How to identify metaknowledge trends and features in a certain research field? Evidences from innovation and entrepreneurial ecosystem
作者: Chao ZhangJiancheng Guan
作者单位: 1University of Chinese Academy of Sciences
2South China University of Technology
刊名: Scientometrics, 2017, Vol.113 (2), pp.1177-1197
来源数据库: Springer Journal
DOI: 10.1007/s11192-017-2503-y
关键词: MetaknowledgeCo-citationNetwork meta-analysisInnovation ecosystemEntrepreneurial ecosystem
英文摘要: Identifying the trends and features of metaknowledge will help scholars track knowledge through topics. This paper designs a new methodology to make it in a certain field. The proposed novel design performs well in the interdisciplinary domain where there are plenty noisy data and conflicting findings. This study applies this research design to a typical interdisciplinary domain, i.e. innovation and entrepreneurial ecosystems. To identify the scope of research and rationalize data collection process, this paper makes a definition of innovation and entrepreneurial ecosystems based on previous researches. Next, we design two data filtering procedures, which can handle the noisy data and provide the datasets for sequence analyses. Then, we adopt the co-citation analysis and network...
原始语种摘要: Identifying the trends and features of metaknowledge will help scholars track knowledge through topics. This paper designs a new methodology to make it in a certain field. The proposed novel design performs well in the interdisciplinary domain where there are plenty noisy data and conflicting findings. This study applies this research design to a typical interdisciplinary domain, i.e. innovation and entrepreneurial ecosystems. To identify the scope of research and rationalize data collection process, this paper makes a definition of innovation and entrepreneurial ecosystems based on previous researches. Next, we design two data filtering procedures, which can handle the noisy data and provide the datasets for sequence analyses. Then, we adopt the co-citation analysis and network...
全文获取路径: Springer  (合作)
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来源刊物:
影响因子:2.133 (2012)

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关键词翻译
关键词翻译
  • innovation 革新
  • research 
  • features 特征
  • ecosystem 生态系
  • identify 视为同一
  • field 
  • methodology 方法学
  • integrate 积分
  • certain 确实的
  • design 设计