A parallel closed centrality algorithm for complex networks

Küçük Resim Yok

Tarih

2021

Dergi Başlığı

Dergi ISSN

Cilt Başlığı

Yayıncı

Ieee

Erişim Hakkı

info:eu-repo/semantics/closedAccess

Araştırma projeleri

Organizasyon Birimleri

Dergi sayısı

Özet

Complex networks are large and analysis of these networks require significantly different methods than small networks. Parallel processing is needed to provide analysis of these networks in a timely manner. Graph centrality measures provide convenient methods to assess the structure of these networks. We review main centrality algorithms, describe implementation of closed centrality in Python and propose a simple parallel algorithm of closed centrality and show its implementation in Python with obtained results.

Açıklama

2nd International Informatics and Software Engineering Conference (IISEC) - Artificial Intelligence for Digital Transformation -- DEC 16-17, 2021 -- Ankara, TURKEY

Anahtar Kelimeler

Complex Network, Closeness Centrality, Betweenness Centrality, Parallel Algorithm

Kaynak

2nd International Informatics And Software Engineering Conference (Iisec)

WoS Q Değeri

N/A

Scopus Q Değeri

N/A

Cilt

Sayı

Künye