Simulation of Typical Behavior User Using Markov Models

2011 Baltic Congress on Future Internet Communications (BCFIC Riga 2011) 2011
Pāvels Osipovs, Arkādijs Borisovs

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 model, detection of abnormal activity, electronic medical record
DOI
10.1109/BCFIC-RIGA.2011.5733241
Hyperlink
http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=5733241

Osipovs, P., Borisovs, A. Simulation of Typical Behavior User Using Markov Models. In: 2011 Baltic Congress on Future Internet Communications (BCFIC Riga 2011), Latvia, Riga, 16-18 November, 2011. Piscataway: IEEE, 2011, pp.229-236. ISBN 978-1-4244-8511-6. Available from: doi:10.1109/BCFIC-RIGA.2011.5733241

Publication language
English (en)