Bayesian Knowledge Tracing (BKT) is a probabilistic model of a learner's state of mastery for a knowledge component. The learner's state is a "hidden" binary variable updated based on the correctness of the learner's responses to questions corresponding to that knowledge component. The parameters used for this update are inferred/learned…

Experiential learning, which emphasizes gaining new skills, knowledge, and perspectives through experiences, has become one of the most influential models for transforming students' learning and development in a variety of contexts from academic settings to workplace training programs. The current body of research on the assessment of experiential…

Reading comprehension is not a skill someone learns and can then apply in different reading contexts. It is one of the most complex activities that readers engage in on a regular basis, and the ability to comprehend is dependent upon a wide range of knowledge and skills. Despite a common view about comprehension, several lines of enquiry have…

To provide insight into online learners' interests in various knowledge from course discussion texts, modeling learners' sentiments and interests at different granularities are of great importance. In this article, the proposed framework combines a deep convolutional neural network and a hierarchical topic model to discover the hidden structure of…

Design science research (DSR) produces knowledge via the design and evaluation of innovative solutions to real-world problems. DSR provides an improved understanding of how and why the solutions work. While DSR is being widely embraced in many research disciplines, its educational pedagogy so far remains immature with little guidance on how best…

In this manuscript a review of the prevalence of trauma among students in the United States and its impact on child development and the educational environment is conducted. Case vignettes are used to highlight the impact of trauma present in schools and a framework for implementing trauma-informed care (TIC) in special education is explored. The…

In this paper, we synthesize research on the nature and development of expertise to propose a developmental model that describes four main areas of expert knowledge: procedural, conditional, and conceptual knowledge, along with knowledge generation. We propose that these types of expert knowledge map onto and promote the development of four types…

Inclusion of students with disabilities in general physical education (GPE) is largely reliant on teachers' knowledge of disability and perceived competence to teach students with disabilities. The Paralympic School Day (PSD) is a field-tested educational model from the International Paralympic Committee consisting of activities that educate…

The state of the art knowledge tracing approaches mostly model student knowledge using their performance in assessed learning resource types, such as quizzes, assignments, and exercises, and ignore the non-assessed learning resources. However, many student activities are non-assessed, such as watching video lectures, participating in a discussion…

Organizations worldwide spend large amounts of money and resources on developing their employees, yet the money invested in professional learning (PL) yields low to moderate results at best. Because culture is a predominant force in people's life, multinational corporations and other institutions should take culture into account at every stage of…

Knowledge tracing is the task of modeling each student's mastery of knowledge concepts (KCs) as (s)he engages with a sequence of learning activities. Each student's knowledge is modeled by estimating the performance of the student on the learning activities. It is an important research area for providing a personalized learning platform to…

Although small teacher education preparation programs (STEPP) may struggle to implement robust program design frameworks compared to their larger preparation program peers, a collaborative design can help smaller programs with resource limitations. This collaboration can facilitate the design of effective and efficient teacher preparation programs…

One in five children experiences a diagnosable mental disorder. However, adolescents have been overlooked in programming and policy responses to mental health issues. Mental health issues contribute to poor academic performance, lower rates of high school graduation, disrupted development, increased health risk, role transition from adolescent to…

In this paper, we focus on the design of assessments of mathematics teachers' knowledge by emphasizing the importance of identifying the purpose for the assessment, defining the specific construct to be measured, and considering the affordances of particular psychometric models on the development of assessments as well as how they are able to…

In response to the paradigm shift of feedback from information to process, the notion of 'student feedback literacy', which refers to students' capacities and dispositions to use feedback, has been increasingly promulgated in the higher education assessment literature recently. Student feedback literacy has been conceptualized into three…