• 综合
  • 标题
  • 关键词
  • 摘要
  • 学者
  • 期刊-刊名
  • 期刊-ISSN
  • 会议名称
搜索

作者:

He, Xi-jun (He, Xi-jun.) (学者:何喜军) | Meng, Xue (Meng, Xue.) | Dong, Yan-bo (Dong, Yan-bo.) | Wu, Yu-ying (Wu, Yu-ying.)

收录:

SSCI EI Scopus

摘要:

This study proposes an identification model based on subject-action-object (SAO) structure semantic analysis for the potential hotspots of technology demand to address the shortcomings of technology demand mining on the basis of word frequency statistical analysis. The SAO structure is extracted using Python tools to identify the potential hotspots of technology demand, the domain dictionary and professional corpus are introduced, and the clustering of technology demand is realized by applying Word2Vec and HowNet to calculate the semantic similarity among the SAO structures. The layout of the technology demand in the different stages of the technical lifecycle is divided by constructing a technology map. The proposed model is validated as an example of the network technology demand text of the new energy and energy saving fields. Therefore, the hotspots of technology demand are the technology of new energy vehicle motor and its control system, technology of energy efficient and technology of wind power, and the new energy vehicle technology is still in the research and development (R&D) stage. Moreover, solar energy products and production equipment are still in the technical application stage. This study provides an effective method for identifying potential technology demand and based on technology lifecycle to implement the layout and visualization of demand, which will make the decision support for guiding the direction of technology R&D, optimizing the allocation of science and technology resources, and promoting the effective docking of technology supply and demand.

关键词:

SAO structure analysis Semantic similarity Technical lifecycle Technology demand hotspots identification

作者机构:

  • [ 1 ] [He, Xi-jun]Beijing Univ Technol, Res Base Beijing Modern Mfg Dev, Coll Econ & Management, Beijing 100124, Peoples R China
  • [ 2 ] [Meng, Xue]Beijing Univ Technol, Res Base Beijing Modern Mfg Dev, Coll Econ & Management, Beijing 100124, Peoples R China
  • [ 3 ] [Dong, Yan-bo]Beijing Univ Technol, Res Base Beijing Modern Mfg Dev, Coll Econ & Management, Beijing 100124, Peoples R China
  • [ 4 ] [Wu, Yu-ying]Beijing Univ Technol, Res Base Beijing Modern Mfg Dev, Coll Econ & Management, Beijing 100124, Peoples R China

通讯作者信息:

  • [Dong, Yan-bo]Beijing Univ Technol, Res Base Beijing Modern Mfg Dev, Coll Econ & Management, Beijing 100124, Peoples R China

查看成果更多字段

相关关键词:

相关文章:

来源 :

TECHNOLOGY IN SOCIETY

ISSN: 0160-791X

年份: 2019

卷: 58

JCR分区:1

被引次数:

WoS核心集被引频次: 4

SCOPUS被引频次: 8

ESI高被引论文在榜: 0 展开所有

万方被引频次:

中文被引频次:

近30日浏览量: 2

归属院系:

在线人数/总访问数:3761/2936283
地址:北京工业大学图书馆(北京市朝阳区平乐园100号 邮编:100124) 联系我们:010-67392185
版权所有:北京工业大学图书馆 站点建设与维护:北京爱琴海乐之技术有限公司