{"title":"考虑网络谣言传播影响的SIR模型","authors":"Jiusheng Mu, Fengming Liu","doi":"10.1109/aemcse55572.2022.00063","DOIUrl":null,"url":null,"abstract":"The spread scope of online rumor is related to rumor influence, which in turn is related to the importance of rumor event, the vagueness of rumor evidence, and the cognitive ability of rumor contacts. This paper considers the reality that rumor influence is large in the initial stage of rumor transmission and gradually decreases with the passage of time, and takes rumor influence into account in the transmission probability of SIR model, so that the transmission probability becomes a dynamic function. The simulation results show that the SIR model considering the influence of rumor makes the peak value of rumor spreaders lower and reach the peak value later.","PeriodicalId":309096,"journal":{"name":"2022 5th International Conference on Advanced Electronic Materials, Computers and Software Engineering (AEMCSE)","volume":"53 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"SIR model considering influence of network rumor propagation\",\"authors\":\"Jiusheng Mu, Fengming Liu\",\"doi\":\"10.1109/aemcse55572.2022.00063\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The spread scope of online rumor is related to rumor influence, which in turn is related to the importance of rumor event, the vagueness of rumor evidence, and the cognitive ability of rumor contacts. This paper considers the reality that rumor influence is large in the initial stage of rumor transmission and gradually decreases with the passage of time, and takes rumor influence into account in the transmission probability of SIR model, so that the transmission probability becomes a dynamic function. The simulation results show that the SIR model considering the influence of rumor makes the peak value of rumor spreaders lower and reach the peak value later.\",\"PeriodicalId\":309096,\"journal\":{\"name\":\"2022 5th International Conference on Advanced Electronic Materials, Computers and Software Engineering (AEMCSE)\",\"volume\":\"53 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2022-04-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2022 5th International Conference on Advanced Electronic Materials, Computers and Software Engineering (AEMCSE)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/aemcse55572.2022.00063\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2022 5th International Conference on Advanced Electronic Materials, Computers and Software Engineering (AEMCSE)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/aemcse55572.2022.00063","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
SIR model considering influence of network rumor propagation
The spread scope of online rumor is related to rumor influence, which in turn is related to the importance of rumor event, the vagueness of rumor evidence, and the cognitive ability of rumor contacts. This paper considers the reality that rumor influence is large in the initial stage of rumor transmission and gradually decreases with the passage of time, and takes rumor influence into account in the transmission probability of SIR model, so that the transmission probability becomes a dynamic function. The simulation results show that the SIR model considering the influence of rumor makes the peak value of rumor spreaders lower and reach the peak value later.