AIMC Topic: Schools

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A Multi-Modal Dataset for Teacher Behavior Analysis in Offline Classrooms.

Scientific data Jul 1, 2025
Teacher behavior analysis is essential for enhancing teaching quality and advancing educational development. However, publicly available datasets specifically focused on teacher behavior are scarce, hindering research in this domain. Existing dataset...
Video Recording Teaching School Teachers Humans Schools
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Interpretable machine learning models for predicting childhood myopia from school-based screening data.

Scientific reports Jun 5, 2025
This study assessed the efficacy of various diagnostic indicators and machine learning (ML) models in predicting childhood myopia. A total of 2,365 children aged 5-12 years were included in the study. The participants were exposed to non-cycloplegic ...
Prevalence Child, Preschool Child Visual Acuity Schools Male Refraction, Ocular Myopia Machine Learning Female Humans
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Investigating the effect of transformer encoder architecture to improve the reliability of classroom observation ratings on high-inference discourse.

Behavior research methods Jun 3, 2025
This study investigates the effect of transformer encoder architecture on the classification accuracy of high-inference discourse elements in classroom settings. Recognizing the importance of capturing nuanced interactions between students and teache...
Schools Interpersonal Relations Reproducibility of Results Students Deep Learning Humans
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A study on factors influencing digital sports participation among Chinese secondary school students based on explainable machine learning.

Scientific reports May 5, 2025
This study utilized data from 4,925 Hong Kong students in the 2018 Programme for International Student Assessment (PISA) to investigate factors influencing secondary school students' use of digital devices for sports participation and their threshold...
Humans Students Logistic Models Machine Learning East Asian People Hong Kong Exercise Female Schools Adolescent Sports Male
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A vaccine chatbot intervention for parents to improve HPV vaccination uptake among middle school girls: a cluster randomized trial.

Nature medicine Apr 7, 2025
Conversational artificial intelligence, in the form of chatbots powered by large language models, offers a new approach to facilitating human-like interactions, yet its efficacy in enhancing vaccination uptake remains under-investigated. This study a...
Generative Artificial Intelligence Parents Schools Humans Papillomavirus Vaccines Patient Acceptance of Health Care Female Papillomavirus Infections Vaccination China Adolescent Child
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Supporting Speech-Language Pathologists in Schools With Interdisciplinary Team Science: A Viewpoint From the National Artificial Intelligence Institute for Exceptional Education.

Language, speech, and hearing services in schools Apr 7, 2025
PURPOSE: Complex scientific problems, including those facing the discipline of communication sciences and disorders (CSD), require interdisciplinary teams of scientists who bring diverse perspectives, knowledge, and skills. According to a recent surv...
Child United States Schools Speech-Language Pathology Interdisciplinary Communication Humans Artificial Intelligence
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Classroom network structure learning engagement and parallel temporal attention LSTM based knowledge tracing.

PloS one Apr 7, 2025
In order to accurately assess the students' learning process and the cognitive state of knowledge points in smart classroom. A classroom network structure learning engagement and parallel temporal attention LSTM based knowledge tracing model (CL-PTKT...
Learning Students Schools Humans Attention Neural Networks, Computer Knowledge Algorithms
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Prediction of school PM by an attention-based deep learning approach informed with data from nearby air quality monitoring stations.

Chemosphere Feb 24, 2025
Predicting indoor air pollutants concentrations in schools is essential for ensuring a healthy learning environment. Traditional measurements methods pose challenges in cost, maintenance, and time. This study proposes a new approach using a deep lear...
Schools Deep Learning Environmental Monitoring Air Pollution, Indoor Air Pollutants Humans Particulate Matter
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A pilot evaluation of school-based LEGO® robotics therapy for autistic students.

Disability and rehabilitation. Assistive technology Dec 5, 2024
There is emerging evidence that LEGO® therapy is an effective way of supporting younger autistic children develop their communication and social skills. LEGO® robotics therapy - which uses the principles of LEGO® therapy applied to LEGO® robotics - m...
Humans Anxiety Pilot Projects Surveys and Questionnaires Female Male Students Social Skills Adolescent Robotics Schools Motivation Autistic Disorder
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Identifying Psychosocial and Ecological Determinants of Enthusiasm In Youth: Integrative Cross-Sectional Analysis Using Machine Learning.

JMIR public health and surveillance Sep 12, 2024
BACKGROUND: Understanding the factors contributing to mental well-being in youth is a public health priority. Self-reported enthusiasm for the future may be a useful indicator of well-being and has been shown to forecast social and educational succes...
Students Adolescent Child Ontario Schools Female Humans Self Report Cross-Sectional Studies Machine Learning Male
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