« Unlimited change in scientific terminology challenges integrity in scientific knowledge graph (SKG) representation, while current data and modeling standards, mostly document oriented, hardly allow a resilient semantic upgrade of scholarly content. Moreover, results of a « multimodal knowledge acquisition » are required for an efficient upgrade of search methods: « vital nodes…