DocumentCode :
630596
Title :
Structure of growing networks with no preferential attachment
Author :
Moriano, Pablo ; Finke, Jorge
Author_Institution :
Dept. of Electr. Eng. & Comput. Sci., Pontificia Univ. Javeriana, Santiago de Cali, Colombia
fYear :
2013
fDate :
17-19 June 2013
Firstpage :
1088
Lastpage :
1093
Abstract :
Based on the formation of triad junctions, the proposed mechanism generates growing networks that exhibit extended power law behavior and strong neighborhood clustering. The asymptotic behavior of both properties is of interest in the study of networks in which (i) the formation of links cannot be described according to the principle of preferential attachment; (ii) the in-degree distribution fits a power law for nodes with a high degree and an exponential form otherwise; and (iii) the degree of clustering depends on both the number of links that newly added nodes establish and the probability of forming triads.
Keywords :
pattern clustering; probability; extended power law behavior; growing network structure; in-degree distribution; link formation; preferential attachment principle; strong neighborhood clustering; triad junction formation probability; Analytical models; Indexes; Junctions; Patents; Probability distribution; Random processes; Random variables;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
American Control Conference (ACC), 2013
Conference_Location :
Washington, DC
ISSN :
0743-1619
Print_ISBN :
978-1-4799-0177-7
Type :
conf
DOI :
10.1109/ACC.2013.6579981
Filename :
6579981
Link To Document :
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