DocumentCode
2016583
Title
In what ways are small-world and scale-free networks interrelated?
Author
Aarstad, J. ; Ness, H. ; Haugland, S.A.
Author_Institution
Fac. of Eng., Bergen Univ. Coll., Bergen, Norway
fYear
2013
fDate
25-28 Feb. 2013
Firstpage
1483
Lastpage
1487
Abstract
Small-world networks are characterized by local clustering and shortcut ties that reduce the path-length between the clusters. Scale-free networks, on the other hand, take a skewed degree distribution. Few empirical works have aimed to interrelate or integrate these influential social theories, and here we address this issue. Our empirical context spans several winter sport destinations and we retrospectively reconstruct the development of an inter-firm network. When the path-length at the outset is large (short) the concept is negatively (positively) associated with the scale-free distribution. Other studies have shown that scale-free networks are vulnerable for targeted attacks, and an implication from our finding is that small-world networks can also be vulnerable for targeted attacks (particularly when the path-length´s association with the scale-free distribution reaches a maximum). We also find an inverse relationship between local clustering and scale-free distribution, but the association may be spurious.
Keywords
pattern clustering; small-world networks; social sciences; attack vulnerability; inter-firm network development; local clustering; path length reduction; scale-free distribution; scale-free networks; skewed degree distribution; small-world networks; social theories; winter sport destinations; Collaboration; Context; Educational institutions; Market research; Psychology; Social network services; Sociology; Small-world; clustering; inter-firm networks; path-length; scale-free networks;
fLanguage
English
Publisher
ieee
Conference_Titel
Industrial Technology (ICIT), 2013 IEEE International Conference on
Conference_Location
Cape Town
Print_ISBN
978-1-4673-4567-5
Electronic_ISBN
978-1-4673-4568-2
Type
conf
DOI
10.1109/ICIT.2013.6505891
Filename
6505891
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