{"title":"Extended application of Small-Sample Information Diffusion*","authors":"Shanshan Yuan","doi":"10.1145/3603781.3603844","DOIUrl":null,"url":null,"abstract":"In the previous research, medical survey data from a community in Shanghai, China were used to study the small sample data about hypertension and coronary heart disease from different dimensions using the General Limited Information Diffusion (GLID) method. Good results were obtained. In this paper, a foreign public database is selected to analyze the risk factors for the prevalence rates disease (PRD) of obesity from different dimensions. The GLID is also utilized to study the corresponding small sample, and good results are also obtained. The application of the information diffusion method is extended to different data cases to further validate its effectiveness and generality.","PeriodicalId":391180,"journal":{"name":"Proceedings of the 2023 4th International Conference on Computing, Networks and Internet of Things","volume":"9 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2023-05-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of the 2023 4th International Conference on Computing, Networks and Internet of Things","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/3603781.3603844","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
In the previous research, medical survey data from a community in Shanghai, China were used to study the small sample data about hypertension and coronary heart disease from different dimensions using the General Limited Information Diffusion (GLID) method. Good results were obtained. In this paper, a foreign public database is selected to analyze the risk factors for the prevalence rates disease (PRD) of obesity from different dimensions. The GLID is also utilized to study the corresponding small sample, and good results are also obtained. The application of the information diffusion method is extended to different data cases to further validate its effectiveness and generality.
在之前的研究中,我们利用中国上海某社区的医学调查数据,采用一般有限信息扩散(General Limited Information Diffusion, GLID)方法,从不同维度对高血压和冠心病的小样本数据进行了研究。取得了良好的效果。本文选取国外公共数据库,从不同维度分析肥胖患病率疾病(PRD)的危险因素。利用GLID对相应的小样本进行了研究,也取得了较好的结果。将信息扩散方法的应用扩展到不同的数据案例,进一步验证了其有效性和通用性。