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Automated Multimode Teaching Behavior Analysis: A Pipeline-Based Event Segmentation and Description

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成果类型:
期刊论文
作者:
Zheng, Qiuyu;Chen, Zengzhao*;Wang, Mengke;Shi, Yawen;Chen, Shaohui;...
通讯作者:
Chen, Zengzhao;Liu, Z
作者机构:
[Chen, Zengzhao; Wang, Mengke; Liu, Zhi; Shi, Yawen; Zheng, Qiuyu] Cent China Normal Univ, Fac Artificial Intelligence Educ, Wuhan 430079, Peoples R China.
[Chen, Shaohui] Zhejiang Univ Technol, Zhijiang Coll, Shaoxing 312030, Peoples R China.
[Liu, Zhi] Cent China Normal Univ, Natl Engn Res Ctr Educ Big Data, Wuhan 430079, Peoples R China.
通讯机构:
[Chen, ZZ; Liu, Z ] C
Cent China Normal Univ, Fac Artificial Intelligence Educ, Wuhan 430079, Peoples R China.
Cent China Normal Univ, Natl Engn Res Ctr Educ Big Data, Wuhan 430079, Peoples R China.
语种:
英文
关键词:
Education;Videos;Analytical models;Manuals;Reflection;Hidden Markov models;Cultural differences;Artificial intelligence;automated analysis;classroom event description;classroom event segmentation;multimode model;teacher's behavior analysis
期刊:
IEEE Transactions on Learning Technologies
ISSN:
1939-1382
年:
2024
卷:
17
页码:
1717-1733
基金类别:
10.13039/501100001809-National Natural Science Foundation of China (Grant Number: 62077022 and 62377016) Research Project of National Collaborative Innovation Experimental Base for Teacher Development of Central China Normal University (Grant Number: CCNUTEIII 2021-21)
机构署名:
本校为第一且通讯机构
摘要:
The rationality and the effectiveness of classroom teaching behavior directly influence the quality of classroom instruction. Analyzing teaching behavior intelligently can provide robust data support for teacher development and teaching supervision. By observing verbal and nonverbal behaviors of teachers in the classroom, valuable data on teacher-student interaction, classroom atmosphere, and teacher-student rapport can be obtained. However, traditional approaches of teaching behavior analysis primarily focus on student groups in the classroom, neglecting intelligent analysis and intervention ...

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