{"title":"基于多类支持向量机的社会稳定性评价","authors":"Qianqian Li, Yijun Liu, Wenyuan Niu","doi":"10.1109/ICIS.2011.26","DOIUrl":null,"url":null,"abstract":"In the relationship of \"Reform, Development, Stability\", social stability is the foundation of making a nation work well. Therefore, this paper gets into the in-depth source on why the society shows unstable sometimes and establishes an index system for evaluating the social stability trend from the perspective of social combustion theory which is the kernel component of social physics. Furthermore, we construct a mathematical model to assess the social stability by applying multi-class support vector machine. By result analysis, the prediction of multi-class support vector machine is much identical to the reality, which is significant to construct a harmony society.","PeriodicalId":256762,"journal":{"name":"2011 10th IEEE/ACIS International Conference on Computer and Information Science","volume":"163 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2011-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Evaluation of Social Stability Based on Multi-class Support Vector Machine\",\"authors\":\"Qianqian Li, Yijun Liu, Wenyuan Niu\",\"doi\":\"10.1109/ICIS.2011.26\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"In the relationship of \\\"Reform, Development, Stability\\\", social stability is the foundation of making a nation work well. Therefore, this paper gets into the in-depth source on why the society shows unstable sometimes and establishes an index system for evaluating the social stability trend from the perspective of social combustion theory which is the kernel component of social physics. Furthermore, we construct a mathematical model to assess the social stability by applying multi-class support vector machine. By result analysis, the prediction of multi-class support vector machine is much identical to the reality, which is significant to construct a harmony society.\",\"PeriodicalId\":256762,\"journal\":{\"name\":\"2011 10th IEEE/ACIS International Conference on Computer and Information Science\",\"volume\":\"163 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2011-05-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2011 10th IEEE/ACIS International Conference on Computer and Information Science\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICIS.2011.26\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2011 10th IEEE/ACIS International Conference on Computer and Information Science","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICIS.2011.26","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Evaluation of Social Stability Based on Multi-class Support Vector Machine
In the relationship of "Reform, Development, Stability", social stability is the foundation of making a nation work well. Therefore, this paper gets into the in-depth source on why the society shows unstable sometimes and establishes an index system for evaluating the social stability trend from the perspective of social combustion theory which is the kernel component of social physics. Furthermore, we construct a mathematical model to assess the social stability by applying multi-class support vector machine. By result analysis, the prediction of multi-class support vector machine is much identical to the reality, which is significant to construct a harmony society.