Model-based software engineering methodology in a framework approach
DOI:
https://doi.org/10.31548/zemleustriy2026.01.0%25pKeywords:
Model-Based Software Engineering (MBSE) methodology, MBSE Conceptual Framework, SpIS extension methodologyAbstract
The research of the “Framework Approach to Handling with (Hierarchical) Spatial Information Systems (SpIS)”, hereinafter referred to as the Framework Approach, was continued. Prior to this, the entities of the Framework Approach, which relate to the upper echelons of its epistemological hierarchy, were considered. Namely, to (the title of the corresponding echelon of the article is given in quotes “…”): 1) the first echelon – “Framework Approach as a Strategy for Research and Design of Complex SpIS (on the Example of NGDI)”; 2) again the first echelon – “Microsoft Solutions Framework (MSF) as a Generalized Methodology of the Framework Approach for Handling SpIS”; 3) the second echelon – “Standardization of the MSF Agile Methodology using ISO/IEC 24744 standard”; 4) the third echelon – “On the Methodics of the Framework Approach to Creating SpIS Using Modern Microsoft Technologies”. Echelons unite groups of users of a modeling system. They correspond to strata of the same system.
Three of the four mentioned articles make significant use of special knowledge about MSF and about modern information technologies (IT) of Microsoft. To reduce dependence on this knowledge, in this article we used “neutral” knowledge about software (SW) development methodologies. For this purpose, the so-called Model-Based Software Engineering (MBSE) is considered through the “framework prism”. The latter is Model-Based System Engineering (MBSE) and, more generally, Model-Based Engineering (MBE). Their understanding is necessary to create our own methodology, which is called the Pattern-Based Spatial Engineering (PBSE) methodology. PBSE will include the methodics of extending the SpIS, which were mentioned in our works earlier. Moreover, these methodics have already been used by us in practice, sometimes without association with any methodology. It should be noted that our SpIS extension methodics are applied to constructions that are already structured as a result of using the so-called Atlas Solution Framework AtlasSF.
Received: 09.12.2025;
Accepted: 25.03.2026;
References
1. Dyshlyk, O., Chabaniuk, V. (2025). Karkasnyi pidkhid yak stratehiia doslidzhennia proektuvannia skladnykh prostorovykh informatsiinykh system (na prykladi NIHD) [Framework approach as a research strategy for the design of complex spatial information systems (using the example of NIGD)]. Land management, cadastre and land monitoring, (1), 104-130. DOI: https://doi.org/10.31548/zemleustriy2025.01.09.
[in Ukrainian]
2. Shynkaruk, V.I. (hol. redkol.) ta in. (2002). Filosofskyi entsyklopedychnyi slovnyk [Philosophical Encyclopedic Dictionary] / Hryhoriy Skovoroda Institute of Philosophy, NAS of Ukraine. Kyiv: Abrys. C. 742. ISBN 966-531-128-X. [in Ukrainian]
3. Dyshlyk, O., Chabaniuk, V. (2026). Standartyzatsiia metodolohii MSF Agile z dopomohoiu standarta ISO/IEC 24744 [Standardization of the MSF Agile methodology using ISO/IEC 24744]. Land management, cadastre and land monitoring, (1). Prepared for printing. [in Ukrainian]
4. Chabaniuk, V., Dyshlyk, O. (2024). Formalizatsiia Kontseptualnoho Karkasa Prostorovykh System [Formalization of the Conceptual Framework of Spatial Systems]. Land management, cadastre and land monitoring, (3), 64-88. DOI: https://doi.org/10.31548/zemleustriy2024.03.06. [in Ukrainian, in English]
5. Chabaniuk, V. (2024). Karkas Atlasnykh Rishen AtlasSF yak pidkhid, metod i zasib stvorennia Atlasnykh i HeoInformatsiinykh System. Heohrafichna nauka ta osvita: perspektyvy y innovatsii : zb. materialiv IV Mizhnar. nauk.-prakt. konf., Pereiaslav, 19-20 ver. 2024. Pereiaslav (Kyiv. obl.), 197. [AtlasSF Framework of Atlas Solutions as an approach, method and means of creating Atlas and GeoInformation Systems. Geographical science and education: prospects and innovations: collection of materials of the IV International Scientific-Practical Conference (Pereyaslav, September 19-20, 2024). Pereyaslav (Kyiv region), 2024. P. 197]. [in Ukrainian]
6. Chabaniuk, V. (2018). Relatsiina kartohrafiia: Teoriia ta praktyka. [Relational Cartography: Theory and Practice]. Kyiv: Instytut heohrafii NAN Ukrainy, 525. ISBN 978-966-02-8701-3. [in Ukrainian]
7. Chabaniuk, V., Dyshlyk, O., Polyvach, K., Pioro, V., Kolimasov, I., Nechyporenko, Yu. (2022). Holovni kontseptualni polozhennia stvorennia elektronnoho derzhavnoho reiestru nerukhomoi kulturnoi spadshchyny Ukrainy. [The main conceptual provisions of the creation of an electronic state register of immovable cultural heritage of Ukraine] chastyna 1. Land management, cadastre and land monitoring, (2), 133-154. DOI: https://doi.org/10.31548/zemleustriy2022.02.11. [in Ukrainian, in English]
8. Chabaniuk, V., Dyshlyk, O., Polyvach, K., Pioro, V., Kolimasov, I., Nechyporenko, Yu. (2022). Holovni kontseptualni polozhennia stvorennia elektronnoho derzhavnoho reiestru nerukhomoi kulturnoi spadshchyny Ukrainy. [The main conceptual provisions of the creation of an electronic state register of immovable cultural heritage of Ukraine.] chastyna 2. Land management, cadastre and land monitoring, (3), 114-136. DOI: https://doi.org/10.31548/zemleustriy2022.03.11. [in Ukrainian, in English]
9. Holt, J. (2023). Systems Engineering Demystified: Apply modern, model-based systems engineering techniques to build complex systems. Packt Publishing, 2nd Ed., 504 (533) p.
10. Brambilla, M., Cabot, J., Wimmer, M. (2017). Model-driven Software Engineering in Practice (Synthesis Lectures on Software Engineering). Morgan & Claypool Publishers, 2nd Ed., 209 p. DOI:10.2200/S00441ED1V01Y201208SWE001.
11. Martin, J. N. (1996). Systems Engineering Guidebook. CRC Press, 281 (309) p. DOI: https://doi.org/10.1201/9780138737443.
12. Ackerman, L., Gonzalez, C. (2011). Patterns-Based Engineering: Successfully Delivering Solutions via Patterns. Addison-Wesley, 444 (473). ISBN-10: 0-321-57428-1; ISBN-13: 978-0-321-57428-2.
13. Favre, J.-M. (2004). Towards a Basic Theory to Model Model Driven Engineering. Proc. of the 3rd UML Workshop in Software Model Engineering, 8 p.
14. Lano, K., Kolahdouz-Rahimi, S. (2014). Model-Transformation Design Patterns. IEEE Transactions on Software Engineering, Volume 40, Issue 12, 1224-1259. DOI:10.1109/TSE.2014.2354344.
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