• DocumentCode
    2399892
  • Title

    Discovering empirical laws of Web dynamics

  • Author

    Saito, Kazumi ; Langley, Pat

  • Author_Institution
    Commun. Sci. Labs., NTT Corp., Kyoto, Japan
  • fYear
    2002
  • fDate
    2002
  • Firstpage
    168
  • Lastpage
    175
  • Abstract
    The World Wide Web is a complex system that changes over time. However, like any dynamic system, we can attempt to understand it in scientific terms and describe regularities in its behavior. To this end, we have collected measurements for a number of Web-related variables, including the daily changes in Web pages. To the resulting data, we have applied RF6, an algorithm that discovers descriptive laws in the form of polynomial expressions that hold under conditions on nominal variables. Applying this technique to the collected data has produced some initial laws of Web dynamics that encourage further research along these lines
  • Keywords
    data mining; information analysis; information resources; RF6; Web dynamics; Web pages; Web-related variables; World Wide Web; daily changes; descriptive law discovery; dynamic system; empirical laws; polynomial expressions; software robot; Cities and towns; Ecosystems; Humans; Internet; Laboratories; Large-scale systems; Polynomials; Robots; Web pages; Web sites;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Applications and the Internet, 2002. (SAINT 2002). Proceedings. 2002 Symposium on
  • Conference_Location
    Nara
  • Print_ISBN
    0-7695-1447-2
  • Type

    conf

  • DOI
    10.1109/SAINT.2002.994474
  • Filename
    994474