Physical Education
From Motion Signals to Insights: A Unified Framework for Student Behavior Analysis and Feedback in Physical Education Classes
Gao, Xian, Ruan, Jiacheng, Gao, Jingsheng, Xie, Mingye, Zhang, Zongyun, Liu, Ting, Fu, Yuzhuo
Analyzing student behavior in educational scenarios is crucial for enhancing teaching quality and student engagement. Existing AI-based models often rely on classroom video footage to identify and analyze student behavior. While these video-based methods can partially capture and analyze student actions, they struggle to accurately track each student's actions in physical education classes, which take place in outdoor, open spaces with diverse activities, and are challenging to generalize to the specialized technical movements involved in these settings. Furthermore, current methods typically lack the ability to integrate specialized pedagogical knowledge, limiting their ability to provide in-depth insights into student behavior and offer feedback for optimizing instructional design. To address these limitations, we propose a unified end-to-end framework that leverages human activity recognition technologies based on motion signals, combined with advanced large language models, to conduct more detailed analyses and feedback of student behavior in physical education classes. Our framework begins with the teacher's instructional designs and the motion signals from students during physical education sessions, ultimately generating automated reports with teaching insights and suggestions for improving both learning and class instructions. This solution provides a motion signal-based approach for analyzing student behavior and optimizing instructional design tailored to physical education classes. Experimental results demonstrate that our framework can accurately identify student behaviors and produce meaningful pedagogical insights.
- North America > Canada (0.14)
- Europe > Portugal (0.14)
- Education > Social Development & Welfare > Conduct & Behavior (1.00)
- Education > Focused Education > Physical Education (1.00)
Vol 14, No 06 (2019) International Journal of Emerging Technologies in Learning (iJET)
Hoy traemos a este espacio el último número de iJET International Journal of Emerging Technologies in Learning (iJET) This interdisciplinary journal aims to focus on the exchange of relevant trends and research results as well as the presentation of practical experiences gained while developing and testing elements of technology enhanced learning. So it aims to bridge the gap between pure academic research journals and more practical publications. So it covers the full range from research, application development to experience reports and product descriptions. Readers don't have to pay any fee. Vol 14, No 06 (2019) Table of Contents Papers Setting Up and Implementation of the Parallel Computing Cluster in Higher Education Meruert Serik, Nursaule Karelkhan, Jaroslav Kultan, Zhandos Zulpykhar Design and Implementation of Web-Based English Autonomous Learning System A Semantic Distances-Based Approach for a Deeply Indexing of Learning Objects Kamal El Guemmat, Sara Ouahabi Design of Students' Spoken English Pronunciation Training System Based on Computer VB Platform Application of 3D Visualization in Landscape Design Teaching Wenbo Jiang, Yuan Zhang Application of Artificial Intelligence in Autonomous English Learning among College Students Application of Computer Data Analysis Technology in the Development of a Physical Education Examination Platform Fan Cheng, Yiwei Yin Data Mining-based Design and Implementation of College Physical Education Performance Management and Analysis System Yimeng Fan, Yu Liu, Haosong Chen, Jianlong Ma A Novel Machine Translation Method based on Stochastic Finite Automata Model for Spoken English Accelerating Qurán Reading Fluency through Learning Using QURÁNI Application for Students with Hearing Impairments Yusuf Hanafi, Heppy Jundan Hendrawan, Ilham Nur Hakim Short Papers The Effect of Presenting Anomalous Data on Improving Student's Critical Thinking Ability Saiful Prayogi, Muhali Muhali, Sri Yuliyanti, Muhammad Asy'ari, Irham Azmi, Ni Nyoman Sri Putu Verawati Highly Efficient English MOOC Teaching Model Based on Frontline Education Analysis The Development of Digital Book of European History to Shape the Students' Democratic Values Ulfatun Nafiáh, Mashuri Mashuri, Daya Negri Wijaya International Journal of Emerging Technologies in Learning (iJET) – eISSN: 1863-0383 (leer más...) Fuente: [iJET ]
- Education > Educational Setting > Higher Education (0.81)
- Education > Educational Technology > Educational Software > Computer Based Training (0.72)
- Education > Educational Setting > Online (0.72)
- Education > Focused Education > Physical Education (0.49)
- Information Technology > Enterprise Applications > Human Resources > Learning Management (0.72)
- Information Technology > Data Science > Data Mining (0.58)
- Information Technology > Artificial Intelligence > Representation & Reasoning (0.58)
- Information Technology > Artificial Intelligence > Natural Language (0.58)
Prosthetic legs of California high school wrestling captain stolen from gym
Fox News Flash top headlines for Nov. 24 are here. Check out what's clicking on FoxNews.com The prosthetic legs of a double amputee and soon-to-be high school wrestling captain were stolen from a gym closet in California last week, putting his dreams of winning a state championship or even wrestling this season in doubt. Brett Winters, a senior at Pacific High School in San Bernardino, California, was born without tibia bones in his legs. As a baby, his mother was told by doctors that Winters could either spend life in a wheelchair or amputate his legs.
- North America > United States > California > San Bernardino County > San Bernardino (0.28)
- North America > United States > California > Monterey County > Salinas (0.06)
- Health & Medicine > Health Care Technology (1.00)
- Education > Educational Setting > K-12 Education > Secondary School (0.91)
- Health & Medicine > Therapeutic Area > Orthopedics/Orthopedic Surgery (0.67)
- Education > Focused Education > Physical Education > School Athletic Program (0.62)
Soccer: Adidas West Coast Showcase set for Dec. 7-9
Eric Sondheimer has been covering high school sports for the Los Angeles Times since 1997 and in Southern California since 1976. Get his latest from the field and follow all our prep sports coverage and analysis here. Soccer: Adidas West Coast Showcase set for Dec. 7-9 Bell Gardens, Downey, Paramount and Warren will be the sites for one of the top boys' soccer tournaments set for Dec. 7-9. The Adidas West Coast Showcase will bring together top teams from around Southern California. The West Division has Channel Islands, Clovis, Downey, Granada Hills, Long Beach Jordan, Moorpark, Palos Verdes and Warren.
- North America > United States > California > Los Angeles County > Los Angeles (0.31)
- Asia > Middle East > Jordan (0.31)
- North America > United States > Arizona (0.11)
- Leisure & Entertainment > Sports > Soccer (1.00)
- Education > Educational Setting > K-12 Education > Secondary School (0.75)
- Education > Focused Education > Physical Education > School Athletic Program (0.67)
Drone drops water balloons at Division 1 track prelims
Eric Sondheimer has been covering high school sports for the Los Angeles Times since 1997 and in Southern California since 1976. Get his latest from the field and follow all our prep sports coverage and analysis here. The Southern Section Division 1 track and field preliminary meet at Trubuco Hills High School on Saturday featured a water balloon attack from a lone drone. Near the start of the meet, around 11:30 a.m., a group of people positioned themselves on the hill above the track and allegedly flew a drone carrying water balloons over the track. One race official remarked that the water balloons were completely decimated upon impact.
- Education > Educational Setting > K-12 Education > Secondary School (0.91)
- Education > Focused Education > Physical Education > School Athletic Program (0.64)