Active learning represents a transformative paradigm in machine learning, aimed at reducing the annotation burden by selectively querying the most informative data points. This approach leverages ...

The traditional, lecture-based method of instruction has been increasingly criticised in recent years for failing to actively engage students and for its passive nature. Active learning practices, ...

As an educator bringing 17 years of secondary school experience to a higher education context, I have continued to develop my interest in pedagogy through my work on a postgraduate course in learning ...

Introduction: What is Active Learning? Active learning can be defined as any strategy “that involves students in doing things and thinking about the things they are doing” (Bonwell & Eison, 1991, p.5) ...