Making AI More Human

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Although my field of study is computer science and artificial intelligence, I am conducting my doctoral studies in a (soon to become) Faculty of Education while my field of expertise is Multimodal Learning Analytics. In this field, the Human component has always been of highest relevance. In the prototypes we developed it is typically a human that uses the developed systems, as well as the human (e.g. teacher or learner) is the subject of investigation. Continue reading

Detecting Mistakes in CPR Training with Multimodal Data and Neural Networks

This journal article, the fourth and  main experiment of my PhD thesis was published in gold Open Access in the MDPI Sensors journal as part of the Special Issue Advanced Sensors Technology in Education by Daniele Di Mitri,Jan Schneider, Marcus Specht and Hendrik Drachsler  Image

Abstract

This study investigated to what extent multimodal data can be used to detect mistakes during Cardiopulmonary Resuscitation (CPR) training.

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