This year I had the chance to participate in the first virtual PerCom conference. I had the unique experience of virtually moderating the ARDUOUS workshop and of presenting two workshop papers: “Towards Automated Generation of Semantic Annotation for Activity Recognition Problems” and “Kitchen Task Assessment Dataset for Measuring Errors due to Cognitive Impairments“. The latter has been certified by PerCom for both the artifact and the results being presented. The certified dataset together with the evaluation script can be downloaded from [here].