Design and Validation of a FAIR-Compliant Semantic Ontology for Sustainability Reporting
DOI:
https://doi.org/10.61912/jeinsa.v5i1.455Keywords:
Sustainable fashion, ESG Disclosure, Textile ontology, Sustainability Data InteroperabilityAbstract
Sustainable fashion involves complex interactions among material, manufacturing, ethical, and socio-cultural dimensions; however, a formalized semantic framework remains insufficiently developed. This study aims to develop and validate a semantic ontology framework, namely the Fashion and Textile Semantic Knowledge Ontology (FTOs), to systematically and interoperably represent and integrate various dimensions of sustainable fashion. The FTOs was constructed using the NeOn Ontology Engineering Methodology (Scenario 2) to ensure modularity, integration of multiple sources, and iterative refinement through collaboration with domain experts. The ontology consists of eight primary classes: Fiber Type, Yarn Composition, Fabric Lifecycle, Manufacturing Process, Ethical Design, Consumer Awareness, Cultural Aesthetic, and Policy Framework. These classes are interlinked through semantic relations, including isMadeOf, affects, contributesTo, influences, and enables. Validation was conducted using SPARQL-based competency questions and structured domain-expert evaluation, resulting in a mean precision of 95.9 percent, a recall of 90.4 percent, and an overall validity index of 4.74 out of 5. These outcomes confirm the ontology's semantic coherence, inferential reliability, and practical applicability. The integration of cultural and ethical dimensions bridges sustainability semantics with identity-driven consumption patterns, providing a novel contribution to sustainability informatics. The FTOs framework is FAIR-compliant, reusable, and interoperable. It enables AI-driven applications in circular economy modeling, eco-label tracking, and policy simulation, and supports the operationalization of SDG 8 (Decent Work and Economic Growth) and SDG 12 (Responsible Consumption and Production). The ontology provides a replicable foundation for cross-domain sustainable knowledge integration, with potential for extension to multi-lingual datasets and dynamic lifecycle analytics.
References
Korecky, R. (2022). Ontologies in Industry 4.0: Standards, Applications, and Methodologies. Master, Vienna University of Economics and Business, Bonn.
Noardo, F. (2022). Multisource spatial data integration for use cases applications. Transactions in GIS, 26(7), 2874–2913.
Journal Reference :
Amokrane, H. (2025). Fair trade in the face of globalization: company motivations and challenges. مجلة دفاتر اقتصادية, 16(1), 433-446. https://asjp.cerist.dz/en/article/267088.
Anderson, M. (2018). Fair trade and consumer social responsibility: Exploring consumer citizenship as a driver of social and environmental change. Management Decision, 56(3), 634–651. https://doi.org/10.1108/MD-01-2017-0013
Kim, E. (2023). Sustainable new product development for ten thousand villages, a fair-trade social enterprise: Empowering women and economic development through problem-based service learning. Sustainability, 15(8), 6452. https://doi.org/10.3390/su15086452
Kirchherr, J., Yang, N.-H. N., Schulze-Spüntrup, F., Heerink, M. J., & Hartley, K. (2023). Conceptualizing the Circular Economy (Revisited): An analysis of 221 definitions. Resources, Conservation and Recycling, 194, 107001. https://doi.org/10.1016/j.resconrec.2023.107001
Kotis, K. I., Vouros, G. A., & Spiliotopoulos, D. (2020). Ontology engineering methodologies for the evolution of living and reused ontologies: status, trends, findings and recommendations. The Knowledge Engineering Review. 2020;35:e4. doi:10.1017/S0269888920000065
Li, S., Zhou, X., Liu, Y., Chen, J., Guo, T., Yang, W., & Hou, L. (2025). Agile conceptual design and validation based on multi-source product data and large language models: a review, framework, and outlook. Journal of Engineering Design, 36(4), 473–503. https://doi.org/10.1080/09544828.2025.2476879
Luschi, A., Petraccone, C., Fico, G., Pecchia, L., & Iadanza, E. (2023). Semantic ontologies for complex healthcare structures: a scoping review. IEEE Access, 11, 19228–19246. https://cordis.europa.eu/project/id/101017331
Poveda-Villalon, M., Garijo, D., Gonzalez-Beltran, A., Jonquet, C., & Le Franc, Y. (2024). Ontology engineering and the FAIR principles: A gap analysis toward a FAIR-by-design methodology. FOAM 2024-FAIR Principles for Ontologies and Metadata in Knowledge Management. https://ceur-ws.org/Vol-3882/foam-4.pdf
Rahaman, M. T., Pranta, A. D., Repon, M. R., Ahmed, M. S., & Islam, T. (2024). Green production and consumption of textiles and apparel: Importance, fabrication, challenges and future prospects. Journal of Open Innovation: Technology, Market, and Complexity, 10(2), 100280. https://doi.org/10.1016/j.joitmc.2024.100280
Suárez-Figueroa, M. C., Gómez-Pérez, A., & Fernandez-Lopez, M. (2015). The NeOn Methodology framework: A scenario-based methodology for ontology development. Applied Ontology, 10(2), 107–145. https://doi.org/10.3233/AO-150145
Verdonck, M., Gailly, F., De Cesare, S., & Poels, G. (2015). Ontology-driven conceptual modeling: A systematic literature mapping and review. Applied Ontology, 10(3–4), 197–227. https://doi.org/10.3233/AO-150154
Xie, X., Moretti, N., Merino, J., Chang, J. Y., Pauwels, P., & Parlikad, A. K. (2022). Enabling building digital twin: Ontology-based information management framework for multi-source data integration. IOP Conference Series: Earth and Environmental Science, 1101(9), 92010. https://doi.org/10.1088/1755-1315/1101/9/092010
Statutory Regulation Reference :
Peraturan Menteri Perdagangan Nomor 08 Tahun 2024 tentang Perubahan Ketiga Atas Peraturan Menteri Perdagangan Nomor 36 Tahun 2023 tentang Kebijakan dan Pengaturan Impor.
Internet Reference :
Badan Pusat Statistik. (2024). Kontribusi industri tekstil dan garmen terhadap produk domestik bruto 2024. https://www.bps.go.id/
United Nations Environment Programme. (2025). Making sustainable living the new norm: Global strategy on consumption and production. https://www.unep.org/
Price Waterhouse Coopers. (2024). Voice of the consumer survey 2024: Asia Pacific edition. https://www.pwc.com/
World Wide Web Consortium. (2025). OWL: Web ontology language. https://www.w3.org/OWL//10.26668/businessreview/2023.v8i6.2751
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