2021 5th Annual International Conference on Data Science and Business Analytics (ICDSBA)最新文献_第7页

Research on the Function of Automatic Evaluation of English Grades Based on Data Mining 基于数据挖掘的英语成绩自动评价功能研究

2021 5th Annual International Conference on Data Science and Business Analytics (ICDSBA) Pub Date : 2021-09-01 DOI: 10.1109/ICDSBA53075.2021.00020

Tingyong Deng

引用次数: 0

Study of China’s OFDI Efficiency on RCEP Member Countries-Based on DEA-Malmqiust Index 基于DEA-Malmqiust指数的中国对RCEP成员国对外直接投资效率研究

2021 5th Annual International Conference on Data Science and Business Analytics (ICDSBA) Pub Date : 2021-09-01 DOI: 10.1109/ICDSBA53075.2021.00107

Jinyao Zang

{"title":"Study of China’s OFDI Efficiency on RCEP Member Countries-Based on DEA-Malmqiust Index","authors":"Jinyao Zang","doi":"10.1109/ICDSBA53075.2021.00107","DOIUrl":"https://doi.org/10.1109/ICDSBA53075.2021.00107","url":null,"abstract":"As RECP (Regional Comprehensive Economic Partnership Agreement) was signed smoothly, China's investment efficiency on RECP member countries has drawn much attention. According to the panel data of China's direct investment in 14 RECP member countries from 2011 to 2019, this essay uses the DEA-Malmquist index model to conduct a comprehensive assessment of investment efficiency along with its changes. The study reveals that the efficiency of China’s investment in other member states generally shows an upward trend, and the investment efficiency of different countries varies. China’s investment efficiency on 11 countries has shown an upward trend while the remaining three countries shows a downward trend. The efficiency of OFDI (Outward Foreign Direct Investment) is affected by the host country’s economic development, market size, the political relationship between China and the host country, economic and trade relations and other factors. Meanwhile, during the assessment period, China's investment efficiency on the 14 RECP member countries shows a fluctuating upward trend (up by 3%). In the past three years, comprehensive technical efficiency has been the main factor restricting the progress of efficiency. To promote the efficient and sustainable development of Chinese investment in RECP member countries, this paper provides relevant suggestions.","PeriodicalId":154348,"journal":{"name":"2021 5th Annual International Conference on Data Science and Business Analytics (ICDSBA)","volume":"6 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131146557","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}

引用次数: 0

The Consumption Behaviour of Short Video Users and Its Influencing Factors 短视频用户的消费行为及其影响因素

2021 5th Annual International Conference on Data Science and Business Analytics (ICDSBA) Pub Date : 2021-09-01 DOI: 10.1109/ICDSBA53075.2021.00051

Ziqian Zhao, Weilun Huang

{"title":"The Consumption Behaviour of Short Video Users and Its Influencing Factors","authors":"Ziqian Zhao, Weilun Huang","doi":"10.1109/ICDSBA53075.2021.00051","DOIUrl":"https://doi.org/10.1109/ICDSBA53075.2021.00051","url":null,"abstract":"The purpose of the article discusses the consumption behaviour, influencing factors and personal factors of short video users through literature review, expert interviews and research results. Among the consumption behaviour, it studies herd mentality, blind mentality, impulsive mentality and experiential consumption. Among the influencing factors, it studies advertisements, live commerce, community effects and consumption reasons. At the same time, it also studies the influence of personal factors on short video users' consumption behaviour. Whether short video users consume in short video platform and how much does a person cost has a significant positive correlation with advertisements, live commerce, the community effects and consumption reasons; Incomes in personal factors have a positive significant influence on monthly cost; The consumption reasons in short video platforms, consuming in short video platform (TikTok), consuming in short video platform (Kwai) and advertisements on consumption behaviour significantly affect whether short video users consume. The consumption reasons and the geographic location significantly affect the monthly cost of short video users.","PeriodicalId":154348,"journal":{"name":"2021 5th Annual International Conference on Data Science and Business Analytics (ICDSBA)","volume":"4 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115326308","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}

引用次数: 0

Analysis of Multi-factor Stock Market Choice Portfolio Model Based on Regression 基于回归的多因素股票市场选择组合模型分析

2021 5th Annual International Conference on Data Science and Business Analytics (ICDSBA) Pub Date : 2021-09-01 DOI: 10.1109/ICDSBA53075.2021.00053

Yinhong Shi

引用次数: 1

The Reconstruction and Motion Capture of Human Three Dimesion Based on Viedo Technology 基于Viedo技术的人体三维重建与运动捕捉

2021 5th Annual International Conference on Data Science and Business Analytics (ICDSBA) Pub Date : 2021-09-01 DOI: 10.1109/ICDSBA53075.2021.00108

Peng Wei

引用次数: 0

Research on Airport Passenger Service Quality Evaluation System Based on Four Characteristics Airport Development Concept 基于机场发展理念的机场旅客服务质量评价体系研究

2021 5th Annual International Conference on Data Science and Business Analytics (ICDSBA) Pub Date : 2021-09-01 DOI: 10.1109/ICDSBA53075.2021.00048

Wan Jing

引用次数: 0

Research on the New Crisis and Countermeasures of College Students' Interpersonal Relationship in the New Media Era 新媒体时代大学生人际关系的新危机及对策研究

2021 5th Annual International Conference on Data Science and Business Analytics (ICDSBA) Pub Date : 2021-09-01 DOI: 10.1109/ICDSBA53075.2021.00115

Xiao Bo

引用次数: 0

Establishment and Application of Multi-level Control Mechanism for Key Quality Node of Co-production Volume Package Based on Principal Component Analysis 基于主成分分析的合产批量封装关键质量节点多级控制机制的建立与应用

2021 5th Annual International Conference on Data Science and Business Analytics (ICDSBA) Pub Date : 2021-09-01 DOI: 10.1109/ICDSBA53075.2021.00021

Mingjun Wang, Huali Zheng, Xin Sheng

{"title":"Establishment and Application of Multi-level Control Mechanism for Key Quality Node of Co-production Volume Package Based on Principal Component Analysis","authors":"Mingjun Wang, Huali Zheng, Xin Sheng","doi":"10.1109/ICDSBA53075.2021.00021","DOIUrl":"https://doi.org/10.1109/ICDSBA53075.2021.00021","url":null,"abstract":"Under the existing tobacco monopoly system, due to the existence of the index of \"cigarette plan\", each tobacco industry enterprises in the actual business process, will encounter the problem of \"there is no brand plan or no market plan\". Under the environment of prominent macroeconomic downward pressure, increasing fiscal and taxation pressure, industrial production and sales scale, total tax and profit and other economic indicators have been at a high level, cooperative production is gradually facing stage problems such as \"increasing development pressure, brand development stock segmentation, cooperation enthusiasm is not high\". Under the background of the construction of modern tobacco economic system by the National Bureau and the comprehensive implementation of lean management, Zhejiang China Tobacco is committed to studying how to optimize the cooperative production process, improve efficiency, and make the cooperative production supply chain more adapt to the rapidly changing market demand. Study how to achieve mutual benefit and win-win situation of both parties in cooperation, and coordinate development in the improvement of product quality and the optimization of control level of partners. Through long-term continuous quality improvement activities, the quality control level of the cooperative production process has been improved in an orderly way.","PeriodicalId":154348,"journal":{"name":"2021 5th Annual International Conference on Data Science and Business Analytics (ICDSBA)","volume":"8 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127372108","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}

引用次数: 0

Analyzing Factors Driving Cross-border RMB Settlement based on Panel Data of 65 Countries via Heckman Two-step and Panel Regression Models 基于65个国家面板数据的人民币跨境结算驱动因素分析——基于Heckman两步和面板回归模型

2021 5th Annual International Conference on Data Science and Business Analytics (ICDSBA) Pub Date : 2021-09-01 DOI: 10.1109/ICDSBA53075.2021.00088

Yang‐Chao Wang, Jui‐Jung Tsai, Xinsheng Lu

{"title":"Analyzing Factors Driving Cross-border RMB Settlement based on Panel Data of 65 Countries via Heckman Two-step and Panel Regression Models","authors":"Yang‐Chao Wang, Jui‐Jung Tsai, Xinsheng Lu","doi":"10.1109/ICDSBA53075.2021.00088","DOIUrl":"https://doi.org/10.1109/ICDSBA53075.2021.00088","url":null,"abstract":"In this paper, the Heckman two-step and panel regression models are applied to analyze panel data of cross-border receipts and payments of RMB in 65 countries along the \"Belt and Road\" from 2013 to 2018, with a view of researching the driving factors of cross-border RMB settlement. The recent years have witnessed rapid growth of cross-border RMB receipts and payments, which plays a vital role in bilateral trade and significantly accelerated the process of RMB internationalization. The results of this study show that signing of currency swap and free trade agreements and the GDP of a country significantly promotes its utilization of RMB as the currency for receipts and payments of cross-border trade activities. Further, countries that are geographically closer to China are more likely to use RMB as the settlement currency. However, the influence of a factor varies across countries from different regions along the \"Belt and Road\". For example, China’s GDP has different effects on RMB settlement in East Europe and West Asia, indicating that RMB internationalization should be promoted based on regional characteristics.","PeriodicalId":154348,"journal":{"name":"2021 5th Annual International Conference on Data Science and Business Analytics (ICDSBA)","volume":"174 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114341681","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}

引用次数: 0

Joint Analysis of Stock Price Predictive Models Using Past Stock Values and Public Sentiments on Twitter 利用Twitter上的过去股票价值和公众情绪联合分析股价预测模型

2021 5th Annual International Conference on Data Science and Business Analytics (ICDSBA) Pub Date : 2021-09-01 DOI: 10.1109/ICDSBA53075.2021.00098

Yuetian Hu

引用次数: 0