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
Link To Document :
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