Although deep neural networks have enjoyed remarkable success across a wide variety of tasks, their ever-increasing size also imposes significant overhead on deployment. To compress these models, knowledge distillation was proposed to transfer from cumbersome (teacher) network into lightweight (student) network. However, guidance teacher does not always improve the generalization students, espe...

Classroom learning consists of a variety of pedagogic relations including teachers and learners’ interactions, inclusions and exclusions of learners and evaluations. The purpose of this paper was to comprehensively examine the nature of these interactions using Rose (2014) pedagogic exchange model. The researchers qualitatively investigated the interactions of an experienced male EFL teacher wi...

describes the type of teacher knowledge required to teach effectively with technology. Describing what teachers need to know can be difficult because teaching is an inherently complex, multifaceted activity which occurs in varied settings. By its nature, teaching is an ill-structured problem requiring reasoning about a wide range of interrelated variables such as the background knowledge that s...

This article explores content area pre-service teacher beliefs about disciplinary knowledge, perceptions of effective content area teaching, and existing beliefs about how to integrate literacy into the content areas. Ten pre-service teachers across ten secondary content areas were asked to describe three important variables in secondary teaching: 1) the knowledge of their content area, 2) char...

While systematic and worthwhile research efforts have been undertaken regarding the conceptualization, development, and assessment of technological pedagogical content knowledge (TPCK) within the context of face-to-face learning experiences in higher education and teacher professional development settings, the authors herein posit that the framework of TPCK requires a technological solution, be...

This article discusses nursing education and changing paradigms of knowledge, emphasizing critical thinking, nursing praxis, and the place of the educator as a role model who provides knowledge, facilitates critical thinking, and teaches students how to cope with the knowledge. It interprets the connection between knowledge and power as a potential source of injustice and inequality in the stud...

Research on teachers’ (personal) theories and beliefs and their (practical) knowledge derived from experience, whether held implicitly or stated explicitly as their personal practical theories (PPTs), indicates that such beliefs can influence teachers’ classroom practices and, therefore, the opportunities that their students have for learning. This study uses a content analysis of 472 self-repo...