The Information Technology (IT) industry plays a vital role in the global economy and its significance will only continue to grow as digitalization accelerates. During times of increased entropy resulting from crises or military conflicts, the stable functioning of the IT industry is of paramount importance. This study explores the possibility of using a fuzzy Decision Support System (DSS) to forecast and predict how the IT industry in a specific country will operate. For the purpose of demonstration, we use self-developed FuzzyKIDE fuzzy DSS software platform, which employs fuzzy logic to provide a reasonable assessment even when the information is imprecise. We propose a DSS structure that utilizes a combined model of semantic networks and fuzzy implication rules. To demonstrate its effectiveness, we analyze Ukraine's IT industry at various time points and compare the results with historical data.
|Title of host publication
|Proceedings of the 2023 IEEE Conference on Artificial Intelligence
|Institute of Electrical and Electronics Engineers Inc.
|Number of pages
|Published - 2 Aug 2023
|2023 IEEE Conference on Artificial Intelligence, CAI 2023 - Santa Clara, United States
Duration: 5 Jun 2023 → 6 Jun 2023
|2023 IEEE Conference on Artificial Intelligence, CAI 2023
|5/06/23 → 6/06/23
- decision support system
- development trends
- fuzzy logic
- FuzzyKIDE software platform
- IT industry