教育机构融资贝叶斯网络的开发、验证和测试

2019 10th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS) Pub Date : 2019-09-01 DOI:10.1109/IDAACS.2019.8924307

V. Lytvynenko, N. Savina, M. Voronenko, N. Doroschuk, S. Smailova, O. Boskin, Tatyana Kravchenko

{"title":"教育机构融资贝叶斯网络的开发、验证和测试","authors":"V. Lytvynenko, N. Savina, M. Voronenko, N. Doroschuk, S. Smailova, O. Boskin, Tatyana Kravchenko","doi":"10.1109/IDAACS.2019.8924307","DOIUrl":null,"url":null,"abstract":"In this paper, we propose a methodology for using static Bayesian networks (BN) to simulate the processes of educational institutions financing and their impact on Gross Domestic Product (GDP). The methods for constructing the BN structure, their parametric learning, validation, sensitivity analysis and scenario analysis «What-if» are considered.","PeriodicalId":415006,"journal":{"name":"2019 10th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS)","volume":"86 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2019-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"10","resultStr":"{\"title\":\"Development, Validation and Testing of the Bayesian Network of Educational Institutions Financing\",\"authors\":\"V. Lytvynenko, N. Savina, M. Voronenko, N. Doroschuk, S. Smailova, O. Boskin, Tatyana Kravchenko\",\"doi\":\"10.1109/IDAACS.2019.8924307\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"In this paper, we propose a methodology for using static Bayesian networks (BN) to simulate the processes of educational institutions financing and their impact on Gross Domestic Product (GDP). The methods for constructing the BN structure, their parametric learning, validation, sensitivity analysis and scenario analysis «What-if» are considered.\",\"PeriodicalId\":415006,\"journal\":{\"name\":\"2019 10th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS)\",\"volume\":\"86 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2019-09-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"10\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2019 10th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/IDAACS.2019.8924307\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2019 10th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/IDAACS.2019.8924307","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}

引用次数: 10

摘要

在本文中，我们提出了一种使用静态贝叶斯网络(BN)来模拟教育机构融资过程及其对国内生产总值(GDP)的影响的方法。考虑了构建BN结构的方法，它们的参数学习，验证，敏感性分析和情景分析“What-if”。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

查看原文本刊更多论文

Development, Validation and Testing of the Bayesian Network of Educational Institutions Financing

In this paper, we propose a methodology for using static Bayesian networks (BN) to simulate the processes of educational institutions financing and their impact on Gross Domestic Product (GDP). The methods for constructing the BN structure, their parametric learning, validation, sensitivity analysis and scenario analysis «What-if» are considered.

求助全文

通过发布文献求助，成功后即可免费获取论文全文。去求助

来源期刊

2019 10th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS)

自引率

0.00%

发文量