Active Learning

This book is a general introduction to active learning. It outlines several scenarios in which queries might be formulated, and details many query selection algorithms which have been organized into four broad categories, or "query selection frameworks." It also touches on some of the theoretical foundations of active learning, and conclude with an overview of the strengths and weaknesses of these approaches in practice. ISBN 9781608457250, 114 pages.