کد مقاله | کد نشریه | سال انتشار | مقاله انگلیسی | نسخه تمام متن |
---|---|---|---|---|
7374949 | 1480065 | 2018 | 8 صفحه PDF | دانلود رایگان |
عنوان انگلیسی مقاله ISI
Sequential seeding for spreading in complex networks: Influence of the network topology
ترجمه فارسی عنوان
بذر جداگانه برای گسترش در شبکه های پیچیده: تأثیر توپولوژی شبکه
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موضوعات مرتبط
مهندسی و علوم پایه
ریاضیات
فیزیک ریاضی
چکیده انگلیسی
In this paper we investigate the problem of sequential seeding for spreading in complex networks. We focus on the influence of network topology on the performance of seeding strategies. The classic independent cascade model (ICM) is adopted to represent the spreading process. We examine the centrality measures-degree, K-shell, and H-index in several real networks and confirm that degree is a good indicator for spreading efficiency. Scale-free networks with tunable parameters such as power-law exponent, density, and assortativity coefficient are constructed as the testbed of the study. By simulations, we find that the advantage of sequential seeding strategy is large in a degree-heterogeneous network with relatively small average degree and large assortativity coefficient.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Physica A: Statistical Mechanics and its Applications - Volume 508, 15 October 2018, Pages 10-17
Journal: Physica A: Statistical Mechanics and its Applications - Volume 508, 15 October 2018, Pages 10-17
نویسندگان
Qipeng Liu, Tao Hong,