کد مقاله | کد نشریه | سال انتشار | مقاله انگلیسی | نسخه تمام متن |
---|---|---|---|---|
11004901 | 1480061 | 2018 | 28 صفحه PDF | دانلود رایگان |
عنوان انگلیسی مقاله ISI
An extended SEIR model considering homepage effect for the information propagation of online social networks
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موضوعات مرتبط
مهندسی و علوم پایه
ریاضیات
فیزیک ریاضی
پیش نمایش صفحه اول مقاله
![عکس صفحه اول مقاله: An extended SEIR model considering homepage effect for the information propagation of online social networks An extended SEIR model considering homepage effect for the information propagation of online social networks](/preview/png/11004901.png)
چکیده انگلیسی
In this work we extend the SEIR model as in epidemic disease modeling to investigate the propagation dynamics of the information online. Here, we go one step further and takes the homepage effect into consideration, acting as the infectious sources in infectious diseases. Aside of the mathematical analysis, the results of simulation also show some managerial insights that are helpful for controlling the information spread. Furthermore, a case study, usingthe information propagation data in Digg.com, is carried out to examine the effectiveness of two propagation models. Our study could be a starting point for developing a more realistic model about the online propagation dynamics of multiple messages.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Physica A: Statistical Mechanics and its Applications - Volume 512, 15 December 2018, Pages 1019-1031
Journal: Physica A: Statistical Mechanics and its Applications - Volume 512, 15 December 2018, Pages 1019-1031
نویسندگان
Danling Zhao, Jianbin Sun, Yuejin Tan, Jianhong Wu, Yajie Dou,