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Application and Research of Folk Music Composition Based on Artificial Intelligence Technology 基于人工智能技术的民乐作曲应用与研究
Pub Date : 2020-06-30 DOI: 10.6914/tpss.202006_2(2).0004
Lianshun Liu
Music is one of the important forms of human emotion expression. Using artificial methods and technologies to allow the machine to quickly identify optical scores and real-time music sounds, through the inference and optimization of music emotion models, obtain human music emotion expression patterns, and actively complete human-machine collaboration with intelligent composition, and other related services. The development of multi-source perception of affective artificial intelligence has important research value and practical significance. This article mainly integrates multiple models of existing artificial intelligence models (typed music models, Markov chain models, genetic algorithm models, neural network models, etc.) to improve the rule knowledge to form a practical and effective hybrid model. Its innovation lies in combining formulas and matrix data combinations to intelligently compose non-note units (reproducing structures) in automatic composition, so as to achieve harmony, audibility and intelligence of music.
音乐是人类情感表达的重要形式之一。利用人工方法和技术,让机器快速识别光学乐谱和实时音乐声音,通过对音乐情感模型的推理和优化,获得人类音乐情感表达模式,并积极完成人机协作与智能作曲等相关服务。情感人工智能多源感知的发展具有重要的研究价值和现实意义。本文主要集成现有人工智能模型的多个模型(类型化音乐模型、马尔可夫链模型、遗传算法模型、神经网络模型等),完善规则知识,形成实用有效的混合模型。它的创新之处在于结合公式和矩阵数据组合,在自动作曲中智能地创作非音符单元(再现结构),从而达到音乐的和谐、可听性和智能化。
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引用次数: 0
Current Situation Analysis and Course System Optimization of Cross-border E-commerce Courses in Zhejiang Universities 浙江高校跨境电子商务课程现状分析及课程体系优化
Pub Date : 2020-03-30 DOI: 10.6914/tpss.202003_2(1).0001
Leifang Hu, YiRu Li
With the rapid development of cross-border e-commerce, colleges and universities have offered relevant courses to train cross-border e-commerce talents. This study investigates Ningbo Institute of ×× in Zhejiang University, Zhejiang Financial ×× College, Zhejiang ×× College and ×× College of Hangzhou Normal University and analyzes the current arrangement for curriculum in cross-border e-commerce. Combining with the reality of talent demand in cross-border e-commerce industry, this paper puts forward some ideas and suggestions on the optimization of cross-border e-commerce curriculum system,thus to provides constructive suggestions for offering courses related to cross-border e-commerce personnel training in Zhejiang Province, and also provides theoretical guidance for talent cultivation in cross-border e-commerce .
随着跨境电商的快速发展,高校纷纷开设相关课程,培养跨境电商人才。本研究以浙江大学宁波学院××、浙江金融学院××、浙江××学院和杭州师范大学××学院为调查对象,分析了目前跨境电子商务专业课程设置的现状。本文结合跨境电商行业人才需求的现实,对跨境电商课程体系的优化提出了一些思路和建议,从而为浙江省开设跨境电商人才培养相关课程提供建设性意见,也为跨境电商人才培养提供理论指导。
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引用次数: 0
Path of Personnel Training of Industrial Engineering Specialty by University-Enterprise Cooperation under the Emerging Engineering Education 新兴工程教育下的校企合作工业工程专业人才培养路径
Pub Date : 2020-03-30 DOI: 10.6914/tpss.202003_2(1).0002
Juntian Zhou, Lixin Qiu
Based on the guiding ideology and core concept of the emerging engineering, this paper analyzes the contradiction between supply and demand in the cultivation of industrial engineering professionals from the perspective of social demand through the questionnaire, and put forward the path of personnel Training of industrial engineering specialty of "two platforms and three centers" integrating industry and education based on "s-t-c" model, the level of industrial engineering talents training can be comprehensively improved through the measures of double-wheel drive, multi-dimensional construction, integration of industry and education and cross-boundary training of colleges and enterprises. Finally, the paper puts forward the guarantee measures for the construction and reform of industrial engineering teaching system.
基于新兴工程的指导思想和核心理念,通过问卷调查,从社会需求的角度分析工业工程专业人才培养中的供需矛盾,提出了基于“s-t-c”模式的“两平台三中心”产教结合的工业工程专业人才培养路径。通过双轮驱动、多维度建设、产教融合、校企跨界培训等措施,全面提升工业工程人才培养水平。最后,提出了工业工程教学体系建设与改革的保障措施。
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引用次数: 0
Farmers’ participation intention of e-commerce and and its influencing factors in poor areas——based on the planning behavior theory 贫困地区农民电子商务参与意愿及其影响因素——基于计划行为理论
Pub Date : 2019-12-31 DOI: 10.6914/tpss.201912_1(2).0003
Gong Gao, Jianqiang Gu
Under the development trend of "Internet +", e-commerce poverty alleviation has become a new way to promote the implementation of China's targeted poverty alleviation strategy and improve the effectiveness of poverty alleviation. Based on the planning behavior theory and the multi-group structure equation, the main factors influencing the participation intention of rural households in poor areas are analyzed. The results show that farmers' behavior attitude, subjective norms and perceived behavior control are the main factors influencing their participation in e-commerce. It is found that there are some differences in subjective norms and perceived behavioral control between farmers whose revenue structure are different.
在“互联网+”的发展趋势下,电商扶贫已成为推动中国精准扶贫战略实施、提高扶贫成效的新途径。基于规划行为理论和多群体结构方程,分析了影响贫困地区农户参与意愿的主要因素。结果表明,农民的行为态度、主观规范和感知行为控制是影响其参与电子商务的主要因素。研究发现,不同收入结构的农户在主观规范和感知行为控制方面存在一定差异。
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引用次数: 0
Rural Complex: New Motive for Targeted Poverty Alleviation in the Poor Ethnic Mountain Areas 农村综合体:民族贫困山区精准扶贫的新动力
Pub Date : 2019-12-31 DOI: 10.6914/tpss.201912_1(2).0006
Yukun Guo, Tao Wu
The Rural Complex is a new rural development mode which integrates circular agriculture, creative agriculture and farming experience. It provides new opportunities and motives for targeted poverty alleviation in poor ethnic mountain areas, and is also a new economic growth point for poverty alleviation in poor areas. Taking Yongshun County as an example, this paper analyses the great significances of the rural complex to the impoverished mountainous areas from the aspects of economy, politics, culture and ecology, and puts forward five concepts of the construction of the rural complex: protecting the interests of farmers, industrial integration, innovation, ecology-based and coordinated development, and choosing the construction mode and profit-making mode. Some suggestions on the development of rural complex in Yongshun County were put forward in terms of functional areas division and development principles.
农村综合体是集循环农业、创意农业、务农体验为一体的新型农村发展模式。它为民族贫困山区精准扶贫提供了新的机遇和动力,也是贫困地区扶贫新的经济增长点。本文以永顺县为例,从经济、政治、文化、生态等方面分析了农村综合体对贫困山区的重大意义,提出了农村综合体建设的五大理念:保护农民利益、产业融合、创新、生态协调发展、选择建设模式和盈利模式。从功能区划分和开发原则等方面对永顺县农村综合体的开发提出了建议。
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引用次数: 0
Potential Analysis of Tomato Paste Export from Xinjiang to Kazakhstan 新疆番茄酱出口哈萨克斯坦潜力分析
Pub Date : 2019-12-31 DOI: 10.6914/tpss.201912_1(2).0001
Jingjing Wang, W. Xiong, Dan Zhang
Ketchup is the most important agricultural product exported by Xinjiang in China, and the main market is in Kazakhstan. Exploring the export potential of Xinjiang Xinjiang to Kazakhstan ketchup will help enterprises to formulate scientific and rational export strategies and effectively promote the healthy development of agricultural trade for the government. for reference. Based on the export data of Xinjiang tomato to Kazakhstan in 2009-2017, this paper uses three exponential smoothing methods to predict the export potential of Xinjiang Xinjiang to tomato ketchup, and analyzes the development of China's Xinjiang and Kazakhstan ketchup trade. The results showed that: (1) The export quantity of tomato ketchup in Xinjiang showed an overall upward trend, but the export value was declining; the structure of export ketchup had changed, but the export of canned tomato ketchup still accounted for a large proportion. (2) China's Xinjiang ketchup has problems in production of Kazakhstan, such as insufficient production standards, low added value of products, lack of well-known brand names, low grades of export products, and green trade barriers. (3) Proposing suggestions for increasing scientific research and technological innovation, extending the industrial chain, and adjusting the industrial structure.
番茄酱是中国新疆最重要的出口农产品,主要市场在哈萨克斯坦。挖掘新疆新疆对哈番茄酱的出口潜力,有助于企业制定科学合理的出口战略,为政府有效促进农产品贸易的健康发展。供参考。本文以2009-2017年新疆番茄对哈萨克斯坦的出口数据为基础,采用三种指数平滑法预测新疆对番茄酱的出口潜力,并对中国新疆和哈萨克斯坦番茄酱贸易的发展进行分析。结果表明:(1)新疆番茄酱出口数量总体呈上升趋势,但出口值呈下降趋势;出口番茄酱的结构发生了变化,但罐装番茄酱的出口仍占较大比重。(2)中国新疆番茄酱在哈萨克斯坦生产中存在生产标准不高、产品附加值低、缺乏知名品牌、出口产品档次低、绿色贸易壁垒等问题。(3)提出加大科技创新力度、延伸产业链、调整产业结构的建议。
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引用次数: 0
Practice Ability Cultivating of Applied Undergraduate Business Talents ——Taking South China Business College as an Example 应用型本科商科人才实践能力培养——以华南商学院为例
Pub Date : 2019-12-31 DOI: 10.6914/tpss.201912_1(2).0004
Haixian Xia, Manyuan Jiang
It is of great significance to strengthen college students' practice ability. Practice training will effectively combine theory and practice which will help college students better understand and adapt the society. Practice ability cultivating is also the goal of college talent education. In this paper, it started with the connotation of practice ability and analyzed the current main problems existing in practice ability cultivating in applied colleges. According to the practice of practice ability cultivation in South China Business College, it puts forward several suggestions: Based on the motivation of talent cultivation, it is concluded that the tutors and students should realize the importance of practice ability, applied colleges should work hard at attracting high-level qualified faculty, establish the standard of practice teaching system, and set up a college-enterprise bridge by establishing a college-enterprise cooperation committee.
加强大学生的实践能力具有十分重要的意义。实践训练将理论与实践有效地结合起来,有助于大学生更好地了解和适应社会。实践能力的培养也是高校人才教育的目标。本文从实践能力的内涵入手,分析了目前应用型高校实践能力培养中存在的主要问题。根据华南商学院实践能力培养的实践,提出了以下几点建议:从人才培养的动机出发,认为导师和学生要认识到实践能力的重要性,应用型院校要努力吸引高水平的师资队伍,建立规范的实践教学体系,建立校企合作委员会,架起校企合作的桥梁。
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引用次数: 0
Research on the Transformation of China’s Services Trade Development Mode Based on Export Value Added 基于出口增加值的中国服务贸易发展方式转变研究
Pub Date : 2019-06-30 DOI: 10.6914/tpss.201906_1(1).0001
Ting-Cih Chen, Yu Xie, Qiang Sun
The development in the trade in services sector is an important way to achieve the transformation of foreign trade development mode of China. However, with the rapid growth of the total value of China's service trade, the export structure has been gradually optimized. The absolute value added of exports has increased rapidly and performed well in countries along the “One Belt And One Road” still, it is highly dependent on a few developed countries and low-technology industries. In particular, the value added rate has been at a low level for a long time, and the development mode of service trade urgently needs to be changed. Therefore, based on the identities of export value added, the marginal Contribution of each index to the Change of value added is measured by the decomposition of Shapley value. The results show that per Capita GDP is the main driving factor for the Change of value added and is relatively stable, but it has been surpassed by the services employment-population after the year of 2013; the Contribution of the national economies technology density and the technical strength of the export sector to the added value of service exports is slight and unstable, and there is a strong negative correlation between them. Therefore, increasing the export of services to the countries along the “Belt and Road”, enhancing the domestic business environment, and improving the quality of the employment-population in the service industry will help accelerate the transformation of China's service trade development mode.
发展服务贸易是实现中国对外贸易发展方式转变的重要途径。然而,随着中国服务贸易总值的快速增长,出口结构逐步优化。“一带一路”沿线国家出口绝对增加值增长较快,表现良好,但对少数发达国家和低技术含量产业的依赖程度较高。特别是我国服务贸易增值率长期处于较低水平,急需转变服务贸易发展方式。因此,基于出口增加值的身份,通过Shapley值分解来衡量各指标对出口增加值变化的边际贡献。结果表明:人均GDP是增加值变化的主要驱动因素,且相对稳定,但2013年后已被服务业就业人口超越;国民经济技术密度和出口部门技术实力对服务出口增加值的贡献较小且不稳定,两者之间存在较强的负相关关系。因此,增加对“一带一路”沿线国家的服务出口,改善国内营商环境,提高服务业就业人口素质,有利于加快中国服务贸易发展方式的转变。
{"title":"Research on the Transformation of China’s Services Trade Development Mode Based on Export Value Added","authors":"Ting-Cih Chen, Yu Xie, Qiang Sun","doi":"10.6914/tpss.201906_1(1).0001","DOIUrl":"https://doi.org/10.6914/tpss.201906_1(1).0001","url":null,"abstract":"The development in the trade in services sector is an important way to achieve the transformation of foreign trade development mode of China. However, with the rapid growth of the total value of China's service trade, the export structure has been gradually optimized. The absolute value added of exports has increased rapidly and performed well in countries along the “One Belt And One Road” still, it is highly dependent on a few developed countries and low-technology industries. In particular, the value added rate has been at a low level for a long time, and the development mode of service trade urgently needs to be changed. Therefore, based on the identities of export value added, the marginal Contribution of each index to the Change of value added is measured by the decomposition of Shapley value. The results show that per Capita GDP is the main driving factor for the Change of value added and is relatively stable, but it has been surpassed by the services employment-population after the year of 2013; the Contribution of the national economies technology density and the technical strength of the export sector to the added value of service exports is slight and unstable, and there is a strong negative correlation between them. Therefore, increasing the export of services to the countries along the “Belt and Road”, enhancing the domestic business environment, and improving the quality of the employment-population in the service industry will help accelerate the transformation of China's service trade development mode.","PeriodicalId":340131,"journal":{"name":"Theory and Practice of Social Science","volume":"34 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-06-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123988275","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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Theory and Practice of Social Science
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