25 January 2019, LUNCH Seminar, Catholijn Jonker

Shared mental models in the context of Explainable AI

Explainable AI is receiving a lot of attention these days. This is fantastic and important given the increasing use and impact of artificial intelligence, in particular Machine Learning. I think I have been working on Explainable AI for many years now, and I have always approached this from a Knowledge Representation point of view in which Shared Mental Models (and Team Mental Models) have played a big role. I would like to discuss this with you and come to some joint insights as to their possible roles in Explainable Machine Learning.