知识创新的研究状况与科学知识创新面临的大数据挑战
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摘要
知识创新是促进知识经济与社会可持续发展的基础和引擎,是体现国家和机构竞争能力的标志。为了解国内外有关知识创新研究的整体状态、主要观点与发展趋向,本文通过调查国内外文献数据库,对文献整体发展趋势进行分析。在此基础上,阅读高被引的相关文献,总结已有研究在知识创新的内涵、特征、流程、模式、影响因素等方面的主要观点,并从条件因素、主体因素、流程因素层面构建知识创新影响因素的概念模型。最后,从科学知识创新的需求角度,分析大数据背景下知识创新面临的挑战与发展趋势。
Knowledge innovation is the foundation and engine of promoting the sustainable development of knowledge economy and society, and it is a sign of the competitiveness of country and institution. In order to understand the overall state, main views and development trends of knowledge innovation research at home and abroad, in this paper, it analysised the overall development trend of the literature by investigating the domestic and overseas literature data. And then, it constructed a conceptual model of the influencing factors of knowledge innovation from three aspects, condition factors, main factors and process factors. On this basis, the paper reviewed literatures, and summarized the main points of view in the connotation, features, processes and patterns, and influencing factors of knowledge innovation. Finally, based on the perspective of subject knowledge innovation, it analyzed the challenges and trends of knowledge innovation in big data environmental.
Knowledge innovation is the foundation and engine of promoting the sustainable development of knowledge economy and society, and it is a sign of the competitiveness of country and institution. In order to understand the overall state, main views and development trends of knowledge innovation research at home and abroad, in this paper, it analysised the overall development trend of the literature by investigating the domestic and overseas literature data. And then, it constructed a conceptual model of the influencing factors of knowledge innovation from three aspects, condition factors, main factors and process factors. On this basis, the paper reviewed literatures, and summarized the main points of view in the connotation, features, processes and patterns, and influencing factors of knowledge innovation. Finally, based on the perspective of subject knowledge innovation, it analyzed the challenges and trends of knowledge innovation in big data environmental.
引文
[1]NONAKA I.The knowledge-creating company[J].Harvard Business Review,1991,69(6):96-104.
[2]AMIDON D M.The Emerging“Community of Knowledge Practice”-Innovation Strategy for the Knowledge EconomyChapter 4[M].[S.1.]:Innovation Strategy for the Knowledge Economy,1997:45-60.
[3]高新让,付仲民.建设国家创新体系迎接知识经济时代的到来[J].中国科技资源导刊,1998(7):7-8.
[4]DAHLSTR?M E.Developmental direction and societal rationality.The organization of social knowledge creation[J].Acta Sociologica,1976,19(1):3-22.
[5]ERAUT M.Knowledge creation and knowledge use in professional contexts[J].Studies in Higher Education,1985,19(1):117-133.
[6]NONAKA I.A dynamic theory of organizational knowledge creation[J].Organization Science,1994,5(1):14-37.
[7]DRUCKER P F.The rise of the knowledge society[J].Wilson Quarterly,1993,17(2):52-71.
[8]GRANT R M.Toward a knowledge-based theory of the firm[J].Strategic Management Journal,1996,17(S2):109-122.
[9]肖希明.知识创新与知识信息管理[J].图书情报知识,1999(1):7-9.
[10]栗沛沛,钟昊沁.知识创新的涵义和运作过程[J].科学管理研究,2002,20(6):10-12.
[11]员巧云,程刚.国内外知识创新和组织学习研究综述[J].图书情报工作,2009,53(8):89-92.
[12]晏双生.流动站知识创造与知识创新的涵义及其关系论[J].科学学研究,2010,28(8):1148-1152.
[13]吕建辉.知识经济及其经济、信息、知识、资源特征分析[J].图书情报工作,2000,44(10):16-18.
[14]金桔红.论知识创新的动力机制[D].长沙:中南大学,2002.
[15]龙跃.知识创新研究综述与评析[J].情报杂志,2013,32(2):88-92.
[16]NONAKA I,TOYAMA R,KONNO N.SECI,Ba and leadership:a unified model of dynamic knowledge creation[J].Long Range Planning,2000,33(1):5-34.
[17]耿新.知识创造的IDE-SECI模型--对野中郁次郎“自我超越”模型的一个扩展[J].南开管理评论,2003,6(5):11-15.
[18]YUE W,DAI S,MAGNIER-WATANABE R.Diagnosis for organizational knowledge creation:an ontological shift SECI model[J].Journal of Knowledge Management,2010,14(6):791-810.
[19]BOISOT M H.知识资产:在信息经济中赢得竞争优势[M].张群群,陈北,译.上海:上海人民出版社,2005.
[20]高章存,汤书昆.基于认知心理学的企业知识创造机理探析--兼对野中郁次郎SECI模型的一个拓展[J].情报杂志,2008,27(8):87-91.
[21]褚建勋,汤书昆.基于顿悟学习的知识创造模型研究[J].科学学研究,2006,24(S1):225-228.
[22]姜珍珍,赵娜.基于Web 2.0社会性软件的SECI模型探究[J].软件导刊·教育技术,2008,7(5):87-88.
[23]SHANG S S S C,LI E Y,WU Y L,et al.Understanding Web 2.0service models:a knowledge-creating perspective[J].Information and Management,2011,48(4):178-184.
[24]FONG P S W.Knowledge creation in multidisciplinary project teams:an empirical study of the processes and their dynamic interrelationships[J].International Journal of Project Management,2003,21(7):479-486.
[25]BERGMAN J,JANTUNEN A,SAKSA J M.Managing knowledge creation and sharing-scenarios and dynamic capabilities in inter‐industrial knowledge networks[J].Journal of Knowledge Management,2013,8(8):63-76.
[26]胡昌平,胡吉明.基于群体交互学习的知识创新服务组织分析[J].图书馆论坛,2009,29(6):54-57.
[27]胡昌平,严炜炜.E-learning环境下用户交互学习中的协同知识创新[J].图书馆论坛,2011,31(6):45-50.
[28]SMITH K G,COLLINS C J,CLARK K D.Existing knowledge,knowledge creation capability,and the rate of new product introduction in high-technology firms[J].Academy of Management Journal,2005,48(2):346-357.
[29]AKBAR H.Knowledge levels and their transformation:towards the integration of knowledge creation and individual learning[J].Journal of Management Studies,2003,40(8):1997-2021.
[30]蔡宾,芮明杰,郑鑫.组织学习能力对知识创新的影响机理与实证研究[J].上海管理科学,2013,35(6):36-38.
[31]LEE V,OGUNTEBI J.Toward learning and knowledge creation:operationalizing the social learning cycle[J].Journal of General Management,2012,37(4):29.
[32]INKPEN A C.Creating knowledge through collaboration[J].California Management Review,1996,39(1):123-140.
[33]CHOO A S,LINDERMAN K W,SCHROEDER R G.Method and psychological effects on learning behaviors and knowledge creation in quality improvement projects[J].Management Science,2007,53(3):437-450.
[34]KROGH G V.Care in knowledge creation[J].California Management Review,1998,40(3):133-153.
[35]LEE H,CHOI B.Knowledge management enablers,processes,and organizational performance:an integrative view and empirical examination[J].Journal of Management Information Systems,2003,20(1):179-228.
[36]陈晓静,芮明杰.隐性知识创新影响因素的实证研究[J].统计与决策,2007(21):85-90.
[37]ALAVI M.KPMG Peat Marwick US:one giant brain[D].Cambridge:Harvard Business School Pub,1997.
[38]吴杨,苏俊.科研团队知识创新系统的复杂特性及其协同机制作用机理研究[J].科学学与科学技术管理,2012,33(1):156-165.
[39]XIE X.Study on the identification of key factors of core enterprise knowledge innovation ability-perspective of distributed innovation[C]//2016 International Conference On Power Engineering&Energy,Environment(Peee 2016),Shanghai:Jun 25-26,2016.
[40]科学大数据:科学发现与知识创新的新引擎[EB/OL].[2018-01-01].http://www.gov.cn/xinwen/2014-06/08/content_2696620.htm.
[2]AMIDON D M.The Emerging“Community of Knowledge Practice”-Innovation Strategy for the Knowledge EconomyChapter 4[M].[S.1.]:Innovation Strategy for the Knowledge Economy,1997:45-60.
[3]高新让,付仲民.建设国家创新体系迎接知识经济时代的到来[J].中国科技资源导刊,1998(7):7-8.
[4]DAHLSTR?M E.Developmental direction and societal rationality.The organization of social knowledge creation[J].Acta Sociologica,1976,19(1):3-22.
[5]ERAUT M.Knowledge creation and knowledge use in professional contexts[J].Studies in Higher Education,1985,19(1):117-133.
[6]NONAKA I.A dynamic theory of organizational knowledge creation[J].Organization Science,1994,5(1):14-37.
[7]DRUCKER P F.The rise of the knowledge society[J].Wilson Quarterly,1993,17(2):52-71.
[8]GRANT R M.Toward a knowledge-based theory of the firm[J].Strategic Management Journal,1996,17(S2):109-122.
[9]肖希明.知识创新与知识信息管理[J].图书情报知识,1999(1):7-9.
[10]栗沛沛,钟昊沁.知识创新的涵义和运作过程[J].科学管理研究,2002,20(6):10-12.
[11]员巧云,程刚.国内外知识创新和组织学习研究综述[J].图书情报工作,2009,53(8):89-92.
[12]晏双生.流动站知识创造与知识创新的涵义及其关系论[J].科学学研究,2010,28(8):1148-1152.
[13]吕建辉.知识经济及其经济、信息、知识、资源特征分析[J].图书情报工作,2000,44(10):16-18.
[14]金桔红.论知识创新的动力机制[D].长沙:中南大学,2002.
[15]龙跃.知识创新研究综述与评析[J].情报杂志,2013,32(2):88-92.
[16]NONAKA I,TOYAMA R,KONNO N.SECI,Ba and leadership:a unified model of dynamic knowledge creation[J].Long Range Planning,2000,33(1):5-34.
[17]耿新.知识创造的IDE-SECI模型--对野中郁次郎“自我超越”模型的一个扩展[J].南开管理评论,2003,6(5):11-15.
[18]YUE W,DAI S,MAGNIER-WATANABE R.Diagnosis for organizational knowledge creation:an ontological shift SECI model[J].Journal of Knowledge Management,2010,14(6):791-810.
[19]BOISOT M H.知识资产:在信息经济中赢得竞争优势[M].张群群,陈北,译.上海:上海人民出版社,2005.
[20]高章存,汤书昆.基于认知心理学的企业知识创造机理探析--兼对野中郁次郎SECI模型的一个拓展[J].情报杂志,2008,27(8):87-91.
[21]褚建勋,汤书昆.基于顿悟学习的知识创造模型研究[J].科学学研究,2006,24(S1):225-228.
[22]姜珍珍,赵娜.基于Web 2.0社会性软件的SECI模型探究[J].软件导刊·教育技术,2008,7(5):87-88.
[23]SHANG S S S C,LI E Y,WU Y L,et al.Understanding Web 2.0service models:a knowledge-creating perspective[J].Information and Management,2011,48(4):178-184.
[24]FONG P S W.Knowledge creation in multidisciplinary project teams:an empirical study of the processes and their dynamic interrelationships[J].International Journal of Project Management,2003,21(7):479-486.
[25]BERGMAN J,JANTUNEN A,SAKSA J M.Managing knowledge creation and sharing-scenarios and dynamic capabilities in inter‐industrial knowledge networks[J].Journal of Knowledge Management,2013,8(8):63-76.
[26]胡昌平,胡吉明.基于群体交互学习的知识创新服务组织分析[J].图书馆论坛,2009,29(6):54-57.
[27]胡昌平,严炜炜.E-learning环境下用户交互学习中的协同知识创新[J].图书馆论坛,2011,31(6):45-50.
[28]SMITH K G,COLLINS C J,CLARK K D.Existing knowledge,knowledge creation capability,and the rate of new product introduction in high-technology firms[J].Academy of Management Journal,2005,48(2):346-357.
[29]AKBAR H.Knowledge levels and their transformation:towards the integration of knowledge creation and individual learning[J].Journal of Management Studies,2003,40(8):1997-2021.
[30]蔡宾,芮明杰,郑鑫.组织学习能力对知识创新的影响机理与实证研究[J].上海管理科学,2013,35(6):36-38.
[31]LEE V,OGUNTEBI J.Toward learning and knowledge creation:operationalizing the social learning cycle[J].Journal of General Management,2012,37(4):29.
[32]INKPEN A C.Creating knowledge through collaboration[J].California Management Review,1996,39(1):123-140.
[33]CHOO A S,LINDERMAN K W,SCHROEDER R G.Method and psychological effects on learning behaviors and knowledge creation in quality improvement projects[J].Management Science,2007,53(3):437-450.
[34]KROGH G V.Care in knowledge creation[J].California Management Review,1998,40(3):133-153.
[35]LEE H,CHOI B.Knowledge management enablers,processes,and organizational performance:an integrative view and empirical examination[J].Journal of Management Information Systems,2003,20(1):179-228.
[36]陈晓静,芮明杰.隐性知识创新影响因素的实证研究[J].统计与决策,2007(21):85-90.
[37]ALAVI M.KPMG Peat Marwick US:one giant brain[D].Cambridge:Harvard Business School Pub,1997.
[38]吴杨,苏俊.科研团队知识创新系统的复杂特性及其协同机制作用机理研究[J].科学学与科学技术管理,2012,33(1):156-165.
[39]XIE X.Study on the identification of key factors of core enterprise knowledge innovation ability-perspective of distributed innovation[C]//2016 International Conference On Power Engineering&Energy,Environment(Peee 2016),Shanghai:Jun 25-26,2016.
[40]科学大数据:科学发现与知识创新的新引擎[EB/OL].[2018-01-01].http://www.gov.cn/xinwen/2014-06/08/content_2696620.htm.