マス・フォア・インダストリ研究所

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Contagion spread in clustered and unclustered small world networks


開催時期 2019-06-04 12:00~2019-06-04 13:00

場所 九州大学 伊都キャンパス ウエスト1号館 小講義室 W1-C-503

受講対象  

講師 Joel Miller (La Trobe University)

Abstract:
I will discuss a class of random spatial networks and show that they have small world-like properties, but the level of clustering is tunable and we can make it arbitrarily small.  In some limits we are able to derive a system of integro-differential equations which allows us to accurately predict both the temporal and spatial dynamics of SIR disease.  We can use these equations to determine when the network behaves like a small world network with significant long-range transmissions and when the dynamics are dominated by the short-range transmission.  Interestingly, we show that the "small-world" properties of disease spread can exist even in the limit of no clustering, and thus the concept of a small-world network is determined more by whether the network has a combination of short-range and long-range connections than whether the network has many clustered connections.