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Research and Implementation of the Academic Development Monitoring System for High-quality Software Engineering Talents
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作者 Kun Niu Kaiyang Zhang +5 位作者 Tan Yang Hui Gao Hongfeng Gu Ting Diao Jing Li Honglin Fu 《计算机教育》 2026年第3期199-209,共11页
Traditional grade-centered evaluation models are inadequate for high-quality software engineering talents in the digital and AI era.This study develops an academic development monitoring system to address shortcomings... Traditional grade-centered evaluation models are inadequate for high-quality software engineering talents in the digital and AI era.This study develops an academic development monitoring system to address shortcomings in dynamics,interdisciplinary integration,and industry adaptability.It builds a multi-dimensional dynamic model covering seven core dimensions with quantitative scoring,non-linear weighting,and DivClust grouping.An intelligent platform with real-time monitoring,early warning,and personalized recommendations integrates AI like multi-modal fusion and large-model diagnosis.The“monitoring-warning-improvement”loop helps optimize training programs,support personalized planning,and bridge talent-industry gaps,enabling digital transformation in software engineering education evaluation. 展开更多
关键词 Software engineering talents Academic development monitoring multi-dimensional dynamic evaluation Intelligent monitoring platform AI-driven evaluation Industry adaptability
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SlSWEET5a and SlSWEET5b redundantly regulate early fruit development by mediating sugar transport in tomato
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作者 Mengyao Liang Hairen Xu +4 位作者 Hexu Cai Haijing Wang Shuai Sun Xia Cui Ren Li 《Horticultural Plant Journal》 2026年第1期212-216,共5页
In tomato,early fruit development involves rapid cell division and expansion,which are highly dependent on sugar availability(Huang et al.,2025;Yuan et al.,2025).After fruit set,soluble sugars are loaded into pericarp... In tomato,early fruit development involves rapid cell division and expansion,which are highly dependent on sugar availability(Huang et al.,2025;Yuan et al.,2025).After fruit set,soluble sugars are loaded into pericarp cells through the symplasmic(cytosol)or apoplasmic pathway(cell wall and extracellular matrix)(Patrick and Offler,1996).Sucrose,as the major form of carbon translocated to tomato fruit,can be directly unloaded into fruit cells.However,some sucrose can be hydrolyzed by extracellular invertase,producing glucose and fructose for metabolism and biosynthesis in pericarp cells(Ruan,2014). 展开更多
关键词 fruit development sugar transport extracellular matrix patrick apoplasmic pathway cell wall slsweet pericarp cells slsweet b extracellular invertasepro
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Instruction of the Multi-dimensional Developing Perspective on Translation in Translation Competence Development
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作者 ZOU Yanqun 《Sino-US English Teaching》 2022年第5期159-166,共8页
The overlook of the cultivation of learners’perspective on translation is one of the essential reasons that we fail to enhance learners’translation competence effectively and efficiently.The perspective on translati... The overlook of the cultivation of learners’perspective on translation is one of the essential reasons that we fail to enhance learners’translation competence effectively and efficiently.The perspective on translation mirrors not only the interpretation of the essence,value,and function of translation,but the interpretation of culture and intercultural communication,which offers inspiration and implication on translation in the current context.This study analyzes the significance of the multi-dimensional developing perspective on translation and elaborates on the HBARP model to integrate the perspective on translation throughout the learning and teaching process to inspire learners to interpret translation essence and features,to highlight the intercultural communicative significance in the current context with a historical vision. 展开更多
关键词 multi-dimensional developing perspective on translation significance and instruction translation competence development
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Matrix metalloproteinases in neural development:a phylogenetically diverse perspective 被引量:2
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作者 Christopher D.Small Bryan D.Crawford 《Neural Regeneration Research》 SCIE CAS CSCD 2016年第3期357-362,共6页
The matrix metalloproteinases(MMPs) are a family of zinc-dependent endopeptidases originally characterized as secreted proteases responsible for degrading extracellular matrix proteins.Their canonical role in matrix... The matrix metalloproteinases(MMPs) are a family of zinc-dependent endopeptidases originally characterized as secreted proteases responsible for degrading extracellular matrix proteins.Their canonical role in matrix remodelling is of significant importance in neural development and regeneration,but emerging roles for MMPs,especially in signal transduction pathways,are also of obvious importance in a neural context.Misregulation of MMP activity is a hallmark of many neuropathologies,and members of every branch of the MMP family have been implicated in aspects of neural development and disease.However,while extraordinary research efforts have been made to elucidate the molecular mechanisms involving MMPs,methodological constraints and complexities of the research models have impeded progress.Here we discuss the current state of our understanding of the roles of MMPs in neural development using recent examples and advocate a phylogenetically diverse approach to MMP research as a means to both circumvent the challenges associated with specific model organisms,and to provide a broader evolutionary context from which to synthesize an understanding of the underlying biology. 展开更多
关键词 matrix metalloproteinases extracellular matrix xenopus Drosophila zabrafish neural development evolution
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PTPN11 in cartilage development,adult homeostasis,and diseases
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作者 Wentian Yang Véronique Lefebvre 《Bone Research》 2025年第3期519-533,共15页
The SH2 domain-containing protein tyrosine phosphatase 2(SHP2,also known as PTP2C),encoded by PTPN11,is ubiquitously expressed and has context-specific effects.It promotes RAS/MAPK signaling downstream of receptor tyr... The SH2 domain-containing protein tyrosine phosphatase 2(SHP2,also known as PTP2C),encoded by PTPN11,is ubiquitously expressed and has context-specific effects.It promotes RAS/MAPK signaling downstream of receptor tyrosine kinases,cytokine receptors,and extracellular matrix proteins,and was shown in various lineages to modulate cell survival,proliferation,differentiation,and migration.Over the past decade,PTPN11 inactivation in chondrocytes was found to cause metachondromatosis,a rare disorder characterized by multiple enchondromas and osteochondroma-like lesions.Moreover,SHP2 inhibition was found to mitigate osteoarthritis pathogenesis in mice,and abundant but incomplete evidence suggests that SHP2 is crucial for cartilage development and adult homeostasis,during which its expression and activity are tightly regulated transcriptionally and posttranslationally,and by varying sets of functional partners.Fully uncovering SHP2 actions and regulation in chondrocytes is thus fundamental to understanding the mechanisms underlying both rare and common cartilage diseases and to designing effective disease treatments.We here review current knowledge,highlight recent discoveries and controversies,and propose new research directions to answer remaining questions. 展开更多
关键词 metachondromatosis receptor tyrosine kinasescytokine receptorsand ptp c ptpn cartilage development adult homeostasis DISEASES extracellular matrix proteinsand
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An Evaluation and Similarity Analysis of Provincial Green Development Levels in China Using Grey Relational Analysis
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作者 Fan Bo Chen Qian 《Contemporary Social Sciences》 2025年第1期47-68,共22页
Green development is vital for bringing about high-quality development,which makes measuring and comparing provincial green development levels essential.This study calculates the comprehensive green development scores... Green development is vital for bringing about high-quality development,which makes measuring and comparing provincial green development levels essential.This study calculates the comprehensive green development scores using panel data from 30 Chinese provinces and autonomous regions(2013-2022)and a combined subjective-objective weighting method.It also innovatively establishes a grey relational degree matrix and a grey improvement sequence to analyze provincial similarities and identify benchmarks for improvement.The results indicate that ecological and environmental protection holds the highest weight among the primary indicators.Beijing,Shanghai,Tianjin,Zhejiang,and Jiangsu lead in green development,with Shanghai,Beijing,and Tianjin exhibiting distinct development trajectories,while Guizhou and Yunnan share a similar trend.Zhejiang and Shaanxi have prominent benchmarks for improvement,while some provinces dynamically adjust their targets.The results suggest that advanced regions should further refine their green development pathways to align with their specific contexts,while less-developed regions should adaptively learn from the appropriate benchmarks and periodically reassess their strategies.This study provides scientific guidance for regional green development planning,policymaking,and benchmarking,thus contributing to sustainable regional development.Furthermore,it lays a foundation for future research to expand into broader datasets,scales,influencing factors,and policy evaluations. 展开更多
关键词 green development grey relational degree grey relational degree matrix grey improvement sequence benchmark for improvement
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Development of quality function development matrix to measure the quality management performance of contractor
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作者 章蓓蓓 《Journal of Chongqing University》 CAS 2012年第3期141-150,共10页
Quality function development (QFD) matrix was introduced as a tool to measure the quality management performance of contractors. Engineering quality, quality management system components, and their relationship were d... Quality function development (QFD) matrix was introduced as a tool to measure the quality management performance of contractors. Engineering quality, quality management system components, and their relationship were defined. An integrated engineering quality system was decomposed into seven factors and the quality management system was composed of eight factors. Importance weights of all factors and their relationship point were acquired by questionnaires and interviews. Then, QFD matrix was formulated and the calculating process was proposed. This model was verified on a case study. The result shows that it is useful for contractor in benchmarking themselves and invaluable for owners in the process of deciding contractor. 展开更多
关键词 quality function development matrix engineering quality quality management system quality performance
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Analyzing the role of extracellular matrix during nervous system development to advance new regenerative strategies
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作者 Teresa Caprile Hernán Montecinos 《Neural Regeneration Research》 SCIE CAS CSCD 2017年第4期566-567,共2页
Regeneration in the central nervous system (CNS) is limited, and CNS damage often leads to cognitive impairment or permanent functional motor and sensory loss. Impaired regenerative capacity is multifactorial and in... Regeneration in the central nervous system (CNS) is limited, and CNS damage often leads to cognitive impairment or permanent functional motor and sensory loss. Impaired regenerative capacity is multifactorial and includes inflammation, loss of the blood-brain barrier, and alteration in the extracellular matrix (ECM). One of the main problems is the formation of a glial scar and the production of inhibitory ECM, such as proteoglycans, that generates a physical and mechanical barrier, impeding axonal regrowth (Figure 1A). 展开更多
关键词 ECM Analyzing the role of extracellular matrix during nervous system development to advance new regenerative strategies
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Three Types of Spatial Function Zoning in Key Ecological Function Areas Based on Ecological and Economic Coordinated Development: A Case Study of Tacheng Basin, China 被引量:4
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作者 WANG Guiling YANG Degang +2 位作者 XIA Fuqiang ZHONG Ruisen XIONG Chuanhe 《Chinese Geographical Science》 SCIE CSCD 2019年第4期689-699,共11页
Three types of spatial function zoning is an effective measure for regional environmental protection and orderly development.For ecological and economic coordinated development, spatial function zones should be divide... Three types of spatial function zoning is an effective measure for regional environmental protection and orderly development.For ecological and economic coordinated development, spatial function zones should be divided scientifically to clear its direction of development and protection. Therefore, based on ecological constraints, a beneficial discussion would be about the key ecological function areas adopting the concept of ecological protection restriction and supporting socioeconomic development for spatial function zoning. In this paper, the researchers, taking Tacheng Basin, Xinjiang of China as an example, choose township as basic research unit and set up an evaluation index system from three aspects, namely, ecological protection suitability, agricultural production suitability, and urban development suitability, which are analyzed by using spatial analysis functions and exclusive matrix method. The results showed that: 1) This paper formed a set of multilevel evaluation index systems for three types of spatial function zoning of the key ecological function areas based on a novel perspective by scientifically dividing Tacheng Basin into ecological space, agricultural space, and urban space,which realized the integration and scientific orientation for spatial function at the township scale. 2) Under the guidance of three types of spatial pattern, the functional orientation and suggestions of development and protection was clearly defined for ecological protection zones,ecological economic zones, agricultural production zones, and urban development zones. 3) A new idea of space governance is provided to promote the coordinated and sustainable development between ecology and economy, which can break the traditional mode of thinking about regional economic development, and offers a scientific basis and reference for macro decision-making. 展开更多
关键词 KEY ECOLOGICAL FUNCTION areas township scale SPATIAL FUNCTION ZONING mutual EXCLUSION matrix method coordination of ecology and development Tacheng Basin China
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Structure, expression, and developmental function of early divergent forms of metalloproteinases in Hydra 被引量:1
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作者 MICHAEL P SARRAS JR ALEXEY LEONTOVICH 《Cell Research》 SCIE CAS CSCD 2002年第4期163-176,共14页
Metalloproteinases have a critical role in a broad spectrum of cellular processes ranging from the break-down of extracellulax matrix to the processing of signal transduction-related proteins. These hydrolyticfunction... Metalloproteinases have a critical role in a broad spectrum of cellular processes ranging from the break-down of extracellulax matrix to the processing of signal transduction-related proteins. These hydrolyticfunctions underlie a variety of mechanisms related to developmental processes as well as disease states.Structural analysis of metalloproteinases from both invertebrate and vertebrate species indicates that theseenzymes are highly conserved and arose early during metazoan evolution. In this regard, studies from vari-ous laboratories have reported that a number of classes of metalloproteinases are found in hydra, a memberof Cnidaria, the second oldest of existing animal phyla. These studies demonstrate that the hydra genomecontains at least three classes of metalloproteinases to include members of the 1) astacin class, 2) matrix met-alloproteinase class, and 3) neprilysin class. Functional studies indicate that these metalloproteinases playdiverse and important roles in hydra morphogenesis and cell differentiation as well as specialized functionsin adult polyps. This article will review the structure, expression, and function of these metalloproteinasesin hydra. 展开更多
关键词 Hydra metalloproteinases development astacin matrix metalloproteinases endothelin.
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Application of Feature, Event, and Process Methods to Leakage Scenario Development for Offshore CO_(2) Geological Storage 被引量:1
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作者 Qiang Liu Yanzun Li +2 位作者 Meng Jing Qi Li Guizhen Liu 《哈尔滨工程大学学报(英文版)》 CSCD 2024年第3期608-616,共9页
Offshore carbon dioxide(CO_(2)) geological storage(OCGS) represents a significant strategy for addressing climate change by curtailing greenhouse gas emissions. Nonetheless, the risk of CO_(2) leakage poses a substant... Offshore carbon dioxide(CO_(2)) geological storage(OCGS) represents a significant strategy for addressing climate change by curtailing greenhouse gas emissions. Nonetheless, the risk of CO_(2) leakage poses a substantial concern associated with this technology. This study introduces an innovative approach for establishing OCGS leakage scenarios, involving four pivotal stages, namely, interactive matrix establishment, risk matrix evaluation, cause–effect analysis, and scenario development, which has been implemented in the Pearl River Estuary Basin in China. The initial phase encompassed the establishment of an interaction matrix for OCGS systems based on features, events, and processes. Subsequent risk matrix evaluation and cause–effect analysis identified key system components, specifically CO_(2) injection and faults/features. Building upon this analysis, two leakage risk scenarios were successfully developed, accompanied by the corresponding mitigation measures. In addition, this study introduces the application of scenario development to risk assessment, including scenario numerical simulation and quantitative assessment. Overall, this research positively contributes to the sustainable development and safe operation of OCGS projects and holds potential for further refinement and broader application to diverse geographical environments and project requirements. This comprehensive study provides valuable insights into the establishment of OCGS leakage scenarios and demonstrates their practical application to risk assessment, laying the foundation for promoting the sustainable development and safe operation of ocean CO_(2) geological storage projects while proposing possibilities for future improvements and broader applications to different contexts. 展开更多
关键词 Offshore CO_(2)geological storage Features events and processes Scenario development Interaction matrix Risk matrix assessment
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Study on DSM-based task planning of product cooperative development
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作者 蒋增强 刘明周 +2 位作者 赵韩 葛茂根 郭嘉 《Journal of Pharmaceutical Analysis》 SCIE CAS 2008年第1期38-42,65,共6页
The results of analyzing the managerial characteristics and complexity of product cooperative development suggest that task planning is an important aspect for process management of product cooperative development and... The results of analyzing the managerial characteristics and complexity of product cooperative development suggest that task planning is an important aspect for process management of product cooperative development and the method for planning tasks should be able to model the dependency between tasks and iterations during the development process. In this paper, a DSM-based method and its corresponding optimization algorithms are developed. At first the coupled task sets and uncoupled task sets are identified, and the tasks are then optimized by the corresponding algorithms. The optimal tasks plan will reduce the development time and cost. Considering the practical requirements in real world, a Multilayer DSM is proposed, and its information communication techniques between DSM and traversing principle are described in details. 展开更多
关键词 product cooperative development task planning design structure matrix multilayer DSM
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Role of activin receptor-like kinase 1 in vascular development and cerebrovascular diseases
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作者 Jun-Mou Hong Yi-Da Hu +1 位作者 Xiao-Qing Chai Chao-Liang Tang 《Neural Regeneration Research》 SCIE CAS CSCD 2020年第10期1807-1813,共7页
Activin receptor-like kinase 1(ALK1)is a transmembrane serine/threonine receptor kinase of the transforming growth factor beta(TGFβ)receptor superfamily.ALK1 is specifically expressed in vascular endothelial cells,an... Activin receptor-like kinase 1(ALK1)is a transmembrane serine/threonine receptor kinase of the transforming growth factor beta(TGFβ)receptor superfamily.ALK1 is specifically expressed in vascular endothelial cells,and its dynamic changes are closely related to the proliferation of endothelial cells,the recruitment of pericytes to blood vessels,and functional differentiation during embryonic vascular development.The pathophysiology of many cerebrovascular diseases is today understood as a disorder of endothelial cell function and an imbalance in the proportion of vascular cells.Indeed,mutations in ALK1 and its co-receptor endoglin are major genetic risk factors for vascular arteriovenous malformation.Many studies have shown that ALK1 is closely related to the development of cerebral aneurysms,arteriovenous malformations,and cerebral atherosclerosis.In this review,we describe the various roles of ALK1 in the regulation of angiogenesis and in the maintenance of cerebral vascular homeostasis,and we discuss its relationship to functional dysregulation in cerebrovascular diseases.This review should provide new perspectives for basic research on cerebrovascular diseases and offer more effective targets and strategies for clinical diagnosis,treatment,and prevention. 展开更多
关键词 activin receptor-like kinase 1 ANEURYSM atherosclerotic plaque ENDOGLIN extracellular matrix protein intracranial arteriovenous malformation matrix metalloproteinase PERICYTE transforming growth factor beta 1 pathway vascular development
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A comprehensive environmental impact assessment method for shale gas development 被引量:2
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作者 Sun Renjin Wang Zhenjie 《Natural Gas Industry B》 2015年第2期203-210,共8页
The great success of US commercial shale gas exploitation stimulates the shale gas development in China,subsequently,the corresponding supporting policies were issued in the 12th Five-Year Plan.But from the experience... The great success of US commercial shale gas exploitation stimulates the shale gas development in China,subsequently,the corresponding supporting policies were issued in the 12th Five-Year Plan.But from the experience in the US shale gas development,we know that the resulted environmental threats are always an unavoidable issue,but no uniform and standard evaluation system has yet been set up in China.The comprehensive environment refers to the combination of natural ecological environment and external macro-environment.In view of this,we conducted a series of studies on how to set up a comprehensive environmental impact assessment system as well as the related evaluation methodology and models.First,we made an in-depth investigation into shale gas development procedures and any possible environmental impacts,and then compared,screened and modified environmental impact assessment methods for shale gas development.Also,we established an evaluating system and assessment models according to different status of the above two types of environment:the correlation matrix method was employed to assess the impacts on natural ecological environment and the optimization distance method was modified to evaluate the impacts on external macro-environment.Finally,we substitute the two subindexes into the comprehensive environmental impact assessment model and achieved the final numerical result of environmental impact assessment.This model can be used to evaluate if a shale gas project has any impact on environment,compare the impacts before and after a shale gas development project,or the impacts of different projects. 展开更多
关键词 Shale gas development process Environmental impact Correlation matrix method Modified optimization distance method Comprehensive evaluation Assessment model
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Structure,expression,and developmental function of early divergent forms of metalloproteinases in Hydra
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作者 MICHAELPSARRASJR LIYAN 《Cell Research》 SCIE CAS CSCD 2002年第3期163-176,共14页
Metalloproteinases have a critical role in a broad spectrum of cellular processesranging from the break-down of extracellular matrix to the processing of signaltransduction-related proteins.These hydrolytic functions ... Metalloproteinases have a critical role in a broad spectrum of cellular processesranging from the break-down of extracellular matrix to the processing of signaltransduction-related proteins.These hydrolytic functions underlie a variety of mechanisms related to developmental processes as well as disease states.Structural analysis of metalloproteinases from both invertebrate and vertebrate species indicates that these enzymes are highly conserved and arose early during metazoan evolution.In this regard,studies from vari-ous laboratories have reported that a number of classes of metalloproteinases are found in hydra,a member of Cnidaria,the second oldest of existing animal phyla.These studies demonstrate that the hydra genome contains at least three classes of metalloproteinases to include members of the 1)astacin class,2)matrix met-alloproteinase class,and 3)neprilysin class.Functional studies indicate that these metalloproteinases play diverse and important roles in hydra morphogenesis and cell differentiation as well as specialized functions in adult polyps.This article will review the structure,expression,and function of these metalloproteinases in hydra. 展开更多
关键词 HYDRA METALLOPROTEINASES development ASTACIN matrix metalloproteinases ENDOTHELIN
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Financial development during COVID‑19 pandemic:the role of coronavirus testing and functional labs
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作者 Muhammad Khalid Anser Muhammad Azhar Khan +4 位作者 Khalid Zaman Abdelmohsen A.Nassani Sameh E.Askar Muhammad Moinuddin Qazi Abro Ahmad Kabbani 《Financial Innovation》 2021年第1期193-205,共13页
The outbreak of the SARS-CoV-2 virus in early 2020,known as COVID-19,spread to more than 200 countries and negatively affected the global economic output.Financial activities were primarily depressed,and investors wer... The outbreak of the SARS-CoV-2 virus in early 2020,known as COVID-19,spread to more than 200 countries and negatively affected the global economic output.Financial activities were primarily depressed,and investors were reluctant to start new financial investments while ongoing projects further declined due to the global lockdown to curb the disease.This study analyzes the money supply reaction to the COVID-19 pandemic using a cross-sectional panel of 115 countries.The study used robust least square regression and innovation accounting techniques to get sound parameter estimates.The results show that COVID-19 infected cases are the main contributing factor that obstructs financial activities and decrease money supply.In contrast,an increasing number of recovered cases and COVID-19 testing capabilities gave investors confidence to increase stock trade across countries.The overall forecast trend shows that COVID-19 infected cases and recovered cases followed the U-shaped trend,while COVID-19 critical cases and reported deaths showed a decreasing trend.Finally,the money supply and testing capacity show a positive trend over a period.The study concludes that financial development can be expanded by increasing the testing capacity and functional labs to identify suspected coronavirus cases globally. 展开更多
关键词 Financial development COVID-19 pandemic Infected cases Testing capacity Robust least square estimator Innovation accounting matrix
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Research and Implementation of Task Management Model in Product Development Process Management 被引量:1
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作者 Liu Qinghua Wan Li Zhong Yifang (CAN Center, Huazhong University of Science and Technology, Hubei, China Qhliu hust 263.net) 《Computer Aided Drafting,Design and Manufacturing》 2000年第1期63-73,共11页
The implementation of product development process management (PDPM) is an effective means of developing products with higher quality in shorter lead time. It is argued in this paper that product, data, person and acti... The implementation of product development process management (PDPM) is an effective means of developing products with higher quality in shorter lead time. It is argued in this paper that product, data, person and activity are basic factors in PDPM With detailed analysis of these basic factors and their relations in product developmed process, all product development activities are considered as tasks and the management of product development process is regarded as the management of task execution A task decomposition based product development model is proposed with methods of constructing task relation matrix from layer model and constraint model resulted from task decomposition. An algorithm for constructing directed task graph is given and is used in the management of tasks. Finally, the usage and limitation of the proposed PDPM model is given with further work proposed. 展开更多
关键词 product development process management task decomposition task relation matrix
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基于专利数据的混合基质膜发展趋势和研究热点分析
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作者 李旭泽 姜红丙 +2 位作者 王景 张亚涛 李东洋 《膜科学与技术》 北大核心 2026年第1期230-239,共10页
混合基质膜兼具高分子连续相和分子筛分散相的优势,且制备过程简易、性能更加稳定,因而受到广泛关注。本研究基于Incopat全球专利数据库,采用专利计量结合主路径分析的方法,系统分析了全球混合基质膜技术的发展趋势与创新热点。研究发现... 混合基质膜兼具高分子连续相和分子筛分散相的优势,且制备过程简易、性能更加稳定,因而受到广泛关注。本研究基于Incopat全球专利数据库,采用专利计量结合主路径分析的方法,系统分析了全球混合基质膜技术的发展趋势与创新热点。研究发现,自2019年起全球混合基质膜专利申请量显著增长,中国以超过85%的占比成为技术主导力量,大连理工大学等高校是核心创新主体。当前膜技术的创新重点聚焦于膜材料的改性策略和功能集成设计;作为核心构件,混合基质膜在气体分离与水处理等高端制造支撑领域的产业化应用地位不断提升。技术路径分析表明,ZIF-8、MOFs等功能性填料与Pebax等聚合物基质的协同优化是突破渗透性与选择性权衡效应的关键。混合基质膜的热门应用领域仍集中在气体分离等方面,研究建议通过强化产学研协同、聚焦构建以企业为核心的混合基质膜创新生态,推动混合基质膜产业化进程,为“双碳”目标提供技术支撑。 展开更多
关键词 混合基质膜 专利信息计量 主路径分析 技术发展趋势 热点识别
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