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Research status and application of artificial intelligence large models in the oil and gas industry
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作者 LIU He REN Yili +6 位作者 LI Xin DENG Yue WANG Yongtao CAO Qianwen DU Jinyang LIN Zhiwei WANG Wenjie 《Petroleum Exploration and Development》 SCIE 2024年第4期1049-1065,共17页
This article elucidates the concept of large model technology,summarizes the research status of large model technology both domestically and internationally,provides an overview of the application status of large mode... This article elucidates the concept of large model technology,summarizes the research status of large model technology both domestically and internationally,provides an overview of the application status of large models in vertical industries,outlines the challenges and issues confronted in applying large models in the oil and gas sector,and offers prospects for the application of large models in the oil and gas industry.The existing large models can be briefly divided into three categories:large language models,visual large models,and multimodal large models.The application of large models in the oil and gas industry is still in its infancy.Based on open-source large language models,some oil and gas enterprises have released large language model products using methods like fine-tuning and retrieval augmented generation.Scholars have attempted to develop scenario-specific models for oil and gas operations by using visual/multimodal foundation models.A few researchers have constructed pre-trained foundation models for seismic data processing and interpretation,as well as core analysis.The application of large models in the oil and gas industry faces challenges such as current data quantity and quality being difficult to support the training of large models,high research and development costs,and poor algorithm autonomy and control.The application of large models should be guided by the needs of oil and gas business,taking the application of large models as an opportunity to improve data lifecycle management,enhance data governance capabilities,promote the construction of computing power,strengthen the construction of“artificial intelligence+energy”composite teams,and boost the autonomy and control of large model technology. 展开更多
关键词 foundation model large language mode visual large model multimodal large model large model of oil and gas industry pre-training fine-tuning
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Exploration of the Talent Cultivation Model for the Integration of Industry and Education in University Asset Evaluation
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作者 Bing Gao 《Proceedings of Business and Economic Studies》 2024年第4期93-98,共6页
During the 14th Five Year Plan period,the main task of talent team construction in China’s asset appraisal industry was to develop innovative talent training models.Therefore,this article focuses on the talent cultiv... During the 14th Five Year Plan period,the main task of talent team construction in China’s asset appraisal industry was to develop innovative talent training models.Therefore,this article focuses on the talent cultivation model of integrating industry and education in asset evaluation in universities,systematically summarizes the theoretical and practical significance of research on asset evaluation talent cultivation models in universities,and explores the construction measures of asset evaluation talent cultivation models based on the integration of industry and education that meet social needs and the development of the times[1].At the same time,the strategy of constructing a deep integration talent training system was explored,guided by the integration of industry and education,to cultivate asset evaluation composite talents with strong practical skills.The aim is to provide a reference for improving the quality of asset evaluation professionals in China and promoting the development of asset evaluation talent training models. 展开更多
关键词 Integration of industry and education Asset evaluation Talent training mode
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The Impact of The Three-Dimensional Cultivation Model on the Development of the Suzhou Tea Industry:Estimating Value of Output Per Acre and Diversified Sales Models
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作者 Shan Hao 《Proceedings of Business and Economic Studies》 2024年第3期126-132,共7页
This article explores the impact of the three-dimensional cultivation mode on the development of the Suzhou tea industry,focusing on the diversified estimation of the value of output per acre and sales mode.It introdu... This article explores the impact of the three-dimensional cultivation mode on the development of the Suzhou tea industry,focusing on the diversified estimation of the value of output per acre and sales mode.It introduces the history and traditional cultivation practices of tea in Suzhou,as well as the current challenges and problems faced by the industry.An in-depth analysis was conducted on the overview and improvement plans of the three-dimensional cultivation mode,covering relevant technical methods.Based on this analysis,the impact of the three-dimensional cultivation on the value of output per acre was studied and predicted.Its potential and advantages were explored and compared with the effectiveness of traditional cultivation models.Additionally,the impact of the three-dimensional cultivation mode on sales was analyzed,examining its market adaptability and competitiveness,as well as its advantages in expanding sales channels and market coverage.The study also focused on the promoting effect of diversified sales models on the Suzhou tea industry,including direct consumption market development,tea processing product development and promotion,and the integration of tea culture and the tourism industry.To ensure sustainable development,the article evaluates the environmental impact,economic feasibility,social benefits,and farmer benefits of the three-dimensional cultivation model.Finally,the prospects for the development of the Suzhou tea industry were discussed,and the positioning and response strategies of the threedimensional cultivation model were proposed. 展开更多
关键词 Suzhou tea industry Stereoscopic cultivation mode Value of output per acre Sales model DIVERSIFICATION
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Industrial Poverty Alleviation Model in Deep Poverty-stricken Villages in the Dry-hot Valley of Jinsha River: A Case Study of Poverty Alleviation in the Green Prickleyash Planting Industry in Laopingzi Village,Luquan County 被引量:1
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作者 Meiqi SHAO Zisheng YANG 《Asian Agricultural Research》 2019年第6期59-63,70,共6页
Industrial poverty alleviation is the core of poverty alleviation in rural areas of China,and it is the fundamental way for the rural poor to achieve stable income and poverty alleviation. Laopingzi Village,Jiaopingdu... Industrial poverty alleviation is the core of poverty alleviation in rural areas of China,and it is the fundamental way for the rural poor to achieve stable income and poverty alleviation. Laopingzi Village,Jiaopingdu Town,Luquan County,Kunming County,Yunnan Province,located in the dry-hot valley area of Jinsha River,has become a typical deep poverty-stricken village due to its special natural conditions.In recent years,in the battle to win the fight against poverty,the people of Laopingzi Village have achieved a virtuous cycle of the ecological environment and an access to get rid of poverty and get rich through vigorously developing green prickleyash planting industry. By the end of 2018,the incidence of poverty in Laopingzi Village Committee dropped from 45. 62% in 2014 to 1. 11%,and the green prickleyash planting industry had achieved remarkable results in poverty alleviation. This article summarizes the specific practices of developing the green prickleyash planting industry in the village,analyzes the main results and successful experiences of the mode and discusses the inspiration of the implementation of green prickleyash cultivation on industrial poverty alleviation,so as to provide an effective practical example for the development and poverty alleviation of poverty-stricken areas. 展开更多
关键词 INDUSTRIAL poverty alleviation Green prickleyash Characteristic PLANTING mode DEEP POVERTY-STRICKEN VILLAGE Dry-hot valley area of Jinsha River
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Analysis of China's tobacco industry competition modes in the government monopoly environment
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作者 李天飞 孙林岩 《Hunan Agricultural Science & Technology Newsletter》 2004年第1期14-17,共4页
China is by far the largest producer of tobacco products in the world. As a big tax source, tobacco industry brings about 10%of China's annual income.At present tobacco industry is under the administrative monopol... China is by far the largest producer of tobacco products in the world. As a big tax source, tobacco industry brings about 10%of China's annual income.At present tobacco industry is under the administrative monopoly management in China. The nation's policy and management mechanism greatly influence the competition structure of tobbacco industry. Due to the double character of tobacco, the country generally imposes a high tax and limits total product output in order to control the tobacco market. Therefore, the price signal of tobacco market is distorted and to a large extent the competition of the industry is far from a free one. The cigarette production is in a multi element competition style within the nation's planning system. In other words, administrative monopoly and over competition exist simultaneously in China's tobacco industry. The country predetermines the output quota of each cigarette manufacturing enterprise and the actual production outputs of these enterprises could be adjusted through the quota trades among them. The competition in tobacco industry is mainly represented in 3 modes, i.e.production output competition based on quota trades, value added competition in producing and marketing, and the niche market competition based on product classification. 展开更多
关键词 tobacco industry competition mode monopoly management over competition quota trade value added
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Development Mode and Countermeasures of Paeonia suffruticosa Andr Industrialization 被引量:2
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作者 白晔 齐天真 《Agricultural Science & Technology》 CAS 2016年第9期2212-2215,共4页
The research introduced Paeonia suffruticosa industry from market demand, value and adaptability and its characteristics, providing references for Paeonia suffruticosa industrialization from product aspect. Finally, i... The research introduced Paeonia suffruticosa industry from market demand, value and adaptability and its characteristics, providing references for Paeonia suffruticosa industrialization from product aspect. Finally, its development models were proposed, as well as countermeasures, providing suggestions and countermeasures for Paeonia suffruticosa industry. 展开更多
关键词 Paeonia suffruticosa Andr Industrial mode Countermeasures and suggestions
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On the Innovation of Marketing Channel Modes of China's Seed Industry 被引量:1
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作者 Bican LUO Yunhai FU +1 位作者 Chunxia LUO Ya Zhu 《Asian Agricultural Research》 2015年第5期5-8 13,13,共5页
In China,the seed industry has fierce competition. The situation of homogeneous management and homogeneous products is serious. A key problem is simple and outmoded marketing channel of seed. It threatens sustainable ... In China,the seed industry has fierce competition. The situation of homogeneous management and homogeneous products is serious. A key problem is simple and outmoded marketing channel of seed. It threatens sustainable development of seed enterprises. At present,the two-level distribution channel of seed industry has problems of similarity,low access threshold,and unfair benefit distribution,and thus urgently needs innovation. The innovation of distribution channel is inevitable requirement for promoting reorganization of China's seed industry and building of new order,is necessary weapon for dealing with trans-national seed industry competition,is essential measure for lifting the overall service level of seed industry,and is also essential means for conforming to stage development of China's agriculture. The innovation of seed marketing channel should consider changes of future agricultural development,deep-level demand of industrial market and services,scitech development level,fair distribution of industrial profit,and differentiated competition. It is recommended that channel innovation should follow the flat principle,have new and unique conception,give full play connection advantage of marginal industry,realize complementary advantages and mutual promotion,strengthen service awareness,combine with agricultural development trend,and seek sci-tech innovation of channel carrier- variety. 展开更多
关键词 SEED industry MARKETING CHANNEL mode INNOVATION
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Current Situation and Mode of Talent Training in Marine Cultural Industry Based on Collaborative Innovation of Governments,Enterprises,Colleges,Scientific Institutions and Users 被引量:1
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作者 Qu Qunzhen Wang Wenjing 《Meteorological and Environmental Research》 CAS 2017年第3期32-35,共4页
Based on the present situation of talent training in marine cultural industry,the collaborative innovation mechanism of governments,enterprises,colleges,scientific institutions and users was used to construct the mode... Based on the present situation of talent training in marine cultural industry,the collaborative innovation mechanism of governments,enterprises,colleges,scientific institutions and users was used to construct the mode of talent training in marine cultural industry. It is needed to give full play to the active roles of governments,enterprises,colleges,scientific institutions and users in the training of marine cultural talents,develop training mode of innovative scientific and technological talents,speed up the construction of collaborative innovation ability of marine cultural talents,and improve the efficiency of talent training. 展开更多
关键词 Governments enterprises colleges scientific institutions and USERS Collaborative innovation MARINE cultural industry Talent training mode
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The Mode of Promoting Industrial Targeted Poverty Alleviation through Land Circulation in Western Mountainous Region of China——A Case Study of Luquan Yi and Miao Autonomous County in Yunnan Province 被引量:1
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作者 Jing LIU Zisheng YANG +4 位作者 Ying XIONG Yanbo HE Chonghui LU Yimei HE Renyi YANG 《Asian Agricultural Research》 2019年第2期68-79,共12页
In the industrial targeted poverty alleviation,land circulation is a key process. Based on the national strategy of targeted poverty alleviation,this paper combined the industrial development of targeted poverty allev... In the industrial targeted poverty alleviation,land circulation is a key process. Based on the national strategy of targeted poverty alleviation,this paper combined the industrial development of targeted poverty alleviation with land circulation. According to the field survey on the current situation of land circulation and promotion of the industrial poverty alleviation in the typical project area of Zhongping Village in Zhongping Town and Jiaowuying Village in Jiulong Town in Luquan Yi and Miao Autonomous County in Yunnan Province,located in the high mountain canyon area of Jinsha River in the upper reaches of the Yangtze River in the west of China. This paper summarized and analyzed the organization and operation mechanism,basic practices and main results of the land circulation and promotion of industrial poverty alleviation model in the typical project area of the county. It also summarized the innovation and successful experience of the model,and then came up with measures to further promote the implementation of the model,so as to provide necessary reference for the implementation of land circulation and industrial targeted poverty alleviation for the poverty-stricken counties in Yunnan Province and similar provinces( cities,regions). 展开更多
关键词 TARGETED POVERTY alleviation Land circulation Industrial POVERTY alleviation mode Luquan YI and MIAO AUTONOMOUS COUNTY
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The Theoretical Explanation of Non-ecological Economic Qualities of the Development Mode of Industrial Civilization:An Analysis Based on the Critical Perspective 被引量:1
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作者 Shengwang ZHANG Lingxia GUO 《Meteorological and Environmental Research》 CAS 2021年第6期16-23,共8页
The development mode of industrial civilization has created huge material wealth for human society,but at the same time the severe ecological problems that have arisen from it have made human civilization fall into th... The development mode of industrial civilization has created huge material wealth for human society,but at the same time the severe ecological problems that have arisen from it have made human civilization fall into the dispersion of unsustainable development.The industrialized development mode has obvious non-ecological economic qualities,which are specifically manifested in the destruction of the ecological economy relationship between nature and mankind,the emergence of cracks of metabolism between nature and mankind,the unbalanced development of the social productive forces and the natural productive forces,and the functioning of one-way linear non-circular economy.Under the trend of ecological evolution of human civilization,the industrial civilization will be replaced by the ecological civilization,and then the industrial economic development mode will be transformed into the ecological economic development mode.As a result,the predicament of once unsustainable development has been gradually dispersed and human civilization enters a beautiful new era of coordinated development of economic society and natural ecology. 展开更多
关键词 Industrial civilization Development mode Non-ecological economic qualities TRANSFORMATION Ecological civilization
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Comparison and Selection of Organization Modes in Edible Fungus Industry of Shandong Province
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作者 Yanxiang GE Jilian HU Zhijian GUO 《Asian Agricultural Research》 2013年第11期33-37,共5页
China is the largest producer and exporter of edible fungus in the world,and Shandong is the largest producer of edible fungus in China.This study is intended to select suitable organization mode for edible fungus ind... China is the largest producer and exporter of edible fungus in the world,and Shandong is the largest producer of edible fungus in China.This study is intended to select suitable organization mode for edible fungus industry of Shandong Province.On the basis of types and characteristics of existing edible fungus production modes in China,it is concluded that Shandong Province should take following measures:(1)giving priority to development of integrated organization mode;(2)steadily promoting park and factory mode in economically developed regions;(3)developing circular agriculture in regions with solid foundation of agriculture and animal husbandry.Finally,it puts forward following recommendations:(1)speeding up construction of standardization and information platform for edible fungus industry;(2)improving quality of personnel engaged in edible fungus industry;(3)bringing into play driving effect of leading enterprises;(4)developing and introducing deep processing enterprises. 展开更多
关键词 EDIBLE FUNGUS industry ORGANIZATION mode
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Impact of Small-scale Production Mode on Citrus Industry of Hunan Province,China——Based on the Investigation on Citrus Industry in Shimen County
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作者 HU Zhi-dan1,WANG Kui-wu2,BO Xin1,TAN Jie2 1.College of Humanities,Hunan Agricultural University,Changsha 410128,China 2.Department of Scientific Research,Hunan Agricultural University,Changsha 410128,China 《Asian Agricultural Research》 2010年第3期38-40,共3页
Small-scale farmer is defined by the domestic and foreign experts and scholars.They point out that since the fragmentation of production and the diseconomy of scale in small-scale farmer is inconsistent with the chara... Small-scale farmer is defined by the domestic and foreign experts and scholars.They point out that since the fragmentation of production and the diseconomy of scale in small-scale farmer is inconsistent with the characteristics of scale and technology of modern agricultural production,it is necessary to eliminate the adverse effects of existing mode in order to provide theoretical references for the relevant researches.Citrus industry in Shimen County,Hunan Province,China is introduced from the aspects of natural geographical condition and socio-economic benefit.Impact of small-scale production mode on citrus production in Shimen County is discussed.Firstly,blindness of small-scale production is the main reason leading to overproduction of citrus.Secondly,small-scale production mode has limitation on the acceptance of new technologies,restricts the operation of geographical trademark,and constraints the enthusiasm of enterprises in entering the agricultural field.Finally,suggestions are put forward,such as encouraging the circulation of rural land,improving the organization degree of farmers,changing the work function of grass-roots government and perfecting the agricultural financial credit system. 展开更多
关键词 SMALL-SCALE PRODUCTION mode CITRUS industry Geogra
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Interest Sharing Mode of Fruit Industrialization from the Perspective of Enterprise
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作者 YANG Qing-sheng 《Asian Agricultural Research》 2010年第2期27-29,共3页
Firstly,connotation of fruit industrialization is introduced,pointing out that fruit leading enterprise is an important vector of the operation of fruit industrialization,as well as the economic entity for the market ... Firstly,connotation of fruit industrialization is introduced,pointing out that fruit leading enterprise is an important vector of the operation of fruit industrialization,as well as the economic entity for the market exploitation,production and processing,and service offering of fruit industry.Secondly,advantages and disadvantages of the three typical interest sharing modes during fruit industrialization are analyzed from the perspective of benefit sharing.In the organizational mode of "leading enterprise + fruit farmer" in contractual relationship,fruit enterprise plays a major role and is at a dominant position in the negotiation;while fruit farmer is at a relatively weak position,which has seriously frustrated the enthusiasm of fruit farmers.In the organizational mode of "specialized market + fruit farmer" in market transaction relationship,due to the restriction of certain factors,few agricultural enterprises participate in this mode;while fruit farmers are at a relatively weak position.Therefore,this mode can hardly promote the development of industrialization.In the organizational mode of "specialized agricultural association or cooperative + fruit farmer" in cooperative organization pattern,specialized association or cooperative protects the interests of fruit farmers,but neglects the interests of fruit enterprises.Finally,the vertical-horizontal integrated mode is put forward based on the development experience of the world and the actual situation of China,so as to provide guidance and reference for the fruit industrialization in China. 展开更多
关键词 Fruit Industrialization Organization mode Interest sharing China
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The Reform and Exploration of Application Oriented Undergraduate Talent Training Mode Under the Background of Industrial 4.0
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作者 Xiaoqiong Zuo Jianping Jia +1 位作者 RongZhang Hongxia Wu 《International Journal of Technology Management》 2016年第6期20-21,共2页
Under the background of industrial 4.0, due to the emergence of intelligent factory, end-to-end digital network can better service to create intelligent products, procedures and process, and able to manage complex thi... Under the background of industrial 4.0, due to the emergence of intelligent factory, end-to-end digital network can better service to create intelligent products, procedures and process, and able to manage complex things, and manufacture products more effi ciently. In industrial 4.0 era, people and technology constant interaction becomes possible. People will be the variable instead of constant in the production process. Each producer is likely to provide creative contributions to the fi nal shape of the individualized product, instead of changing mechanically a few innovators design into product. Therefore, exploring the industrial background of applied talents training mode, cultivating real talents to meet the needs of the intelligent technology become the priority of the development of advanced manufacturing technology under the background of industrial 4.0. 展开更多
关键词 industry 4.0 APPLICATION ORIENTED UNDERGRADUATE TALENT training mode
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Research on Development Mode of Industrial Circular Economy of Country
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作者 LI Pei-zhe 《International English Education Research》 2014年第3期123-125,共3页
In recent years, the Industrial economy of country although maintained a high growth rate, but most industry which is still extensive economic growth mode. This paper taking Dong'e County as an example, discusses the... In recent years, the Industrial economy of country although maintained a high growth rate, but most industry which is still extensive economic growth mode. This paper taking Dong'e County as an example, discusses the idea of circular economy in industrial applications, in the analysis of Situation and the existence questions of Dong'e County Industrial Development Present, pushing forward circular eco-industrial development inevitability, Preliminary design of Dong'e County recycling ecological industry development mode. 展开更多
关键词 COUNTRY circular economy ecological industry idevelopment mode.
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Research on the Combination Mode of Modem Product and Industrial Design under the Green Design Background
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作者 Liying Wu 《International Journal of Technology Management》 2016年第3期57-59,共3页
In this paper, we conduct research on the combination mode of the modern product and the industrial design under the green design background. Our enterprises must set up the industrial design as the basis of the new m... In this paper, we conduct research on the combination mode of the modern product and the industrial design under the green design background. Our enterprises must set up the industrial design as the basis of the new mechanism, treatment of product, enterprise and market to trinity, cannot be indifferent to a certain aspect, to every aspect, to attach importance to technology, hard management talents, on the basis of industrial designers should play the role of soft energetically. Industrial design should have good adhesive property, product, enterprise and market more harmonious, more closely linked, creation of the technical performance, reasonable internal structure, a novel appearance, low production cost, a profound cultural products, for the enterprise to bring the most lucrative business profits, and make the market more prosperous more standardized. Under this background, we propose the novel combination pattern that holds special meaning. 展开更多
关键词 Combination mode Product and Industrial Design Green Design Trend.
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Impact of Korean Cultural Industry Development and Mode of Operation on the Chinese Cultural Industry Development
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作者 Haichun QIU 《International Journal of Technology Management》 2015年第6期69-71,共3页
In the 21st century, the South Korean government is to develop its own cultural industries, and it has achieved great results. Since the administration of President Chun Doo-hwan, it started the Korean government for ... In the 21st century, the South Korean government is to develop its own cultural industries, and it has achieved great results. Since the administration of President Chun Doo-hwan, it started the Korean government for the development of cultural industry that has formulated a series of policies, laws and regulations, which is the development of Korean culture industry that has played a positive role in promoting. By analyzing the current development of cultural industries in Korea, Korean culture industry can be seen with the following characteristics in the development process, ie government-led industrial policy and cultural economic and non-economic nature of double and capital, talent and technology for the development of cultural industries powered. Successful experience in development and operation of Korean culture of industry development has an important enlightenment on China' s cultural industry. 展开更多
关键词 Cultural Industries ENLIGHTENMENT Development Status the mode of Operation
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New Thinking of Traditional Industry Development under the New Economic Condition——Classification of the Industry by the Management Mode of Nike
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作者 Xiao Wan Jingjing Ran 《Chinese Business Review》 2005年第3期69-71,共3页
This paper has announced the arrival of new economic era through an analysis of Nike's management mode. The traditional industry classification can't meet demands of industry development. We should inherit and impro... This paper has announced the arrival of new economic era through an analysis of Nike's management mode. The traditional industry classification can't meet demands of industry development. We should inherit and improve traditional economy in order to adapt to the development demand of new economy. 展开更多
关键词 management mode classification of the industry ranges in industry intellectual product
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Development Mode and Recommendations for Industrialization of Tropical Agricultural Science and Technology
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作者 Meihuan QIU Minxia LIN +2 位作者 Xiaodong ZHANG Hongyi ZHANG Zhunian WANG 《Asian Agricultural Research》 2014年第12期26-27,30,共3页
Industrialization of tropical agricultural science and technology is an essential part of tropical agricultural technological innovation.This paper firstly analyzed development mode of industrialization of tropical ag... Industrialization of tropical agricultural science and technology is an essential part of tropical agricultural technological innovation.This paper firstly analyzed development mode of industrialization of tropical agricultural science and technology in Chin and then came up with recommendations for developing industrialization of tropical agricultural science and technology. 展开更多
关键词 INDUSTRIALIZATION of TROPICAL AGRICULTURAL SCIENCE
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Poverty Alleviation Mode by Developing Sorghum Planting Industry in Dry-hot Valley Areas of Jinsha River in China:Taking Luquan Yi and Miao Autonomous County of Yunnan Province as an Example
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作者 Renyi YANG Zisheng YANG 《Asian Agricultural Research》 2019年第10期57-61,共5页
There are many state-level poverty-stricken counties in the dry-hot valley areas of Jinsha River in China,with a wide range of poverty and extreme degree of poverty.The industry-supporting poverty alleviation ranks fi... There are many state-level poverty-stricken counties in the dry-hot valley areas of Jinsha River in China,with a wide range of poverty and extreme degree of poverty.The industry-supporting poverty alleviation ranks first in the"five batches"of China's targeted poverty alleviation strategy.The practice of planting in Luquan County since 2017 shows that the valleys and slopes on the dry-hot valley areas of Jinsha River with an altitude above 1800 m have wide land suitable for sorghum planting,and suitable for introduction and planting.In recent years,the county has adopted the mode of enterprise+government+cooperative+poor household,introduced the Langzhitang wine factory,developed sorghum planting with large-scale,industrialized and specialized features to achieve stable income growth for the poor,and significant results have been achieved.Based on many field surveys,household surveys,and interviews with county and village leaders,this paper analyzes the specific practices and main effects of the county's poverty alleviation model by developing sorghum planting industry,aiming to provide necessary reference for the targeted poverty alleviation and poverty alleviation in similar areas of Yunnan Province and other provinces. 展开更多
关键词 Dry-hot valley area industry-supporting POVERTY alleviation SORGHUM PLANTING POVERTY mode Luquan COUNTY
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