GENERALIZED NET MODEL OF THE E-LEARNING PROCESS

Authors

DOI:

https://doi.org/10.68302/std2026.vol3.141

Keywords:

e-learning, learning process, generalized net, education

Abstract

The paper presents a original model of the e-learning process, developed using the Generalized Net (GN) apparatus. The main stages in digital education are modeled - from access to learning resources in electronic platforms to ongoing control and final assessment. Through the GN-specific transitions, the logical connections and information flows between learners, teachers and learning management systems (LMS) are described. The model allows tracking individual progress and offers a theoretical basis for optimizing software architectures in the modern educational environment.

Supporting Agencies

This work was supported by the National Science Program “Security and Defence” program, which has received funding from the Ministry of Education and Science of the Republic of Bulgaria under the grant agreement no. Д01-74/19.05.2022.

Downloads

Download data is not yet available.

Author Biographies

  • Daniela Mirtcheva-Ivanova, Bulgarian Defence Institute "Professor Tsvetan Lazarov", Sofia, Bulgaria

    Development C4I systems department in Bulgarian Defence Institute, PhD-student

  • Rosen Iliev, Bulgarian Defence Institute "Professor Tsvetan Lazarov", Sofia, Bulgaria

    "Development C4I systems" department in Bulgarian Defence Institute, professor

References

[1] Atanassov, K., „Generalized Nets“, 1991

[2] Atanassov, K. "On Generalized Nets Theory" (Published by "Prof. Marin Drinov", 2007)

[3] Garvanov, I. "Modeling of Processes and Systems" (UniBIT, 2015)

[4] Orozova, D., et al. "Generalized Net Model of E-learning System with Privacy and Security Requirements" (2009)

[5] Sotirova, E., et al. "Generalized Net Model of a System for Quality Assurance in Higher Education" (2019) https://doi.org/10.1063/1.5133515

[6] Atanassov K. "Generalized Nets: Theory and Applications“, 2017. Available: https://www.math.bas.bg/bgsiam/docs/bgsiam_2017_abstract-katanassov.pdf

[7] Orozova D, Atanassov K., Todorova, M., January 2016 „Generalized net model of the process of personalization and usage of an e-learning environment“. Available:

https://www.researchgate.net/publication/311388385_Generalized_net_model_of_the_process_of_personalization_and_usage_of_an_e-learning_environment

[8] Angelova N., M. Todorova, K. Atanassov, GN IDE: Implementation, Improvements and Algorithms, Comptes rendus de l’Acade'mie bulgare des Sciences, Vol. 69, 2016, No. 4, 411—420, ISSN 1310-1331. https://www.proceedings. bas.bg/cgi-bin/mitko/0DOC_abs.pl?2016_4_02

[9] Trifonov T., K. Georgiev, K. Atanassov. Software for modelling with Generalised Nets. Issues in intuitionistic fuzzy sets and generalized nets, Vol. 6, 2008, 36-42.10.

[10] Boyukov T., Atanassov K., August 2025, Generalized nets as a tool for modelling of railway networks https://www.researchgate.net/publication/394810745_Generalized_nets_as_a_tool_for_modelling_of_railway_networks_Part_3

[11] Kochankov M., Iliev R., June 2024, A Generalized Net Model for Accessing Information Resources in a Secure Environment https://www.researchgate.net/publication/399929712_a_generalized_net_model_for_accessing_information_resources_in_a_secure_environment

[12] K. Atanassov K., 2020, Generalized Nets and Intuitionistic Fuzziness in Data Mining , Prof. Marin Drinov Publishing House of Bulgarian Academy of Sciences

[13] Mathematical Objects Generated by an Arbitary Natural Number - Krassimir Atanassov, Prof. Marin Drinov Publishing House of Bulgarian Academy of Sciences , 2024 г.

[14] New Advances, Challenges, and Perspectives, National Conference on Operational and Systems Research, held in Warsaw, Poland on October, 17-18, 2024 Conference proceedings 2026, https://doi.org/10.1007/978-3-032-22232-9

https://link.springer.com/book/10.1007/978-3-032-22232-9 =Uncertainty and Imprecision in Decision Making and Decision Support -

[15] Alexieva J., Sotirova E., May 2026, A Generalized Net Model for Implementation of Digital Competencies in the Education System, https://www.researchgate.net/publication/404678354_A_Generalized_Net_Model_for_Implementation_of_Digital_Competencies_in_the_Education_System

Downloads

Published

17.09.2026

How to Cite

[1]
D. Mirtcheva-Ivanova and R. Iliev, “GENERALIZED NET MODEL OF THE E-LEARNING PROCESS”, SysTechDev, vol. 3, pp. 203–207, Sep. 2026, doi: 10.68302/std2026.vol3.141.