An Ontology for the Fashion Domain Based on Knowledge Retrieval

Building a large-scale knowledge graph in the fashion domain can be advantageous for further applications such as recommendations and searches. The paper proposes an approach to building an ontology for the field of fashion. First, a literature review on the construction and applications of ontologies in the fashion domain has been performed. Then we analyze fashion-related entities and attributes and make knowledge acquisition for domain ontology construction. The ontology has been formally defined according to the RDF standard. Finally, the ontology was evaluated with datasets consisting of fashion products.