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Steps Toward Industry 5.0:Building“6S”Parallel Industries With Cyber-Physical-Social Intelligence 被引量:4
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作者 Xingxia Wang Jing Yang +7 位作者 Yutong Wang Qinghai Miao Fei-Yue Wang Aijun Zhao Jian-Ling Deng Lingxi Li Xiaoxiang Na Ljubo Vlacic 《IEEE/CAA Journal of Automatica Sinica》 SCIE EI CSCD 2023年第8期1692-1703,共12页
Very recently,intensive discussions and studies on Industry 5.0 have sprung up and caused the attention of researchers,entrepreneurs,and policymakers from various sectors around the world.However,there is no consensus... Very recently,intensive discussions and studies on Industry 5.0 have sprung up and caused the attention of researchers,entrepreneurs,and policymakers from various sectors around the world.However,there is no consensus on why and what is Industry 5.0 yet.In this paper,we define Industry 5.0from its philosophical and historical origin and evolution,emphasize its new thinking on virtual-real duality and human-machine interaction,and introduce its new theory and technology based on parallel intelligence(PI),artificial societies,computational experiments,and parallel execution(the ACP method),and cyber-physical-social systems(CPSS).Case studies and applications of Industry 5.0 over the last decade have been briefly summarized and analyzed with suggestions for its future development.We believe that Industry 5.0 of virtual-real interactive parallel industries has great potentials and is critical for building smart societies.Steps are outlined to ensure a roadmap that would lead to a smooth transition from CPS-based Industry 4.0 to CPSS-based Industry 5.0 for a better world which is Safe in physical spaces,S ecure in cyberspaces,Sustainable in ecology,Sensitive in individual privacy and rights,Service for all,and Smartness of all. 展开更多
关键词 ACP artificial intelligence CPS CPSS Industry 4.0 Industry 5.0 parallel industries parallel intelligence
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Use of Component Integration Services in Multidatabase Systems: A Feasible Solution for Integrating Academic Institutions or Commercial Industries
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作者 Mohammad Ghulam Ali Mohammad Ghulam Murtuza 《Journal of Software Engineering and Applications》 2023年第11期561-585,共25页
The book chapter is an extended version of the research paper entitled “Use of Component Integration Services in Multidatabase Systems”, which is presented and published by the 13<sup>th</sup> ISITA, the... The book chapter is an extended version of the research paper entitled “Use of Component Integration Services in Multidatabase Systems”, which is presented and published by the 13<sup>th</sup> ISITA, the National Conference of Recent Trends in Mathematical and Computer Sciences, T.M.B. University, Bhagalpur, India, January 3-4, 2015. Information is widely distributed across many remote, distributed, and autonomous databases (local component databases) in heterogeneous formats. The integration of heterogeneous remote databases is a difficult task, and it has already been addressed by several projects to certain extents. In this chapter, we have discussed how to integrate heterogeneous distributed local relational databases because of their simplicity, excellent security, performance, power, flexibility, data independence, support for new hardware technologies, and spread across the globe. We have also discussed how to constitute a global conceptual schema in the multidatabase system using Sybase Adaptive Server Enterprise’s Component Integration Services (CIS) and OmniConnect. This is feasible for higher education institutions and commercial industries as well. Considering the higher educational institutions, the CIS will improve IT integration for educational institutions with their subsidiaries or with other institutions within the country and abroad in terms of educational management, teaching, learning, and research, including promoting international students’ academic integration, collaboration, and governance. This will prove an innovative strategy to support the modernization and large expansion of academic institutions. This will be considered IT-institutional alignment within a higher education context. This will also support achieving one of the sustainable development goals set by the United Nations: “Goal 4: ensure inclusive and quality education for all and promote lifelong learning”. However, the process of IT integration into higher educational institutions must be thoroughly evaluated, identifying the vital data access points. In this chapter, Section 1 provides an introduction, including the evolution of various database systems, data models, and the emergence of multidatabase systems and their importance. Section 2 discusses component integration services (CIS), OmniConnect and considering heterogeneous relational distributed local databases from the perspective of academics, Section 3 discusses the Sybase Adaptive Server Enterprise (ASE), Section 4 discusses the role of component integration services and OmniConnect of Sybase ASE under the Multidatabase System, Section 5 shows the database architectural framework, Section 6 provides an implementation overview of the global conceptual schema in the multidatabase system, Section 7 discusses query processing in the CIS, and finally, Section 8 concludes the chapter. The chapter will help our students a lot, as we have discussed well the evolution of databases and data models and the emergence of multidatabases. Since some additional useful information is cited, the source of information for each citation is properly mentioned in the references column. 展开更多
关键词 Relational Database Component Integration Services OmniConnect MULTIDATABASE Global Conceptual Schema Distributed Database Local Conceptual Schema Database Integration IT Integration Higher Education Commercial industries HEIs
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Leveraging Blockchain with Optimal Deep Learning-Based Drug Supply Chain Management for Pharmaceutical Industries
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作者 Shanthi Perumalsamy Venkatesh Kaliyamurthy 《Computers, Materials & Continua》 SCIE EI 2023年第11期2341-2357,共17页
Due to its complexity and involvement of numerous stakeholders,the pharmaceutical supply chain presents many challenges that companies must overcome to deliver necessary medications to patients efficiently.The pharmac... Due to its complexity and involvement of numerous stakeholders,the pharmaceutical supply chain presents many challenges that companies must overcome to deliver necessary medications to patients efficiently.The pharmaceutical supply chain poses different challenging issues,encompasses supply chain visibility,cold-chain shipping,drug counterfeiting,and rising prescription drug prices,which can considerably surge out-of-pocket patient costs.Blockchain(BC)offers the technical base for such a scheme,as it could track legitimate drugs and avoid fake circulation.The designers presented the procedure of BC with fabric for creating a secured drug supplychain management(DSCM)method.With this motivation,the study presents a new blockchain with optimal deep learning-enabled DSCM and recommendation scheme(BCODL-DSCMRS)for Pharmaceutical Industries.Firstly,Hyperledger fabric is used for DSC management,enabling effective tracking processes in the smart pharmaceutical industry.In addition,a hybrid deep belief network(HDBN)model is used to suggest the best or top-rated medicines to healthcare providers and consumers.The spotted hyena optimizer(SHO)algorithm is used to optimize the performance of the HDBN model.The design of the HSO algorithm for tuning the HDBN model demonstrates the novelty of the work.The presented model is tested on the UCI repository’s open-access drug reviews database. 展开更多
关键词 Drug supply chain pharmaceutical industry deep learning blockchain hyper ledger fabric SECURITY drug recommendation
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Arithmetic Optimization with Deep Learning Enabled Churn Prediction Model for Telecommunication Industries
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作者 Vani Haridasan Kavitha Muthukumaran K.Hariharanath 《Intelligent Automation & Soft Computing》 SCIE 2023年第3期3531-3544,共14页
Customer retention is one of the challenging issues in different business sectors,and variousfirms utilize customer churn prediction(CCP)process to retain existing customers.Because of the direct impact on the company ... Customer retention is one of the challenging issues in different business sectors,and variousfirms utilize customer churn prediction(CCP)process to retain existing customers.Because of the direct impact on the company revenues,particularly in the telecommunication sector,firms are needed to design effective CCP models.The recent advances in machine learning(ML)and deep learning(DL)models enable researchers to introduce accurate CCP models in the telecom-munication sector.CCP can be considered as a classification problem,which aims to classify the customer into churners and non-churners.With this motivation,this article focuses on designing an arithmetic optimization algorithm(AOA)with stacked bidirectional long short-term memory(SBLSTM)model for CCP.The proposed AOA-SBLSTM model intends to proficiently forecast the occurrence of CC in the telecommunication industry.Initially,the AOA-SBLSTM model per-forms pre-processing to transform the original data into a useful format.Besides,the SBLSTM model is employed to categorize data into churners and non-chur-ners.To improve the CCP outcomes of the SBLSTM model,an optimal hyper-parameter tuning process using AOA is developed.A widespread simulation analysis of the AOA-SBLSTM model is tested using a benchmark dataset with 3333 samples and 21 features.The experimental outcomes reported the promising performance of the AOA-SBLSTM model over the recent approaches. 展开更多
关键词 Customer churn prediction business intelligence telecommunication industry decision making deep learning
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Analysis on Technical Structure and Competitiveness of ICT Manufacturing Industries
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作者 Xiaojie Tu Zhuofang Li +1 位作者 Minlin Wu Rongyi Yan 《China Communications》 SCIE CSCD 2023年第3期361-374,共14页
In order to analyze the technical structure and international comparative advantage of the information and communication technology(ICT)manufacturing industry,a complete set of ICT manufacturing product categories has... In order to analyze the technical structure and international comparative advantage of the information and communication technology(ICT)manufacturing industry,a complete set of ICT manufacturing product categories has been constructed by matching National Economical Industry Classification(GB/T4754-2017)with Harmonized System(HS)Codes,based on the relevant definitions in International Standard Industrial Classification(ISIC).The proposed definition overcomes inherent defects such as inaccurate scopes,lagging data and rough categories,which are characterized by commonly utilized product-level based classification approaches.Within the given framework,this paper has designed the technology content related indicators from the perspective of production distribution,and divided ICT product categories into high-end,medium-end and lowend manufacturing classifications according to respective global shares.Then,we have calculated international market shares(IMS),revealed comparative advantages(RCA),and market penetration rates(MPR)of ICT manufacturing exports for major economies from 2010 to 2021.Finally,development characterizations of ICT manufacturing industries for China’s Mainland are analyzed,and several practical suggestions are provided. 展开更多
关键词 ICT manufacturing industry TECHNICAL
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Government Role in Fostering Emerging Technological Industries:A New Perspective for Industrial Policy Research
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作者 He Jun 《China Economist》 2023年第5期14-33,共20页
Mainstream industrial policy research cannot fully explain how government interventions have helped China’s mobile communications industry catch up with and overtake those of advanced nations.China’s mobile communic... Mainstream industrial policy research cannot fully explain how government interventions have helped China’s mobile communications industry catch up with and overtake those of advanced nations.China’s mobile communications industry made breakthroughs in 3G,caught up with advanced nations in 4G,and gained a leadership position in 5G due to the implementation and improvement of a strategy of industrial competition that accommodates mainstream standards and prioritizes the mid-band spectrum based on the integrated“technology,standard and industry”deployment system and swift decision-making.The introduction of a perspective of a strategy of industrial competition may supplement industrial policy research in the following ways:First,when the concerted actions of numerous innovators are important for industrial competition performance,an effective strategy of industrial competition can be devised and overall coordinated by the government provided that is compatible with the catch-up development of emerging technological industries.Second,an industrial policy becomes effective when it is complementary with the strategic factors for long-term industrial performance such as the strategy of industrial competition and avoids serious disruptions to market-based mechanisms. 展开更多
关键词 Government intervention strategy of industrial competition overall coordination swift decision-making
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Carbon emission efficiency of forest processing industries in China
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作者 GUAN Zhi-jie Yahaya Idris MUSA +1 位作者 ZHANG Ya-xin GUO Zhi-yuan 《Ecological Economy》 2023年第3期217-232,共16页
This paper uses an input-output table of China's provinces(2007-2016) to measure carbon emissions of these industries.It employs a Malmquist-Luenberger(ML) index with expected and undesired outputs,and an absolute... This paper uses an input-output table of China's provinces(2007-2016) to measure carbon emissions of these industries.It employs a Malmquist-Luenberger(ML) index with expected and undesired outputs,and an absolute β convergence and a conditional β convergence model,to conduct an in-depth analysis of dynamic changes and spatial convergence.Carbon emission efficiency of forest processing industries in 25 regions,including Shanghai,Chongqing,Zhejiang,and Jiangsu are increasing,whereas those of Tianjin,Liaoning,Heilongjiang,and Tibet are decreasing.The main contributing factors of carbon emission efficiency in three major regions vary over time.Further,carbon emission efficiency in the eastern,central,and western regions all have absolute β convergence and conditional β convergence,indicating that different regions are developing toward their own goals and industry,yet regions with lower efficiency are catching up with those where with more efficient strategies in place.Finally,this paper proposes according recommendations. 展开更多
关键词 input-output model ML index CONVERGENCE carbon emission efficiency forest industry production
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Has EU ETS caused carbon leakage in the EU carbon-intensive industries?A study from the perspective of bilateral trade 被引量:1
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作者 Hui Zhou Jichuan Sheng 《Chinese Journal of Population,Resources and Environment》 2015年第2期132-138,共7页
Reducing carbon leakage is one of the important reasons that was put forward by the EU for their border adjustment tax proposal.However,there are not many empirical evidences supporting significant carbon leakage in t... Reducing carbon leakage is one of the important reasons that was put forward by the EU for their border adjustment tax proposal.However,there are not many empirical evidences supporting significant carbon leakage in the EU carbonintensive industries.This paper applied the structural breakpoint test for the time series of import and export of cement,aluminum,and steel between EU and China.No significant structural changes were detected in the import and export of cement and aluminum.However,there proved to be two breakpoints,i.e.,2003 and 2008,in the import and export of steel,in which at the second point the overall level of steel import increased.Furthermore,Granger causality test was applied to the carbon price from European Climate Exchange and the import and export of steel.It was found that the carbon price was the Granger cause for the changes of steel import,but not the Granger cause for the export.The results of the study showed that the impacts of EU ETS on the EU carbon-intensive industries were limited.Among the three industries,partial evidence of carbon leakage was only found in the steel industry.Therefore,reducing carbon leakage could not serve as a convincing justification for border adjustment tax. 展开更多
关键词 carbon leakage carbon-intensive industries EU ETS
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Geographical Agglomeration of Chinese Manufacturing Industries 被引量:1
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作者 Zhang Hua 1, 2, Zheng Wei3 1. Institute of Geographical Sciences and Natural Resources Research, Chinese Academy of Sciences, Beijing 100101, China 2. Graduate School of the Chinese Academy of Sciences, Beijing 100039, China 3. School of Geography, Beijing Normal University, Beijing 100875, China 《Chinese Journal of Population,Resources and Environment》 北大核心 2007年第2期3-11,共9页
Based on the plant level data from the First National Census of Basic Units, the Second National Census of Basic Units, and the First National Economic Census of China, this paper ex- amines the geographical agglomera... Based on the plant level data from the First National Census of Basic Units, the Second National Census of Basic Units, and the First National Economic Census of China, this paper ex- amines the geographical agglomeration of Chinese manufacturing industries at a more disaggregated level both by industrial classi-fication and spatial unit analysis. Applying the agglomeration index proposed by Maurel and Sedillot, studies show that the most agglomerated industries are resource-intensive, and capital and technology intensive while industries demanding localized inputs or serving localized markets or favored by local governments are fairly dispersed. The more disaggregated industries are more spa- tially agglomerated. At the finer spatial scale, industries are more dispersed. Results indicate that within-county spillovers are stronger than nearby-county spillovers, and within-prefecture spillovers are stronger than nearby prefecture spillovers. Local- ized spillovers are still quite substantial at a range beyond that of counties. Comparing the agglomeration index of Chinese manu- facturing industries in 1996, 2001 and 2004, agglomeration seems to be a general tendency. Results also indicate that some industries have experienced remarkable changes in their levels of agglom- eration in the period 1996–2004. 展开更多
关键词 industrial agglomeration manufacturing industries the MS index
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New Forms, Trends and Problems of Cultural and Creative Industries in China Today 被引量:2
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作者 Jin Yuanpu 《Contemporary Social Sciences》 2017年第5期139-155,共17页
A creative economy is one of the latest trends in the global cultural economic development, with innovation and creation being the driving force of the global economy and cultural practice. To transform cultural indus... A creative economy is one of the latest trends in the global cultural economic development, with innovation and creation being the driving force of the global economy and cultural practice. To transform cultural industries into cultural and creative industries, the priority is economic restructuring, and specifically upgrading low-end manufacturing through creation. From the Internet way of thinking to "Internet+," from theories to practice, high technologies represented by the Internet have deeply integrated with culture, thereby opening a new dimension of innovation and creation to enhance the dynamics of creative industries and a creative economy. The fast-growing maker movement is an excellent strategy for China to develop into a great country of originality. Core contents of this movement include facilitating national originality, achieving leaping development of originality of our cultural and creative industries, promoting Internet celebrity economy, VR, AR, and other new experiments and new forms. What should correspond to "Internet+" and "Maker space" is "Culture+". It is vital to notice that culture, esthetics and ethics are in fact missing in the development of our cultural and creative industries. 展开更多
关键词 creative industries creative economy maker movement Internet+ Culture+
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Analyzing the Role of Creative Industries in National Economy of Japan: 1995-2005 被引量:1
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作者 Ubaidillah Zuhdi 《Open Journal of Applied Sciences》 2014年第4期197-211,共15页
The purposes of this study are 1) to get another perspective related to the role of creative industries in national economy of Japan from 1995-2005 and 2) to know the ways to improve these sectors. This study employs ... The purposes of this study are 1) to get another perspective related to the role of creative industries in national economy of Japan from 1995-2005 and 2) to know the ways to improve these sectors. This study employs Input-Output (IO) analysis as a tool of analysis. More specifically, this study uses simple output multipliers and demand-pull IO quantity model. Comparison with previous study is conducted in order to achieve the first objective. Another perspective related to above role is obtained from this study, namely creative industries, using simple output multipliers method, did not have an important role in national economy of Japan in analysis period. The results also show that the patterns of total output of creative industries of Japan on future period are not identic. Nevertheless, these sectors have one similarity, namely the modification of import will decrease their total output. This phenomenon indicates that import restriction related to these sector’s products is needed. 展开更多
关键词 CREATIVE industries Perspective INPUT-OUTPUT Analysis IMPORT RESTRICTION JAPAN
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Historical Development in the Automotive Industries of Argentina and Turkey 被引量:1
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作者 SıtkıSelim Dolanay 《Journal of Sociology Study》 2021年第2期66-86,共21页
It is possible to say that the automotive industries of Argentina,Brazil,and Turkey are each developed as an assembly industry and show great similarities to each other in this context.Since the 1980s,the development ... It is possible to say that the automotive industries of Argentina,Brazil,and Turkey are each developed as an assembly industry and show great similarities to each other in this context.Since the 1980s,the development direction of the world automotive industry has been trying to make the country’s investment environment attractive for foreign international companies to produce in their countries in all three countries.However,with the 1980s,their adaptation to the flexible production system and other new technologies being implemented in the Japanese automotive industry took time,meaning that the learning time took a long time,and local contribution rates fell.This has made the slow development mechanism that has been going on since the past work even slower,and they have suffered the punishment for not being able to develop technologies in all three countries by falling behind in the automotive industry.In the 2000s,with technological advances in electric vehicles,when the use of electric vehicles began to become widespread,we can say that all three countries began to experience a new adaptation problem in the automotive industry more severely.In Turkey,this problem was experienced with all its weight along with the other country;in 2006,the policy of attracting foreign investment to the automotive industry was partially abandoned and the approach to producing domestic cars began to be considered,and in 2011,a decision was made to produce domestic cars.As of December 2019,a prototype of the domestic car has been produced by the automobile initiative group of Turkey and work has started for mass production.Thus,the problem of adaptation to the production of electric vehicles was desired to be overcome by moving to a new stage in the path of technology development.The South Korean automotive industry used this approach in the 1980s and was successful and soon gained the ability to develop technology.In order to see the success of the application of this method in Turkey,it is thought that it is necessary to wait for the result of the domestic car project. 展开更多
关键词 automotive industry lagging industries acquisition of technology development ability path dependency domestic automobile
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AN ANALYSIS OF RELEVANT CONDITIONS FOR DEVELOPING RESOURCE-TYPE INDUSTRIES IN CHINA
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作者 李文彦 《Chinese Geographical Science》 SCIE CSCD 1991年第2期15-26,共12页
Resource-type industries are significance in national economy in the initial stage of industrialization and urbanization in developing countries including China. China is abundant in energy resources, but their distri... Resource-type industries are significance in national economy in the initial stage of industrialization and urbanization in developing countries including China. China is abundant in energy resources, but their distribution is uneven. The prospect of iron and steel industry from the supply of iron ore and coal as well as nonferous metallurgical industry, and chemical industry, is discussed. Processing of agricultural product is an important component of resource-type industries, and the base of light industry. The current status of light industry and different potentials in China’s provinces are analysed. The author classifies all provinces into five types according to the spatial combination of minerals in China, and argues that four indicators have to be taken into account with regard to the appraisal of geographical position. 展开更多
关键词 resource-type industries energy RESOURCES industrial development
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Organic and Inorganic Mercury in Biological Samples of Flouresecent Lamp Industries Workers and Health Risks
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作者 Nayab GUL Sardar KHAN +3 位作者 Abbas KHAN Javed NAWAB Adnan SARWAR Nida GUL 《Biomedical and Environmental Sciences》 SCIE CAS CSCD 2020年第2期89-102,共14页
Objective The present study aims to investigate the concentrations of Hg and its aspects methyl mercury(Me-Hg)and inorganic mercury(I-Hg)in the biological samples(BSs)of fluorescent lamp industries workers(FLIWs).Meth... Objective The present study aims to investigate the concentrations of Hg and its aspects methyl mercury(Me-Hg)and inorganic mercury(I-Hg)in the biological samples(BSs)of fluorescent lamp industries workers(FLIWs).Methodology Different BSs including red blood cells(RBCs),plasma,urine,hair and nails were collected from the workers exposed to Hg and unexposed persons were selected as control group to measure both the T-Hg concentration as well as its species in different biological samples through quantitative analysis.Health data was collected through questionnaire survey.Results The mean concentrations of T-Hg(31.9μg/L),Me-Hg(27.7μg/L),and I-Hg(5.36μg/L)in RBCs were found significantly(P<0.001)higher among the workers(n=40)as compared to the control group(n=40).Similarly the mean Hg concentrations in plasma,urine,hair and nails were also significantly higher among the workers than the control group.The statistical relation between Hg concentration and demographic characteristics observed that workers experience and fish consumption has increased the Hg concentration while age,weight and smoking found no significant effect on Hg concentration in the BSs.Conclusion The study observed that the workers were highly exposed to high concentration of Hg and they are at a high health risk. 展开更多
关键词 MERCURY Health risk FLUORESCENT LAMP industries Regression DEMOGRAPHIC characteristics Biological SAMPLES
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Development of Rural Characteristic Industries under the Background of Beautiful Countryside——A Case Study of Wanan County of Jiangxi Province
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作者 Ying YU Ling MENG Peng ZHONG 《Asian Agricultural Research》 2019年第2期44-46,共3页
In this paper,Wanan County of Jiangxi Province was taken as an example to analyze the achievements and difficulties in the process of rural characteristic industries. In the context of beautiful countryside,it is nece... In this paper,Wanan County of Jiangxi Province was taken as an example to analyze the achievements and difficulties in the process of rural characteristic industries. In the context of beautiful countryside,it is necessary to maintain development advantages,transform development disadvantages,strengthen rural infrastructure construction,attract investment,vigorously introduce professional talents,explore more industrial models with the support of the government,and promote the stable and healthy development of characteristic industries. 展开更多
关键词 Beautiful COUNTRYSIDE Characteristic industries Wanan County of JIANGXI Province
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Statistics on Iron & Steel and Refractories Industries of China
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《China's Refractories》 CAS 2009年第3期53-54,共2页
关键词 230 Statistics on Iron Steel and Refractories industries of China 429
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Market Demand,Technological Innovation and Development of China's Strategic Emerging Industries
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作者 付永萍 马永 《Journal of Donghua University(English Edition)》 EI CAS 2017年第6期796-799,共4页
Strategic emerging industries have become an important engine of economic growth and main power to boost improvement.We gather panel data of 31 provinces and cities in China from 2003 to 2013,and empirically analyze t... Strategic emerging industries have become an important engine of economic growth and main power to boost improvement.We gather panel data of 31 provinces and cities in China from 2003 to 2013,and empirically analyze the impact of market demand,R&D investment,technology innovation and new products output on the development of China's strategic emerging industries. The results suggest the growing domestic and international market demands are main factors to the development of strategic emerging industries.R&D investment,technology innovation and new products output also play important roles in promoting the development of strategic emerging industries. The objective conclusions are obtained through theoretical and empirical analyses. 展开更多
关键词 market demand technological innovation strategic emerging industries
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Beyond^(TM)刀具使Mecon Industries公司获益
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《工具技术》 2009年第5期I0014-I0014,共1页
关键词 切削刀具 加工任务 Mecon industries公司 设计
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Statistics on Iron & Steel and Refractories Industries of China
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《China's Refractories》 CAS 2009年第2期50-54,共5页
关键词 EAF Statistics on Iron Steel and Refractories industries of China
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Corporate Social Responsibility in Controversial Industries or How to Fail Spectacularly
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作者 Davit Belkania 《Chinese Business Review》 2019年第3期19-24,共6页
The present study is a critical appraisal of corporate social responsibility(CSR)and the certain type of the industry players who manage to conceal their detrimental core businesses behind CSR fa?ade.Accordingly,the p... The present study is a critical appraisal of corporate social responsibility(CSR)and the certain type of the industry players who manage to conceal their detrimental core businesses behind CSR fa?ade.Accordingly,the paper explores existing controversies between theoretical understanding and practical implementation of CSR,as well as the failure of the legal framework concerning CSR reporting.The paper suggests the following as a remedy for the existing problems:denotational refinement of CSR from versatile to explicit,inclusion of constructive criticism through NGOs,the inception of common framework vis-à-vis CSR reporting,and ranking/monitoring of companies by third-party organizations. 展开更多
关键词 CSR controversial industries REPORTING
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