Zinātniskās darbības atbalsta sistēma
Publikācija: Approaches to the Creation of Behavioural Patterns of Information System Users
| Publikācijas veids | Publikācija RTU zinātniskajā žurnālā |
|---|---|
| Pamatdarbībai piesaistītais finansējums | Nav zināms |
| Aizstāvēšana: | , |
| Publikācijas valoda | English (en) |
| Nosaukums oriģinālvalodā | Approaches to the Creation of Behavioural Patterns of Information System Users |
| Pētniecības nozare | 1. Dabaszinātnes |
| Pētniecības apakšnozare | 1.2. Datorzinātne un informātika |
| Autori |
Pāvels Osipovs
Arkādijs Borisovs |
| Atslēgas vārdi | anomaly detection, user behaviour model, ontology, Bayesian network, neural network, multi-agent system |
| Anotācija | During the development of the system for anomaly detection in the electronic information system, there is a need to review the existing research in the field of user behaviour modelling. Approaches to user behaviour modelling are very diverse: the algorithms based on neural networks, agent-based approach, Bayesian networks and ontologies. Each approach has its advantages and disadvantages, features, and the applicability for the infrastructure of modern complex electronic systems. |
| DOI: | 10.2478/v10313-012-0008-5 |
| Atsauce | Osipovs, P., Borisovs, A. Approaches to the Creation of Behavioural Patterns of Information System Users. Information Technology and Management Science. Nr.15, 2012, 58.-64.lpp. ISSN 2255-9086. e-ISSN 2255-9094. Pieejams: doi:10.2478/v10313-012-0008-5 |
| Pilnais teksts | Pilnais teksts |
| ID | 15245 |