ML: Active Learning (human-in-the-loop machine learning)

Human-in-the-loop machine learning - O'Reilly Radar
Practical machine-learning applications and strategies from experts in active learning.
“active learning” — also referred to as “human computation,” “human-machine hybrid systems,” and “human-in-the-loop machine learning.”