyses of achievements in knowledge sharing. It analyzes the knowledge-sharing hotspots and cutting-edges in accordance with three levels of the theory, methods&technologies and practical application in knowledge sharing from the perspective of keyword statistics. Finally, this paper makes a summary of the status of the research area of knowledge sharing, analyzes the major applications of mapping knowledge domains and prospects for the future development of mapping knowledge domains, and outlooks the future directions and development trends of knowledge sharing in three dimensions.
引文
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