Abstract: This invention relates to problems arising from searching a large, online image data set. The invention improves the ability of customers to search across large catalogues using keywords when those keywords have not been specified in advance. This invention achieves this by taking diverse metadata, both structured and unstructured, from diverse sources and translating them into a highly structured system for presenting to users.