AI-Driven Classroom Management With Intelligent Tutoring Systems DOI
V. Vijaya Lakshmi, K. Syamala Devi, Swapna Raghunath

et al.

IGI Global eBooks, Journal Year: 2025, Volume and Issue: unknown, P. 259 - 282

Published: Feb. 13, 2025

This chapter examines the entry of AI into classroom management through Intelligent Tutoring Systems. ITSs enhance customized learning adaptive as it customizes educational content based on an individuals requirement thus enhancing interactive experience for learner and making more productive. can be utilized by ITS to monitor student behavior performance data, identifying knowledge gaps providing personalized intervention recommendations. The explores ethical questions related AI, such data privacy understood algorithms, aiming develop learners' independence teach teachers when observe intervene purposefully in AI. study presents case studies empirical evidence highlighting transformative power AI-enabled improving outcomes, equity, inclusive styles, arguing that strategic adoption technologies lead smarter, responsive classes.

Language: Английский

Synergizing Federated Learning and In-Memory Computing DOI
J. K. Periasamy,

S. Subhashini,

M. Mutharasu

et al.

Advances in systems analysis, software engineering, and high performance computing book series, Journal Year: 2024, Volume and Issue: unknown, P. 89 - 123

Published: April 4, 2024

This chapter explores the convergence of cutting-edge technologies, namely, federated learning and in-memory computing, through an experimental approach focused on their integration into drone systems. Federated Learning enables collaborative model training across distributed devices while preserving data privacy, making it suitable for scenarios like networks. In-Memory computing leverages fast processing directly in memory, enhancing real-time analytics decision-making capabilities. study presents a novel framework that combines these technologies to enhance performance missions. The architecture, implementation, setup, demonstrating improved mission efficiency, security, speed are also described. results highlight potential this synergy revolutionizing applications various industries.

Language: Английский

Citations

4

AI-Powered HR Technology Implementation for Business Growth in Industrial 5.0 DOI

T. Thangaraja,

Maheshkumar Maharudrappa,

M. Bakkiyaraj

et al.

Advances in computational intelligence and robotics book series, Journal Year: 2024, Volume and Issue: unknown, P. 171 - 200

Published: June 14, 2024

Industrial 5.0 is a transformation where advanced technologies merge with traditional manufacturing processes, transforming the role of human resources (HR) in driving organizational growth. AI-powered HR technology integrating automation, IoT, and AI into industrial frameworks, improving efficiency, productivity, agility. The benefits like optimized talent acquisition personalized employee experiences are served by solutions. functions, such as streamlining recruitment providing insights workforce dynamics, fostering culture continuous learning, revolutionized AI. Talent management succession planning, while training modules enhance skills innovation, have been performed analytics. also used to improve strategic capacities facilitating data-driven decision-making, which gives directors ability foresee skill shortages, reduce risks, proactively promote

Language: Английский

Citations

4

Pedagogical Content Knowledge (PCK) and Assessment Practices DOI
Mohit Yadav, Ashutosh Pandey, Ajay Chandel

et al.

Advances in educational marketing, administration, and leadership book series, Journal Year: 2025, Volume and Issue: unknown, P. 345 - 368

Published: Feb. 6, 2025

This study explores the impact of Pedagogical Content Knowledge (PCK) on assessment practices and their subsequent influence student learning outcomes. Through case studies three educators—Ms. Sarah Thompson at Lincoln Middle School, Mr. David Martinez Crestwood High Ms. Emily Chen Brookfield Elementary School—the research examines how deep subject matter expertise pedagogical strategies shape both formative summative assessments. The findings reveal that effective integration PCK into enhances performance, engagement, feedback quality. Despite these insights, acknowledges limitations such as context-specific qualitative data reliance, suggesting need for further across diverse settings methodologies. highlights importance in creating equitable assessments provides implications educational practice, professional development, policy.

Language: Английский

Citations

0

Phronesis as a Pathway for the Nature and Development of Pedagogical Content Knowledge (PCK) DOI
Jahid Siraz Chowdhury, Zulkarnain A. Hatta, Sneha Singh

et al.

Advances in educational marketing, administration, and leadership book series, Journal Year: 2025, Volume and Issue: unknown, P. 89 - 118

Published: Feb. 6, 2025

This chapter examines the relationship between Indigenous Science and new Western Baconian History of Philosophy Science. It focuses on Durkheimian Sociology Knowledge connection knowledge production democracy. rejects notion that is merely labor reflects Aristotle's stance benefits societies. In critiquing qualitative-quantitative dichotomy in social sciences, this article reveals its deceptive nature, departing from empirical data analysis. explores function science as a transition pre-colonial post-colonial eras. Reconstructing colonial history marginalized non-Western thinkers proposes synthesis Aristotelian Gnoseology, Holism, Al-Farabian volunteerism, Patanjali's mind-body-spiritual odyssey, Buddha's enlightenment, gives rise to Gnosticism, which guides scientists contribute human welfare intellectual happiness while grounding their assertions philosophical rigor.

Language: Английский

Citations

0

AI-Driven Classroom Management With Intelligent Tutoring Systems DOI
V. Vijaya Lakshmi, K. Syamala Devi, Swapna Raghunath

et al.

IGI Global eBooks, Journal Year: 2025, Volume and Issue: unknown, P. 259 - 282

Published: Feb. 13, 2025

This chapter examines the entry of AI into classroom management through Intelligent Tutoring Systems. ITSs enhance customized learning adaptive as it customizes educational content based on an individuals requirement thus enhancing interactive experience for learner and making more productive. can be utilized by ITS to monitor student behavior performance data, identifying knowledge gaps providing personalized intervention recommendations. The explores ethical questions related AI, such data privacy understood algorithms, aiming develop learners' independence teach teachers when observe intervene purposefully in AI. study presents case studies empirical evidence highlighting transformative power AI-enabled improving outcomes, equity, inclusive styles, arguing that strategic adoption technologies lead smarter, responsive classes.

Language: Английский

Citations

0