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2021 International Conference on Management Science and Software Engineering (ICMSSE)最新文献

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Financial Risk Prediction of Manufacturing Enterprises Based on SMOTE-Ensemble Learning 基于SMOTE-Ensemble学习的制造企业财务风险预测
2021 International Conference on Management Science and Software Engineering (ICMSSE) Pub Date : 2021-07-01 DOI: 10.1109/ICMSSE53595.2021.00016
Dongping Han, Lei Ding
{"title":"Financial Risk Prediction of Manufacturing Enterprises Based on SMOTE-Ensemble Learning","authors":"Dongping Han, Lei Ding","doi":"10.1109/ICMSSE53595.2021.00016","DOIUrl":"https://doi.org/10.1109/ICMSSE53595.2021.00016","url":null,"abstract":"In the era of big data and artificial intelligence, the traditional financial risk prediction methods can not meet the actual needs of enterprises. “Intelligence + Finance” is the main force of financial development in the new era. Based on this, this paper selects the manufacturing industry which has an important supporting position in the national development as the research object, and uses smote algorithm to over sample the data to solve the problem of data imbalance. Then, by comparing and analyzing the prediction results of different machine learning models, XGBoost, Bagging, KNN and Random Forest are selected as the base models to construct the ensemble learning model. The research indicates that the prediction accuracy of the ensemble learning model is as high as 98.08%, and is better than that of the single model. This finding can provide a new financial risk prediction path for manufacturing enterprises, help enterprises to predict financial risk more efficiently, and promote the sustainable and stable development of enterprises.","PeriodicalId":331570,"journal":{"name":"2021 International Conference on Management Science and Software Engineering (ICMSSE)","volume":"34 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116915074","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
“First Movers” Surpass, “Late Developers” Lag: How Far Away to the Integration of Jing-Jin-ji in China Based on Social Network Analysis? 先发者超越后发者滞后:基于社会网络分析的中国京津冀一体化还有多远?
2021 International Conference on Management Science and Software Engineering (ICMSSE) Pub Date : 2021-07-01 DOI: 10.1109/ICMSSE53595.2021.00053
N. Pan, Xuewei Tian
{"title":"“First Movers” Surpass, “Late Developers” Lag: How Far Away to the Integration of Jing-Jin-ji in China Based on Social Network Analysis?","authors":"N. Pan, Xuewei Tian","doi":"10.1109/ICMSSE53595.2021.00053","DOIUrl":"https://doi.org/10.1109/ICMSSE53595.2021.00053","url":null,"abstract":"Given the context of Integration of Jing-Jin-Ji, the paper tries to introduce the theory of Institutional Collective Action (ICA) to empirically analyze the collaborative status among local governments based on 215 items of collected agreements (2013–2019) by the means of Social Network Analysis(SNA), especially to outline the collaborative network visually and expose Network Density, Centrality and Cohesion Subgroup etc. It is proved that holistic collaborative effects have been brought out by the integration of Jing-jin-ji, but there are great collaborative divergences in distinctive fields, such as the collaborative performances of ecology & environment and industrial economy are better than that of emergency management and public services. The imbalanced developments between First Movers and Late Developers are estimated to restrict the optimal integration of Jing-Jin-Ji. Due to the above flaws, the study suggests to update the collaborative pattern to comprehensively move a synergetic development in diversified fields by a resilient execution and promptly improve the collaborative governance in some late developing fields via the perfection of collaborative consciousness and monitoring mechanism.","PeriodicalId":331570,"journal":{"name":"2021 International Conference on Management Science and Software Engineering (ICMSSE)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129712733","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 Collaborative Co-Governance Path of Public Crisis Emergency Management in An All-Media Environment: —Theoretical Research Based on Multi-Agent 全媒体环境下公共危机应急管理协同共治路径分析——基于多智能体的理论研究
2021 International Conference on Management Science and Software Engineering (ICMSSE) Pub Date : 2021-07-01 DOI: 10.1109/ICMSSE53595.2021.00057
Guo Yaning, Wang Qianwen
{"title":"Analysis of Collaborative Co-Governance Path of Public Crisis Emergency Management in An All-Media Environment: —Theoretical Research Based on Multi-Agent","authors":"Guo Yaning, Wang Qianwen","doi":"10.1109/ICMSSE53595.2021.00057","DOIUrl":"https://doi.org/10.1109/ICMSSE53595.2021.00057","url":null,"abstract":"Multi-Agent system has the advantages of information sharing, knowledge accumulation and system stability, which is consistent with the concept of collaborative co-governance of public crisis management, and provides support for dealing with sudden public crises. Based on the background of the all-media environment, this study introduces the Internet-driven mass data management (“ crowdsourcing” crisis management) as a part of the crisis response system to improve the quality of information resource sharing. Crowdsourcing crisis management and Multi-Agent collaborative co-governance mechanism are combined with each other, so as to achieve a higher level of joint prevention and control mechanism, and explore how to effectively share information resources and emergency management resources across regions and departments in public crisis events.","PeriodicalId":331570,"journal":{"name":"2021 International Conference on Management Science and Software Engineering (ICMSSE)","volume":"18 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129128170","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
Application Research of electronic authorized steganographic seal management and control platform based on invisible watermark 基于不可见水印的电子授权隐写印章管控平台应用研究
2021 International Conference on Management Science and Software Engineering (ICMSSE) Pub Date : 2021-07-01 DOI: 10.1109/ICMSSE53595.2021.00061
Youyong Chen, Y. Liu, Li Zhuang, Yang Ding, Geng Lin
{"title":"Application Research of electronic authorized steganographic seal management and control platform based on invisible watermark","authors":"Youyong Chen, Y. Liu, Li Zhuang, Yang Ding, Geng Lin","doi":"10.1109/ICMSSE53595.2021.00061","DOIUrl":"https://doi.org/10.1109/ICMSSE53595.2021.00061","url":null,"abstract":"From the generation, circulation, writing to filing, identification, utilization and destruction of electronic authorized steganographic seal, there are unsafe factors such as information out of control and information interference in every link. How to implement safe and effective management and control of the whole life cycle of electronic authorized steganographic seal brings new challenges to document management. Therefore, the application method of electronic authorized steganographic seal management and control platform based on invisible watermark is proposed. Through the use of electronic information centralized management and control platform, the problems of electronic authorized steganographic seal multi-point storage, version confusion, filing lag, output recycling management out of control are completely solved, and the accurate management of the whole life cycle of electronic authorized steganographic seal is realized.","PeriodicalId":331570,"journal":{"name":"2021 International Conference on Management Science and Software Engineering (ICMSSE)","volume":"9 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130591404","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
Research and Practical Exploration of Mobile Application Software Security Detection Technology 移动应用软件安全检测技术的研究与实践探索
2021 International Conference on Management Science and Software Engineering (ICMSSE) Pub Date : 2021-07-01 DOI: 10.1109/ICMSSE53595.2021.00009
Xianghui Miao
{"title":"Research and Practical Exploration of Mobile Application Software Security Detection Technology","authors":"Xianghui Miao","doi":"10.1109/ICMSSE53595.2021.00009","DOIUrl":"https://doi.org/10.1109/ICMSSE53595.2021.00009","url":null,"abstract":"This article analyzes the common threats during the operation of mobile applications. The research content of this paper includes computer viruses, private information leakage, private information theft, malicious access/attack. The author has studied the key points of technical application such as grammar security detection technology, dynamic security detection technology, SMOTE detection technology, machine learning algorithm detection, static security detection technology, hybrid security detection technology, Web security detection technology, fault injection security detection, fuzzing security detection. The author sorted out how to do a good job in data encryption, optimize the content of network protocols, and improve port identity authentication. The purpose of this article is to improve the application effect of detection technology and improve the security of the mobile terminal application software operation process.","PeriodicalId":331570,"journal":{"name":"2021 International Conference on Management Science and Software Engineering (ICMSSE)","volume":"45 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132662465","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
Research on the Mediating Role of Leader Humor and Employee Voice Behavior Based on Structural Equation Model 基于结构方程模型的领导幽默对员工建言的中介作用研究
2021 International Conference on Management Science and Software Engineering (ICMSSE) Pub Date : 2021-07-01 DOI: 10.1109/ICMSSE53595.2021.00036
Haiyan Miao
{"title":"Research on the Mediating Role of Leader Humor and Employee Voice Behavior Based on Structural Equation Model","authors":"Haiyan Miao","doi":"10.1109/ICMSSE53595.2021.00036","DOIUrl":"https://doi.org/10.1109/ICMSSE53595.2021.00036","url":null,"abstract":"Humor plays an essential role in leadership management, and its influence on interpersonal relationships and organizational citizenship behavior has attracted the attention of engineering and technology enterprises. Therefore, this paper takes 353 Chinese employees in communication engineering, construction, and other industries as the research objects and constructs a theoretical relationship model among leader humor, relationship energy, and employee voice behavior. In this study, the structural equation model is used for confirmatory factor analysis and hypothesis testing in Mplus8.0 software. The bootstrap method is used to test the effectiveness of the mediating effect. The results show that relational energy plays a significant mediating role between leader humor and employee voice behavior. The research results of this paper provide theoretical support and practical enlightenment for modern engineering enterprises to stimulate employee voice behavior from the perspective of the relationship.","PeriodicalId":331570,"journal":{"name":"2021 International Conference on Management Science and Software Engineering (ICMSSE)","volume":"40 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133851329","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
An Empirical Analysis of Factors Influencing Chinese Residents' Income Gap in the Post-Financial Crisis Era 后金融危机时代中国居民收入差距影响因素实证分析
2021 International Conference on Management Science and Software Engineering (ICMSSE) Pub Date : 2021-07-01 DOI: 10.1109/ICMSSE53595.2021.00077
Xiaoyan Du, B. Wan, Jun-tao Xiao
{"title":"An Empirical Analysis of Factors Influencing Chinese Residents' Income Gap in the Post-Financial Crisis Era","authors":"Xiaoyan Du, B. Wan, Jun-tao Xiao","doi":"10.1109/ICMSSE53595.2021.00077","DOIUrl":"https://doi.org/10.1109/ICMSSE53595.2021.00077","url":null,"abstract":"It is the key to a country's social stability and economic prosperity to narrow the income distribution gap and establish a scientific, fair and standardized income distribution mechanism. Based on China's income distribution time series data, this paper constructed three sets of multiple linear regression models with Gini index, rural-urban income ratio and Theil index as dependent variables and used stepwise regression method to analyze the status quo and influencing factors of the national income gap, the urban-rural income gap, and the eastern, central and western regional income gap. The research shows that unemployment rate and employment rate in primary and secondary industries are significant factors leading to residents' income gap. Therefore, providing more jobs and chances to increase income for residents serves as an important means to effectively reduce income gap.","PeriodicalId":331570,"journal":{"name":"2021 International Conference on Management Science and Software Engineering (ICMSSE)","volume":"291 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124189504","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
Newton Iteration Method for Nonlinear Equations with Parameters and Arbitrary Original Value 具有参数和任意初始值的非线性方程的牛顿迭代法
2021 International Conference on Management Science and Software Engineering (ICMSSE) Pub Date : 2021-07-01 DOI: 10.1109/ICMSSE53595.2021.00018
Guojie Liu
{"title":"Newton Iteration Method for Nonlinear Equations with Parameters and Arbitrary Original Value","authors":"Guojie Liu","doi":"10.1109/ICMSSE53595.2021.00018","DOIUrl":"https://doi.org/10.1109/ICMSSE53595.2021.00018","url":null,"abstract":"Improved methord for nonlinear equations based on newton iteration. If some parameters is involved in the equations, and parameters can be changed In each calculation, that will get much flexibility for practice. For this purpose, Parameters existing in all the process of caculation and can be assigned value in any process is needed. And calculation methor is also improved in this article. for making the user can input any initial values to get convergent and accurate result.","PeriodicalId":331570,"journal":{"name":"2021 International Conference on Management Science and Software Engineering (ICMSSE)","volume":"37 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128498386","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
Research on function reform of emerging free trade zone based on modern network technology 基于现代网络技术的新兴自由贸易区职能改革研究
2021 International Conference on Management Science and Software Engineering (ICMSSE) Pub Date : 2021-07-01 DOI: 10.1109/ICMSSE53595.2021.00060
Yantao Shi, Wei Wang
{"title":"Research on function reform of emerging free trade zone based on modern network technology","authors":"Yantao Shi, Wei Wang","doi":"10.1109/ICMSSE53595.2021.00060","DOIUrl":"https://doi.org/10.1109/ICMSSE53595.2021.00060","url":null,"abstract":"The free trade zone is the first zone of reform. In 2019, six new free trade zones were approved in China. According to their own advantages and characteristics, development goals were set. China's network technology gradually matured. Taking modern network technology as the background, the strategic positioning and functional transformation requirements of emerging free trade zones were analyzed. U sing comparative analysis method, this paper analyzes the management mode of free trade zone. Through the data of the first anniversary of the establishment of the new free trade zone, this paper points out the problems that should be improved in the new free trade zone. Therefore, in the era of rapid development of science and technology, the emerging free trade zone should use modern network technology to strengthen the overall operation and communication of the free trade zone, use Internet technology to create a new platform to promote the R & D capacity of the free trade zone, and combine Internet technology with the advantages of the free trade zone to achieve high-quality development, so as to promote the emerging free trade zone to better connect with international standards.","PeriodicalId":331570,"journal":{"name":"2021 International Conference on Management Science and Software Engineering (ICMSSE)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128781869","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
Research on the Construction and Optimization of Enterprise Financial sharing Service Center under the Background of Da Zhi Yi Yun 大智易云背景下企业财务共享服务中心建设与优化研究
2021 International Conference on Management Science and Software Engineering (ICMSSE) Pub Date : 2021-07-01 DOI: 10.1109/ICMSSE53595.2021.00082
Caixia Li
{"title":"Research on the Construction and Optimization of Enterprise Financial sharing Service Center under the Background of Da Zhi Yi Yun","authors":"Caixia Li","doi":"10.1109/ICMSSE53595.2021.00082","DOIUrl":"https://doi.org/10.1109/ICMSSE53595.2021.00082","url":null,"abstract":"In the era of Da Zhi Yi Yun, financial shared service center, as a new financial management model, has become an inevitable trend of enterprise financial reform. Based on the analysis of the meaning and characteristics of financial shared service center, this paper studies the necessity and ideas of the construction of the enterprise financial shared service center under the background of Da Zhi Yi Yun, and finds out the problems existing in the application of the current financial shared service center. Finally, the optimization scheme is proposed to make the financial-shared service center better serve the enterprise and guide the improvement of financial management efficiency.","PeriodicalId":331570,"journal":{"name":"2021 International Conference on Management Science and Software Engineering (ICMSSE)","volume":"59 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126275927","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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