Scientific evaluation is based for the most part on citation analysis. The phenomena of citation is not yet well studied. The use of the Contextual Exploration technique that allows the automatic semantic annotation of the relations between authors, gives some new possibilities in this area. New bibliosemantic indicators can be considered in order to provide a better perception of citations through the study of semantic categories. The computer implementation proposed in this article raises the question of the evaluation of this approach.