Development of a web-based strategic management expert system using knowledge graphs

İrdesel, İlter and Ertek, Gurdal and Demirelli, Ahmet and Kailas, Lakshmi and Lekesiz, Ahmet and Shuvo, Riaz Uddin (2023) Development of a web-based strategic management expert system using knowledge graphs. In: 8th International Congress on Information and Communication Technology, ICICT 2023, London

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In this paper, we present the development of a Web-based expert system, StrategyAdvisor Cloud, to support strategic management decision-making. The system was developed using a multistage methodology that builds upon knowledge graphs, where knowledge acquisition and rule base construction by project members with different roles, capabilities, and skills can be facilitated through customized visual languages. The methodology systematizes knowledge acquisition and knowledge representation for each stage, coupled with algorithms for the transformation of knowledge graphs between successive stages. The developed expert system and the development process are described in detail in the paper and its supplement, to serve as guidance in the development of similar systems in future.
Item Type: Papers in Conference Proceedings
Uncontrolled Keywords: Decision support systems; Expert systems; Knowledge graphs; Knowledge representation; Strategic management
Divisions: Faculty of Engineering and Natural Sciences
Depositing User: Ahmet Demirelli
Date Deposited: 07 Feb 2024 15:09
Last Modified: 07 Feb 2024 15:09

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