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Smith, Bevan I.; Chimedza, Charles; Bührmann, Jacoba H. – Education and Information Technologies, 2022
Although using machine learning for predicting which students are at risk of failing a course is indeed valuable, how can we identify which characteristics of individual students contribute to their being At-Risk? By characterising individual At-Risk students we could potentially advise on specific interventions or ways to reduce their probability…
Descriptors: Individualized Instruction, At Risk Students, Intervention, Models
Large Language Models and Intelligent Tutoring Systems: Conflicting Paradigms and Possible Solutions
Peer reviewedPunya Mishra; Danielle S. McNamara; Gregory Goodwin; Diego Zapata-Rivera – Grantee Submission, 2025
The advent of Large Language Models (LLMs) has fundamentally disrupted our thinking about educational technology. Their ability to engage in natural dialogue, provide contextually relevant responses, and adapt to learner needs has led many to envision them as powerful tools for personalized learning. This emergence raises important questions about…
Descriptors: Artificial Intelligence, Intelligent Tutoring Systems, Technology Uses in Education, Educational Technology
Chenghao Wang; Bin Zou – TESOL Journal, 2025
Avatars play a significant role in Artificial Intelligence (AI)-powered education, supported by various human-computer interactions and second language acquisition theories. AI avatars have become increasingly anthropomorphic and realistic with advancements in speech synthesis, speech-driven lip-syncing, and speech-to-facial animation. D-ID Studio…
Descriptors: Computer Simulation, Artificial Intelligence, Computer Uses in Education, Second Language Instruction
Angelos Bakogiannis – Journal of Learning Development in Higher Education, 2025
In a higher education (HE) landscape that is becoming increasingly internationalised and diversified, the importance of inclusive teaching practices, particularly in the context of English for Academic Purposes (EAP), is gaining growing international attention. While comprehensive frameworks and strategies are developed through educational…
Descriptors: English for Academic Purposes, Higher Education, Inclusion, Educational Policy
Klarisa I. Vorobyeva; Svetlana Belous; Natalia V. Savchenko; Lyudmila M. Smirnova; Svetlana A. Nikitina; Sergei P. Zhdanov – Contemporary Educational Technology, 2025
In this analysis, we review artificial intelligence (AI)-supported personalized learning (PL) systems, with an emphasis on pedagogical approaches and implementation challenges. We searched the Web of Science and Scopus databases. After the preliminary review, we examined 30 publications in detail. ChatGPT and machine learning technologies are…
Descriptors: Individualized Instruction, Artificial Intelligence, Intelligent Tutoring Systems, Ethics
Vanda Estetika Siswandari; Erni Suharini; Sungkowo Edy Mulyono; Titi Prihatin – Educational Process: International Journal, 2025
Background/purpose: Within the framework of adaptive education, teachers are expected not only to possess strong subject matter expertise but also to adapt instructional strategies to address the diverse needs of learners, including students with special educational needs. In this regard, the pedagogical competence of inclusive teachers emerges as…
Descriptors: Teacher Competencies, Inclusion, Elementary School Teachers, Public Schools
Ziyun Zhang; Ruixi Yang – Journal of Computer Assisted Learning, 2025
Key Findings: This study identifies a strong positive relationship between digital literacy and language proficiency, highlighting how technological competence enhances motivation, engagement and PL, leading to improved language learning outcomes. Purpose: This research explores the connection between digital literacy and language proficiency,…
Descriptors: College Students, Individualized Instruction, Technology Uses in Education, Digital Literacy
Zhengli Xie; Xinhua Zhu; Shui Duen Chan; Yuan Yao – Asia-Pacific Education Researcher, 2025
With more and more non-Chinese speaking (NCS) students learning in Hong Kong mainstream classrooms, differentiated instruction has been called for application in Chinese language education to consider the diverse learning needs of all students. However, factors influencing Chinese language teachers' use of differentiated instruction remain…
Descriptors: Individualized Instruction, Foreign Countries, Language Teachers, Chinese
Roneet Merkin – PRIMUS, 2024
This paper reports on a novel corequisite design and implementation for College Algebra at Florida International University. The corequisite course uses online, just-in-time, prerequisite assignments delivered on an open-educational platform. Students get help from near-peer learning assistants inside a math emporium environment. The course…
Descriptors: Required Courses, College Mathematics, Algebra, Mathematics Instruction
Carissa Swiss; Bhairavi Chandramouli – Montessori Life: A Publication of the American Montessori Society, 2024
Educators, experienced or novice, Montessori or otherwise, have genuine concerns about working with neurodivergent children, including having the necessary education, adequate resources, and time to accommodate students. Yet a shift in perspective can minimize these concerns: Montessori educators, who are trained to observe, reflect, design the…
Descriptors: Montessori Schools, Montessori Method, Neurological Impairments, Individualized Instruction
Leonora Kaldaras; Kevin Haudek; Joseph Krajcik – International Journal of STEM Education, 2024
We discuss transforming STEM education using three aspects: learning progressions (LPs), constructed response performance assessments, and artificial intelligence (AI). Using LPs to inform instruction, curriculum, and assessment design helps foster students' ability to apply content and practices to explain phenomena, which reflects deeper science…
Descriptors: Artificial Intelligence, Computer Assisted Instruction, STEM Education, Learning Trajectories
Ying-Lien Lin; Wei-Tsong Wang; Min-Ju Hsieh – Education and Information Technologies, 2024
Self-regulated learning (SRL) strategies have been identified as a valuable component of digital game-based learning system (GBLS) activities. However, few studies have focused on the effects of information feedback on self-efficacy, SRL strategies, and perceived and actual learning effectiveness. Social cognitive and SRL theories describe the…
Descriptors: Self Efficacy, Self Management, Learning Strategies, Game Based Learning
Xueyu Sun; Ting Wang – International Journal of Information and Communication Technology Education, 2024
This study innovates English network teaching by applying a refined Association Rule Mining (ARM) algorithm. It integrates an "interest" parameter into ARM, dynamically adapting content to individual learners' profiles, improving engagement and outcomes. Controlled experiments, spanning diverse online platforms, validate the ARM model's…
Descriptors: Models, Design, Algorithms, Individualized Instruction
Laura Moore; Fionnuala Larkin; Sarah Foley – Journal of Autism and Developmental Disorders, 2024
Autistic adults experience high rates of metal health difficulties and face significant barriers to accessing appropriate mental health care. Empirical research and recent professional guidelines emphasise the importance of modifying standard mental health interventions to best meet the needs of autistic adults. This systematic review explored…
Descriptors: Mental Health, Mental Health Programs, Mental Health Workers, Intervention
Kristen Noelle Soper – ProQuest LLC, 2024
The purpose of this transcendental phenomenological study was to understand the lived experiences of secondary English language arts teachers implementing personalized learning in Southeastern Pennsylvania. Teachers who personalize learning must currently determine their own method of doing so without adequate research about the process to inform…
Descriptors: Teaching Experience, English Instruction, Language Arts, Individualized Instruction

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