Zinātniskās darbības atbalsta sistēma
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 |
