Development of a Web-Based Strategic Management Expert System Using Knowledge Graphs

İlter İrdesel; Gurdal Ertek; Ahmet Demirelli; Lakshmi Kailas; Ahmet Lekesiz; Riaz Uddin Shuvo

doi:10.1007/978-981-99-3243-6_48

Development of a Web-Based Strategic Management Expert System Using Knowledge Graphs

İlter İrdesel, Gurdal Ertek, Ahmet Demirelli, Lakshmi Kailas, Ahmet Lekesiz, Riaz Uddin Shuvo

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Abstract

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.

Original language	English
Title of host publication	Proceedings of 8th International Congress on Information and Communication Technology - ICICT 2023
Editors	Xin-She Yang, R. Simon Sherratt, Nilanjan Dey, Amit Joshi
Publisher	Springer Science and Business Media Deutschland GmbH
Pages	593-605
Number of pages	13
ISBN (Print)	9789819932429
DOIs	https://doi.org/10.1007/978-981-99-3243-6_48
Publication status	Published - 2023
Externally published	Yes
Event	8th International Congress on Information and Communication Technology, ICICT 2023 - London, United Kingdom Duration: Feb 20 2023 → Feb 23 2023

Publication series

Name	Lecture Notes in Networks and Systems
Volume	693 LNNS
ISSN (Print)	2367-3370
ISSN (Electronic)	2367-3389

Conference

Conference	8th International Congress on Information and Communication Technology, ICICT 2023
Country/Territory	United Kingdom
City	London
Period	2/20/23 → 2/23/23

Keywords

Decision support systems
Expert systems
Knowledge graphs
Knowledge representation
Strategic management

ASJC Scopus subject areas

Control and Systems Engineering
Signal Processing
Computer Networks and Communications

Access to Document

10.1007/978-981-99-3243-6_48

Cite this

İrdesel, İ., Ertek, G., Demirelli, A., Kailas, L., Lekesiz, A., & Shuvo, R. U. (2023). Development of a Web-Based Strategic Management Expert System Using Knowledge Graphs. In X-S. Yang, R. S. Sherratt, N. Dey, & A. Joshi (Eds.), Proceedings of 8th International Congress on Information and Communication Technology - ICICT 2023 (pp. 593-605). (Lecture Notes in Networks and Systems; Vol. 693 LNNS). Springer Science and Business Media Deutschland GmbH. https://doi.org/10.1007/978-981-99-3243-6_48

Development of a Web-Based Strategic Management Expert System Using Knowledge Graphs. / İrdesel, İlter; Ertek, Gurdal; Demirelli, Ahmet et al.
Proceedings of 8th International Congress on Information and Communication Technology - ICICT 2023. ed. / Xin-She Yang; R. Simon Sherratt; Nilanjan Dey; Amit Joshi. Springer Science and Business Media Deutschland GmbH, 2023. p. 593-605 (Lecture Notes in Networks and Systems; Vol. 693 LNNS).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

İrdesel, İ, Ertek, G, Demirelli, A, Kailas, L, Lekesiz, A & Shuvo, RU 2023, Development of a Web-Based Strategic Management Expert System Using Knowledge Graphs. in X-S Yang, RS Sherratt, N Dey & A Joshi (eds), Proceedings of 8th International Congress on Information and Communication Technology - ICICT 2023. Lecture Notes in Networks and Systems, vol. 693 LNNS, Springer Science and Business Media Deutschland GmbH, pp. 593-605, 8th International Congress on Information and Communication Technology, ICICT 2023, London, United Kingdom, 2/20/23. https://doi.org/10.1007/978-981-99-3243-6_48

İrdesel İ, Ertek G, Demirelli A, Kailas L, Lekesiz A, Shuvo RU. Development of a Web-Based Strategic Management Expert System Using Knowledge Graphs. In Yang X-S, Sherratt RS, Dey N, Joshi A, editors, Proceedings of 8th International Congress on Information and Communication Technology - ICICT 2023. Springer Science and Business Media Deutschland GmbH. 2023. p. 593-605. (Lecture Notes in Networks and Systems). doi: 10.1007/978-981-99-3243-6_48

İrdesel, İlter ; Ertek, Gurdal ; Demirelli, Ahmet et al. / Development of a Web-Based Strategic Management Expert System Using Knowledge Graphs. Proceedings of 8th International Congress on Information and Communication Technology - ICICT 2023. editor / Xin-She Yang ; R. Simon Sherratt ; Nilanjan Dey ; Amit Joshi. Springer Science and Business Media Deutschland GmbH, 2023. pp. 593-605 (Lecture Notes in Networks and Systems).

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Development of a Web-Based Strategic Management Expert System Using Knowledge Graphs

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