The rapid development of online education has underscored the necessity of data-driven teaching functions for enhancing teaching quality and efficiency. This paper investigates the role of data-driven approaches in online education, with a particular focus on the practical application of data for evaluating learning outcomes. It highlights the…

Conversational tutoring systems (CTSs) offer a promising avenue for individualized learning support, especially in domains like persuasive writing. Although these systems have the potential to enhance the learning process, the specific role of learner control and inter- activity within them remains underexplored. This paper introduces…

This paper presents the design of a personalized learning agent powered by the Agentic RAG technique. The agent can interpret learners' queries and autonomously decide which tools should be used to generate the most suitable response. When the learner shares an Open Educational Resource (OER) they wish to learn from, the agent first breaks the…

Competency is a central concept for human resource management, training and education. We define a competency as the capacity of a person to display a generic skill with a certain level of performance when applied to one or more knowledge entities. Competencies, and competency referentials grouping competencies, are essential elements for user…

The use of a pedagogical practice known as 'differentiation' has become more common over time as educators have sought to respond to increases in the diversity of students enrolling in their local school. However, there are now so many misperceptions and definitional inconsistencies that it is difficult to know what is being enacted in the name of…

Web-based learning systems with adaptive capabilities to personalize content are becoming nowadays a trend in order to offer interactive learning materials to cope with a wide diversity of students attending online education. Learners' interaction and study practice (quizzing, reading, exams) can be analyzed in order to get some insights into the…

This study investigated teachers' perceptions of the implementation of personalized learning. By understanding this specific case, suggestions on successfully implementing personalized learning in an elementary school in the Midwest became clear. The elementary school studied is one of the first schools in Kansas to join the KansasCan School…

"A Teacher's Guide to Supporting Gifted Middle School Students" provides insight to help you gain a better understanding of your gifted students during a pivotal time in their development. Employing pop culture, personal stories, and prompts for reflection, this text considers major factors impacting gifted middle school students…

Seven children ages five through nine engaged with two graduate student teachers after school in a university-based literacy lab. Based on a home interest survey, the essential question, "What is movement?" was explored. The children generated further questions, read a variety of texts, and wrote about their experiences. The teachers…

Purpose: Alternative credentials are rapidly evolving. The purpose of this paper is to explore the challenges and opportunities arising from this evolution with particular reference to their role in education and employment. Design/methodology/approach: The paper explores the credential initiatives with a unique perspective from introducing…

Educational recommender systems offer benefits for workplace learning by tailoring the selection of learning activities to the individual's learning goals. However, existing systems focus on the learner as the primary stakeholder of learning processes and do not consider the organization's perspective. We conducted a systematic review to develop a…

Language learners' engagement with a specific task is crucial to improving their academic achievement. To enhance student engagement and academic achievement in language learning, personalized language learning (PLL) can be employed to consider individual learning needs. Personalized review learning has emerged to facilitate PLL as a promising…

Due to the structured format of most engineering courses, the number of opportunities for engineering students to view matters differently from the traditional ways is limited. Therefore, a mandatory requirement was introduced into three engineering courses for students to propose an out of the ordinary solution to certain technical problems,…

Adaptive teacher support (i.e., support that is tailored to students' understanding) is considered crucial for students' learning. Previous research examined support adaptivity mostly in small-scale, observational studies without distinguishing between theory-based facets of support adaptivity. Yet, students' perceptions of different aspects of…

To provide intelligent learning guidance for students in e-learning systems, it is necessary to accurately predict their performance in future exams by analyzing score data in past exams. However, existing research has not addressed the uncertain and dynamic features of students' cognitive status, whereas these features are essential for improving…