Метод комбинированного использования SWOT-анализа и метода гибридных оценок
Работая с нашим сайтом, вы даете свое согласие на использование файлов cookie. Это необходимо для нормального функционирования сайта, показа целевой рекламы и анализа трафика. Статистика использования сайта отправляется в «Яндекс» и «Google»
Научный журнал Моделирование, оптимизация и информационные технологииThe scientific journal Modeling, Optimization and Information Technology
Online media
issn 2310-6018

Method of combined use of SWOT-analysis and hybrid estimation method

Makoviy K.A.,  Efimova O.E.,  Khitskova Y.V.,  Novikov E.A. 

UDC 330.46
DOI: 10.26102/2310-6018/2024.46.3.003

  • Abstract
  • List of references
  • About authors

The paper considers a method in which SWOT analysis is combined with the hybrid assessment method. SWOT analysis includes the identification of internal strengths and weaknesses of the organization and external opportunities and threats, which allows to choose strategies to maximize benefits and minimize risks. In turn, the hybrid assessment method combines the advantages of several well-known methods for increasing the efficiency and convenience of the decision-making process. The main idea of the method is the combined use of the hierarchy analysis method and the statistical method of calculating the weighted average, which makes it possible to combine their strengths and at the same time minimize the disadvantages. The analytical hierarchy process allows one to structure complex tasks in the form of a hierarchy, which is then formed into separate levels. Paired comparisons of hierarchy elements make it possible to assess the relative importance of each element, which provides a systematic approach to decision-making process. The purpose of the integration was to combine the positive features of the two methods. Within the framework of this article, one of the main disadvantages of the combined use of SWOT analysis and the hierarchy analysis method was identified and described in detail. A comparative analysis of the number of required pairwise comparison operations was also carried out between the combined use of SWOT analysis and the hierarchy analysis method, and the use of SWOT analysis in conjunction with the hybrid assessment method.

1. Dabbagh M., Lee S.P., Parizi R.M. Functional and non-functional requirements prioritization: empirical evaluation of IPA, AHP-based, and HAM-based approaches. Soft Computing. 2016;20(11):4497–4520. https://doi.org/10.1007/s00500-015-1760-z

2. Dabbagh M., Lee S.P., Parizi R.M. Application of Hybrid Assessment Method for Priority Assessment of Functional and Non-Functional Requirements. In: 2014 International Conference on Information Science & Applications (ICISA), 06-09 May 2014, Seoul, Korea (South). IEEE; 2014. pp. 1–4. https://doi.org/10.1109/ICISA.2014.6847365

3. Osuna E.E., Aranda A. Combining SWOT and AHP techniques for strategic planning. In: ISAHP 2007: Proceedings of the 9th International Symposium on the Analytic Hierarchy Process, 02-06 August 2007, Viña del Mar, Chile. 2007. https://doi.org/10.13033/isahp.y2007.012

4. Sevkli M., Oztekin A., Uysal O., Torlak G., Turkyilmaz A., Delen D. Development of a fuzzy ANP based SWOT analysis for the airline industry in Turkey. Expert Systems with Applications. 2012;39(1):14–24. https://doi.org/10.1016/j.eswa.2011.06.047

5. Yüksel İ., Dagdeviren M. Using the analytic network process (ANP) in a SWOT analysis – A case study for a textile firm. Information Sciences. 2007;177(16):3364–3382. https://doi.org/10.1016/j.ins.2007.01.001

6. Makoviy K., Khitskova Yu. Complex interaction of AHP technique and SWOT – analysis for virtual desktop infrastructure (VDI). Journal of Physics: Conference Series. 2019;1202. https://doi.org/10.1088/1742-6596/1202/1/012029

7. Makovy K., Ermakov S., Hitskova Yu. Using AHP technology in the implementation of VDI. Teoriya i tekhnika radiosvyazi. 2016;(1):107–111. (In Russ.).

8. Makoviy K.A., Hitskova Yu.V., Gerus S.V. The use of hybrid method in the field of information technology. Nauchnyi vestnik Voronezhskogo gosudarstvennogo arkhitekturno-stroitel'nogo universiteta. Seriya: Informatsionnye tekhnologii v stroitel'nykh, sotsial'nykh i ekonomicheskikh sistemakh. 2016;(1):120–124. (In Russ.).

9. Ribeiro R.A., Moreira A.M., Van den Broek P., Pimentel A. Hybrid Assessment Method for Software Engineering Decisions. Decision Support Systems. 2011;51(1):208–219. https://doi.org/10.1016/j.dss.2010.12.009

10. Makoviy K.A., Khitskova Yu.V., Proskurin D.K. Analytical hierarchy process for the selection of strategic alternatives for introduction of infrastructure virtual desktop infrastructure in the university. Sovremennye informatsionnye tekhnologii i IT-obrazovanie = Modern Information Technologies and IT-Education. 2017;13(4):296–303. (In Russ.). https://doi.org/10.25559/SITITO.2017.4.344

Makoviy Katerina Alexandrovna
Candidate of Technical Sciences

Voronezh State Technical University
Voronezh State Technical University

Voronezh, Russia

Efimova Olga Evgenievna
Candidate of Technical Sciences

Voronezh State Technical University

Voronezh, Russia

Khitskova Yuliya Vladimirovna
Candidate of Economyc Sciences, Associate Professor

Voronezh State Technical University
Voronezh State Technical University

Voronezh, Russia

Novikov Evsey Alexandrovich

Voronezh State Technical University

Voronezh, Russia

Keywords: decision making method, hierarchy analysis method, hybrid assessment method, non-functional requirements, functional requirements, SWOT analysis

For citation: Makoviy K.A., Efimova O.E., Khitskova Y.V., Novikov E.A. Method of combined use of SWOT-analysis and hybrid estimation method. Modeling, Optimization and Information Technology. 2024;12(3). URL: https://moitvivt.ru/ru/journal/pdf?id=1601 DOI: 10.26102/2310-6018/2024.46.3.003 (In Russ).

153

Full text in PDF

Received 11.06.2024

Revised 20.06.2024

Accepted 11.07.2024

Published 30.09.2024