There are three main active learning scenarios, comprising membership query synthesis, stream-based selective sampling and pool-based sampling [59].
Nathan"In our experience as educators, one of the key ways that we find private tutoring enhances ESL and ELL programs is through active learning scenarios: tutors can engage students into sample social or business scenarios and enable students to put into practice their learning," says Nathan Arora, President of SchoolTutoring.com, an online tutoring company.
In such scenarios, active learning may be lacking.
Generally, active learning is applied in the scenario that lots of instances are easy to be acquired, but labeling them is expensive and/or time-consuming.
Some of our future goals include (i) running user driven evaluations of the user web interface, (ii) analyzing the acceptance/rejection of physicians in several practical scenarios, (iii) using active learning mechanisms over past query refinements to improve future queries, and (iv) finally studying our method impact's on mining EHRs clinical notes or cohort building tools.
During course workshops, key concepts pertaining to MR and PTA are facilitated by a pharmacist using active learning methods including a standardized patient simulated scenario and a series of clinical cases which have been previously described in detail [ 8, 9].
Students in our introductory course take preclass quizzes to drive acquisition of fact-based content, which leaves the majority of class time for active learning driven by such activities as clicker questions, think pair share, discussion, and case scenarios to help students apply their understanding and practice critical thinking and problem solving.
Technology-enabled active learning practices are transforming both in-class and online teaching-learning scenarios.
Using a case study on human classification scenario, Costa et al. (2013) proposed an active learning framework which allows non-expert classification performed by crowds.
