A system and a method of generating and using a multimodal knowledge representation within an artificial intelligence computing system may include prompting a selection of nodes in a graphical visualization; defining an adaptation strategy based; integrating an adaptation strategy representation with the selection of nodes to generate a multimodal knowledge representation; traversing the selection of nodes in response to a user query; performing an adaptation on the selection of nodes; and updating the knowledge representation based on user feedback to a result generated in response to the user query.
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