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Rahayu, Nur W.; Ferdiana, Ridi; Kusumawardani, Sri S. – Education and Information Technologies, 2023
Learning path recommender systems are emerging. Given the popularity of ontology/knowledge-based systems in adaptive learning, this work reviews learning path in ontology-based recommender systems. The review covers recommendation trends, ontology use, recommendation process, recommendation technique, contributing factors, and recommender…
Descriptors: Artificial Intelligence, Learning Processes, Educational Technology, Individualized Instruction
Ana Paula Juliana Perin; Deivid Eive dos S. Silva; Natasha M. C. Valentim – Informatics in Education, 2023
In Education 4.0, a personalized learning process is expected, and that students are the protagonist. In this new education format, it is necessary to prepare students with the skills and competencies of the 21st-Century, such as teamwork, creativity, and autonomy. One of the ways to develop skills and competencies in students can be through block…
Descriptors: Programming, High School Students, Learning, Learning Processes
Glenn Hardaker; Liyana Eliza Glenn – International Journal of Information and Learning Technology, 2025
Purpose: The purpose of this systematic literature review is to identify the antecedents that have enabled the adoption of artificial intelligence (AI) in Higher Education (HE) institutions at both a macro and micro level. The term adoption is in reference to the diffusion of technology that is actively chosen for use by the targeted demographic.…
Descriptors: Artificial Intelligence, Individualized Instruction, Technology Uses in Education, Higher Education
Alez Lagos-Castillo; Andrés Chiappe; María-Soledad Ramirez-Montoya; Diego Fernando Becerra Rodríguez – Contemporary Educational Technology, 2025
It may seem that learning platforms and systems are a tired topic for the academic community; however, with the recent advancements in artificial intelligence, they have become relevant to both current and future educational discourse. This systematic literature review explored platforms and software supporting personalized learning processes in…
Descriptors: Technology Uses in Education, Classroom Environment, Individualized Instruction, Technological Advancement
Kanellopoulou, Eurydice-Maria; Darra, Maria – International Education Studies, 2022
The purpose of this paper is, through content analysis of 30 publications in the Greek and international literature in scientific texts, books, journal articles and conferences to analyze the conceptual content of pedagogical differentiation in primary education as it emerges from the descriptions and discussion of authors, researchers and…
Descriptors: Individualized Instruction, Literature Reviews, Elementary Education, Student Needs
Lijia Lin; Xin Lin; Xiaofang Zhang; Paul Ginns – Educational Psychology Review, 2024
None of the existing reviews or meta-analyses have focused on personalized learning that accommodates learners' interests. To address this issue, we conducted this meta-analysis to examine the effects of personalized learning by interest on self-reports of interest and cognitive load, retention, and transfer, as well as potential moderators of…
Descriptors: Cognitive Ability, Learning Processes, Meta Analysis, Individualized Instruction
Hansol Lee; Jang Ho Lee – Language Learning & Technology, 2024
Artificial intelligence (AI) has considerably advanced the methods for individualizing language learning opportunities, such as assessing learning progress and recommending effective individual instruction. In the present study, we conducted a meta-analysis to synthesize recent empirical findings pertaining to the utilization of AI-guided language…
Descriptors: Artificial Intelligence, Teaching Methods, Learning Processes, Computer Software
Tai Trong Bui; Son Truong Nguyen – Online Submission, 2023
This study addresses a gap in the literature regarding the implementation of digital strategies in educational institutions, particularly universities. Despite significant advancements in the development of digital strategies, there remains a lack of commitment and vision for their effective implementation. This study systematically reviewed the…
Descriptors: Meta Analysis, Educational Change, Teaching Methods, Learning Processes
Carla C. Johnson; Janet B. Walton; Lacey Strickler; Jennifer Brammer Elliott – Review of Educational Research, 2023
The transition to fully or partially online instruction for K-12 students necessitated by the 2020 COVID-19 pandemic highlighted the current lack of understanding of practices that support K-12 student learning in online settings in emergency situations but also, more troublingly, in K-12 online teaching and learning more generally. A systematic…
Descriptors: Online Courses, Teaching Methods, Kindergarten, Elementary Secondary Education
Blumenstein, Marion – Journal of Learning Analytics, 2020
The field of learning analytics (LA) has seen a gradual shift from purely data-driven approaches to more holistic views of improving student learning outcomes through data-informed learning design (LD). Despite the growing potential of LA in higher education (HE), the benefits are not yet convincing to the practitioner, in particular aspects of…
Descriptors: Learning Analytics, Instructional Design, Effect Size, Higher Education
Zelazo, Philip David; Blair, Clancy B.; Willoughby, Michael T. – National Center for Education Research, 2016
Executive function (EF) skills are the attention-regulation skills that make it possible to sustain attention, keep goals and information in mind, refrain from responding immediately, resist distraction, tolerate frustration, consider the consequences of different behaviors, reflect on past experiences, and plan for the future. As EF research…
Descriptors: Executive Function, Attention Control, Educational Research, Learning Processes

Lloyd, John Wills – Remedial and Special Education (RASE), 1984
The article examines various models of aptitude-treatment interaction that guide studies regarding differentiation of instruction based on learner characteristics with specific reference to individualization of instruction for special education pupils. The examination reveals scant evidence to support the notion of individualization. (Author/CL)
Descriptors: Aptitude Treatment Interaction, Disabilities, Elementary Secondary Education, Individualized Instruction

Roberts, Donald L. – Education, 1984
Defines the ideal classroom environment and compares it with the effective clinical supervision situation (one-to-one encounter) and determines that the two are more similar than contrasting. Urges educators and their supervisors to create ideal teaching/learning environments based on the premise that people learn what they live and experience.…
Descriptors: Classroom Environment, Definitions, Humanistic Education, Individualized Instruction

Lauzon, Allan C.; Moore, George A. B. – American Journal of Distance Education, 1989
Reviews the literature on Keller's Personalized System of Instruction (PSI), computer-assisted learning (CAL), computer conferencing (CC), and forms of instruction, then discusses how they can be integrated into a delivery system to enhance distance learning. Asynchronous individualized instruction and group instruction are also discussed. (28…
Descriptors: Computer Assisted Instruction, Distance Education, Group Instruction, Individualized Instruction

Bork, Alfred – Education and Computing, 1988
Considers new modes of course organization that are based on computers, videodisc players, compact disk players, and other components of interactive technology. Topics discussed include student control of content and pace, ways of learning, mastery courses, learning cycles, hypercourses (non-linear courses), and student organized courses. (17…
Descriptors: Computer Assisted Instruction, Course Organization, Educational Technology, Individualized Instruction
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