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Mengjiao Yin; Hengshan Cao; Zuhong Yu; Xianyu Pan – International Journal of Web-Based Learning and Teaching Technologies, 2024
This study presents the Academic Investment Model (AIM) as a novel approach to predicting student academic performance by incorporating learning styles as a predictive feature. Utilizing data from 138 Marketing students across China, the research employs a combination of machine learning clustering methods and manual feature engineering through a…
Descriptors: Predictor Variables, Artificial Intelligence, Performance, Cluster Grouping
Chenghao Wang; Xueyun Li – International Journal of Computer-Assisted Language Learning and Teaching, 2025
D-ID Creative Reality Studio (D-ID) is a platform for creating Artificial Intelligence (AI) presenter (digital human) videos, translating videos, and designing conversational agents. D-ID seamlessly integrates deep-learning face animation technology, large language models (LLMs), natural language processing (NLP), and speech synthesis and…
Descriptors: Artificial Intelligence, Design, Video Technology, Animation
Troussas, Christos; Chrysafiadi, Konstantina; Virvou, Maria – Education and Information Technologies, 2021
Personalized computer-based tutoring demands learning systems and applications that identify and keep personal characteristics and features for each individual learner. This is achieved by the technology of student modeling. One prevalent technique of student modeling is stereotypes. Furthermore, individuals differ in how they learn. So, the way…
Descriptors: Individualized Instruction, Intelligent Tutoring Systems, Cognitive Style, Stereotypes
Halil Tas; Muhammet Baki Minaz – SAGE Open, 2024
Today, individuals should adapt themselves to the rapidly changing and developing information age and have learning skills. It is only possible by adopting new approaches and strategies instead of traditional teaching methods and techniques. Different learning and teaching approaches are characterized by various methods and designs, such as…
Descriptors: Social Studies, Learning Modalities, Learning Activities, Academic Achievement
Debra Coffey – Journal of Invitational Theory and Practice, 2025
Invitational Education and literature circles elevated learning in this longitudinal qualitative study as undergraduate teacher candidates collaborated on digital projects. Multimodal instruction promoted innovative collaboration to lift learning and success to new levels in a university methods course. Through an intentionally inviting…
Descriptors: Cooperative Learning, Educational Theories, Educational Practices, Preservice Teachers
Sridharan, Shwetha; Saravanan, Deepti; Srinivasan, Akshaya Kesarimangalam; Murugan, Brindha – Education and Information Technologies, 2021
There exist numerous resources online to gain the desired level of knowledge on any topic. However, this complicates the process of selecting the most appropriate resources. Every learner differs in terms of their learning speed, proficiency, and preferred mode of learning. This paper develops an adaptive learning management system to tackle this…
Descriptors: Integrated Learning Systems, Computer Assisted Instruction, Individualized Instruction, Learning Analytics
Galip Kartal; Hatice Okyar – Education and Information Technologies, 2025
The present study carried out a bibliometric analysis of L2 eye-tracking research. VOSviewer, CiteSpace, and CitNetExplorer were used for the analysis. The data were 245 articles indexed by Social Sciences Citation Index (SSCI). The study identified the research topics, trends, promising research directions, influential authors and documents, and…
Descriptors: Bibliometrics, Eye Movements, Second Language Learning, Language Research
Wininger, Steven R.; Redifer, Jenni L.; Norman, Antony D.; Ryle, Mary K. – Psychology Learning and Teaching, 2019
The role of learning styles in the classroom remains a heavily debated topic within education. Notable problems with using learning styles to inform classroom instruction include a lack of empirical support and potential negative effects on student learning and motivation. This content analysis focused on the presence and quantity of learning…
Descriptors: Incidence, Cognitive Style, Educational Psychology, Textbook Content
Chen, Deborah; Dote-Kwan, Jamie – Young Exceptional Children, 2021
Approximately 65% of young children with visual impairments have another disability such as developmental delay, cerebral palsy, or hearing loss. Furthermore, cerebral/cortical visual impairment is the most prevalent visual condition among young children with severe visual impairment in the United States (Hatton et al., 2013). This article…
Descriptors: Preschool Children, Visual Impairments, Comorbidity, Access to Education
Cavaleri, Michelle; Kawaguchi, Satomi; Di Biase, Bruno; Power, Clare – Journal of University Teaching and Learning Practice, 2019
Providing effective, high quality feedback that students engage with remains an important issue in higher education today, particularly in the context of academic language support where feedback helps socialise students to academic writing practices. Technology-enhanced feedback, such as audio and video feedback, is becoming more widely used, and…
Descriptors: Feedback (Response), Audio Equipment, Academic Language, Video Technology
Beemer, Joshua; Spoon, Kelly; Fan, Juanjuan; Stronach, Jeanne; Frazee, James P.; Bohonak, Andrew J.; Levine, Richard A. – Journal of Statistics Education, 2018
Estimating the efficacy of different instructional modalities, techniques, and interventions is challenging because teaching style covaries with instructor, and the typical student only takes a course once. We introduce the individualized treatment effect (ITE) from analyses of personalized medicine as a means to quantify individual student…
Descriptors: Learning Modalities, Academic Achievement, Intervention, Educational Research
de Oliveira Neto, Jose Dutra; Huang, Wenhao David; de Azevedo Melli, Nádia Cristina – Educational Technology Research and Development, 2015
Implementing online technologies alone cannot ensure learning. A verified approach is needed to optimize the pedagogical effect of online learning. Previous studies have suggested that the application of the modality principle in multimedia design improves the efficiency of learning by reducing cognitive load. Nevertheless, this design approach…
Descriptors: Foreign Countries, Electronic Learning, Instructional Design, Multimedia Instruction
Cox, Anicca – Across the Disciplines, 2015
Via interview data focused on instructor practices and values, this study sought to describe some of what performing and visual arts instructors do at the university level to effectively teach disciplinary values through writing. The study's research goals explored how relationships to writing process in visual and performing arts support…
Descriptors: Writing Instruction, Theater Arts, Visual Arts, College Students
Cope, Bill; Kalantzis, Mary – E-Learning and Digital Media, 2013
This article describes the thinking behind the development of "Scholar," a "social knowledge" technology developed as part of a series of research and development projects at the University of Illinois. Seven pedagogical openings are identified in this article, possibilities for the creation of innovative learning environments…
Descriptors: Computer Software, Educational Technology, Theory Practice Relationship, Electronic Learning
Collins, Kathleen M.; Griess, Carolyn J. – Young Children, 2011
Young children draw on all their senses to engage with the world around them. Despite research that documents the diversity of ways children learn and express themselves (Eisner 1994; Gallas 2003), primary education has become more focused on addressing early learning standards than ever before. How might today's teachers individualize learning…
Descriptors: Primary Education, Speech Therapy, Oral Language, Art Education
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