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