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頁籤選單縮合
| 題 名 | 複雜群落網路中訊息傳播的數學分析與模擬=Analysis and Simulation of Information Propagation in Complex Modular Networks |
|---|---|
| 作 者 | 蔡瓊萩; | 書刊名 | 南亞學報 |
| 卷 期 | 36 2016.12[民105.12] |
| 頁 次 | 頁278-289 |
| 分類號 | 541.83 |
| 關鍵詞 | 訊息傳播; 複雜網路; 群落度; 群聚度; 傳染病模型; 穩定性; Information propagation; Complex network; Community degree; Clustering coefficient; Epidemic model; Stability; |
| 語 文 | 中文(Chinese) |
| 中文摘要 | 在本論文中,我們將借助一個兩狀態的SIS疾病傳染模型研究複雜群落網路中訊息傳播的動力行為。這裡所謂的群落網路乃指具有某種群落結構的一種社會網路,在這種群落網路中,整體網路可區分成數個子群,同一子群內的個體間聯結密切,而不同子群間個體的聯結則相對地較為稀疏,網路中的每一個節點代表一個個體,線段則代表個體之間具有直接的聯結與相互作用。在本論文中,我們首先將建構一個靜態的群落結構網路,進而研究在此網路中訊息擴散的動力行為,特別地,我們將研究網路結構例如群落度和群聚度等要素如何影響複雜群落網路中的訊息傳播行為,同時亦將透過數學程式語言MATLAB進行相關的數值模擬實驗。 |
| 英文摘要 | In this paper, we will study the dynamics of information propagation in complex modular networks by using a two-state SIS epidemic model. Here a modular network means a social network with the community structure. In such a modular network, there are groups of nodes with many connections between their members and few connections to nodes outside the group, in which the nodes of the network represent individuals and the edges represent various interactions among those individuals. In this paper, we will first construct a static model of modular network and then investigate the dynamical behavior of the information propagation. In particular, we will study how the network structure such as the community degree and the clustering coefficient affect the information propagation in the complex modular network. Numerical experiments will be performed by using the MATLAB programming language. |
本系統中英文摘要資訊取自各篇刊載內容。