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Although explainable computational creativity seeks to create and sustaincomputational models of creativity that foster a collaboratively creativeprocess through explainability, there remains little to no work in supportingdesigners when exploring the explanation medium. While explainable artificialintelligence methods tend to support textual, visual, and numericalexplanations, within the arts, interaction mediums such as auditorial, tactile,and olfactoral may offer more salient communication within the creative processitself. Through this research, I propose a framework to assist designers ofexplainable user interfaces in modeling the type of interaction they wish tocreate using explanations.

Explaining the Arts: Toward a Framework for Matching Creative Tasks with Appropriate Explanation Mediums