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How do People Train a Machine?
2021
Proceedings of the ACM on Human-Computer Interaction
Machine learning systems became pervasive in modern interactive technology but provide users with little, if any, agency with respect to how their models are trained from data. In this paper, we are interested in the way novices handle learning algorithms, what they understand from their behavior and what strategy they may use to "make it work". We developed a web-based sketch recognition algorithm based on Deep Neural Network (DNN), called Marcelle-Sketch, that end-users can train
doi:10.1145/3449236
fatcat:gpt5v3b32jb4vb4fhoptvmnbmu