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Information includes Document elements and knowledge.
This excludes binary data but includes knowledge. Knowledge retrieval is knowledge-based IR, i.e. the exploitation of conceptual relations between pieces of information for retrieving them. In knowledge-based queries, logical inferences are automatically done. In knowledge-based navigation, the user is guided by the conceptual structuration of the displayed information. In that case, it is generally called knowledge modelling.