2022
DOI: 10.1155/2022/7436256
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Priority Roles of Stakeholders for Overcoming the Barriers to Implementing Education 4.0: An Integrated Fermatean Fuzzy Entropy‐Based CRITIC‐CODAS‐SORT Approach

Abstract: This work defines various stakeholder roles (or strategies) to overcome the barriers to implementing Education 4.0 (EDUC4), which were recently identified in the domain literature. The stakeholder roles are evaluated against these barriers, and such evaluation is structured as a multicriteria sorting problem. To this end, an integrated entropy-based CRITIC-CODAS-SORT under a Fermatean fuzzy (FF) environment addresses epistemic uncertainties inherent in decision-making. The FF CRITIC assigns the priority weight… Show more

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Cited by 10 publications
(3 citation statements)
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References 51 publications
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“…The results show that AI significantly outperforms traditional methods regarding data generation speed. This aligns with the literature highlighting the efficiency of AI in generating synthetic data compared to manual or script-based approaches [44]. The ability to generate data quickly is essential to keep training environments up to date in a field as dynamic as cybersecurity, where threats are constantly evolving.…”
Section: Discussionsupporting
confidence: 76%
“…The results show that AI significantly outperforms traditional methods regarding data generation speed. This aligns with the literature highlighting the efficiency of AI in generating synthetic data compared to manual or script-based approaches [44]. The ability to generate data quickly is essential to keep training environments up to date in a field as dynamic as cybersecurity, where threats are constantly evolving.…”
Section: Discussionsupporting
confidence: 76%
“…The content analysis identified obstacles such as financial constraints, lack of teacher training, and issues with technological infrastructure and connectivity. Simultaneously, it revealed strategies and policies adopted by schools to overcome these challenges and harness the full potential of IR 4.0 technologies (Gonzales, et al, 2022). The findings would inform the stakeholders about best practices and innovative approaches in implementing Education 4.0 principles effectively.…”
Section: Corpus Results Presentationmentioning
confidence: 88%
“…Several strategies can be considered to improve the implementation of EDUC4. For instance, the university can secure funding to support infrastructure development and facilities improvement through various sources, such as government grants, industry partnerships, and international collaborations [60]. More attention must be paid to ensure that the infrastructure and technology systems are in place, which can be achieved through proper planning, implementation, and continuous evaluation.…”
Section: Resultsmentioning
confidence: 99%