Introducing Children to Machine Learning Through Machine Teaching
Utkarsh Dwivedi · Interaction Design and Children · 2021
A machine teaching interface is any interface that lets anyone teach an algorithm how to classify a dataset. For my dissertation, I want to explore the use of interactive machine learning interfaces also known as teachable machines for introducing machine learning to children. At its core, such interfaces can be made accessible since they can use audio or images as input data which increases the alternate representations that can be used to communicate concepts. Specifically, I would be building interactive experiences that introduce sighted and blind children to basic concepts of machine learning.