Amid the rapid evolution of artificial intelligence (AI), the intricate model structures and opaque decision-making processes of AI-based systems have raised the trustworthy issues in education. We, therefore, first propose a novel three-layer knowledge tracing model designed to address trustworthiness for an intelligent tutoring system. Each…

The human body provides a wealth of information that, when captured and analyzed, offers deep insight into the mind and its processes. At no other point in history has this information been as accessible as it is today. Using various sensor systems, researchers can now efficiently capture fine-grain behavioral data and leverage it for scientific…

Three indicators of undergraduate students' (n = 197) source evaluation were investigated as students completed an academic task requiring the use of multiple texts. The source evaluation metrics examined were students' (1) accessing of document information, (2) trustworthiness ratings, and (3) citation in written responses. All three indicators…

This study investigates the quality of argumentation developed by a group of pre-service physics teachers' (PSPT) as an indicator of subject matter knowledge on model rocketry physics. The structure of arguments and scientific credibility model was used as a design framework in the study. The inquiry of model rocketry physics was employed in…

Credibility of evidence in evaluation is examined through the lens of dialectical pluralism (DP). Principles of procedural justice are a core element of DP and help justify outcomes of its application. A key message is that DP and the associated circle of scientific evidence and knowledge model can aid the evaluation community in producing an…