社会稳定风险评估方法研究

Yongliang Xiao, Xiangbao Li, Wenbin Liu, Canwei He
{"title":"社会稳定风险评估方法研究","authors":"Yongliang Xiao, Xiangbao Li, Wenbin Liu, Canwei He","doi":"10.2991/ECSS-19.2019.50","DOIUrl":null,"url":null,"abstract":"The social stability risk assessment system of major decisions projects will directly affect the evaluation results. Therefore, the design of evaluation model is a problem to be considered comprehensively, and a scientific and reasonable evaluation index system is the premise of objective and accurate evaluation of social stability risk. In this paper, the evaluation model is proposed based on learning strategy. Firstly, we use a dimensionality reduction method based on labeled information and unlabeled information to extract effective evaluation information. Then we use support vector machine to get the evaluation result of social stability risk.","PeriodicalId":127213,"journal":{"name":"Proceedings of the 1st International Symposium on Education, Culture and Social Sciences (ECSS 2019)","volume":"39 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2019-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":"{\"title\":\"Research on Social Stability Risk Assessment Method\",\"authors\":\"Yongliang Xiao, Xiangbao Li, Wenbin Liu, Canwei He\",\"doi\":\"10.2991/ECSS-19.2019.50\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The social stability risk assessment system of major decisions projects will directly affect the evaluation results. Therefore, the design of evaluation model is a problem to be considered comprehensively, and a scientific and reasonable evaluation index system is the premise of objective and accurate evaluation of social stability risk. In this paper, the evaluation model is proposed based on learning strategy. Firstly, we use a dimensionality reduction method based on labeled information and unlabeled information to extract effective evaluation information. Then we use support vector machine to get the evaluation result of social stability risk.\",\"PeriodicalId\":127213,\"journal\":{\"name\":\"Proceedings of the 1st International Symposium on Education, Culture and Social Sciences (ECSS 2019)\",\"volume\":\"39 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2019-04-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"2\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Proceedings of the 1st International Symposium on Education, Culture and Social Sciences (ECSS 2019)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.2991/ECSS-19.2019.50\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of the 1st International Symposium on Education, Culture and Social Sciences (ECSS 2019)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.2991/ECSS-19.2019.50","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 2

摘要

重大决策项目的社会稳定风险评价体系将直接影响评价结果。因此,评价模型的设计是一个需要综合考虑的问题,科学合理的评价指标体系是客观准确评价社会稳定风险的前提。本文提出了基于学习策略的评价模型。首先,采用基于标记信息和未标记信息的降维方法提取有效的评价信息;然后利用支持向量机得到社会稳定风险的评价结果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Research on Social Stability Risk Assessment Method
The social stability risk assessment system of major decisions projects will directly affect the evaluation results. Therefore, the design of evaluation model is a problem to be considered comprehensively, and a scientific and reasonable evaluation index system is the premise of objective and accurate evaluation of social stability risk. In this paper, the evaluation model is proposed based on learning strategy. Firstly, we use a dimensionality reduction method based on labeled information and unlabeled information to extract effective evaluation information. Then we use support vector machine to get the evaluation result of social stability risk.
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
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信