Proceedings of the 2021 4th International Conference on E-Business, Information Management and Computer Science最新文献

Analysis of Important Factors Influencing Psychological Capital Based on Numerical Simulation Technology 基于数值模拟技术的心理资本影响因素分析

Proceedings of the 2021 4th International Conference on E-Business, Information Management and Computer Science Pub Date : 2021-12-29 DOI: 10.1145/3511716.3511762

Kao Gao, Minhuan Nian, Yanhan Cheng

{"title":"Analysis of Important Factors Influencing Psychological Capital Based on Numerical Simulation Technology","authors":"Kao Gao, Minhuan Nian, Yanhan Cheng","doi":"10.1145/3511716.3511762","DOIUrl":"https://doi.org/10.1145/3511716.3511762","url":null,"abstract":"Previous economic literature on poverty alleviation effect has systematically studied the role of infrastructure, financial capital, human capital and social capital, neglecting the important factor of positive psychology, which leads to the ambiguous understanding of poverty alleviation mechanism and effect. This paper takes psychological capital as a positive element of poverty alleviation incorporating into the classic choice framework, and explores the effect of psychological capital in poverty alleviation from two as-pects: its efficiency of poverty alleviation and inhibiting returning to poverty by theoretical analysis and numerical simulation. The results show that: firstly, psychological capital has positive feedback with poverty alleviation efforts and production benefits: more of psychological capital, the higher the level of savings and investment, forming a positive virtuous cycle. Secondly, psychological capital is conducive to improving the efficiency of poverty alleviation: the higher the level of psychological capital, the shorter the time of poverty alleviation required by the same material conditions, and the more probability of poverty alleviation under the same risk impact. Thirdly, psychological capital is beneficial to restrain the households that have been lifted out of poverty from returning to poverty when encounter risk shocks: the higher level of psychological capital and lower elasticity of psychological capital accumulation are beneficial to improve the probability of poverty alleviation of poor households. The combination of the two can more effectively inhibit returning to poverty.","PeriodicalId":105018,"journal":{"name":"Proceedings of the 2021 4th International Conference on E-Business, Information Management and Computer Science","volume":"75 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127342719","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

Data-driven Anomaly Detection and Forewarning Based on Grey Prediction Model 基于灰色预测模型的数据驱动异常检测与预警

Proceedings of the 2021 4th International Conference on E-Business, Information Management and Computer Science Pub Date : 2021-12-29 DOI: 10.1145/3511716.3511732

L. Tan, J. Xu, Hui Huang, B. Deng

引用次数: 0

Research on the Reform Direction of General Education and Professional Education Cooperative Education in the View of New Business 新业务视角下通识教育与专业合作教育改革方向研究

Proceedings of the 2021 4th International Conference on E-Business, Information Management and Computer Science Pub Date : 2021-12-29 DOI: 10.1145/3511716.3511744

Zeqiang Zhang, Hao Wu, Bo Xu

引用次数: 1

The Classification of Gene Sequencer Based on Machine Learning 基于机器学习的基因测序器分类

Proceedings of the 2021 4th International Conference on E-Business, Information Management and Computer Science Pub Date : 2021-12-29 DOI: 10.1145/3511716.3511730

Jie Yang, Yong Cao

{"title":"The Classification of Gene Sequencer Based on Machine Learning","authors":"Jie Yang, Yong Cao","doi":"10.1145/3511716.3511730","DOIUrl":"https://doi.org/10.1145/3511716.3511730","url":null,"abstract":"Abstract: Biological sequencing plays a very important role in life science, especially with the improvement of sequencing technology and the development of sequencing instruments, and a large number of biological sequencing quality data are produced every day. Because of different sequencers, the quality of sequencing is different. In the process of sequencing quality control, the model of sequencer can be deduced according to the quality of gene sequence. Therefore, in this paper, five sequencers of Illumina HiSeq series, Illumina HiSeq 2000, Illumina HiSeq 2500, Illumina HiSeq 3000, Illumina HiSeq 4000 and Illumina HiSeq XTen, are selected as the classification objects. Firstly, the sequencing quality data of the five sequencers are preprocessed. Then, the classification model is trained by three machine learning algorithms: decision tree, logistic regression and support vector machine. The experimental results show that the accuracy rates of the three machine learning algorithms are 96.67%, 97.50% and 97.50% respectively. These algorithms are very good to solve the problem of using biological sequencing data quality to classify sequencer.","PeriodicalId":105018,"journal":{"name":"Proceedings of the 2021 4th International Conference on E-Business, Information Management and Computer Science","volume":"111 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122066858","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 university curriculum group construction system based on fuzzy comprehensive evaluation model 基于模糊综合评价模型的高校课程群建设体系研究

Proceedings of the 2021 4th International Conference on E-Business, Information Management and Computer Science Pub Date : 2021-12-29 DOI: 10.1145/3511716.3511783

Li Ting

{"title":"Research on university curriculum group construction system based on fuzzy comprehensive evaluation model","authors":"Li Ting","doi":"10.1145/3511716.3511783","DOIUrl":"https://doi.org/10.1145/3511716.3511783","url":null,"abstract":"Abstract: At present, with the rapid development of application-oriented university and general education, College Chinese, as a very important general education course, is often excluded in colleges and universities. Its marginalization in practical teaching is contrary to its importance in theoretical sense. In this paper, on the premise of reviewing the domestic and foreign studies on general education and combining college Chinese, the comprehensive evaluation model was used to investigate the current situation of college Chinese, and a teaching quality evaluation index system based on the characteristics of application-oriented universities was proposed. Through the application of fuzzy mathematics theory, the evaluation model of teacher teaching quality based on fuzzy comprehensive evaluation was constructed, so as to realize the quantitative description of teacher teaching quality evaluation by combining qualitative analysis with quantitative analysis. The results of this study provide more scientific and objective basis for comprehensive evaluation of teachers' teaching level.","PeriodicalId":105018,"journal":{"name":"Proceedings of the 2021 4th International Conference on E-Business, Information Management and Computer Science","volume":"58 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122183985","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

Construction of value creation index system of dual-channel supply chain 双渠道供应链价值创造指标体系的构建

Proceedings of the 2021 4th International Conference on E-Business, Information Management and Computer Science Pub Date : 2021-12-29 DOI: 10.1145/3511716.3511754

Hui Ye, Xiaolan Hu, Meiping Xie

引用次数: 0

The Selection and Evaluation of automotive Distributors Based on AHP-TOPSIS in the Internet era 互联网时代基于AHP-TOPSIS的汽车经销商选择与评价

Proceedings of the 2021 4th International Conference on E-Business, Information Management and Computer Science Pub Date : 2021-12-29 DOI: 10.1145/3511716.3511791

Wang Xiuli

引用次数: 0

Study about Intelligent Aviation Innovation Service Based on Artificial Intelligence Technology 基于人工智能技术的智能航空创新服务研究

Proceedings of the 2021 4th International Conference on E-Business, Information Management and Computer Science Pub Date : 2021-12-29 DOI: 10.1145/3511716.3511773

Jiang Yun, Xiong Youyuan

引用次数: 0

Analysis And Research on The Influencing Factors of Cultural Education In Applied Universities 应用型大学文化教育影响因素分析与研究

Proceedings of the 2021 4th International Conference on E-Business, Information Management and Computer Science Pub Date : 2021-12-29 DOI: 10.1145/3511716.3511727

J. Lv, Huaiyuan Liu, Siyin Li

引用次数: 0

Research on the Quality Evaluation of Innovation and Entrepreneurship Education in Applied Universities based on Analytic Hierarchy Process 基于层次分析法的应用型高校创新创业教育质量评价研究

Proceedings of the 2021 4th International Conference on E-Business, Information Management and Computer Science Pub Date : 2021-12-29 DOI: 10.1145/3511716.3511767

Chujian Guo

引用次数: 0