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Marine Ranching Engineering Collaborative Innovation from the Perspective of Ecological Environment
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作者 WAN Xiaole ZHANG Guixian LI Qianqian 《Journal of Ocean University of China》 SCIE CAS CSCD 2023年第4期1151-1163,共13页
As a resource development model with both economic and ecological functions,the environmental friendliness of marine ranching products meets the environmental needs of consumers.However,the lack of technological innov... As a resource development model with both economic and ecological functions,the environmental friendliness of marine ranching products meets the environmental needs of consumers.However,the lack of technological innovation ability limits the development of marine ranching.Therefore,this research builds a marine ranching collaborative innovation system with multi-agent participation.Evolutionary game theory is used to analyze strategic choices of all parties and the conditions of system equilibrium,and numerical simulation is used to analyze the effect of relevant factors.This paper integrates the benefits from the improvement of environmental friendliness into the payoff matrix,and explains the significance of collaborative innovation to the development of marine ranching from the perspective of ecological environment.The results showed:the participation willingness of marine ranching enterprises is positively related to open innovation subject,while the participation willingness of the other two parties is negatively related to the government;The incentive effect of collaboration is negatively correlated with the government’s will,positively correlated with the other two parties;The incentive effect of government subsidies positively affects the willingness of the three parties to participate.Finally,suggestions are provided for each participant to maintain the strategic choice of marine ranching collaborative innovation system. 展开更多
关键词 marine ranching engineering ecological environment collaborative innovation evolutionary game numerical simulations
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Research on the Impact of Independent R&D and Collaborative Innovation on Economic Performance in China’s pharmaceutical Industry
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作者 Li Wanting Qiao Jiahui +1 位作者 Wang Su Chen Yuwen 《Asian Journal of Social Pharmacy》 2023年第4期315-325,共11页
Objective To study the impact of independent R&D and collaborative innovation on economic performance in the pharmaceutical industry.Methods A panel regression model was established by selecting the panel data of ... Objective To study the impact of independent R&D and collaborative innovation on economic performance in the pharmaceutical industry.Methods A panel regression model was established by selecting the panel data of China’s pharmaceutical industry from 2009 to 2019.Results and Conclusion Independent R&D and collaborative innovation of the pharmaceutical industry in eastern,central and western regions of China had a positive effect on economic performance.Besides,the promotion effect of independent R&D was greater than that of collaborative innovation.The positive driving effect of economic performance is the largest among the three regions,followed by the central and western regions.The collaborative innovation has the greatest positive effect on economic performance in the central region,followed by the eastern and western regions. 展开更多
关键词 independent R&D collaborative innovation economic performance pharmaceutical industry
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Research on the Practical Path of Collaborative Innovation Talent Training in Supply-Side Applied Undergraduate Colleges
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作者 Min Peng Jingming Xie +1 位作者 Maohua Xiong Yunxiang Liu Guangzhou 《Journal of Contemporary Educational Research》 2023年第6期26-30,共5页
The cultivation of supply-side collaborative innovation talents mainly focuses on four elements:labor,capital,technology,and system.The improvement of these four elements is essentially a long-term process,which deter... The cultivation of supply-side collaborative innovation talents mainly focuses on four elements:labor,capital,technology,and system.The improvement of these four elements is essentially a long-term process,which determines the potential growth rate in the medium and long term.In this paper,we analyzed the current situation,put forward two major problems,the low degree of specialization and insufficient participation,and focus on the research on the practical path of collaborative innovation talent training in applied undergraduate colleges from the perspective of the system. 展开更多
关键词 Supply-side collaborative innovation
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“China Shock”or China Dividend?-China GVC Participation’s Effects on Trading Partners’Technological Progress
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作者 Chen Qifei Yang Jijun Ye Di 《China Economist》 2024年第1期44-57,共14页
This paper explores the effects of China’s global value chain(GVC)participation on technological progress in trading-partner countries based on estimated data on value-added trade between China and 52 trading partner... This paper explores the effects of China’s global value chain(GVC)participation on technological progress in trading-partner countries based on estimated data on value-added trade between China and 52 trading partners.We find that,first,although China’s exports lowered the total factor productivity(TFP)of its trading partners(competitive effect),its imports greatly increased trading partners’TFP(effect of scale).This implies that China’s GVC participation is beneficial to its trading partners’technological progress in the form of a considerable technology dividend effect.Second,China’s export dividend effect compensates for the negative effect of Chinese competition on trading partners’technological progress;the innovation effects attributable to China’s imports reinforce the positive effects of scale on technological progress.When innovation is factored in,the China dividend thus becomes further reinforced.Third,China’s merchandise imports have a diminishing positive effect on technological progress in trading partners as geographical distance increases,but trade in services transcends geographical boundaries,and the positive technological progress effect of China’s service imports do not diminish as distance increases.We find that the“China dividend”from China’s GVC participation is a significant contributor to technological progress in partner nations,and China’s imports are conducive to innovation and technological progress in developed countries in the long run. 展开更多
关键词 Global value chains China dividend trade in value-added technology spillover collaborative innovation
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Spatial Pattern and Benefit Allocation in Regional Collaborative Innovation of the Yangtze River Delta, China 被引量:3
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作者 WANG Yue WANG Chengyun +3 位作者 MAO Xiyan Liu Binglin ZHANG Zhenke JIANG Shengnan 《Chinese Geographical Science》 SCIE CSCD 2021年第5期900-914,共15页
As an important step enhancing regional innovation, researches on collaborative innovation have attracted much more attention recently. One significant reason is that cities can get excessive benefits while they take ... As an important step enhancing regional innovation, researches on collaborative innovation have attracted much more attention recently. One significant reason is that cities can get excessive benefits while they take collaborative innovation activities. Based on the theories of innovation geography, this paper takes the collaborative innovation of the Yangtze River Delta(YRD) Urban Agglomeration as a case study and measures the collaborative innovation capacity from innovation actors and innovation cities by adopting the catastrophe progression model. Then on this basis, the study depicts the spatial pattern and the benefit allocation of collaborative innovation by using the coupling collaborative degree model and benefit allocation model of collaborative innovation. The results show that:1) The collaborative innovation capacity of cities in the Yangtze River Delta has strengthened largely, while the capacity still is not high enough. Cities with high collaborative innovation capacity are concentrated in Shanghai, the southern part of Jiangsu, and Hangzhou Bay, yet the cooperation of the universities-industries-research institutes need to improve. 2) The spatial pattern of collaborative innovation of the Yangtze River Delta presents several innovation circles, which are in Suzhou-Wuxi-Changzhou Metropolitan Circle, Nanjing Metropolitan Circle, Hangzhou Metropolitan Circle, Ningbo Metropolitan Circle, and Hefei Metropolitan Circle. Shanghai plays the role of the central city of collaborative innovation, while Suzhou, Nanjing, Hangzhou, Ningbo, and Hefei act as sub-central cities. 3) The benefit each city allocated from collaborative innovation activities has increased. However, the allocations of the benefit show that cities with higher innovation capacity have significant advantages in most cases, which lead to serious disparities in space. 展开更多
关键词 Yangtze River Delta(YRD) collaborative innovation spatial pattern benefits allocation
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A Platform for Collaborative Modeling 被引量:1
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作者 YANG Wen-shan, TAN Wu-zheng (Shanghai Koal Software Co., Ltd, Shanghai 200042, China) 《Computer Aided Drafting,Design and Manufacturing》 2008年第2期39-49,共11页
A collaborative virtual modeling environment based on VRML is presented as a sugarcane harvester modeling framework, and is illustrated with the implemented software that can using I;EAS, Smarteam, and Conceptual Inno... A collaborative virtual modeling environment based on VRML is presented as a sugarcane harvester modeling framework, and is illustrated with the implemented software that can using I;EAS, Smarteam, and Conceptual Innovation Design System (CIDS) as the supporting platform, which is powerful enough to meet the demands of different real life applications. It is possible to perform collaborative interactive modifications with concurrent synchronous visualization at each client computer with any required level of detail. The platform provides a product modeling and assembling environment, and the product data among I;EAS, Smarteam and CIDS can be exchanged. 展开更多
关键词 collaborative modeling conceptual innovation design CAD geometric design SMARTEAM system integration
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Knowledge-Based Platform for Collaborative Innovation Development of Products
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作者 李莉敏 唐文献 +1 位作者 方明伦 杨延麒 《Journal of Shanghai University(English Edition)》 CAS 2005年第1期68-73,共6页
The platform of distributed design and resource sharing is important for medium-sized and small companies in developing products to improve competitiveness. As a background of creative product design, a knowledge mode... The platform of distributed design and resource sharing is important for medium-sized and small companies in developing products to improve competitiveness. As a background of creative product design, a knowledge model based on product collaborative innovation development of products (CIDP) is proposed. Characteristics of CIDP are analyzed, and the framework and key technologies of the CIDP-platform based knowledge studied. Through integration of existing system and interface designs, a development platform has been built to support the PCID within knowledge-based engineering (KBE). An example is presented, indicating that the prototype system is maneuverable and practical. 展开更多
关键词 knowledge-based engineering (KBE) product collaborative innovation development of products (CIDP) distributed design resource sharing.
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Research on Talent Training System of Marine Cultural Industry Based on Collaborative Innovation of Governments,Enterprises,Colleges,Scientific Institutions and Users
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作者 Qu Qunzhen Zhang Yajuan 《Meteorological and Environmental Research》 CAS 2018年第4期44-47,51,共5页
This paper focuses on the coupling between talent training system of marine cultural industry and collaborative innovation of govern-ments, enterprises, colleges, scientific institutions and users. Firstly, the signi... This paper focuses on the coupling between talent training system of marine cultural industry and collaborative innovation of govern-ments, enterprises, colleges, scientific institutions and users. Firstly, the significance of talent training in marine cultural industry for the construction of China as a maritime power was analyzed. Secondly, the current situation of talent training in China's marine cultural industry and the existing problems were analyzed. Finally, how to integrate the collaborative innovation of governments, enterprises, colleges, scientific institutions and us-ers into the talent training system of marine cultural industry was explored to help talent training to break through the bottleneck and promote the vig-orous development of marine cultural industry. 展开更多
关键词 GOVERNMENTS ENTERPRISES COLLEGES scientific institutions and users collaborative innovation Marine cultural industry Talent train-ing Talent training system
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Application of Collaborative Innovation of Governments,Enterprises,Colleges,Scientific Institutions and Users in the Talent Training of Marine Cultural Industry: A Case Study of Maritime Universities
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作者 Yang Wei Qu Qunzhen 《Meteorological and Environmental Research》 CAS 2018年第4期36-40,共5页
Based on the literature review of collaborative innovation of governments, enterprises, colleges, scientific institutions and users, the ap-plication situation of collaborative innovation of governments, enterprises, ... Based on the literature review of collaborative innovation of governments, enterprises, colleges, scientific institutions and users, the ap-plication situation of collaborative innovation of governments, enterprises, colleges, scientific institutions and users in the talent training of marine cultural industry in maritime universities was analyzed, and the problems existing in the talent training of marine cultural industry were explored. Finally, corresponding countermeasures and suggestions were put forward. 展开更多
关键词 GOVERNMENTS ENTERPRISES COLLEGES scientific institutions and users collaborative innovation Marine cultural industry Talent training
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Discussion on Cultivation of Collaborative Innovation Ability of Postgraduates Under Background of New Engineering
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作者 Xiaoping Xu Feng Wang 《教育研究前沿(中英文版)》 2020年第4期294-298,共5页
In view of the increasing number of postgraduates,the quality of postgraduates also presents the situation of multi-level differentiation.In this paper,combined with the requirements of new engineering construction fo... In view of the increasing number of postgraduates,the quality of postgraduates also presents the situation of multi-level differentiation.In this paper,combined with the requirements of new engineering construction for personnel training,the collaborative innovation training mode of postgraduates under the background of new engineering is explored.Those include:breaking through the single training of teacherpupil inheritance and establishing a team cooperative training mechanism;Breaking through the limit of a single discipline and realizing the cooperative training mechanism of engineering postgraduates across disciplines and schools;Breaking through the closed training in colleges and universities,realizing the cooperative training in the industry,and building a cooperative training mechanism for postgraduates that involves production,study and research;and building an international science and technology cooperation platform and cultivating the cooperative innovation ability of postgraduates. 展开更多
关键词 New Engineering collaborative Innovation Ability Training Mechanism
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Partner selection of collaborative innovation of strategic emerging industry - based on ANP-GRA
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作者 Jing Wang 《International English Education Research》 2015年第3期46-49,共4页
The rise and development of strategic emerging industries need a new innovative mode--collaborative innovation, collaborative innovation as a complex multi-object relationship, it is essential to select an appropriate... The rise and development of strategic emerging industries need a new innovative mode--collaborative innovation, collaborative innovation as a complex multi-object relationship, it is essential to select an appropriate partner. Partner selection is the key to the success of strategic emerging industry collaborative innovation. This paper takes collaborative innovation partner selection as research focus, establishing evaluation system of collaborative innovation partner selection, using analytic network process (ANP) to determine the weight of evaluation index, then, obtaining grey correlation rank of collaborative innovation partner by Grey relational analysis (GILA), providing the basis for strategic emerging industry to select collaborative innovation partner. 展开更多
关键词 collaborative innovation Analytic network process (ANP) Grey relational analysis (GRA)
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A new service model of document and information sharing among consortium members: The collaborative innovation practice of the NSLC and PASs
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作者 Ping JIA Yue YOU +4 位作者 Zhuang LI Wenjiao GUO Huifang XU Wanyu ZHAO Lu DONG 《Chinese Journal of Library and Information Science》 2015年第4期2-17,共16页
Purpose: This paper documents an exploration of an innovative approach to the sharing of documents and information among the members of the National Alliance of Academies of Sciences (NAAS) in China, based on the p... Purpose: This paper documents an exploration of an innovative approach to the sharing of documents and information among the members of the National Alliance of Academies of Sciences (NAAS) in China, based on the practice initiated by the National Science Library of the Chinese Academy of Sciences (NSLC).Design/methodology/approach: Through interviews and user surveys, we analyzed the general information demands of users from provincial academies of sciences (PASs) and problems of their document and information service teams. Based on our findings, we designed targeted services to help Alliance members support their document resources, information services for science and technology (S&T) decisions, and their knowledge transfer achievements. Furthermore, we offered training courses for provincial service teams, researchers, and administrators, to improve their information skills. These activities represent a new collaborative model for professional library consortia.Findings: To date, our service has been extended to all Alliance members, covering 19 provinces in China, and the NSLC service covers all aspects of knowledge services of Alliance members, from basic document delivery services to subject information analyses.Research limitations: Different PASs have different understandings of the role of the document and information services in the process of scientific research. These differences limit information service sharing of the NSLC with the PASs, and affect the service performance. For the sake of convenience, the original survey was conducted in only three provinces, which may not fully reflect the information needs of users in each Alliance institution. In addition, quantitative and qualitative analyses have been limited by the coverage of the sample.Practical implications: Document and information sharing has not only taken advantage of the NSLC knowledge service system and cooperation model, it has also enhanced the range of services of the NAAS in China.Originality/value: Based on knowledge service enhancements, the NAAS in China has formed a new kind of library consortium, which has broken the traditional library alliance model that was based mainly on the sharing of resources and services. 展开更多
关键词 Library consortium collaborative innovation Document and informationservice sharing Knowledge service National Science Library (NSL) Chinese Academy ofSciences (CAS) National Alliance of Academies of Sciences (NAAS)
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The Pathways and Mechanisms for Collaborative Innovation in Vocational Education,Higher Education,and Continuing Education
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作者 Yijun Liu 《Journal of Contemporary Educational Research》 2024年第9期219-236,共18页
Against the backdrop of rapid global economic development,the demand for education has gradually shifted from quantitative growth to qualitative improvement.Vocational education,higher education,and continuing educati... Against the backdrop of rapid global economic development,the demand for education has gradually shifted from quantitative growth to qualitative improvement.Vocational education,higher education,and continuing education are crucial components of China’s education system,each serving different educational functions.However,the collaborative innovation among these three types of education is still in the preliminary exploration stage,with issues such as scattered resources and imperfect coordination mechanisms.This paper systematically reviews relevant domestic and international research and practical experiences,thoroughly analyzes the pathways,models,and mechanisms of collaborative innovation among these three types of education,and proposes practical and operational suggestions based on the actual situation in Xuzhou City.The study finds that collaboration between vocational education,higher education,and continuing education through innovation not only enhances the overall efficiency of educational resources but also promotes regional economic development and social progress.On this basis,this paper proposes specific measures such as building an education resource-sharing platform,promoting a chain-based talent training system,strengthening policy and institutional guarantees,and improving incentive mechanisms,aiming to provide a reference for local education administrators and contribute to the innovative development of education in China. 展开更多
关键词 Vocational education Higher education Continuing education collaborative innovation Pathways Mechanisms Xuzhou City
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How technological proximity affect collaborative innovation?An empirical study of China’s Beijing-Tianjin-Hebei region 被引量:12
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作者 Hongjun Chen Fuji Xie 《Journal of Management Analytics》 EI 2018年第4期287-308,共22页
Based on joint-innovation patent data from 2000 to 2016 in the Beijing-Tianjin-Hebei region of China,the purpose of this paper is to analyze how technological proximity affects university-industry collaborative innova... Based on joint-innovation patent data from 2000 to 2016 in the Beijing-Tianjin-Hebei region of China,the purpose of this paper is to analyze how technological proximity affects university-industry collaborative innovation in the Beijing-Tianjin-Hebei region.We adopt a 1:1 matching design to conduct an empirical study.The results show that the effect of technological proximity on the formation of collaborative innovation displays an inverted U-shape,and geographical proximity and institutional proximity play a positive role of forming a tie.Geographical proximity and institutional proximity as a coordination mechanism,have negatively influenced the relationship between technological proximity and the formation of university-industry collaborative innovation.Furthermore,university strength improves the possibility of collaborative innovation.These findings contributed to the understanding of the relationship between technological proximity and collaborative innovation. 展开更多
关键词 BEIJING-TIANJIN-HEBEI collaborative innovation technological proximity geographical proximity institutional proximity
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Third-party relational governance and collaborative innovation performance:The role of IPR protection 被引量:5
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作者 Ou Bai Jiang Wei +1 位作者 Xiaohua Yang Roger (Rongxin) Chen 《International Journal of Innovation Studies》 2020年第1期1-15,共15页
The purpose of this study is to explore the impact of third-party relational governance on the performance of collaborative innovation in China. By integrating the relational view and innovation appropriation perspect... The purpose of this study is to explore the impact of third-party relational governance on the performance of collaborative innovation in China. By integrating the relational view and innovation appropriation perspectives, this study analyses the effects of three mechanisms of third-party relational governancedco-reputation, interorganizational routines, and technological normsdon collaborative innovation performance. Additionally,this study investigates the moderating effects of the protection of intellectual Property Rights(IPR) on the relationship between third-party relational governance and collaborative innovation performance. Survey data of high-technology firms in China are used to empirically test the hypotheses. The results show that third-party relational governance has a positive effect on collaborative innovation performance and that IPR protection has different moderating effects. This study contributes to the relational governance literature by adding the perspective of third parties and analyzing three mechanisms of third-party relational governance in a single model. This study also contributes to the innovation appropriation literature by examining the role of IPR protection in governing collaborative innovation in China. Finally, this study offers suggestions on how Chinese firms should govern their collaborative innovation to remedy the limitations of a weak IPR legal institutional framework. 展开更多
关键词 Third-party relational governance collaborative innovation IPR protection Chinese high-technology industry
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Modeling Analysis of Complex Products Resource Integration Behavior Under Distributed Collaborative Technology Innovation Mode
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作者 Hongzhuan CHEN Yue WANG +1 位作者 Lulu SONG Qiaoke ZHANG 《Journal of Systems Science and Information》 CSCD 2018年第3期214-236,共23页
According to new features of distributed technology innovation collaboration of complex products of China’s aviation,in the multi-agent collaborative R&D process,between main manufacturer and suppliers,this paper... According to new features of distributed technology innovation collaboration of complex products of China’s aviation,in the multi-agent collaborative R&D process,between main manufacturer and suppliers,this paper summarizes the organizational structure and characteristics of collaborative mode of distributed technology innovation of complex products,basing on the technological innovation and resource integration of complex products,and treating resource contribution rate as a key parameter. It establishes multi-agent resource integration collaborative symbiosis model under distributed collaborative technology innovation mode based on symbiosis theory. And finds that some factors such as the basic attributes of the enterprise,the mutual influence of resources among enterprises and the behavior decision of the main manufacturer have some effects on the resource integration using stability analysis and simulation analysis,which provides a theoretical basis for the main manufacturer to optimize the behavior of suppliers’ resource integration. 展开更多
关键词 distributed technology innovation collaboration resource integration behavior main manufacturer-supplier complex products
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Market Dissimilarity, Technology Complementarity and Collaborative Innovation Performance: The Moderating Effects of IT Adoption
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作者 Jianghua Zhou Zixu Liu Jizhen Li 《Innovation and Development Policy》 2022年第2期150-167,共18页
As the strategic alliance between firms is becoming increasingly popular, and collaborative innovation is becoming an important management issue, the lack of a holistic framework of different collaborative partners’ ... As the strategic alliance between firms is becoming increasingly popular, and collaborative innovation is becoming an important management issue, the lack of a holistic framework of different collaborative partners’ characteristics and their different effects on firms’ innovation is becoming a critical research gap. Another intension of our study is to explore the moderating factors that affect the market dissimilarity/technology complementarity—innovation performance relationships. Using the data of collaboration between innovative firms, we tested our hypotheses using partial least squares(PLS). The results show that both market dissimilarity and technology complementarity between collaborative partners relate positively to focal firms’ innovation performance, in terms of both novelty and efficiency,while technology complementarity is more effective. Our results also indicate that IT adoption negatively moderates the relationship between market dissimilarity and collaborative innovation novelty/efficiency,and the relationship between technology complementarity and innovation efficiency, while in terms of the relationship between technology complementarity and innovation novelty, the moderating effect becomes significantly positive. This study extends previous research on collaborative innovation. 展开更多
关键词 market dissimilarity technology complementarity IT adoption collaborative innovation
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Call for Papers Special Issue on Collaborative Innovation in Complex System over Big Data
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《Big Data Mining and Analytics》 2020年第2期153-153,共1页
Big Data Mining and Analytics is an international academic journal sponsored by Tsinghua University and published quarterly.It features on technologies to enable and accelerate big data discovery.All of papers publish... Big Data Mining and Analytics is an international academic journal sponsored by Tsinghua University and published quarterly.It features on technologies to enable and accelerate big data discovery.All of papers published are on the IEEE Xplore Digital Library with the open access mode.A complex system is a nonlinear system consisting of a set of intelligent agents that can not only process their local data separately but also collaborate with each other globally.Generally,through analyzing the decision-making data collected by distributed agents. 展开更多
关键词 Papers Special Issue collaborative Innovation Big Data
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Study on the Layout of China's National Strength in Strategic Science and Technology Based on the Shift-Share Analysis of Manufacturing Sector
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作者 WU Fuxiang WANG Zeyun 《Frontiers of Business Research in China》 2023年第3期327-353,共27页
The national strength in strategic science and technology is one of the key terms elaborated in the Report to the 20th National Congress of the Communist Party of China(CPC),highlighting its strategic significance for... The national strength in strategic science and technology is one of the key terms elaborated in the Report to the 20th National Congress of the Communist Party of China(CPC),highlighting its strategic significance for the manufacturing sector in enhancing China'sinternational competitiveness and overall innovation performance.Based on the shift-share analysis,significant regional disparities are noted in the distribution of national strength in strategic science and technology in the manufacturing sector in China.The northeast China region and the Yellow River middle reaches comprehensive economic region exhibit the highest industry mix effect in talent structure and in R&D structure.Furthermore,the computer and office equipment manufacturing industry shows a large spatial shift,indicating that the industry mix and spatial distribution of high-tech industries in China need urgent optimization.A comparison of international experiences in the building of national strength in strategic science and technology reveals that China faces problems such as imbalance of investment contributors,insufficient innovation synergy,and weak R&D domains.Therefore,it is necessary to apply a systemic approach to planning comprehensively for advancing the national strength in strategic science and technology.To this end,the immediate task is to mobilize national strategic scientific and technological capabilities to create a collaborative innovation complex. 展开更多
关键词 The Report to the 2Oth National Congress of the Communist Party of China national strengthhinstrategic science andtechnology shift-share analysis collaborative innovation complex
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Research on Influencing Factors of Innovation Network Performance of Industrial Enterprises above Designated Size in Nanjing Based on System Dynamics 被引量:1
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作者 Yibin Lu Yexiang Fang 《Complex System Modeling and Simulation》 2021年第1期65-76,共12页
Based on the method of system dynamics,this paper simulates the cycle of collaborative innovation network,involving enterprises,government,research institutions,and science and technology intermediaries from the persp... Based on the method of system dynamics,this paper simulates the cycle of collaborative innovation network,involving enterprises,government,research institutions,and science and technology intermediaries from the perspective of capital flow.The results of model analysis show that among the influencing factors,the number of innovation achievements is the most complex variable,and the influence of patent elimination rate is the most significant.The number of Research and Development(R&D)projects is most sensitive to the positive impact of the number of technology intermediaries,and with the passage of time,this kind of effect gradually increases.At the same time,the total industrial assets are positively affected by the intensity of enterprise innovation investment,but there is about three years delay in this effect. 展开更多
关键词 innovation network collaborative innovation innovation performance system dynamics
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