کد مقاله | کد نشریه | سال انتشار | مقاله انگلیسی | نسخه تمام متن |
---|---|---|---|---|
7375637 | 1480073 | 2018 | 12 صفحه PDF | دانلود رایگان |
عنوان انگلیسی مقاله ISI
An effective rumor-containing strategy
ترجمه فارسی عنوان
یک استراتژی حاوی شایعه موثر
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کلمات کلیدی
محدودیت شایعه، مدل پراکندگی مخلوط شایعه حقیقت، اثربخشی، هزینه، بهینه سازی محدود،
موضوعات مرتبط
مهندسی و علوم پایه
ریاضیات
فیزیک ریاضی
چکیده انگلیسی
False rumors can lead to huge economic losses or/and social instability. Hence, mitigating the impact of bogus rumors is of primary importance. This paper focuses on the problem of how to suppress a false rumor by use of the truth. Based on a set of rational hypotheses and a novel rumor-truth mixed spreading model, the effectiveness and cost of a rumor-containing strategy are quantified, respectively. On this basis, the original problem is modeled as a constrained optimization problem (the RC model), in which the independent variable and the objective function represent a rumor-containing strategy and the effectiveness of a rumor-containing strategy, respectively. The goal of the optimization problem is to find the most effective rumor-containing strategy subject to a limited rumor-containing budget. Some optimal rumor-containing strategies are given by solving their respective RC models. The influence of different factors on the highest cost effectiveness of a RC model is illuminated through computer experiments. The results obtained are instructive to develop effective rumor-containing strategies.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Physica A: Statistical Mechanics and its Applications - Volume 500, 15 June 2018, Pages 80-91
Journal: Physica A: Statistical Mechanics and its Applications - Volume 500, 15 June 2018, Pages 80-91
نویسندگان
Cheng Pan, Lu-Xing Yang, Xiaofan Yang, Yingbo Wu, Yuan Yan Tang,