Optimal control and cost-effectiveness analysis of scam rumor propagation over social networks

Salaheddine Belhdid , Omar Balatif , Bouchaib Khajji
{"title":"Optimal control and cost-effectiveness analysis of scam rumor propagation over social networks","authors":"Salaheddine Belhdid ,&nbsp;Omar Balatif ,&nbsp;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}
引用次数: 0

Abstract

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.

查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
社交网络诈骗谣言传播的最优控制和成本效益分析
诈骗谣言是为了欺骗个人和组织而散布的虚假信息。这些谣言经常利用人们的信任和情感达到非法目的,以获取金钱或造成伤害。本文介绍了一个确定性模型的最优控制策略和成本效益分析,该模型旨在解释虚假信息或 "骗局谣言 "是如何在社交网站上传播的。该模型考虑了网络线人的行为。我们利用最优控制理论评估了阻止诈骗谣言通过社交媒体传播的策略的有效性。我们还进行了数值模拟,以评估应用我们建议的技术的利弊,并强调这些技术在提高在线内容准确性方面的潜力。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
Results in Control and Optimization
Results in Control and Optimization Mathematics-Control and Optimization
CiteScore
3.00
自引率
0.00%
发文量
51
审稿时长
91 days
期刊最新文献
A novel approach in controlling the spread of a rumor within a crowd A comparison study on optical character recognition models in mathematical equations and in any language Multiple sclerosis diagnosis with brain MRI retrieval: A deep learning approach Integral invariant manifold method applied to a mathematical model of osteosarcoma Evaluating consumers benefits in electronic-commerce using fuzzy TOPSIS
×
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
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 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 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1