This article explains the methodology we used and the results we obtained to answer the challenge in Défi EGC 2016, on data-mining articles published in this conference since 2004. Our approach is based on a fully automated pre-treatment based on public natural language processing ressources for both French and English and on an exploration tool based on logical information systems; these systems rely on formal concept analysis generalized to key-value data or to the semantic web.