• DocumentCode
    3443144
  • Title

    Scale-free property of copying model

  • Author

    Rongrong Dai ; Zhenting Hou

  • Author_Institution
    Sch. of Math., Central South Univ., Changsha, China
  • fYear
    2013
  • fDate
    15-18 July 2013
  • Firstpage
    1949
  • Lastpage
    1952
  • Abstract
    We study and generalize the copying model of Kumar et al. [Stochastic models for the Web graph, FOCS 2000]. The basic idea is that a new Web is often made by copying an old one, and then changing some of the links. Our main contributions are as follows: we show that (1) the copying model of Kumar et al. does generate a power-law degree distribution as stated in Kumar et al. [Stochastic models for the Web graph, FOCS 2000]; (2) We generalize the Kumar et al. copying process. We prove that this generalized model has a power-law degree distribution and give the exact solution from the perspective of Markov chain.
  • Keywords
    Internet; Markov processes; graph theory; Markov chain; Stochastic models; Web graph; copying model; copying process; generalized model; power-law degree distribution; scale-free property; Barium; Educational institutions; Markov processes; Mathematical model; Prototypes; Web pages; Markov chain; copying model; scale-free;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Quality, Reliability, Risk, Maintenance, and Safety Engineering (QR2MSE), 2013 International Conference on
  • Conference_Location
    Chengdu
  • Print_ISBN
    978-1-4799-1014-4
  • Type

    conf

  • DOI
    10.1109/QR2MSE.2013.6625961
  • Filename
    6625961