• DocumentCode
    2756878
  • Title

    Simulation of typical behavior user using Markov models

  • Author

    Osipov, Pavel ; Borisovs, Arkadijs

  • Author_Institution
    Fac. of Comput. Sci. & Inf. Technol., Riga Tech. Univ., Riga, Latvia
  • fYear
    2011
  • fDate
    16-18 Feb. 2011
  • Firstpage
    229
  • Lastpage
    236
  • Abstract
    Described the problem of modeling the behavior of a typical user of an electronic information system to detect the fact of use of his account by another person. Investigated method that allows presenting the typical behavior of a user in the form of Markov model and further assessing the target user´s behavior compared with the pattern presented in the corresponding model. In the process of research an experimental system was developed that allows evaluating the possibility of using Markov models to solve this problem and the statistical properties of the created model. The results of the initial experiments show good suitability of this approach.
  • Keywords
    Markov processes; information systems; security of data; statistical analysis; Markov models; electronic information system; statistical properties; user behavior modelling; user behavior simulation; Analytical models; Biological system modeling; Information systems; Load modeling; Markov processes; Measurement; Training; Markov model; detection of abnormal activity; electronic medical record;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Internet Communications (BCFIC Riga), 2011 Baltic Congress on Future
  • Conference_Location
    Riga
  • Print_ISBN
    978-1-4244-8511-6
  • Type

    conf

  • DOI
    10.1109/BCFIC-RIGA.2011.5733241
  • Filename
    5733241