I came across this XAI prototyping framework for co-creation/co-design tools https://weina.me/end-user-xai/
and wonder if we could use some of the material published there to guide our iSee co-creation activities
Nirmalie
2 Comments
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iSee Team
EUCA for End-User-Centered Explainable AI Framework has forms that can help build a first explainable AI tool, just to "try and test". The principle is then to iterate co-design, co-creation, review of the prototype to refine the quality of explanation and make it matching better the user needs/goals. and of course as multiple user profiles have different needs, User interface and user experience as well adn Human-Machine-Interaction are core component of the iterations.
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iSee Team
These principles are synergies with what drives iSee community and project.
In iSee we distinguish end-users-likely expecting explanation to justify the AI system prediction/recommendation (what-if, counterfactuals, alternative results with similarity score, key words causing the result to appear). Such can be derived from input/output data set as post-hoc explanation for instance.
AI dvelopers or designers will more be interested in how the AI works (algorithm behaviour) which requires low-level features from data set.
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