{"title":"社交网络诈骗谣言传播的最优控制和成本效益分析","authors":"Salaheddine Belhdid , Omar Balatif , Bouchaib Khajji","doi":"10.1016/j.rico.2024.100441","DOIUrl":null,"url":null,"abstract":"<div><p>A scam rumor is a false information that is spread in order to deceive individuals and organizations. These rumors frequently use people’s trust and emotions for illegal purposes to gain money or cause harm. This paper presents an optimal control strategy and a cost effectiveness analysis for a deterministic model designed to explain how false information, or ”Scam Rumor” spreads on social networking sites. This model accounts for the network’s informants’ actions. We evaluate the efficacy of tactics to stop the propagation of scam rumors via social media using optimal control theory. We also do numerical simulations to evaluate the benefits and drawbacks of applying the techniques we suggest, emphasizing their potential to improve the accuracy of online content.</p></div>","PeriodicalId":34733,"journal":{"name":"Results in Control and Optimization","volume":"16 ","pages":"Article 100441"},"PeriodicalIF":0.0000,"publicationDate":"2024-06-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2666720724000717/pdfft?md5=6c3e220b6f06889d7946a10b5cf581e8&pid=1-s2.0-S2666720724000717-main.pdf","citationCount":"0","resultStr":"{\"title\":\"Optimal control and cost-effectiveness analysis of scam rumor propagation over social networks\",\"authors\":\"Salaheddine Belhdid , Omar Balatif , Bouchaib Khajji\",\"doi\":\"10.1016/j.rico.2024.100441\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><p>A scam rumor is a false information that is spread in order to deceive individuals and organizations. These rumors frequently use people’s trust and emotions for illegal purposes to gain money or cause harm. This paper presents an optimal control strategy and a cost effectiveness analysis for a deterministic model designed to explain how false information, or ”Scam Rumor” spreads on social networking sites. This model accounts for the network’s informants’ actions. We evaluate the efficacy of tactics to stop the propagation of scam rumors via social media using optimal control theory. We also do numerical simulations to evaluate the benefits and drawbacks of applying the techniques we suggest, emphasizing their potential to improve the accuracy of online content.</p></div>\",\"PeriodicalId\":34733,\"journal\":{\"name\":\"Results in Control and Optimization\",\"volume\":\"16 \",\"pages\":\"Article 100441\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2024-06-11\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.sciencedirect.com/science/article/pii/S2666720724000717/pdfft?md5=6c3e220b6f06889d7946a10b5cf581e8&pid=1-s2.0-S2666720724000717-main.pdf\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Results in Control and Optimization\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S2666720724000717\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q3\",\"JCRName\":\"Mathematics\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Results in Control and Optimization","FirstCategoryId":"1085","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S2666720724000717","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"Mathematics","Score":null,"Total":0}
Optimal control and cost-effectiveness analysis of scam rumor propagation over social networks
A scam rumor is a false information that is spread in order to deceive individuals and organizations. These rumors frequently use people’s trust and emotions for illegal purposes to gain money or cause harm. This paper presents an optimal control strategy and a cost effectiveness analysis for a deterministic model designed to explain how false information, or ”Scam Rumor” spreads on social networking sites. This model accounts for the network’s informants’ actions. We evaluate the efficacy of tactics to stop the propagation of scam rumors via social media using optimal control theory. We also do numerical simulations to evaluate the benefits and drawbacks of applying the techniques we suggest, emphasizing their potential to improve the accuracy of online content.