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Performance improvement method of new R&D institutions considering Bayesian network
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作者 ZHU Jianjun JIANG Lin 《Journal of Systems Engineering and Electronics》 2026年第1期257-271,共15页
A performance improvement model of research and development(R&D)institutions based on evolutionary game and Bayesian network is proposed.First,the nature and performance factors of new R&D institutions are sys... A performance improvement model of research and development(R&D)institutions based on evolutionary game and Bayesian network is proposed.First,the nature and performance factors of new R&D institutions are systematically analyzed,the appropriate factor model is found,and the sharing of performance benefits between institutions and employees,the change in distribution proportion,and the risk of institutional improvement and employee cooperation are considered.Second,based on the mechanism improvement and employee cooperation,the payment matrix is given and evolutionary game analysis is carried out to obtain a stable and balanced institutional improvement probability and employee cooperation probability.These two probability values are substituted into the Bayesian network model of performance improvement of new R&D institutions,and the posterior probability of performance improvement is predicted by Bayesian network reasoning and diagnosis to find effective improvement measures.Finally,practical case analysis is given to verify the effectiveness and practicability of the proposed method. 展开更多
关键词 new research and development(r&d)institution performance improvement evolutionary game Bayesian network conditional probability
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Comparing the Effect of CHL Background on Chinese Receptive Vocabulary Breadth Between Indonesian and Thai CS/FL Learners:A Mixed-Methods Study
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作者 Haiwei Zhang Peng Sun +1 位作者 Winda Widiawati Yaowaluk Bianglae 《Chinese Journal of Applied Linguistics》 2025年第2期241-265,321,共26页
The advantage of Chinese-as-a-heritage-language(CHL)learners in acquiring Chinese has been widely recognized.However,it is still unclear whether the effect of CHL background on Chinese receptive vocabulary breadth var... The advantage of Chinese-as-a-heritage-language(CHL)learners in acquiring Chinese has been widely recognized.However,it is still unclear whether the effect of CHL background on Chinese receptive vocabulary breadth varies across different countries.To address this gap,the present study recruited 232 Chinese language learners(half were CHL learners)from Indonesia and Thailand and administered a Chinese vocabulary proficiency test.The results of regression analysis revealed an interaction effect between country and CHL background on vocabulary breadth,with the contribution of CHL background to vocabulary breadth more robust in the Indonesian group than that in the Thai group.Interviews were then conducted to explore the factors that might influence such an interaction effect.Analysis of the interview data found that the influencing factors could be categorized into four themes,including individual differences,family background,Chinese language education and socio-cultural factors.The overall results were discussed within the framework of ecological system theory,and pedagogical implications for CHL learners were proposed. 展开更多
关键词 Chinese as a heritage language Chinese as a second/foreign language vocabulary breadth vocabulary size Thailand Indonesia
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供应链金融对中小企业R&D投资效率的影响:基于融资约束视角 被引量:7
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作者 胡海青 原敏倩 薛萌 《科技进步与对策》 北大核心 2025年第1期102-112,共11页
创新是中小企业保持竞争力、适应市场变化和实现可持续发展的关键。基于2016-2022年创业板中小企业相关数据,运用三阶段DEA分析、面板Tobit模型回归、二元Logistic回归等方法,探究供应链金融对中小企业R&D投资效率的影响。结果表明... 创新是中小企业保持竞争力、适应市场变化和实现可持续发展的关键。基于2016-2022年创业板中小企业相关数据,运用三阶段DEA分析、面板Tobit模型回归、二元Logistic回归等方法,探究供应链金融对中小企业R&D投资效率的影响。结果表明,供应链金融能够显著提高中小企业R&D投资效率,融资约束在二者间发挥遮掩效应。进一步分析发现,上述效应对供应链集中度较高的企业更为显著。结论可为发挥供应链金融筹资优势,促进供应链生态系统资源互补、信息共享的协同创新网络形成,进而支持中小企业创新活动提供理论支持。 展开更多
关键词 供应链金融 r&d投资效率 三阶段dEA 面板Tobit模型 遮掩效应
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经济政策不确定性、风险感知与企业R&D投资阶段选择
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作者 成力为 吴薇 《管理工程学报》 北大核心 2025年第6期1-15,共15页
在经济衰退背景下,企业研发(R&D)投资阶段前移,加大基础研究与应用研究投入是高质量发展的必然选择。本文将外部风险感知到企业内部风险感知的传导过程纳入经济政策不确定性下的企业研发投资决策模型,从资源供给效应和机会成本效应... 在经济衰退背景下,企业研发(R&D)投资阶段前移,加大基础研究与应用研究投入是高质量发展的必然选择。本文将外部风险感知到企业内部风险感知的传导过程纳入经济政策不确定性下的企业研发投资决策模型,从资源供给效应和机会成本效应揭示影响企业研究阶段与开发阶段投资选择的机制。接着,利用2011—2020年中国上市制造业企业数据进行实证检验发现:(1)在机会成本效应主导下,经济政策不确定性对企业研究阶段投资存在显著激励作用;当资源供给效应占主导时,经济政策不确定性对开发阶段投资具有显著的抑制作用;(2)机制分析发现,经济政策不确定性上升会增强银行短期信贷偏好,进而抑制企业研究阶段投资。这进一步强化了企业内部风险感知,企业会通过“短债长用”等措施放大机会成本效应,从而有效缓解了短期信贷对研究阶段投资的负面影响。这种影响在高成熟度、低融资约束和低短期借款依赖度的企业中更为明显。此外,在资源供给效应主导下,经济政策不确定性可以通过降低股票流动性来抑制企业开发阶段投资。本文强调经济政策不确定性首先被金融机构和资本市场感知,接着通过外部融资约束传导至企业内部,进而强化企业的风险感知,使企业能够利用规避风险工具调节不同阶段的研发投资。 展开更多
关键词 经济政策不确定性 r&d投资阶段 风险感知 机会成本效应 资源供给效应
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基于因子分析的政府R&D投入绩效评价
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作者 赵志泉 林艳艳 李志敏 《科技和产业》 2025年第12期308-314,共7页
创新驱动为经济社会发展提供新动能,是引领未来经济转型的核心途径。政府R&D投入反映国家意志,有必要对其产出效率进行评价。利用2018—2022年31个省份(因数据缺失,未包含港澳台地区)的面板数据,从投入产出两个方面选取13个具体指... 创新驱动为经济社会发展提供新动能,是引领未来经济转型的核心途径。政府R&D投入反映国家意志,有必要对其产出效率进行评价。利用2018—2022年31个省份(因数据缺失,未包含港澳台地区)的面板数据,从投入产出两个方面选取13个具体指标构建政府R&D投入绩效评价指标体系,采用因子分析法对政府R&D投入绩效进行研究;结合模型的构建以及结果分析,提出通过推进R&D经费投入方式多元化、优化政府R&D经费投入执行结构、提高R&D人员投入来提高政府R&D投入绩效。 展开更多
关键词 政府r&d投入 因子分析 绩效评价
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云南省研发(R&D)人员发展现状分析 被引量:2
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作者 王金凤 李艳芬 +1 位作者 甘敏 杨映明 《云南科技管理》 2025年第3期22-26,共5页
创新发展关键在人才,而研发(R&D)人员是推动科技创新、实现技术革新与突破、促进经济增长和社会进步的核心力量。文章对云南省2019-2023年研发人员规模、结构、投入强度与全国平均水平进行比较分析,通过数据包络(DEA)分析模型测算... 创新发展关键在人才,而研发(R&D)人员是推动科技创新、实现技术革新与突破、促进经济增长和社会进步的核心力量。文章对云南省2019-2023年研发人员规模、结构、投入强度与全国平均水平进行比较分析,通过数据包络(DEA)分析模型测算云南省16个州市研发人员的投入产出效率,从政策、教育、企业、环境等维度提出推进云南省研发人员队伍建设的措施建议,为我省科技创新和经济社会发展提供有力的人才支撑。 展开更多
关键词 云南省 r&d人员 比较分析 投入产出效率
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绿色金融、R&D投入与碳排放的内在关联性研究——基于省际面板数据的实证检验 被引量:2
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作者 刘伟 纪明 +1 位作者 韩进 王竞一 《工业技术经济》 北大核心 2025年第3期45-55,共11页
“碳达峰”和“碳中和”目标下,如何推动中国碳减排与经济绿色低碳转型,已经成为中国高质量发展的重要议题。本文基于2010~2022年我国30个省(区、市)的面板数据,探析了绿色金融和科技研发对碳排放的影响,实证证明了绿色金融与R&D投... “碳达峰”和“碳中和”目标下,如何推动中国碳减排与经济绿色低碳转型,已经成为中国高质量发展的重要议题。本文基于2010~2022年我国30个省(区、市)的面板数据,探析了绿色金融和科技研发对碳排放的影响,实证证明了绿色金融与R&D投入均对碳排放起到显著的抑制作用,而且R&D投入在绿色金融与碳排放之间的起到显著的负向调节作用,它既是绿色金融政策落地的关键驱动力,也是减少碳排放的重要技术手段。因此,我国应当加强绿色金融政策支持、发挥R&D投入和技术创新在实现碳减排中的关键驱动作用,同时推动绿色金融与科技研发协同发展。 展开更多
关键词 绿色金融 科技创新 r&d投入 碳排放 熵权法 单位根检验 区域异质性 科技研发
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数智化转型能提升OFDI深度和广度吗?——基于价值驱动视角的实证研究 被引量:1
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作者 邓豪瀛 衣长军 张吉鹏 《外国经济与管理》 北大核心 2026年第1期132-152,共21页
面对复杂多变的国际环境,数智化转型为外向型企业提供了新增长极,通过驱动“价值跃迁”优化企业海外投资结构。以2010—2024年存在过对外直接投资(OFDI)的沪深A股上市公司为样本,在价值驱动视角下探究数智化转型对企业OFDI深度与广度的... 面对复杂多变的国际环境,数智化转型为外向型企业提供了新增长极,通过驱动“价值跃迁”优化企业海外投资结构。以2010—2024年存在过对外直接投资(OFDI)的沪深A股上市公司为样本,在价值驱动视角下探究数智化转型对企业OFDI深度与广度的影响与作用机制。研究结果表明:数智化转型作为重塑企业内部价值链的重要组织升级过程,能显著提升OFDI深度与广度;机制检验表明,数智化转型能促进企业“微笑曲线”两端进一步抬升,即通过提升企业技术价值与品牌价值来提高OFDI深度与广度。当企业将战略重心聚焦于价值创造活动,及管理层具备长期导向时,数智化转型对OFDI二元边际的促进作用将显著增强。异质性分析表明,数智化转型对OFDI二元边际的促进作用在非国有、高对外开放区域及高市场势力的企业中受益更明显。非高新技术企业数智化转型下有助于OFDI深度提高,高新技术企业在数智化转型下则更易提升OFDI广度。本研究结论为优化中国企业全球布局及实现高质量“走上去”战略提供了理论依据与实践启示。 展开更多
关键词 数智化转型 OFdI深度和广度 二元边际 微笑曲线 价值驱动
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城市群R&D人才集聚对企业创新的影响
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作者 靳海攀 胡振华 +1 位作者 魏敏 朱名勋 《系统工程》 北大核心 2025年第3期140-152,共13页
人才集聚对区域创新的积极作用已得到广泛证实,但其对微观层面企业创新的影响机制仍需进一步探讨。本研究从城市群的视角出发,实证分析了R&D人才集聚对企业创新的影响及其内在作用路径。研究结果表明,R&D人才集聚显著提升了城... 人才集聚对区域创新的积极作用已得到广泛证实,但其对微观层面企业创新的影响机制仍需进一步探讨。本研究从城市群的视角出发,实证分析了R&D人才集聚对企业创新的影响及其内在作用路径。研究结果表明,R&D人才集聚显著提升了城市群企业的创新能力,且这一效应在市场化程度较高的大型城市区域以及大型国有企业中更为突出。进一步的机制分析揭示,R&D人才集聚通过推动市场一体化进程、促进知识溢出与共享以及深化产业分工协作,为企业创新提供了重要支撑。本研究为优化城市群人才政策、提升企业创新效能、推动区域协调发展以及实现城市间创新协同提供了理论依据和实践参考。 展开更多
关键词 r&d人才集聚 企业创新 影响机制 城市群
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Macroecological Patterns of Climatic Niche Breadth Variation in Lacertid Lizards 被引量:1
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作者 Mengchao FANG Xiaming ZHU +2 位作者 Yu DU Lin ZHANG Longhui LIN 《Asian Herpetological Research》 SCIE CSCD 2019年第1期41-47,共7页
Measuring climatic niche position and breadth may help to determine where species can occur over space and time. Using GIS-based and phylogenetic comparative methods, we investigated global patterns of variation in cl... Measuring climatic niche position and breadth may help to determine where species can occur over space and time. Using GIS-based and phylogenetic comparative methods, we investigated global patterns of variation in climatic niche breadth in lacertid lizards to test the following three hypotheses about climatic niche widths. First, does a species' temperature or precipitation niche breadth relate to its temperature or precipitation niche position(the mean value of annual mean temperature or annual precipitation across sampled localities in the range of each species)? Second, are there trade-offs between a species' temperature niche breadth and precipitation niche breadth? Third, does a species' temperature or precipitation niche breadth relate to altitude or latitude? We expect that:(1) species distributed in cold regions are specialized for low-temperature environments(i.e. narrow niche breadth center around low temperatures);(2) a negative relationship between species niche breadth on temperature and precipitation axes according to the tradeoff hypothesis(i.e. species that tolerate a broad range of precipitation regimes cannot also tolerate a broad range of temperatures);(3) precipitation niche breadth decreases with altitude or latitude, whereas temperature climatic niche breadth increases with altitude or latitude. Based on the analytical results we found that:(1) temperature niche breadth and position are negatively related, while precipitation niche breadth and position are positively related;(2) there is no trade-off between temperature and precipitation niche breadths; and (3) temperature niche breadth and latitude/altitude are positively related, but precipitation niche breadth and latitude/altitude are not significantly related. Our results show many similarities with previous studies on climatic niche widths reported for amphibians and lizards, which provide further evidence that such macroecological patterns of variation in climatic niche breadths may be widespread. 展开更多
关键词 Macroecological pattern CLIMATIC NICHE breadth CLIMATIC NICHE POSITION LACErTIdAE
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Global, regional, and cladistic patterns of variation in climatic niche breadths in terrestrial elapid snakes 被引量:3
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作者 Long-Hui Lin Xia-Ming Zhu +2 位作者 Yu Du Meng-Chao Fang Xiang Ji 《Current Zoology》 SCIE CAS CSCD 2019年第1期1-9,共9页
We obtai ned geo-refere need occurre nee and climatic data from in dividual localities for 59 species of terrestrial elapid snakes, used phylogenetic generalized least squares regression to investigate spatial and cla... We obtai ned geo-refere need occurre nee and climatic data from in dividual localities for 59 species of terrestrial elapid snakes, used phylogenetic generalized least squares regression to investigate spatial and cladistic patter ns of variation in climatic niche breadths, and compared patter ns within and across regions and clades to see if they parallel or differ from each other. Specifically, we test (1) whether a species' climatic niche breadth on a given niche axis relates to its position along that axis, and to its climatic niche breadth on another niche axis, and (2) whether variation in niche breadths among species is explained by within-locality variation in climatic conditions or by among-locality variation. We found that:(1) there is an overall global patter n, and patter ns in individual regi ons or clades gen erally parallel each other and global patter ns;(2) species in wanner environments have narrower temperature niche breadths (TNBs);(3) precipitation niche breadth (PNB) and position are positively related;⑷ TNB and PNB are not related;and ⑸ within-locality variation in climatic conditions explains most variation in TNBs, whereas among-locality variation explains most variation in PNBs. Our results are consistent with those reported for lizards of the families Phrynosomatidae and Varanidae, con firm the importance of withi n-locality n iche breadth to species n iche breadth, and show a more im porta nt role of amon g-locality n iche breadth in affecting species niche breadth in terrestrial elapids than in lizards. 展开更多
关键词 climate ELAPIdAE NICHE breadth NICHE position NICHE variance precipitation temperature
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我国R&D投入对GDP三大产业的影响分析
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作者 扈杨 王桂华 《应用数学进展》 2025年第4期775-782,共8页
为进一步提升中国科技创新竞争力,提高我国R&D投入水平,提升R&D投入使用效率,本文采用相关性检验、逐步回归模型等研究方法分别对物质资本存量、R&D经费内部支出、年末就业人数、R&D人员全时当量和R&D活动组成中的... 为进一步提升中国科技创新竞争力,提高我国R&D投入水平,提升R&D投入使用效率,本文采用相关性检验、逐步回归模型等研究方法分别对物质资本存量、R&D经费内部支出、年末就业人数、R&D人员全时当量和R&D活动组成中的基础研究、应用研究、试验发展与GDP经济指标进行关联度及相互影响分析。每个自变量与GDP、R&D活动中的每个组成部分均与三大产业具有较强关联性,通过测算得出,与基础研究和应用研究相比,试验发展对于三大产业的影响力最为显著。中国高度重视R&D试验发展投入,本论文研究的R&D活动与三大产业关系之间的影响关系结论,能够为R&D投入促进经济社会发展提供有效的研究路径和方向,与此同时也能为政府决策咨询提供建议。 展开更多
关键词 r&d投入 r&d活动 GdP 三大产业
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创新驱动下R&D投入对中国与丝绸之路经济带沿线国家棉产品贸易的影响研究
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作者 王乾润 布娲鹣·阿布拉 +1 位作者 陈俊科 李敬 《工程管理科技前沿》 北大核心 2025年第3期90-96,共7页
伴随创新驱动发展战略实施及“一带一路”深耕细作,强化R&D经费配置,催生双边棉产品贸易发展新动能意义重大。本文采用中国与丝绸之路经济带沿线国家面板数据,运用空间计量模型进行实证分析,结果发现:(1)资源环境、经济发展环境、... 伴随创新驱动发展战略实施及“一带一路”深耕细作,强化R&D经费配置,催生双边棉产品贸易发展新动能意义重大。本文采用中国与丝绸之路经济带沿线国家面板数据,运用空间计量模型进行实证分析,结果发现:(1)资源环境、经济发展环境、科教与创新环境、区域经济合作、空间距离5大项指标共同作用,从不同程度对双边棉产品贸易产生影响;(2)经济发展水平、人口规模、R&D投入、区域贸易协定、跨境人民币结算极大地促进了双边棉产品贸易增长;(3)R&D投入对双边棉产品贸易增长的拉动作用最为显著,R&D投入强度每增加1%,中国与丝绸之路经济带沿线国家棉产品贸易将显著提高2.520%。本文研究对于提升中国与丝绸之路经济带沿线国家棉产品贸易具有一定的参考价值。 展开更多
关键词 创新驱动 r&d 丝绸之路经济带 棉产品国际贸易
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Investigations on Fluid Resonance Within A Narrow Gap Formed by Two Fixed Bodies with Varying Breadth Ratios 被引量:2
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作者 GONG Shu-kai GAO Jun-liang MAO Hong-fei 《China Ocean Engineering》 SCIE EI CSCD 2023年第6期962-974,共13页
The resonant motion of the fluid inside a narrow gap between two fixed boxes induced by incident regular waves with various wave heights is investigated by adopting a two-dimensional numerical wave flume based on an o... The resonant motion of the fluid inside a narrow gap between two fixed boxes induced by incident regular waves with various wave heights is investigated by adopting a two-dimensional numerical wave flume based on an opensourced CFD package,OpenFOAM.The two boxes have identical draft and height,but the upstream box has a variable breadth.This article focuses on the influences of the breadth ratio,defined as the ratio of the breadth of the upstream box to that of the downstream box,on the following three aspects of hydrodynamic characteristics of gap resonance:(1)the wave height amplifications inside the gap,and in front and at the rear of the structure system,(2)the reflection,transmission,and energy loss coefficients of the structure system,and(3)the response and damping time of the fluid resonance.It is found that the fluid resonant frequency,the amplification factor of the resonant wave height inside the gap and the maximum energy loss coefficient of the structure system are shown to gradually decrease with the increase of the breadth ratio.The response time of gap resonance is shown to first increase and then decrease with the breadth ratio overall,regardless of the incident wave height,and the configuration that the two boxes have the same breadth would bring the largest response time of gap resonance. 展开更多
关键词 gap resonance wave amplification varying breadth ratios OPENFOAM
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Network Defense Methodology: A Comparison of Defense in Depth and Defense in Breadth 被引量:2
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作者 Lance Cleghorn 《Journal of Information Security》 2013年第3期144-149,共6页
The defense in depth methodology was popularized in the early 2000’s amid growing concerns for information security;this paper will address the shortcomings of early implementations. In the last two years, many suppo... The defense in depth methodology was popularized in the early 2000’s amid growing concerns for information security;this paper will address the shortcomings of early implementations. In the last two years, many supporters of the defense in depth security methodology have changed their allegiance to an offshoot method dubbed the defense in breadth methodology. A substantial portion of this paper’s body will be devoted to comparing real-world usage scenarios and discussing the flaws in each method. A major goal of this publication will be to assist readers in selecting a method that will best benefit their personal environment. Scenarios certainly exist where one method may be clearly favored;this article will help identify the factors that make one method a clear choice over another. This paper will strive not only to highlight key strengths and weaknesses for the two strategies listed, but also provide the evaluation techniques necessary for readers to apply to other popular methodologies in order to make the most appropriate personal determinations. 展开更多
关键词 dEFENSE in dEPTH dEFENSE in breadth Network dEFENSE SECUrITY Architecture dEFENSE METHOdOLOGY Information ASSUrANCE
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企业R&D结构对其颠覆性创新的影响研究
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作者 白羽 董广茂 《现代管理》 2025年第8期125-130,共6页
在全球科技竞争加剧的背景下,颠覆性创新是企业获取长期竞争优势的核心。本文研究聚焦于R&D资源配置这一企业内部关键决策,试图揭示其对颠覆性创新的影响机制,为企业管理者在“追求前沿科学突破”与“满足当前市场需求”之间进行权... 在全球科技竞争加剧的背景下,颠覆性创新是企业获取长期竞争优势的核心。本文研究聚焦于R&D资源配置这一企业内部关键决策,试图揭示其对颠覆性创新的影响机制,为企业管理者在“追求前沿科学突破”与“满足当前市场需求”之间进行权衡提供了理论框架,具有重要的现实指导意义。 展开更多
关键词 颠覆性创新 r&d结构 生态位
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Kinematical system of breadth cam profile design 被引量:1
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作者 SHIN Joong-ho 李琳 +1 位作者 YANG Hyun-dai KWON Soon-man 《Journal of Central South University》 SCIE EI CAS 2011年第2期451-457,共7页
The design solutions for breadth cam mechanism was presented. The main topics of the shape design for breadth cam was to calculate the coordinate at each contact point to determine the cam profile. The proposed method... The design solutions for breadth cam mechanism was presented. The main topics of the shape design for breadth cam was to calculate the coordinate at each contact point to determine the cam profile. The proposed method according to velocity and geometric relationships of instant velocity centers can easily determine each contact point at any instant moment. The cam profile was defined by contouring of the contact points. And also a program was developed by using Microsoft Visual C++ program,which can quickly and easily draw a 2D cam profile through the displacement diagram. Finally,the program was used to confirm the accuracy on the breadth cam profile design by computer animation graphically. 展开更多
关键词 cam profile breadth cam reciprocating follower oscillating follower instant velocity center
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Construction of T-Structured Courses in Universities to Cultivate Future Researchers
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作者 Jing Wang Qi Xi 《Journal of Contemporary Educational Research》 2025年第5期56-60,共5页
University courses should have both breadth and depth.However,most courses in universities only focus on the breadth construction,while neglecting the depth construction,resulting in students being unable to apply the... University courses should have both breadth and depth.However,most courses in universities only focus on the breadth construction,while neglecting the depth construction,resulting in students being unable to apply the knowledge they have learned to conduct research or solve real-world application problems.The students’high-level abilities are insufficient and not well-trained.Therefore,in this paper,we propose a T-structured course design method to ensure both breadth and depth of a course.The proposed T-structured course design method includes four aspects:T-structured course contents,T-structured teaching activities,T-structured examination formats,and T-structured homework difficulty.By applying our proposed T-structured course design strategy to the course Optimization Algorithms and Intelligent Computing,good results are achieved,demonstrating the applicability of our proposed strategy. 展开更多
关键词 T-structured course Course design Teaching activity breadth depth
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No change over three decades in the realized spatial niche of a salamander population living in a subterranean habitat
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作者 Sebastiano Salvidio Andrea Costa +2 位作者 Fabrizio Oneto Giacomo Rosa Mauro Valerio Pastorino 《Current Zoology》 2025年第5期678-681,共4页
Subterranean environments are buffered from external climatic fluctuations due to the absence of light and a delayed thermal response to surface conditions(Mammola 2019).Terrestrial salamanders are often found in subt... Subterranean environments are buffered from external climatic fluctuations due to the absence of light and a delayed thermal response to surface conditions(Mammola 2019).Terrestrial salamanders are often found in subterranean habitats,but few studies have assessed the influence of climatic effects on their long-term spatial distribution and niche breadth.In this study,we investigated the variability over 29 consecutive years of the spatial niche in a terrestrial salamander population inhabiting an artificial subterranean habitat.We hypothesized that juvenile salamanders,which are typically active near cave entrances and more exposed to climatic variability and dehydration(Peterman et al.2013),would exhibit an earlier and more variable behavioral adaptation to increasing external temperatures compared to adults. 展开更多
关键词 long-term ecological research niche breadth PLETHOdONTIdAE Speleomantes subterranean habitat
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