For offering adaptive learning to learners in intelligent tutoring systems, one of the fundamental tasks is knowledge tracing (KT), which aims to assess learners' learning states and make prediction for future performance. However, there are two crucial issues in deep learning-based KT models. First, the knowledge concepts are used to predict…

To provide personalized support on educational platforms, it is crucial to model the evolution of students' knowledge states. Knowledge tracing is one of the most popular technologies for this purpose, and deep learning-based methods have achieved state-of-the-art performance. Compared to classical models, such as Bayesian knowledge tracing, which…

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…

Over the past two decades, American institutions have been expected to include systematic program reviews to meet accrediting standards, either by independent or governmental review agencies. Program evaluation is critical for several reasons: it provides systematic ways to assess what needs improvement or what needs changing and it provides ways…

Prior knowledge is a very important part of teaching and learning, as it affects how instructors and students interact with the learning materials. In general, tests are used to assess students' prior knowledge. Nevertheless, conventional testing approaches usually assign only an overall score to each student, and this may mean that students are…

Prior learning assessment (PLA) is a non-traditional component of higher education that recognizes that life experiences and learning from outside of academia can be deemed valid and awarded college credit. This qualitative study explored the perceptions of faculty assessors of PLA portfolios. This study sought to understand, through a…

In 2012, CAEL released the report "Competency-Based Degree Programs in the U.S.: Postsecondary Credentials for Measurable Student Learning and Performance," which examined the current state of competency-based postsecondary education in the U.S., profiling the various types of competency-based, or competency-focused, models that…

Today the U.S. higher education system is facing a crisis regarding its perceived quality. One model for improving quality is competency-based education, in which an institution clearly defines the specific competencies expected of its graduates. A key challenge is how to help more people, particularly adults, succeed at the post¬secondary level…

This research investigates the effect of a web-based model, named "Practicing, Reflecting, and Revising with Web-based Assessment and Test Analysis system (P2R-WATA) Assessment Literacy Development Model," on enhancing assessment knowledge and perspectives of secondary in-service teachers, and adopts a single group experimental research…

Purpose: The use of e-portfolios in recognition of prior learning (RPL) processes in workplace and professional practice contexts has attracted little attention in the literature due to its emergent nature. This study seeks to explore the growing incidence of e-portfolio-based RPL (e-RPL) and professional recognition (e-PR) processes in Australia…

This study investigates how different types of prior knowledge influence student achievement and how different assessment measures influence the observed effect of prior knowledge. We introduce a model of prior knowledge that distinguishes between different types of prior knowledge and uses different assessment measures to assess different types…

In the context of a research project on the role of prior knowledge state (PKS) in the learning process in a modular education system, a study of the literature was done in order to construct a conceptual map of "prior knowledge." In addition, a study was carried out in order to operationalize the concept of prior knowledge, to construct…

Prior learning assessment programs are characterized as having a highly individualized service or a more standardized pattern. Three model programs are described: Webster College in St. Louis, Adelphi University in Garden City, Long Island, and Sinclair Community College in Dayton. (Author/MLW)

Portfolio assessment, designed after the model disseminated originally by the Cooperative Assessment of Experiential Learning (CAEL) project, has become the assessment technique of choice in prior learning programs as well as the foundation for adult degree programs. Innovations and changes in the assessment process are discussed. (Author/MLW)

Describes a constructivist model of an online course being taught at the University of South Florida on science, technology, and society interaction (STS) and its relationship to science teaching. Accommodates varied approaches to learning and differing levels of prior knowledge and includes a virtual resource center with free access and embedded…