This paper presents an approach to developing a fashion domain ontology based on inputs from fashion experts and natural language processing (NLP) methods. While many of software solutions for fashion industry are concentrated on the design, manufacturing and trading applications, semantic technologies are just starting to interact with fashion domain. Domain ontologies allow capturing, sharing, analyzing and reusing the important information from the defined field.