We now present the main steps involved in developing this knowledge base and invite interested readers to obtain more details in [5]. The method is able to generate an OWL ontology from any drug-related classification present in our drug database. In a nutshell, our self-medication database stores, for all drugs sold in the French market, all the information available on the Summary of Product Characteristics (SPC).