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Moderate scale and realization potential of new citrus-planting business entities in hilly and mountainous areas in China
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作者 ZHANG Xuan-yun ZHANG Shi-chao +3 位作者 LIU Jing-yu RAN Na ZHANG Xiang NING Qi-wen 《Journal of Mountain Science》 SCIE CSCD 2023年第8期2315-2343,共29页
The natural and economic conditions of agricultural resources vary greatly in China,especially in hilly and mountainous areas.The phenomenon of land fragmentation has become increasingly prominent,so that large-scale ... The natural and economic conditions of agricultural resources vary greatly in China,especially in hilly and mountainous areas.The phenomenon of land fragmentation has become increasingly prominent,so that large-scale operations cannot be fully achieved in a short period of time,and the centralized and continuous scale of operations cannot be realized in China.In addition,with increasingly strict farmland protection and agricultural land use control systems,the issues of nongrain production and nonagricultural cultivated land use have become increasingly restricted.Thus,it is quite necessary to determine the appropriate scale of operations and the means to achieve moderately scaled operations for the new business entities.On the basis of microsurvey data for 108 new citrus-planting business entities in the modern agricultural park in the Chongqing's Jiangjin District,an area with long citrus-planting history,we measured the moderate scale of new citrus-planting business entities to maximize profit using a translog growth model.According to the projection pursuit model,we evaluated the suitability conditions of citrus planting in garden land,woodland,grassland,and general cultivated land in the study area.We then explored the potential for new moderate-scale business entities within different farming radii.The results showed that large-scale planting conditions of citrus in garden land,forest land,grassland,and general cultivated land in the study area were suitable,and the proportion of high-suitable and mediumsuitable land was 73.42%.Under the existing social and economic conditions,the moderate scale of new citrus-planting business entities in the study area was 1.8–2.7 hm^(2).In particular,its rankings from large to small were agricultural enterprises(17.19–25.78 hm^(2)),farmer cooperatives(16.88–25.33 hm^(2)),big growers and breeders(6.39–9.59 hm^(2)),and family farms(5.02–7.53 hm^(2)).In the sample of 108 households,only 47.22%of the entities achieved moderate-scale operation,of which 25%of the entities achieved a scale greater than moderate operation.However,52.78%of the entities achieved a scale of less than moderate operation.These entities would have to transfer the surrounding adjacent garden land,forest land,grassland,or general cultivated land to achieve largescale land management.The land area of the adjacent gardens in a 1000 m farming radius could meet the moderate-scale operation demand of the vast majority of new business entities.For the vast majority of new business entities,the land area of the adjacent woodland,grassland,and general cultivated land could supplement the garden land to achieve moderate-scale operation in a 500 m farming radius.If the land area with moderate suitability and high suitability is prioritized,the land area in the adjacent gardens in the 1000 m farming radius could meet the moderate-scale operation demand for the vast majority of new business entities.Within the 500 m farming radius,the vast majority of new business entities have achieved moderate-scale operations if the land area adjacent to forest land,grassland,and general arable land was supplemented by gardens;however,a few entities could not achieve moderate-scale operations.From the village perspective,gardens were prioritized.Sixteen villages had planting areas and planting suitability that exceeded the average level of the study area,accounting for 23.53%.If combined with the reserve potential of the garden land,eight villages could improve their potential,accounting for 11.76%.Therefore,the conditions of large-scale citrus planting in the study area should be further improved,and the scale expansion of new citrus-planting business entities should receive additional scientific guidance. 展开更多
关键词 Land management Hilly and mountainous areas Agricultural business entities Moderate operation scale Agricultural land resources Realizing potential
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Optimization of Rural Governance Structure under the Development of New Agricultural Management Entities
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作者 Jun Wu Ling Jiang Chaolin Li 《Proceedings of Business and Economic Studies》 2023年第6期55-62,共8页
The positive impact of the development of new agricultural business entities and their institutional systems on the optimization of rural governance structures can be examined from various perspectives,including the s... The positive impact of the development of new agricultural business entities and their institutional systems on the optimization of rural governance structures can be examined from various perspectives,including the state,market,rural society,urban-rural relations,and grassroots governance structure in rural communities.The development of these new agricultural business entities has not only redefined but also restructured the power distribution and governance patterns in rural developing countries,markets,and villages.The rural social order has evolved into a ternary mutual structure governance pattern,often referred to as the“state market rural”model.This transformation has prompted adjustments in the national economic and social policy structure and management systems at both macro and micro levels.It has led to the reshaping of power dynamics,benefit distribution,and governance structures in both urban and rural areas,resulting in significant changes to the economic and social fabric of rural regions.Furthermore,the grassroots governance structure in rural society,characterized by“township governance and village governance,”is undergoing continuous development and improvement.This transition is marked by a shift towards a collaborative governance structure that encourages diverse participation.Building upon the aforementioned optimizations,the rural governance structure now exhibits new characteristics.These include a more extensive and diverse range of rural governance mechanisms,increased openness in governance processes,and a heightened synergy among various governance mechanisms.This dynamic evolution reflects a richer,more diverse,and more open approach to rural governance,fostering a stronger collaborative effort in the pursuit of effective governance. 展开更多
关键词 New agricultural business entities Rural governance Structural optimization
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《国际眼科杂志·IES》约稿启事
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《国际眼科杂志》 CAS 2024年第9期I0003-I0003,共1页
《国际眼科杂志》(International Eye Science,IES)是在世界卫生组织(WHO)和国际眼科学会(ICO)的指导和支持下,由中华医学会西安分会主办的国际性中英文混合版眼科专业学术期刊。中国标准连续出版物ISSN1672-5123,CN61-1419/R。本刊于2... 《国际眼科杂志》(International Eye Science,IES)是在世界卫生组织(WHO)和国际眼科学会(ICO)的指导和支持下,由中华医学会西安分会主办的国际性中英文混合版眼科专业学术期刊。中国标准连续出版物ISSN1672-5123,CN61-1419/R。本刊于2000年创刊,现为月刊。 展开更多
关键词 约稿启事 中华医学会 眼科学会 国际眼科杂志 连续出版物 专业学术期刊 ISSN ies
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《国际眼科杂志·IES》约稿启事
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《国际眼科杂志》 CAS 2024年第6期I0003-I0003,共1页
《国际眼科杂志》(International Eye Science, IES)是在世界卫生组织(WHO)和国际眼科学会(ICO)的指导和支持下,由中华医学会西安分会主办的国际性中英文混合版眼科专业学术期刊。中国标准连续出版物ISSN1672-5123,CN61-1419/R。本刊于2... 《国际眼科杂志》(International Eye Science, IES)是在世界卫生组织(WHO)和国际眼科学会(ICO)的指导和支持下,由中华医学会西安分会主办的国际性中英文混合版眼科专业学术期刊。中国标准连续出版物ISSN1672-5123,CN61-1419/R。本刊于2000年创刊,现为月刊。 展开更多
关键词 约稿启事 中华医学会 眼科学会 国际眼科杂志 连续出版物 专业学术期刊 ISSN ies
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《国际眼科杂志・IES》约稿启事
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《国际眼科杂志》 CAS 2024年第11期I0003-I0003,共1页
《国际眼科杂志》(International Eye Science, IES)是在世界卫生组织(WHO)和国际眼科学会(ICO)的指导和支持下,由中华医学会西安分会主办的国际性中英文混合版眼科专业学术期刊。中国标准连续出版物ISSN1672-5123,CN61-1419/R。本刊于2... 《国际眼科杂志》(International Eye Science, IES)是在世界卫生组织(WHO)和国际眼科学会(ICO)的指导和支持下,由中华医学会西安分会主办的国际性中英文混合版眼科专业学术期刊。中国标准连续出版物ISSN1672-5123,CN61-1419/R。本刊于2000年创刊,现为月刊。本刊已被中国科技核心期刊(中国科技论文统计源期刊)和中国医药卫生核心期刊、爱思唯尔《斯高帕斯(Scopus)》、《医学文摘(EM)》、美国《化学文摘(CA)》和瑞典《开放存取期刊目录(DOAJ)》等国内外权威性检索系统收录;并被评为陕西省精品科技期刊和陕西省高校精品期刊。据科技部中信所发布的《引证报告》,本刊综合评价总分连续多年位居全国核心期刊前三名。 展开更多
关键词 约稿启事 中华医学会 眼科学会 国际眼科杂志 连续出版物 专业学术期刊 ISSN ies
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《国际眼科杂志·IES》约稿启事
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《国际眼科杂志》 2024年第2期I0003-I0003,共1页
《国际眼科杂志》(International Eye Science,IES)是在世界卫生组织(WHO)和国际眼科学会(ICO)的指导和支持下,由中华医学会西安分会主办的国际性中英文混合版眼科专业学术期刊.中国标准连续出版物ISSN1672-5123,CN61-1419/R.本刊于200... 《国际眼科杂志》(International Eye Science,IES)是在世界卫生组织(WHO)和国际眼科学会(ICO)的指导和支持下,由中华医学会西安分会主办的国际性中英文混合版眼科专业学术期刊.中国标准连续出版物ISSN1672-5123,CN61-1419/R.本刊于2000年创刊,现为月刊. 展开更多
关键词 约稿启事 中华医学会 眼科学会 国际眼科杂志 连续出版物 专业学术期刊 ISSN ies
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《国际眼科杂志·IES》约稿启事
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《国际眼科杂志》 CAS 2024年第7期I0003-I0003,共1页
《国际眼科杂志》(International Eye Science,IES)是在世界卫生组织(WHO)和国际眼科学会(ICO)的指导和支持下,由中华医学会西安分会主办的国际性中英文混合版眼科专业学术期刊。中国标准连续出版物ISSN1672-5123,CN61-1419/R。本刊于2... 《国际眼科杂志》(International Eye Science,IES)是在世界卫生组织(WHO)和国际眼科学会(ICO)的指导和支持下,由中华医学会西安分会主办的国际性中英文混合版眼科专业学术期刊。中国标准连续出版物ISSN1672-5123,CN61-1419/R。本刊于2000年创刊,现为月刊。 展开更多
关键词 约稿启事 中华医学会 眼科学会 国际眼科杂志 连续出版物 专业学术期刊 ISSN ies
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《国际眼科杂志·IES》约稿启事
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《国际眼科杂志》 CAS 2024年第3期I0003-I0003,共1页
《国际眼科杂志》(Intrnational Eye Science,IES)是在世界卫生组织(WHO)和国际眼科学会(ICO)的指导和支持下,由中华医学会西安分会主办的国际性中英文混合版眼科专业学术期刊。中国标准连续出版物ISSN1672-5123,CN61-1419/R。本刊于200... 《国际眼科杂志》(Intrnational Eye Science,IES)是在世界卫生组织(WHO)和国际眼科学会(ICO)的指导和支持下,由中华医学会西安分会主办的国际性中英文混合版眼科专业学术期刊。中国标准连续出版物ISSN1672-5123,CN61-1419/R。本刊于2000年创刊,现为月刊。 展开更多
关键词 约稿启事 中华医学会 眼科学会 国际眼科杂志 连续出版物 专业学术期刊 ISSN ies
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Identification of structural entities in NdF_3-LiF melts with cryoscopic method 被引量:4
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作者 胡宪伟 王兆文 +3 位作者 高炳亮 石忠宁 刘凤国 包莫日根高娃 《Transactions of Nonferrous Metals Society of China》 SCIE EI CAS CSCD 2010年第12期2387-2391,共5页
Nd-F species in NdF3-LiF melts were studied using cryoscopic method.Liquidus temperatures of melts of various compositions were determined by differential thermal analysis(DTA).Based on the different model calculation... Nd-F species in NdF3-LiF melts were studied using cryoscopic method.Liquidus temperatures of melts of various compositions were determined by differential thermal analysis(DTA).Based on the different model calculations,NdF4- was identified as the most likely Nd-F entity in the melts in which the mole fraction of NdF3 was lower than 20%,considering only one single Nd species in the melt,and which was formed in accordance with Temkin model or Flood model.Then,activities of different components in the melts were researched.The results show that activity of LiF decreases,and that of NdF3 increases with increasing the mole fraction of NdF3.The value of activity coefficient of NdF3 is higher than 1,and that of LiF is lower than 1. 展开更多
关键词 structural entities NdF3-LiF melts cryoscopic method liquidus temperature
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Extraction and Evaluation of Knowledge Entities from Scientific Documents 被引量:2
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作者 Chengzhi Zhang Philipp Mayr +1 位作者 Wei Lu Yi Zhang 《Journal of Data and Information Science》 CSCD 2021年第3期1-5,共5页
As a core resource of scientific knowledge,academic documents have been frequently used by scholars,especially newcomers to a given field.In the era of big data,scientific documents such as academic articles,patents,t... As a core resource of scientific knowledge,academic documents have been frequently used by scholars,especially newcomers to a given field.In the era of big data,scientific documents such as academic articles,patents,technical reports,and webpages are booming.The rapid daily growth of scientific documents indicates that a large amount of knowledge is proposed,improved,and used(Zhang et al.,2021). 展开更多
关键词 KNOWLEDGE entities field.
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Number Entities Recognition in Multiple Rounds of Dialogue Systems 被引量:1
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作者 Shan Zhang Bin Cao +1 位作者 Yueshen Xu Jing Fan 《Computer Modeling in Engineering & Sciences》 SCIE EI 2021年第4期309-323,共15页
As a representative technique in natural language processing(NLP),named entity recognition is used in many tasks,such as dialogue systems,machine translation and information extraction.In dialogue systems,there is a c... As a representative technique in natural language processing(NLP),named entity recognition is used in many tasks,such as dialogue systems,machine translation and information extraction.In dialogue systems,there is a common case for named entity recognition,where a lot of entities are composed of numbers,and are segmented to be located in different places.For example,in multiple rounds of dialogue systems,a phone number is likely to be divided into several parts,because the phone number is usually long and is emphasized.In this paper,the entity consisting of numbers is named as number entity.The discontinuous positions of number entities result from many reasons.We find two reasons from real-world dialogue systems.The first reason is the repetitive confirmation of different components of a number entity,and the second reason is the interception of mood words.The extraction of number entities is quite useful in many tasks,such as user information completion and service requests correction.However,the existing entity extraction methods cannot extract entities consisting of discontinuous entity blocks.To address these problems,in this paper,we propose a comprehensive method for number entity recognition,which is capable of extracting number entities in multiple rounds of dialogues systems.We conduct extensive experiments on a real-world dataset,and the experimental results demonstrate the high performance of our method. 展开更多
关键词 Natural language processing dialogue systems named entity recognition number entity discontinuous entity blocks
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Target Entities of Total Quality Management Based on the New TQM and Three-Dimensional Unification Value Models 被引量:1
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作者 Kazuhiro Esaki 《Intelligent Information Management》 2015年第2期70-79,共10页
In recent years, the method of TQM (Total Quality Management) is widely recognized. However, contents of target entities for assessment are various, and it is very difficult to define the whole scope of TQM. On the ot... In recent years, the method of TQM (Total Quality Management) is widely recognized. However, contents of target entities for assessment are various, and it is very difficult to define the whole scope of TQM. On the other hand, it is very important to define the whole target entities of quality management about the TQM because lack of important target entities may cause significant risk of loss in future. Furthermore, target entities of TQM should correspond to needs and priority of an objective requirement and that should be based on the consideration of basic principle of quality management. In the previous study, we have proposed the “framework of new TQM” of assessment for a total quality management of organizations based on the original concept of “TQM matrix”. On the other hand, we have proposed the view point of “Three-Dimensional Unification Value Models” for an evaluation of system product. Therefore, in this paper, we propose the target entities of whole assessment of quality management of organization totally based on the consideration of “New TQM framework” and the view point of “Three-Dimensional Unification Value Models”. Also, this paper proposes the result of verification based on the result of comparison between proposed target entities of assessment and American Malcolm Baldrige Prize for Performance Excellence. 展开更多
关键词 TARGET ENTITY TQM TQM Matrix QUALITY Assurance QUALITY Improvement Static RISK MANAGEMENT Dynamic RISK MANAGEMENT Investment MANAGEMENT Project MANAGEMENT
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Analysis on Function Orientation and Development Countermeasures of New Agricultural Business Entities 被引量:1
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作者 Wang Yang Wang Yan 《Journal of Northeast Agricultural University(English Edition)》 CAS 2016年第2期82-88,共7页
Along with the rapid advance of industrialization and urbanization process, fostering new agricultural business entities become inevitable for agricultural transformation and the construction of agricultural moderniza... Along with the rapid advance of industrialization and urbanization process, fostering new agricultural business entities become inevitable for agricultural transformation and the construction of agricultural modernization in China. The status of the new agricultural business entities determines the level of modern agricultural development. In recent years, new agricultural business entities have grew rapidly. However, there are still many problems including the difficulties in financing loans, inadequate agricultural insurance system, bad implementation of agricultural subsidies, jagged agricultural talents and so on. In order to foster new agricultural business entities, countermeasures should be carried out to ensure financial support, perfect the agricultural insurance, strengthen the level of agricultural subsidies, strive to develop the degree of specialization agricultural operators and so on. 展开更多
关键词 new type agricultural business entities restrictive factor function orientation
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Shape Similarity Measures of Linear Entities 被引量:1
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作者 ZhangQiaopin LIDeren 《Geo-Spatial Information Science》 2002年第2期62-67,共6页
The essential of feature matching technology lies in how to measure the similarity of spatial entities.Among all the possible similarity measures,the shape similarity measure is one of the most important measures beca... The essential of feature matching technology lies in how to measure the similarity of spatial entities.Among all the possible similarity measures,the shape similarity measure is one of the most important measures because it is easy to collect the necessary parameters and it is also well matched with the human intuition.In this paper a new shape similarity measure of linear entities based on the differences of direction change along each line is presented and its effectiveness is illustrated. 展开更多
关键词 feature matching similarity measures of spatial entities shape analysis differences of direction change
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The Relevance of International Financial Reporting Standards for Small and Medium-Sized Entities (IFRS for SMEs) in Swaziland 被引量:1
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作者 Seedwell Tanaka Muyako Sithole 《Journal of Modern Accounting and Auditing》 2015年第8期383-402,共20页
The purpose of this study is to explore the relevance of adopting International Financial Reporting Standards (IFRS) for small and medium-sized entities (SMEs) in Swaziland. The study further seeks to determine if... The purpose of this study is to explore the relevance of adopting International Financial Reporting Standards (IFRS) for small and medium-sized entities (SMEs) in Swaziland. The study further seeks to determine if IFRS for SMEs can be the solution to better reporting by local SMEs. There has been a growing need for different reporting standards for small firms and big firms over the years due to the unique challenges and attributes they face especially in the area of financial reporting. This research is based on a statistical analysis of questionnaires completed by accountants from SMEs in Swaziland as well as other stakeholders who have a direct or an indirect interest in the financial statements of SMEs. These stakeholders included audit firms and the financial institutions. The sampling rate of 10% was applied across each industry to come up with a sample of 60 SMEs. Furthermore, a 100% sampling rate on the other stakeholders was applied. These were nine financial institutions and eight audit finns. The findings from the study revealed that SMEs in Swaziland are having challenges with the current reporting framework but to some extent, the framework is suitable. Most SMEs are not aware of IFRS for SMEs, therefore the accounting profession in Swaziland (SIA) has a huge role to play in training auditors and accountants in the country. Overall, IFRS for SMEs is applicable in Swaziland. 展开更多
关键词 RELEVANCE International Financial Reporting Standards (IFRS) small and medium-sized entities (SMEs)
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数据库查询中LINQ to Entities应用研究 被引量:4
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作者 郭睿志 边力 +1 位作者 谭龙丹 杨纯宇 《软件导刊》 2014年第1期122-124,共3页
Entity Framework是微软自.NET 3.5后力推的数据访问技术,其中的LINQ to Entities提供了查询关系数据库中的实体模型方式。主要介绍了使用LINQ to Entities进行数据库查询的不同方法,以及每种方法涉及到的查询语言的语法和程序调用的方... Entity Framework是微软自.NET 3.5后力推的数据访问技术,其中的LINQ to Entities提供了查询关系数据库中的实体模型方式。主要介绍了使用LINQ to Entities进行数据库查询的不同方法,以及每种方法涉及到的查询语言的语法和程序调用的方法,并对这些方法的使用场景、执行效率进行了比较。 展开更多
关键词 LINQ LINQ to entities 数据访问 数据库查询 存储过程
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Research on Financial Support for the New Types of Agricultural Management Entities from the Perspective of the Rural Revitalization Strategy 被引量:1
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作者 Wang Rui Zhou Yingheng Huang Deyuan(翻译) 《Contemporary Social Sciences》 2020年第6期23-41,共19页
Both the escape from the predicament of traditional financial support in rural areas and the cultivation of new types of agricultural management entities underlie,at a micro level,the improvement of a new-type of agri... Both the escape from the predicament of traditional financial support in rural areas and the cultivation of new types of agricultural management entities underlie,at a micro level,the improvement of a new-type of agricultural management system,and offer an important guarantee for the implementation of a rural revitalization strategy.In reference to the demands of carrying out reform,activating factors,invigorating entities and stimulating markets during the implementation of this rural revitalization strategy,we are applying a financing preference theory that infers and analyzes the excessive preference for new-type agricultural management entities(family farms,specialized farmer cooperatives,specialized large family farms,and modern agricultural enterprises)regarding government subsidies(quasi-equity financing).Our analysis has identified crucial factors in the issue and predicts that government subsidies(quasi-equity financing)will crowd out financial support funding(quasi-debt financing),and we offer empirical proof obtained through statistical modeling.As our results indicate,financing costs,free cash flows,and the perceived income adequacy(PIA)of new-type agricultural management entities all have significant influence upon decision-making for debt financing by such entities.Therefore,with the concrete contents of the formulation of policies concerning the financial support for rural agricultural strategy,one not only needs to consider the further decrease of financing costs,but also should take into account both the designing of cash flow mechanism in the process of paying both principal and interest,and the improvement of bankruptcy rules for agricultural management entities to accelerate the transformation of family farms,specialized farmer cooperatives,and specialized large family farms,towards modern agricultural enterprises.Meanwhile,upgrades to the supply chains of the agriculture industry,improvements to the construction of the rural financial information system,building an accounting system that meets the requirements of the rural revitalization strategy,and giving full play to the policies for financial support,which assume an important role in activating factors and markets during the implementation of the rural revitalization strategy,are also anticipated. 展开更多
关键词 rural revitalization strategy new-type agricultural management entities financing costs financial support
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Comparative Analysis and Cultivation of New Agricultural Business Entities Based on Comparison of Family Farms and Professional Cooperatives
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作者 Fang YANG Xingxi LIU Yingliang ZHANG 《Asian Agricultural Research》 2014年第7期52-57,65,共7页
Cultivating new bussiness entities is the key to speeding up improving new agricultural production and operating system.This study discussed two representative entities under the agricultural production and operating ... Cultivating new bussiness entities is the key to speeding up improving new agricultural production and operating system.This study discussed two representative entities under the agricultural production and operating system based on household contract management,namely,family farms and cooperatives.It introduced current development status of these two entities in Chongqing region,and discussed prominent problems of understanding,management,fund,personnel,technology,information,and system in the development process.In line with common problems such as single production structure and short supply of agricultural insurance,and different problems like organizational degree,it made comparative analysis.Finally,it is concluded that different institutional arrangement and pertinent support policy according to different development characteristics. 展开更多
关键词 NEW bussiness ENTITY FAMILY farms Cooperatives Cul
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Operation and Innovation of Software Engineering Education for Very Small Entities
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作者 Xue Han Jianyong Yu 《计算机教育》 2018年第12期70-74,共5页
This paper illustrates some exploration and innovation of software engineering education for VSEs under the background of Chinese "double first-class" new situation and new engineering subject, including aca... This paper illustrates some exploration and innovation of software engineering education for VSEs under the background of Chinese "double first-class" new situation and new engineering subject, including academic strategy, curriculum system, ability training, teaching methods, project practice, and so on. Based on the actual situations and characteristics of Hunan University, this paper focuses on some undergraduate education practice, so that students can adapt software engineering development in VSEs with ISO/IEC 29110 series of standards and guides. 展开更多
关键词 SOFTWARE engineering EDUCATION very SMALL entities TEACHING methods project PRACTICE ISO/IEC 29110
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Sequence Validation Based Extraction of Named High Cardinality Entities
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作者 Khamisi Kalegele Hideyuki Takahashi +2 位作者 Kazuto Sasai Gen Kitagata Tetsuo Kinoshita 《International Journal of Intelligence Science》 2012年第4期190-202,共13页
One of the most useful Information Extraction (IE) solutions to Web information harnessing is Named Entity Recognition (NER). Hand-coded rule methods are still the best performers. These methods and statistical method... One of the most useful Information Extraction (IE) solutions to Web information harnessing is Named Entity Recognition (NER). Hand-coded rule methods are still the best performers. These methods and statistical methods exploit Natural Language Processing (NLP) features and characteristics (e.g. Capitalization) to extract Named Entities (NE) like personal and company names. For entities with multiple sub-entities of higher cardinality (e.g. linux command, citation) and which are non-speech, these systems fail to deliver efficiently. Promising Machine Learning (ML) methods would require large amounts of training examples which are impossible to manually produce. We call these entities Named High Cardinality Entities (NHCEs). We propose a sequence validation based approach for the extraction and validation of NHCEs. In the approach, sub-entities of NHCE candidates are statistically and structurally characterized during top-down annotation process and guided to transformation into either value types (v-type) or user-defined types (u-type) using a ML model. Treated as sequences of sub-entities, NHCE candidates with transformed sub-entities are then validated (and subsequently labeled) using a series of validation operators. We present a case study to demonstrate the approach and show how it helps to bridge the gap between IE and Intelligent Systems (IS) through the use of transformed sub-entities in supervised learning. 展开更多
关键词 ENTITY Recognition Supervised Learning SEQUENCE VALIDATION Intelligent Systems TEXT MINING
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