• DocumentCode
    1854874
  • Title

    Description of Internet user behavior

  • Author

    Lancieri, Luigi

  • Author_Institution
    CNET, France
  • Volume
    4
  • fYear
    1999
  • fDate
    1999
  • Firstpage
    2514
  • Abstract
    This paper presents a way to characterize the dynamic behavior of the Internet user. We use an information structure based on associative memory to store data related to the user´s thematic and behavioral profile. To do so, we “follow” the user´s activity on the Web using a regular network device called “proxy cache”. The behavioral profile is related to the way that the user acquires knowledge when he/she surfs on the Web. This can help us to automatically distinguish, for example, experienced users from beginners one. Users may regularly need different and superficial information or on the contrary information that is more thorough and precise. This is why we want to study the regularity of the knowledge acquisition. By using mathematical tools, like Fourier or wavelet transform, we characterize and highlight symmetrical properties in the user´s behavior. We also show that it is possible to give visual description of these symmetries in particular by using “Chryzode” as representation
  • Keywords
    Internet; knowledge acquisition; neural nets; user interface management systems; Fourier or Wavelet transform; Internet; Web user activity; associative memory; knowledge acquisition; learning; proxy cache; thematic profile; user behavior profile; wavelet transform; Associative memory; Cache memory; Data mining; Fourier transforms; Information analysis; Information security; Internet; Knowledge acquisition; Telecommunications; Wavelet transforms;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Neural Networks, 1999. IJCNN '99. International Joint Conference on
  • Conference_Location
    Washington, DC
  • ISSN
    1098-7576
  • Print_ISBN
    0-7803-5529-6
  • Type

    conf

  • DOI
    10.1109/IJCNN.1999.833468
  • Filename
    833468