• 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