{"title":"Application of SVM, Decision Tree and Logistic Regression Algorithm in Stock Classification and Prediction","authors":"L. Xiaojie, Liao Aihong","doi":"10.2991/aebmr.k.210917.011","DOIUrl":"https://doi.org/10.2991/aebmr.k.210917.011","url":null,"abstract":"This paper uses three data mining algorithms, support vector machine, decision tree and logical regression, to establish the stock classification prediction model. The paper compares and analyzes the prediction effect of the three models, and summarizes the relationship between the financial indicators of listed companies and their stock intrinsic investment value.The results show that: (1) among the three prediction models, logistic regression model has the best performance, followed by support vector machine model, and decision tree model has the worst performance.(2) The significant influencing factors of stock intrinsic investment value include the actual operation ability, profitability and the continuity and stability of operation. The conclusion of this paper can provide a basis for stock investors to make investment decisions.","PeriodicalId":371105,"journal":{"name":"Proceedings of the 2021 International Conference on Financial Management and Economic Transition (FMET 2021)","volume":"22 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129914421","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}
{"title":"Venture Capital Decision Based on POC Framework","authors":"Yuze Gao, Ziqian Weng, Menghan Yu","doi":"10.2991/aebmr.k.210917.046","DOIUrl":"https://doi.org/10.2991/aebmr.k.210917.046","url":null,"abstract":"Venture capital investment is considered a high-risk, high-return asset class. It helps enterprises, especially start-ups, to broaden the business and increase company value. In this article, we research to evaluate the investment valuation of Trans Tech, a state-owned company working in the ETC industry. Firstly, we analyze the main business and profit situation to look into its operation conditions and development prospect. Then it comes to the key point in our research: Competition analysis with POCD framework. In our investigation of the company from three perspectives (people, opportunity, and context), the framework has shown its advantages for its requirement to understand plentiful information about the company, such as its establishment background, developing history, and present operation management. We find out it has a professional and mature core team, a bright market prospect, and strong and stable policy support, a crucial factor of ETC. And through the POC framework, it comes out that Trans Tech has merits that outweighed its demerits. Therefore, we decided to invest in the IPO of the company.","PeriodicalId":371105,"journal":{"name":"Proceedings of the 2021 International Conference on Financial Management and Economic Transition (FMET 2021)","volume":"191 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128192579","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}
{"title":"Research on Northeast Sichuan Under the Background of Rural Revitalization","authors":"Hanfang Xiao, Wei Wu","doi":"10.2991/aebmr.k.210917.026","DOIUrl":"https://doi.org/10.2991/aebmr.k.210917.026","url":null,"abstract":"If the country wants to revitalize, the countryside must be revitalized. Under the background of the continuous deepening implementation of the national rural revitalization strategy, it is necessary to accelerate the development of rural revitalization industry and drive the rapid improvement of rural economy by industry. Based on the countryside with unique tourism potential, this paper builds models according to different resource categories, accurately divides and positions the countryside suitable for tourism development, deeply excavates the traditional culture and unique resources, constructs the strategy selection model, and puts forward scientific strategy suggestions. Through comprehensive application, the rural tourism industry can revitalize the rural economy from many aspects and promote it as experience.","PeriodicalId":371105,"journal":{"name":"Proceedings of the 2021 International Conference on Financial Management and Economic Transition (FMET 2021)","volume":"2014 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125638596","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}
Hong Chen, J. Tan, Jiajia Wu, Jinxian Huang, Ximei Chen
{"title":"Study on the Development of Rural Complex Under the Background of Rural Revitalization Strategy","authors":"Hong Chen, J. Tan, Jiajia Wu, Jinxian Huang, Ximei Chen","doi":"10.2991/aebmr.k.210917.075","DOIUrl":"https://doi.org/10.2991/aebmr.k.210917.075","url":null,"abstract":"This paper studies the development of rural complex under the background of rural revitalization strategy, and analyzes the development bottleneck in the comprehensive embodiment stage of rural revitalization based on the general requirements of the rural revitalization strategy, so as to improve agricultural economic development, stimulate new vitality in rural development, and promote rural lifestyle ecology. The strategy and suggestions for the development of pastoral complexes are put forward for the development of rural areas, such as urbanization, sustainability and rural","PeriodicalId":371105,"journal":{"name":"Proceedings of the 2021 International Conference on Financial Management and Economic Transition (FMET 2021)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129246278","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}
{"title":"Research of the Risk and Profitability of Community Group Purchasing in the Context of New Retail Economy","authors":"Boxiong Li, B. Lin, Runying Zhu","doi":"10.2991/aebmr.k.210917.012","DOIUrl":"https://doi.org/10.2991/aebmr.k.210917.012","url":null,"abstract":"With the development of e-commerce, several forms of consumption appeared. Group purchasing is one of the forms of online shopping, which defines purchasing grocery in community groups from retail business by e-commerce ways. This paper will illustrate the properties of group purchasing and conclude the development process of group purchasing by researches. Then, it is going to discuss the risk and profitability of group purchasing nowadays by the methods of literature research, case study, and comparative analysis. Firstly, index analysis of the risk and profitability of community group-buying is the next part of the discussion, which is based on Dingdong (Cayman) Limited. Secondly, the category of risks will be given, which generally includes three main risks, competitional Risk, Financial Risk, and Operational Risk. The aim is to form a solution to benefit these two factors. Finally, the result of the research can be a guide to improve the profitability of businesses in the competitive group purchasing area and reduce the potential risks of the businesses.","PeriodicalId":371105,"journal":{"name":"Proceedings of the 2021 International Conference on Financial Management and Economic Transition (FMET 2021)","volume":"34 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130027398","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}
{"title":"How Alcohol Consumption Affects Labor Supply?","authors":"Junming Hu, D. Sheng, Yao Zhang, N. Ding","doi":"10.2991/aebmr.k.210917.056","DOIUrl":"https://doi.org/10.2991/aebmr.k.210917.056","url":null,"abstract":"The purpose of this research is to understand the impact of drinking on the labor market. The data set comes from the National Longitudinal Survey of Youth 1989 and 1994 (NLSY89, NLSY94), which includes information about 12,686 individuals restricted to young adults with the age between 24 and 32 in 1989. The data was collected by a sample survey, and it was mainly investigated by dependent variables such as the amount of alcohol consumed. It is found through our research that moderate drinking is beneficial to labor supply by using Ordinary Least Squares, Two-Stage Least Squares, and Instrumental Variable-Probit models. However, excessive drinking still has a huge impact on labor. The main importance of this research is to explore the impact of alcohol on the labor market.","PeriodicalId":371105,"journal":{"name":"Proceedings of the 2021 International Conference on Financial Management and Economic Transition (FMET 2021)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128818173","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}
{"title":"The Investment Valuation of Its a Checkmate Company Based on PEST Analysis and POCD Method Research","authors":"Yibing Miao, Yiling Zhu","doi":"10.2991/aebmr.k.210917.003","DOIUrl":"https://doi.org/10.2991/aebmr.k.210917.003","url":null,"abstract":"As more and more food delivery platforms have met the convenience needs of online food ordering and delivery orders and are affected by the epidemic, the food ban has further stimulated the demand for sales and home delivery. ItsaCheckmate has been born. It acts as a link between the restaurant and the third-party platform. It provides an easyto-operate menu management layer for updating prices, adding, editing, or deleting items, and making menu changes across all ordering platforms from a single source. This paper uses the PEST and POCD analysis framework to assess the company's investment value. We find that based on the positive political, economic, social environment, and technology macro environment analysis, we can see the integrated food delivery platform has a sustainable development space and huge feasibility space. For itself, ItsaCheckmate has a stable team with good skills and relevant work experience. It provides cost-effective services and competes in an industry with less entrenched potential. With a good team, good service, and a promising industry, we believe that ItsaCheckmate has good investment value.","PeriodicalId":371105,"journal":{"name":"Proceedings of the 2021 International Conference on Financial Management and Economic Transition (FMET 2021)","volume":"11 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125395089","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}
{"title":"Comparative Analysis and Path Study of Global Value Chains Between China and International Countries -- Based on CiteSpace Knowledge Graph Analysis","authors":"N. Xu, Hongyan Liang, J. Mu","doi":"10.2991/aebmr.k.210917.066","DOIUrl":"https://doi.org/10.2991/aebmr.k.210917.066","url":null,"abstract":"This paper uses CiteSpace V software to sort out and analyze the research literature on GVCs published in CSSCI and Web of Science database from 1998 to 2019 and compares the international research with the Chinese research. The similarities and differences are deeply explored between the two sides in the research basis, research hotspots, development trends, and research forces of GVCs. The main findings are as follows : (1) The international focus is mainly on sustainable development and environmental impact, while China, an economy in transition, pays more attention to its international division of labor and industrial upgrading; (2) The research on GVC in China started late, the domestic cooperation network is relatively loose, and the domestic resource integration is not strong enough; (3) China faces international and domestic pressures in the promotion of the global value chain, and the requirement of sustainable development also increases the challenge for efficient and clean development; (4) China acquires the leading role in the restructuring of the global value chain and strives to improve its position in the global value chain by constructing a step-by-step cooperation model of \"global value chain -domestic value chain -regional value chain -global value chain\".","PeriodicalId":371105,"journal":{"name":"Proceedings of the 2021 International Conference on Financial Management and Economic Transition (FMET 2021)","volume":"69 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116981866","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}
{"title":"Possibility of Sustainable Development of Genki Forest and Investment Decision Based on POCD Framework","authors":"Liying Liu, J. Mu, Zishi Wang","doi":"10.2991/aebmr.k.210917.004","DOIUrl":"https://doi.org/10.2991/aebmr.k.210917.004","url":null,"abstract":"Genki Forest is a trending Chinese beverage company that is focusing on sugar-free drinks such as soda pops and milk tea. Before investing in Genki Forest, a venture capitalist should carefully analyze the company. However, the traditional methods, including the debt-to-equity ratio, the valuation on cash flow, and the cost are not suitable for Genki Forest compared to the POCD Framework, which covers People, Opportunity, Context and Deal, since none of them can fully reflect other aspects besides the financial status. This study contains a detailed examination of the founder of Genki Forest, the opportunity it has in the Chinese beverage market, and the overall social context that might influence Genki Forest’s operation. Although there are some challenges that Genki Forest might face, such as low barriers to entry, and the unavoidable competition with the traditional beverage giants, the overall operating condition is still advantageous due to the rapid expansion of the Chinese beverage market. Therefore, after conducting this study, a venture capitalist should be confident about Genki Forest’s potential, and other beverage enterprises should consider studying or applying the same strategies from Genki Forest.","PeriodicalId":371105,"journal":{"name":"Proceedings of the 2021 International Conference on Financial Management and Economic Transition (FMET 2021)","volume":"8 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126355008","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}
{"title":"Research on Fairness of IASB Conceptual Framework in Financial Reporting","authors":"Sun Yiting","doi":"10.2991/aebmr.k.210917.017","DOIUrl":"https://doi.org/10.2991/aebmr.k.210917.017","url":null,"abstract":"IASB conceptual framework acts as a practical tool and assistance when developing IFRS. By probing into the degree to which IASB conceptual framework meets the given definition of fairness, it can be concluded that with an adequate recognition of users and their requirements, conceptual framework generally satisfies the fairness mentioned despite","PeriodicalId":371105,"journal":{"name":"Proceedings of the 2021 International Conference on Financial Management and Economic Transition (FMET 2021)","volume":"169 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124706779","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}