From signals to knowledge: A conceptual model for multimodal learning analytics
Author:
Affiliation:
1. Welten Institute - Research Centre for Learning, Teaching and Technology, Open University of Netherlands; The Netherlands
Publisher
Wiley
Subject
Computer Science Applications,Education
Link
http://onlinelibrary.wiley.com/wol1/doi/10.1111/jcal.12288/fullpdf
Reference69 articles.
1. Semi-supervised model personalization for improved detection of learner's emotional engagement;Alyuz;Proceedings of the 18th ACM International Conference on Multimodal Interaction - ICMI 2016,2016
2. Detecting naturalistic expressions of nonbasic affect using physiological signals;Alzoubi;IEEE Transactions on Affective Computing,2012
3. Half a minute: Predicting teacher evaluations from thin slices of nonverbal behavior and physical attractiveness;Ambady;Journal of Personality and Social Psychology,1993
4. Spanning seven orders of magnitude: A challenge for cognitive modeling;Anderson;Cognitive Science,2002
5. Understanding student learning trajectories using multimodal learning analytics within an embodied- interaction learning environment;Andrade;Proceedings of the Seventh International Learning Analytics & Knowledge Conference,2017
Cited by 139 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献
1. The End is the Beginning is the End: The closed-loop learning analytics framework;Computers in Human Behavior;2024-09
2. Measuring (meta)cognitive processes in multimedia learning: Matching eye tracking metrics and think‐aloud protocols in case of seductive details;Journal of Computer Assisted Learning;2024-08-07
3. Identifying popular, rejected and neglected children in Chinese preschool: An exploratory study on the educational application of spatial positioning data;Acta Psychologica;2024-08
4. Exploring design considerations for multimodal learning analytics systems: an interview study;Frontiers in Education;2024-07-12
5. The Impact of Attribute Noise on the Automated Estimation of Collaboration Quality Using Multimodal Learning Analytics in Authentic Classrooms;Journal of Learning Analytics;2024-06-20
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3