Zinātniskās darbības atbalsta sistēma
Latviešu English

Publikācija: Identification of Differences of User Behavior Profiles and User Class Templates

Publikācijas veids Zinātniskais raksts, kas indeksēts Web of science un/vai Scopus datu bāzē
Pamatdarbībai piesaistītais finansējums Nav zināms
Aizstāvēšana: ,
Publikācijas valoda English (en)
Nosaukums oriģinālvalodā Identification of Differences of User Behavior Profiles and User Class Templates
Pētniecības nozare 1. Dabaszinātnes
Pētniecības apakšnozare 1.2. Datorzinātne un informātika
Autori Pāvels Osipovs
Arkādijs Borisovs
Aleksanders Mrochko
Atslēgas vārdi abnormal activity, estimation of information systems efficiency, personal profile of behav ior, profile of user behavior, entropy
Anotācija The methods for evaluating the system effectiveness of a user behavior profile are consid ered. For a class of users united by the same role in an information system, we consider the problem of transition from the general to the personal user behavior adaptive profile. It is formally shown that the profile, taking into account all the peculiarities of the behavior of a particular person, effectively detects anomalous behavior. Experiments performed toidentify the characteristics of the profile that are important for use in real applications are additionally realized.
DOI: 10.3103/S0146411614020072
Hipersaite: http://link.springer.com/article/10.3103%2FS0146411614020072 
Atsauce Osipovs, P., Borisovs, A., Mrochko, A. Identification of Differences of User Behavior Profiles and User Class Templates. Automatic Control and Computer Sciences, 2014, Vol.48, No.2, 65.-79.lpp. ISSN 0146-4116. e-ISSN 1558-108X. Pieejams: doi:10.3103/S0146411614020072
Papildinformācija Citējamību skaits:
ID 18462