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2020 The 4th International Conference on Business and Information Management最新文献

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Research on NBA Schedule Analysis and Evaluation NBA赛程分析与评价研究
2020 The 4th International Conference on Business and Information Management Pub Date : 2020-08-03 DOI: 10.1145/3418653.3418665
Qiming Feng, Suping Qian
{"title":"Research on NBA Schedule Analysis and Evaluation","authors":"Qiming Feng, Suping Qian","doi":"10.1145/3418653.3418665","DOIUrl":"https://doi.org/10.1145/3418653.3418665","url":null,"abstract":"With the continuous expansion of cognitive field, people are facing increasingly complex evaluation objects, and comprehensive evaluation will be widely used. In this paper, by using the quantitative indexes such as “back to back” game, consecutive away game, continuous encounter with strong teams, and time interval between two games, the problem of schedule evaluation is solved systematically. And using MAHALANOBIS distance between each team and the reference team can get the rank of teams. After analyzing the schedule, the absolute value of the difference between the winning rates of the two teams is taken as the weight, a new scientific game schedule is designed by using the 0-1 programming model. The model is simple and easy to be popularized, and it can be used to evaluate the advantages and disadvantages of various league games.","PeriodicalId":395705,"journal":{"name":"2020 The 4th International Conference on Business and Information Management","volume":"11 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-08-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125035844","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 Title of the Paper: Research on Sustainable Marketing Behavior of Logistics Industry 论文题目:物流行业可持续营销行为研究
2020 The 4th International Conference on Business and Information Management Pub Date : 2020-08-03 DOI: 10.1145/3418653.3418672
Ruo-nan Sun
{"title":"The Title of the Paper: Research on Sustainable Marketing Behavior of Logistics Industry","authors":"Ruo-nan Sun","doi":"10.1145/3418653.3418672","DOIUrl":"https://doi.org/10.1145/3418653.3418672","url":null,"abstract":"The author firstly reviews the background of the era based on the transformation of sustainable development and marketing concepts, and combines domestic and foreign scholars' important research on sustainable development concepts, sustainable marketing theory and sustainable consumption. The article uses the data equation as the starting point to expound the application research of sustainable marketing in China's logistics industry. In addition, the article selects SF Express as the representative, focusing on the strategic choices and achievements of SF Express in the field of sustainable marketing, and analyzes the contemporary college students' sustainable marketing in the form of questionnaires for college students. The degree of adaptation and recognition of SF's sustainable marketing strategy summarizes the quality of SF's sustainable marketing strategy. Based on the above theoretical knowledge and research findings, this paper presents a constructive sustainable marketing strategy that can be adopted by SF Express based on the 6P marketing strategy.","PeriodicalId":395705,"journal":{"name":"2020 The 4th International Conference on Business and Information Management","volume":"22 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-08-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132059959","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
Evaluating Machine Learning Algorithms in Predicting Financial Restatements 评估预测财务重述的机器学习算法
2020 The 4th International Conference on Business and Information Management Pub Date : 2020-08-03 DOI: 10.1145/3418653.3418657
Gerhard Klassen, Martha Tatusch, W. Huo, Stefan Conrad
{"title":"Evaluating Machine Learning Algorithms in Predicting Financial Restatements","authors":"Gerhard Klassen, Martha Tatusch, W. Huo, Stefan Conrad","doi":"10.1145/3418653.3418657","DOIUrl":"https://doi.org/10.1145/3418653.3418657","url":null,"abstract":"The identification of financial statements which were willfully or accidentally misstated is important for all involved parties: Investors can expect improved returns, analysts preserve their reputation and auditors avoid costly litigation. In this paper, we chose six state-of-the-art machine learning methods which we analyze in their ability to detect misstatements. In addition to that we investigated the influence of a FeatureBoost algorithm, namely XG-Boost to all of the six machine learning methods. The underlying data is retrieved from Eikon, a financial database provided by Refinitiv (former provided by Thomson Reuters). In order to take out our experiments we chose about 9000 US-companies and 757 features per year over ten years. We offer six definitions of ground truth of which three can be calculated with the data extracted from the Eikon database. The other three definitions are created with the help of an external data source provided by Audit Analytics Europe. Our well structured results give an overview on the performance of current machine learning methods in order to identify misstatements.","PeriodicalId":395705,"journal":{"name":"2020 The 4th International Conference on Business and Information Management","volume":"26 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-08-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134305312","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: 1
Confidence Assessment of Professional Growth Data Processing System 专业成长数据处理系统的信心评估
2020 The 4th International Conference on Business and Information Management Pub Date : 2020-08-03 DOI: 10.1145/3418653.3418656
V. Stepanova, I. Erins
{"title":"Confidence Assessment of Professional Growth Data Processing System","authors":"V. Stepanova, I. Erins","doi":"10.1145/3418653.3418656","DOIUrl":"https://doi.org/10.1145/3418653.3418656","url":null,"abstract":"Within the framework of this paper, a system for processing of professional growth data, which includes the data on the individual's development path and key phases of life (studies, work), facts and events, has been examined. The purpose of the publication is to evaluate the system for processing professional growth data in Latvia. To determine the confidence index, the Net Promoter Score determining principle has been used as the basis. The results show that overall, the system can be considered reliable, but there are certain deficiencies that can be improved or modified in the future.","PeriodicalId":395705,"journal":{"name":"2020 The 4th International Conference on Business and Information Management","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-08-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129019103","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: 1
Prediction of Financial Crisis Based on Machine Learning 基于机器学习的金融危机预测
2020 The 4th International Conference on Business and Information Management Pub Date : 2020-08-03 DOI: 10.1145/3418653.3418674
Hu Junyu
{"title":"Prediction of Financial Crisis Based on Machine Learning","authors":"Hu Junyu","doi":"10.1145/3418653.3418674","DOIUrl":"https://doi.org/10.1145/3418653.3418674","url":null,"abstract":"The financial crisis is an inevitable catastrophic event in the operation of the entire capital market. And it may cause significant losses to the entire market. So as individuals, if they can predict and respond in advance, it will reduce a lot of losses and make the company's life cycle longer. Here we used the data on credit defaults with a total sample of 1,000 samples containing Germany's credit default records and some basic personal information. Logistic regression, random forest and Xgboost were applied to discover useful information behind these data. The results showed that the machine learning method fitted the data relatively well, and the accuracy of Xgboost has reached about 80%. Existing checking account and foreign worker were two most important indicators to help predict financial crisis. In this way, both companies and the country could reduce their losses, so that they can spend the time of the financial crisis more smoothly and promote social prosperity.","PeriodicalId":395705,"journal":{"name":"2020 The 4th International Conference on Business and Information Management","volume":"88 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-08-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123660221","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: 4
Shark Tank TV Show: An Effective Channel of Funding and Commercializing Innovation 创智赢家电视节目:创新融资和商业化的有效渠道
2020 The 4th International Conference on Business and Information Management Pub Date : 2020-08-03 DOI: 10.1145/3418653.3418679
L. T. M. Nguyen, S. T. Duong, H. Do
{"title":"Shark Tank TV Show: An Effective Channel of Funding and Commercializing Innovation","authors":"L. T. M. Nguyen, S. T. Duong, H. Do","doi":"10.1145/3418653.3418679","DOIUrl":"https://doi.org/10.1145/3418653.3418679","url":null,"abstract":"This study examines Shark Tank TV show as a new and effective channel for innovative firms to acquire funding and supports from venture capital (VC) funds to commercialize their innovation. We utilize data from three seasons of Shark Tank Vietnam, where innovation is mainly sponsored by Government funding without much support to commercialize the final research outputs. We find that entrepreneurs having a product innovation have a higher chance of getting funding, receive higher funding amount, and higher YouTube popularity. In addition, sharks (VC investors) in the show provide a substantial amount of funding, which is highly comparable to that of the largest funding program for innovation by the Vietnamese Government. More importantly, the show is superior in providing other support to commercialize the firms’ products.","PeriodicalId":395705,"journal":{"name":"2020 The 4th International Conference on Business and Information Management","volume":"17 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-08-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126521653","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 Impact of Employee Stock Ownership Plan on Corporate Performance 员工持股计划对公司绩效的影响
2020 The 4th International Conference on Business and Information Management Pub Date : 2020-08-03 DOI: 10.1145/3418653.3418666
Kun Wang
{"title":"The Impact of Employee Stock Ownership Plan on Corporate Performance","authors":"Kun Wang","doi":"10.1145/3418653.3418666","DOIUrl":"https://doi.org/10.1145/3418653.3418666","url":null,"abstract":"As an ownership structure refining strategy, Employees Stock Ownership Plans (ESOPs) have been adopted smoothly with efficient outcomes in Western capitalist countries since it was proposed. In recent years, thanks to the great support from the government, the number of enterprises implementing ESOPs has been consistently increasing in China. However, many questions have come up during the implementation process in China. For example, does the implementation of ESOPs give the corporate performance an essential contribution? Are ESOPs beneficial for the state-owned enterprises, in terms of shares arrangement? Based on the binary economic theory and the principal-agent theory, in this paper, the two questions listed would be analyzed. Through the data analysis of the listed A-share companies from 2007 to 2018, it could be concluded that the implementation of ESOPs positively impacts the corporates’ performance, while there is no noticeable difference between the impacts of the state-owned companies and the non-state-owned ones.","PeriodicalId":395705,"journal":{"name":"2020 The 4th International Conference on Business and Information Management","volume":"347 1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-08-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116324615","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
Industry Development of Puerperium Nursing and Application of ERP Management System 产褥期护理行业发展及ERP管理系统的应用
2020 The 4th International Conference on Business and Information Management Pub Date : 2020-08-03 DOI: 10.1145/3418653.3418664
S. Bo
{"title":"Industry Development of Puerperium Nursing and Application of ERP Management System","authors":"S. Bo","doi":"10.1145/3418653.3418664","DOIUrl":"https://doi.org/10.1145/3418653.3418664","url":null,"abstract":"Since the Chinese government relaxed its fertility policy, various industries related to mother and child have entered a period of rapid development. Due to the impact of the demographic dividend, the government has a tendency to fully liberalize births. Nursing during the puerperium is becoming more important. Many countries and regions have produced postnatal care centers. The society's increased demand for Postpartum Care Center (Referred to as PCC) has brought interest in the capital market. Although the operating costs of PCC remain high, the development of the PPC industry is inevitable regardless of the needs of social development or the influence of policies. Therefore, how to improve the profitability of PCC and reduce operating costs has become a very important issue. In this paper, the introduction of \"ERP\" management system and ideas, combined with the actual PCC company management module to give directions to solve the problem.","PeriodicalId":395705,"journal":{"name":"2020 The 4th International Conference on Business and Information Management","volume":"37 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-08-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132831356","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
Predicting Erroneous Financial Statements Using a Density-Based Clustering Approach 使用基于密度的聚类方法预测错误的财务报表
2020 The 4th International Conference on Business and Information Management Pub Date : 2020-08-03 DOI: 10.1145/3418653.3418673
Martha Tatusch, Gerhard Klassen, Marcus Bravidor, Stefan Conrad
{"title":"Predicting Erroneous Financial Statements Using a Density-Based Clustering Approach","authors":"Martha Tatusch, Gerhard Klassen, Marcus Bravidor, Stefan Conrad","doi":"10.1145/3418653.3418673","DOIUrl":"https://doi.org/10.1145/3418653.3418673","url":null,"abstract":"In this paper, we present a novel machine-learning approach to detect and predict restated financial statements. Our approach is based on DBSCAN, a cluster analysis algorithm. In contrast to prior methods, we assume that firms which perform different than their peers (outliers) are more likely to restate. By modifying DBSCAN to also incorporate temporal variation of these differences, we optimize the algorithm to fit financial data. We test our model for US data and benchmark against prior findings in accounting research. Our results show that the modified version of DBSCAN is more efficient than prior approaches. Best results are obtained if we cluster based on only two or three features. We outperform prior approaches regarding the precision to identify restatements. As with prior results, detection error increases for material restatements.","PeriodicalId":395705,"journal":{"name":"2020 The 4th International Conference on Business and Information Management","volume":"126 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-08-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131733791","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: 1
The Impact of External and Internal Incentives on Work Engagement: Evidence from China 外部和内部激励对工作投入的影响:来自中国的证据
2020 The 4th International Conference on Business and Information Management Pub Date : 2020-08-03 DOI: 10.1145/3418653.3418661
Yan Dan, Xianze Yu
{"title":"The Impact of External and Internal Incentives on Work Engagement: Evidence from China","authors":"Yan Dan, Xianze Yu","doi":"10.1145/3418653.3418661","DOIUrl":"https://doi.org/10.1145/3418653.3418661","url":null,"abstract":"The purpose of this paper is to study the Influence Mechanism and Promotion Strategies of Base Official, and to explore the Role of Organizational Identity in this Path. Based on the survey and interview of 350 grass-roots civil servants from China, this paper analyses the relationship among internal and external incentive mechanism, organizational identity and work engagement. The research results show that: the intrinsic and extrinsic motivation have a significant positive impact on work engagement, and the positive influence of intrinsic motive is greater than extrinsic motivation. Both intrinsic and extrinsic motivations have positive influence on organizational identification, And in the process of influence, the external incentive has a certain \"crowding effect\" on the internal incentive. Organizational identification plays a mediating role between extrinsic motivation and work engagement, but the mediating effect of organizational identification on intrinsic motivation and work engagement is not significant. The research results have certain reference value for improving the work input of grass-roots civil servants.","PeriodicalId":395705,"journal":{"name":"2020 The 4th International Conference on Business and Information Management","volume":"3 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-08-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131678906","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
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