A Critical Glance at Adaptive Learning Systems Using Artificial Intelligence: A Systematic Review and Qualitative Synthesis of Contemporary Research Literature DOI Open Access
Ruşen Meylani

Batı anadolu eğitim bilimleri dergisi, Год журнала: 2024, Номер unknown

Опубликована: Дек. 28, 2024

This study aims to critically examine the current research on AI-powered adaptive learning systems by synthesizing studies identify trends, gaps, and challenges. It also explores applications, benefits, challenges, future directions of these in education. The design employs a systematic review qualitative thematic synthesis following PRISMA guidelines. Data collection involves comprehensive literature search across databases such as ERIC, JSTOR, IEEE Xplore, Google Scholar, Web Science, Scopus. Inclusion criteria focus peer-reviewed articles high-quality grey from past ten years. analysis includes coding mapping integrate findings into narrative, ensuring rigor through triangulation, peer debriefing, reflexivity. reveal significant themes related role AI learning, including machine algorithms, natural language processing, AI-driven data analysis. Applications are demonstrated personalized pathways, assessments, intelligent tutoring systems, support for diverse needs. Case highlight effectiveness enhancing student engagement outcomes. provides overview potential transform identifies benefits improved outcomes, increased engagement, scalability, cost-effectiveness. addresses challenges like quality, ethical considerations, institutional resistance, providing balanced view landscape. have innovative personalizing improving educational experiences. While significant, addressing educator is crucial. Future should long-term impacts, implications, integrating emotional social create holistic environment.

Язык: Английский

Harnessing virtues for educational success: introducing the Positive Development and Assessment Competencies Theory (PDAC) DOI Creative Commons
Pedro Vazquez-Marin, Samantha Curle,

Maria del Carmen Gil Ortega

и другие.

Frontiers in Education, Год журнала: 2025, Номер 10

Опубликована: Янв. 31, 2025

This study investigates the role of positive psychology virtues in predicting educational competencies 5th and 6th-grade students. The evidence-based benefits fostering settings, including academic success, emotional resilience, ethical behavior social integration, are well documented. research further emphasizes contribution to formation well-rounded individuals, prepared for lifelong learning personal growth. Using a quantitative, correlational, cross-sectional design, data were collected from 993 students through validated questionnaires. Random forest logistic regression analysis identified six as significant predictors perceived competencies, with Transcendence standing out particularly strong consistent predictor across multiple competencies. These findings emphasize profound impact on student development. also introduces Positive Development Assessment Competencies Theory (PDAC), which advocates integration virtue-based interventions character strengths into programs. PDAC aims enhance assessment subjective improve interventions, promote wellbeing.

Язык: Английский

Процитировано

0

Social-Emotional Learning and Generative AI: A Critical Literature Review and Framework for Teacher Education DOI
Danah Henriksen, Edwin Creely, Natalie Gruber

и другие.

Journal of Teacher Education, Год журнала: 2025, Номер unknown

Опубликована: Март 18, 2025

This article provides a critical thematic literature review that explores the intersection of generative artificial intelligence (GenAI) and social-emotional learning (SEL), analyzing its implications for teacher education. GenAI offers promising applications enhancing SEL competencies such as self-awareness, empathy, social skills through tools like real-time emotional feedback personalized experiences. However, integration into also presents significant challenges, including risks depersonalization, algorithmic bias, privacy concerns. paper introduces conceptual framework designed to prepare both pre-service in-service teachers navigate these complexities, emphasizing ethical considerations, human oversight, cultural sensitivity. The highlights strategies operationalize sensitivity within AI systems, recognizing limitations current technologies in accounting diverse norms. By addressing opportunities risks, we aim provide balanced analysis GenAI’s potential well guidance education programs.

Язык: Английский

Процитировано

0

Transforming Education: Adaptive Learning, AI, and Online Platforms for Personalization DOI
Ileyas Rizvi,

Chandana Bose,

Navneeta Tripathi

и другие.

Опубликована: Янв. 1, 2025

Язык: Английский

Процитировано

0

The Role of Artificial Intelligence in Personalized STEAM Education DOI
C. V. Suresh Babu,

N. R.,

R. Thanuja Varshini

и другие.

IGI Global eBooks, Год журнала: 2025, Номер unknown, С. 169 - 188

Опубликована: Март 4, 2025

This study aims to explore the transformative potential of artificial intelligence (AI) in personalizing STEAM (science, technology, engineering, arts, and mathematics) education. Utilizing a systematic review methodology, research analyzes existing literature on AI applications educational settings, focusing their impact student engagement, critical thinking, creativity. Key findings indicate that technologies can significantly enhance personalized learning experiences, allowing for tailored content meets diverse needs. The concludes effective integration education foster more inclusive engaging environment, preparing students future challenges technology-driven world. These insights underscore importance ongoing collaboration among educators, researchers, policymakers maximize benefits

Язык: Английский

Процитировано

0

Artificial Intelligence, Smart Applications and Sustainable Consumption: A Theoretical Overview DOI Open Access
Sinem SARGIN

İktisadi İdari ve Siyasal Araştırmalar Dergisi, Год журнала: 2024, Номер 9(25), С. 803 - 820

Опубликована: Окт. 23, 2024

Sustainable consumption means consuming natural resources consciously, considering future generations. In today's technological age, artificial intelligence and smart applications are used to achieve sustainability goals. this context, article examines the impact of (AI) on promoting sustainable behavior. Providing a comprehensive theoretical framework, explores how AI technologies support informed decision-making, maximize resource management, deliver positive environmental across variety industries. Through examples, from energy management plans environmentally friendly retail platforms, effects highlighted. This includes examples promote around world in Türkiye. Natural challenges that need be overcome, such as algorithmic biases, data privacy issues digital divide, also mentioned. The offers recommendations for Türkiye, highlighting importance financing infrastructure, laws, literacy initiatives innovation ecosystems, with aim emphasizing consumption.

Язык: Английский

Процитировано

2

Generative AI and Gamification for Personalized Learning: Literature Review and Future Challenges DOI

Feriel Abbes,

Souha Bennani, Ahmed Maalel

и другие.

SN Computer Science, Год журнала: 2024, Номер 5(8)

Опубликована: Дек. 8, 2024

Язык: Английский

Процитировано

2

Using AI-generative tools in tertiary education: Reflections on their effectiveness in improving tertiary students’ English writing abilities DOI Creative Commons
Richard Ching Ho Cheng

Online Learning, Год журнала: 2024, Номер 28(3)

Опубликована: Сен. 1, 2024

Artificial intelligence (AI) tools have become a popular topic in the education field. Most of schools Hong Kong focus on how to properly use AI software help students’ learning experience. As this is still relatively new device, stance for most skeptical. This study aims find out whether AL-Generative tools, such as Chatgpt, can improve English writing skills university. Interviews were used students and teachers’ opinions towards using writing. The results indicate that convenient skills, but teachers are concerned feedback examples provided by too general ambiguous. provides some interesting from about their experience writing, helps us understand more effectively sector.

Язык: Английский

Процитировано

0

A Critical Glance at Adaptive Learning Systems Using Artificial Intelligence: A Systematic Review and Qualitative Synthesis of Contemporary Research Literature DOI Open Access
Ruşen Meylani

Batı anadolu eğitim bilimleri dergisi, Год журнала: 2024, Номер unknown

Опубликована: Дек. 28, 2024

This study aims to critically examine the current research on AI-powered adaptive learning systems by synthesizing studies identify trends, gaps, and challenges. It also explores applications, benefits, challenges, future directions of these in education. The design employs a systematic review qualitative thematic synthesis following PRISMA guidelines. Data collection involves comprehensive literature search across databases such as ERIC, JSTOR, IEEE Xplore, Google Scholar, Web Science, Scopus. Inclusion criteria focus peer-reviewed articles high-quality grey from past ten years. analysis includes coding mapping integrate findings into narrative, ensuring rigor through triangulation, peer debriefing, reflexivity. reveal significant themes related role AI learning, including machine algorithms, natural language processing, AI-driven data analysis. Applications are demonstrated personalized pathways, assessments, intelligent tutoring systems, support for diverse needs. Case highlight effectiveness enhancing student engagement outcomes. provides overview potential transform identifies benefits improved outcomes, increased engagement, scalability, cost-effectiveness. addresses challenges like quality, ethical considerations, institutional resistance, providing balanced view landscape. have innovative personalizing improving educational experiences. While significant, addressing educator is crucial. Future should long-term impacts, implications, integrating emotional social create holistic environment.

Язык: Английский

Процитировано

0