基于ESI数据库的石墨烯研究态势信息可视化分析
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摘要
[目的/意义]旨在获得石墨烯研究的知识基础、热点领域和研究前沿。[方法/过程]基于SCI-E和ESI高被引论文数据库,利用CiteSpaceⅤ软件,构建了石墨烯研究领域的文献共被引、共词共被引、突词网络、突词时区等一系列知识图谱,并对其进行深入解读。[结果/结论]分析获得11篇可代表石墨烯研究知识基础的关键节点文献;石墨烯研究热点正在由制备方法向性能研究发展,并延伸至应用领域;发现代表其研究前沿的正在兴起及突然涌现的新的制备方法、性能检测技术以及应用领域。
[Purpose/significance] The paper is to obtain the knowledge foundation, hotspots and frontiers of graphene research.[Method/process] The paper uses SCI-E and ESI highly cited papers database, and CiteSpace Ⅴ software to construct a series of knowledge maps based on literatures' co-citation, co-citation of co-words, network of burst terms, time zone of burst terms, and the maps are interpreted in depth and detail. [Result/conclusion] The analysis obtains 11 key node documents which can represent the knowledge foundation of graphene research. The research hotspots are developed from the preparation method to the properties, and extended to the application field. It finds out the rising and bursting new preparation methods, detecting techniques and application fields which can represent the research frontiers.
[Purpose/significance] The paper is to obtain the knowledge foundation, hotspots and frontiers of graphene research.[Method/process] The paper uses SCI-E and ESI highly cited papers database, and CiteSpace Ⅴ software to construct a series of knowledge maps based on literatures' co-citation, co-citation of co-words, network of burst terms, time zone of burst terms, and the maps are interpreted in depth and detail. [Result/conclusion] The analysis obtains 11 key node documents which can represent the knowledge foundation of graphene research. The research hotspots are developed from the preparation method to the properties, and extended to the application field. It finds out the rising and bursting new preparation methods, detecting techniques and application fields which can represent the research frontiers.
引文
[1]中国科学院文献情报中心,美国化学文摘社.全球科技趋势报告:石墨烯研发态势监测分析报告[R].北京:中国科学院文献情报中心,2017
[2]张继国,施国洪,宦娟.我国石墨烯产业的现状及发展思路[J].经济纵横,2014(2):39-42.
[3]人民网.推动全球石墨烯产业实现突破[EB/OL].[2018-05-11]. http://world.people.com.cn/n1/2017/0921/c1002-29548388.html.
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[5]李阳,杜建,刘晓婷,等.国际石墨烯研究文献的可视化分析[C].北京:中国医学科学院,北京协和医学院医学信息研究所,2011:200-205.
[6]李明珍.石墨烯领域发展态势及对策建议[J].科技与经济,2014(1):101-105.
[7]胡光元,唐莉,刘云.中美在石墨烯领域的研究轨迹及政策建议[J].科研管理,2014(4):68-75.
[8]洪凡.基于知识图谱的国内石墨烯研究分析与发展对策[J].情报探索,2014(4):6-11.
[9]樊一阳,许京京.基于CiteSpace文献计量法的石墨烯研究文献可视化图谱分析[J].现代情报,2015(8):81-91,99.
[10]胡雯.基于文献计量的国际石墨烯研发态势分析[J].图书情报导刊,2017(11):60-65.
[11]黄宇霞.国际石墨烯领域研究前沿和热点的可视化分析[J].卷宗,2017(1):138-139.
[12]彭喆,郑佳,傅俊英,等.中国石墨烯研究领域核心作者群成熟度的探究[J].全球科技经济瞭望,2016(5):66-76.
[13] SMALL H. Cocitation in the scientific literature:A new measure of therelationship between two documents[J].Journal of the American Society for Information Science,1973,24:265-269.
[14] GARFIELD E. Citation indexes for science:A new dimension in documentation through association of ideas[J].Science,1955,122(3159):108-111.
[15]朱亮,孟宪学,赵瑞雪,等.国内外共引分析研究现状探析[J].数字图书馆论坛,2015(4):40-45.
[16]梁永霞,杨中楷,刘则渊.引文分析学的学科地位[J].情报理论与实践,2010(5):18-20.
[17]王建芳,冷伏海.共引分析理论与实践进展[J].中国图书馆学报,2006(1):85-88.
[18]赵党志.共引分析:研究学科及其文献结构和特点的一种有效方法[J].情报杂志,1993,12(2):36-42.
[19]田甜.基于CiteSpaceⅢ的信息服务可视化图谱分析[J].农业图书情报学刊,2015(8):52-56.
[20]朱亮,赵瑞雪,寇远涛,等.基于CiteSpaceⅡ的“共引分析”领域知识图谱分析[J].数字图书馆论坛,2012(12):59-64.
[21]唐波,邱锦安,彭永超,等.基于CiteSpace国内脆弱性的知识图谱和研究进展[J].生态经济,2018(5):172-178.
[22]孙健夫,陈兰杰.基于知识图谱的国际信息政策研究热点与前沿分析[J].情报科学,2010(3):389-394.
[23]陈兰杰.基于知识图谱的国际信息资源管理(IRM)研究的可视化分析[J].情报资料工作,2009(5):14-19.
[24]梁秀娟.科学知识图谱研究综述[J].图书馆杂志,2009,28(6):58-62.
[25]廖胜姣,肖仙桃.科学知识图谱应用研究概述[J].情报理论与实践,2009,32(1):122-125.
[26]魏瑞斌.国内知识图谱研究的可视化分析[J].图书情报工作,2011,55(8):126-130.
[27]陈悦,刘则渊.悄然兴起的科学知识图谱[J].科学学研究,2005,23(2):149-154.
[28] CHEN C. CiteSpace II:Detecting and Visualizing Emerging Trends and Transient Patterns in Scientific Literature[J]. Journal of the American Society for Information Science and Technology,2006,57(3):359-377.
[29] CHEN C. The Centrality of Pivotal Points in the Evolution of Scientific Networks[C]. USA:CA,2005.
[30] CHEN C. Searching for intellectual turning points:Progressive Knowledge DomainVisualization[C]. USA:PNAS,2004.
[31] CHEN C. Predictive effects of structural variationon citation counts[J]. Journal of the American Society for Information Scienceand Technology,2012,63(3):431-449.
[32] CHEN C,DUBIN R,KIM M C. Emerging trends and new developments in regenerative medicine:A scientometric update(2000-2014)[J]. Expert Opinion on Biological Therapy,2014,14(9):1295-1317.
[33] CHEN C,IBEKWE-SANJUAN F,HOU J. The structure and dynamics of co-citation clusters:A multiple-perspective co-citation analysis[J]. Journal of the American Society for Information Science and Technology(JASIST),2010,61(7),1386-1409.
[34] CHEN C. Science Mapping:A Systematic Review of the Literature[J]. Journal of Data and Information Science,2017,2(2):1-40.
[35] CHEN C,DUBIN R,KIM M C. Orphan drugs and rare diseases:a scientometric review(2000-2014)[J]. Expert Opinion on Orphan Drugs,2014(6):1-16.
[36] CHEN C. The Fitness of Information:Quantitative Assessments of CriticalEvidence[M]. USA:Wiley,2014.
[37]陈超美. CiteSpace的分析原理。科学知识图谱:前沿与实践[M].北京:高等教育出版社,2016.
[38]李杰. CiteSpace科技文本挖掘及可视化[M].北京:首都经济贸易大学出版社,2016.
[39]陈悦,陈超美. 2014引文空间分析原理与应用CiteSpace实用指南[M].北京:科学出版社,2014.
[40] GEIM A K,NOVOSELOV K S. The rise of graphene[J]. NATURE MATERIALS,2007,6(3):183-191.
[41] NOVOSELOV K S,GEIM A K,MOROZOV S V,et al. Electric Field Effect in Atomically Thin Carbon Films[J].Science,2004,306(5696):666-669.
[42] LI DAN,MUELLER MARC B,GILJE SCOTT. Processable aqueous dispersions of graphene nanosheets[J]. NATURE NANOTECHNOLOGY,2008,3(2):101-105.
[43] STANKOVICH SASHA,DIKIN DMITRIY A,PINER RICHARD D. Synthesis of graphene-based nanosheets via chemical reduction of exfoliated graphite oxide[J]. CARBON,2007,45(7):1558-1565.
[44] SASHA STANKOVICH,DMITRIY A DIKIN,GEOFFREY H B DOMMETT. Graphene-based composite materials[J]. Nature volume,2006(442):282-286.
[45] NOVOSELOV K S,GEIM A K,MOROZOV S V,et al. Two-dimensional gas of massless Dirac fermions in grapheme[J]. Nature,2005,438(7065):197-200.
[46] YUANBO ZHANG,YAN-WEN TAN,HORST L,et al. Stormer Experimental observation of the quantum Hall effect and Berry's phase in grapheme[J]. Nature,2005(438):201-204.
[47] KIM KEUN SOO,ZHAO YUE,JANG HOUK,et al.Large-scale pattern growth of graphene films for stretchable transparent electrodes[J]. NATURE,457(7230):706-710.
[48] GEIM A K. Graphene:Status and Prospects[J].SCIENCE,324(5934):1530-1534.
[49] LI XUESONG,CAI WEIWEI,AN JINHO. LargeArea Synthesis of High-Quality and Uniform Graphene Films on Copper Foils[J]. SCIENCE,324(5932):1312-1314.
[50] LEE CHANGGU,WEI XIAODING,KYSAR JEFFREY W. Measurement of the elastic properties and intrinsic strength of monolayer grapheme[J]. SCIENCE,321(5887):385-388.
[51]黄振旭,邓振琪,裴先茹.石墨烯材料的制备方法及应用研究进展[J].许昌学院学报,2017(2):59-63.
[52]王冬华.石墨烯的制备方法及应用研究进展[J].当代化工,2017(9):1934-1936,1946.
[53]郭凌辉.知识发现(KD)研究热点与前沿的信息可视化分析[J].图书馆理论与实践,2011(8):27-30.
[54]谢彩霞,梁立明,王文辉.我国纳米科技论文关键词共现分析[J].情报杂志,2005,24(3):69-73.
[55]陈超美,陈悦,侯剑华,等. CiteSpaceⅡ:科学文献中新趋势与新动态的识别与可视化[J].情报学报,2009,28(3):401-421.
[56]赵建保. CiteSpace可视化流程与分析范式研究[J].知识经济,2014(16):105-107.
[57]高兆辉,迟建卫,唐茂勇,等.超级电容器用石墨烯基电极材料的研究进展[J].电源技术,2018(3):467-469.
[58]陈克,孙振华,方若翩,等.锂硫电池用石墨烯基材料的研究进展[J].物理化学学报,2018(4):377-390.
[59]王楠,燕绍九,彭思侃,等. 3D打印石墨烯制备技术及其在储能领域的应用研究进展[J].材料工程,2017(12):112-125.
[2]张继国,施国洪,宦娟.我国石墨烯产业的现状及发展思路[J].经济纵横,2014(2):39-42.
[3]人民网.推动全球石墨烯产业实现突破[EB/OL].[2018-05-11]. http://world.people.com.cn/n1/2017/0921/c1002-29548388.html.
[4]王丽,潘云涛.石墨烯的研究前沿及中国发展态势分析[J].新型炭材料,2010(6):401-408.
[5]李阳,杜建,刘晓婷,等.国际石墨烯研究文献的可视化分析[C].北京:中国医学科学院,北京协和医学院医学信息研究所,2011:200-205.
[6]李明珍.石墨烯领域发展态势及对策建议[J].科技与经济,2014(1):101-105.
[7]胡光元,唐莉,刘云.中美在石墨烯领域的研究轨迹及政策建议[J].科研管理,2014(4):68-75.
[8]洪凡.基于知识图谱的国内石墨烯研究分析与发展对策[J].情报探索,2014(4):6-11.
[9]樊一阳,许京京.基于CiteSpace文献计量法的石墨烯研究文献可视化图谱分析[J].现代情报,2015(8):81-91,99.
[10]胡雯.基于文献计量的国际石墨烯研发态势分析[J].图书情报导刊,2017(11):60-65.
[11]黄宇霞.国际石墨烯领域研究前沿和热点的可视化分析[J].卷宗,2017(1):138-139.
[12]彭喆,郑佳,傅俊英,等.中国石墨烯研究领域核心作者群成熟度的探究[J].全球科技经济瞭望,2016(5):66-76.
[13] SMALL H. Cocitation in the scientific literature:A new measure of therelationship between two documents[J].Journal of the American Society for Information Science,1973,24:265-269.
[14] GARFIELD E. Citation indexes for science:A new dimension in documentation through association of ideas[J].Science,1955,122(3159):108-111.
[15]朱亮,孟宪学,赵瑞雪,等.国内外共引分析研究现状探析[J].数字图书馆论坛,2015(4):40-45.
[16]梁永霞,杨中楷,刘则渊.引文分析学的学科地位[J].情报理论与实践,2010(5):18-20.
[17]王建芳,冷伏海.共引分析理论与实践进展[J].中国图书馆学报,2006(1):85-88.
[18]赵党志.共引分析:研究学科及其文献结构和特点的一种有效方法[J].情报杂志,1993,12(2):36-42.
[19]田甜.基于CiteSpaceⅢ的信息服务可视化图谱分析[J].农业图书情报学刊,2015(8):52-56.
[20]朱亮,赵瑞雪,寇远涛,等.基于CiteSpaceⅡ的“共引分析”领域知识图谱分析[J].数字图书馆论坛,2012(12):59-64.
[21]唐波,邱锦安,彭永超,等.基于CiteSpace国内脆弱性的知识图谱和研究进展[J].生态经济,2018(5):172-178.
[22]孙健夫,陈兰杰.基于知识图谱的国际信息政策研究热点与前沿分析[J].情报科学,2010(3):389-394.
[23]陈兰杰.基于知识图谱的国际信息资源管理(IRM)研究的可视化分析[J].情报资料工作,2009(5):14-19.
[24]梁秀娟.科学知识图谱研究综述[J].图书馆杂志,2009,28(6):58-62.
[25]廖胜姣,肖仙桃.科学知识图谱应用研究概述[J].情报理论与实践,2009,32(1):122-125.
[26]魏瑞斌.国内知识图谱研究的可视化分析[J].图书情报工作,2011,55(8):126-130.
[27]陈悦,刘则渊.悄然兴起的科学知识图谱[J].科学学研究,2005,23(2):149-154.
[28] CHEN C. CiteSpace II:Detecting and Visualizing Emerging Trends and Transient Patterns in Scientific Literature[J]. Journal of the American Society for Information Science and Technology,2006,57(3):359-377.
[29] CHEN C. The Centrality of Pivotal Points in the Evolution of Scientific Networks[C]. USA:CA,2005.
[30] CHEN C. Searching for intellectual turning points:Progressive Knowledge DomainVisualization[C]. USA:PNAS,2004.
[31] CHEN C. Predictive effects of structural variationon citation counts[J]. Journal of the American Society for Information Scienceand Technology,2012,63(3):431-449.
[32] CHEN C,DUBIN R,KIM M C. Emerging trends and new developments in regenerative medicine:A scientometric update(2000-2014)[J]. Expert Opinion on Biological Therapy,2014,14(9):1295-1317.
[33] CHEN C,IBEKWE-SANJUAN F,HOU J. The structure and dynamics of co-citation clusters:A multiple-perspective co-citation analysis[J]. Journal of the American Society for Information Science and Technology(JASIST),2010,61(7),1386-1409.
[34] CHEN C. Science Mapping:A Systematic Review of the Literature[J]. Journal of Data and Information Science,2017,2(2):1-40.
[35] CHEN C,DUBIN R,KIM M C. Orphan drugs and rare diseases:a scientometric review(2000-2014)[J]. Expert Opinion on Orphan Drugs,2014(6):1-16.
[36] CHEN C. The Fitness of Information:Quantitative Assessments of CriticalEvidence[M]. USA:Wiley,2014.
[37]陈超美. CiteSpace的分析原理。科学知识图谱:前沿与实践[M].北京:高等教育出版社,2016.
[38]李杰. CiteSpace科技文本挖掘及可视化[M].北京:首都经济贸易大学出版社,2016.
[39]陈悦,陈超美. 2014引文空间分析原理与应用CiteSpace实用指南[M].北京:科学出版社,2014.
[40] GEIM A K,NOVOSELOV K S. The rise of graphene[J]. NATURE MATERIALS,2007,6(3):183-191.
[41] NOVOSELOV K S,GEIM A K,MOROZOV S V,et al. Electric Field Effect in Atomically Thin Carbon Films[J].Science,2004,306(5696):666-669.
[42] LI DAN,MUELLER MARC B,GILJE SCOTT. Processable aqueous dispersions of graphene nanosheets[J]. NATURE NANOTECHNOLOGY,2008,3(2):101-105.
[43] STANKOVICH SASHA,DIKIN DMITRIY A,PINER RICHARD D. Synthesis of graphene-based nanosheets via chemical reduction of exfoliated graphite oxide[J]. CARBON,2007,45(7):1558-1565.
[44] SASHA STANKOVICH,DMITRIY A DIKIN,GEOFFREY H B DOMMETT. Graphene-based composite materials[J]. Nature volume,2006(442):282-286.
[45] NOVOSELOV K S,GEIM A K,MOROZOV S V,et al. Two-dimensional gas of massless Dirac fermions in grapheme[J]. Nature,2005,438(7065):197-200.
[46] YUANBO ZHANG,YAN-WEN TAN,HORST L,et al. Stormer Experimental observation of the quantum Hall effect and Berry's phase in grapheme[J]. Nature,2005(438):201-204.
[47] KIM KEUN SOO,ZHAO YUE,JANG HOUK,et al.Large-scale pattern growth of graphene films for stretchable transparent electrodes[J]. NATURE,457(7230):706-710.
[48] GEIM A K. Graphene:Status and Prospects[J].SCIENCE,324(5934):1530-1534.
[49] LI XUESONG,CAI WEIWEI,AN JINHO. LargeArea Synthesis of High-Quality and Uniform Graphene Films on Copper Foils[J]. SCIENCE,324(5932):1312-1314.
[50] LEE CHANGGU,WEI XIAODING,KYSAR JEFFREY W. Measurement of the elastic properties and intrinsic strength of monolayer grapheme[J]. SCIENCE,321(5887):385-388.
[51]黄振旭,邓振琪,裴先茹.石墨烯材料的制备方法及应用研究进展[J].许昌学院学报,2017(2):59-63.
[52]王冬华.石墨烯的制备方法及应用研究进展[J].当代化工,2017(9):1934-1936,1946.
[53]郭凌辉.知识发现(KD)研究热点与前沿的信息可视化分析[J].图书馆理论与实践,2011(8):27-30.
[54]谢彩霞,梁立明,王文辉.我国纳米科技论文关键词共现分析[J].情报杂志,2005,24(3):69-73.
[55]陈超美,陈悦,侯剑华,等. CiteSpaceⅡ:科学文献中新趋势与新动态的识别与可视化[J].情报学报,2009,28(3):401-421.
[56]赵建保. CiteSpace可视化流程与分析范式研究[J].知识经济,2014(16):105-107.
[57]高兆辉,迟建卫,唐茂勇,等.超级电容器用石墨烯基电极材料的研究进展[J].电源技术,2018(3):467-469.
[58]陈克,孙振华,方若翩,等.锂硫电池用石墨烯基材料的研究进展[J].物理化学学报,2018(4):377-390.
[59]王楠,燕绍九,彭思侃,等. 3D打印石墨烯制备技术及其在储能领域的应用研究进展[J].材料工程,2017(12):112-125.