We briefly describe the Hypertopic model created by Tech-CICO lab and the Agorae software tool based on this model. We focus on how this allpurpose Knowledge Management approach, that we have called “socio semantic Web”, can help communities to formulate, to publish, or to broadcast knowledge, especially scientific knowledge in the field of Human and Social Sciences, where formal “ontology” approaches are often risky.