Scholarly record
ALGORITHMIC AND MATHEMATICAL SUPPORT FOR SOLVING THE PROBLEM OF SYNTHESIS OF ADAPTIVE ELECTRONIC DOCUMENT MANAGEMENT SYSTEM
Abstract
Within the framework of this work the solution of the problem of synthesis of adaptive electronic document management system (EDMS) is considered. An important problem of modern information systems is their personalization to the individual characteristics of users. This improves their efficiency, flexibility, convenience and productivity. To solve the problem of synthesis of adaptive EDMS proposed algorithmic and mathematical support, the original concept of information system architecture and the use of machine learning methods. Within the framework of the presented algorithmic and mathematical support, the approaches to the formalization of document management processes using the original architecture of the EDMS, ways to adapt the interface to the user parameters using artificial neural networks, the formulation of the problem of optimization of EDMS using as a target function of a comprehensive assessment of the system adaptability. The presented algorithm of synthesis of adaptive EDMS is characterized by the use of machine learning technologies to solve a number of problems in the selection of system components, the original architecture as the basis for the formalization of document management processes. The obtained scientific results can be used to solve the problem of design, optimization and adaptation of EDMS in various subject areas.
Publication Impact Profile
Publication details
References10
Belousova S. A., Rogozov Yu. I, Analysis of approaches to the creation of the user interface, Izvestiya Yuzhniy Federal University, Technical science, no. 6 (155), pp 142-148, 2014.
Maedche A. et al., Ontologies for enterprise knowledge management, IEEE Intelligent Systems, Т. 18, №. 2, pp. 26-33, 2003.
Verlan A. F., Sopel M. F., Furtat Yu. O, On organization of adaptive user interface in automated systems, Izvestiya YUFU, Technical science, № 1 (150), pp 100-110, 2014.
Mezenkov A. A., Shibanov S. V, Adaptation of the user interface of the information system to the characteristics of the user, Proceedings of the International Symposium "Reliability and quality", Russia, Vol. 1, 2012.
Riyami B., Mansouri K., Development of an adaptation and interface model, for the information systems interoperability, Intelligent Systems and Computer Vision (ISCV), pp. 1-6, 2015.
Yakovlev Yu. S., Kurzantseva L. I., On the development of adaptive human-machine interface and its evaluation criteria in educational systems, Educational technologies and society, vol. 16, no. 1, pp 547- 563, 2013.
Krasnyanskiy M.N., Ostroukh A.V., Karpushkin S.V., Obukhov A.D., Algorithm for Structural and Parametric Synthesis of Electronic Document Management System of Research and Education Institution, Journal of Applied Sciences, Volume 16, Number 7, pp 332-337, 2016.
Geebelen K. et al., A MVC Framework for policy-based adaptation of workflow processes: a case study on confidentiality, IEEE International Conference on Web Services, pp 401-408, 2010.
Gabriska D., Ölvecký M., Issues of Adaptive Interfaces and Their use in Educational Systems,16th International Conference on Emerging eLearning Technologies and Applications (ICETA), pp 173-178, 2018.
Macık M., Automatic user interface generation: PhD thesis, Faculty of Electrical Engineering, Czech Technical University, 2016.
View or Download full articleAccess options
SWS access login
Login as SWS Scientific CommitteeLogin as SWS Scientific PartnerLogin as SWS AuthorAuthors and approved SWS contributors will read and export their own linked papers after identity matching by SWS profile, email and SGEM GlobalID.
For librarian assistance: [email protected]
Purchase Instant Access
- Article can be downloaded after successful payment.
- Article may be used according to SWS library access terms.
- Article cannot be redistributed.
