Optimizing Parameters for Accurate Position Data Mining in Diverse Classrooms Layouts.
Spatial analytics receive increased attention in educational data mining. A critical issue in
stop detection (ie, the automatic extraction of timestamped and located stops in the …
stop detection (ie, the automatic extraction of timestamped and located stops in the …
Multimodal Analytics for Collaborative Teacher Reflection of Human-AI Hybrid Teaching: Design Opportunities and Constraints
S Karumbaiah, P Liu, A Maksimova, L De Vylder… - European Conference …, 2023 - Springer
Past research shows that teachers benefit immensely from reflecting on their classroom
practices. At the same time, adaptive and artificially intelligent (AI) tutors are shown to be …
practices. At the same time, adaptive and artificially intelligent (AI) tutors are shown to be …
How ChatGPT transformed teachers: the role of basic psychological needs in enhancing digital competence
J Zhou, L Shen, W Chen - Frontiers in Psychology, 2024 - frontiersin.org
Introduction With the rapid development of ChatGPT, its application in the field of education
has garnered widespread attention. This study aims to explore the impact of ChatGPT on …
has garnered widespread attention. This study aims to explore the impact of ChatGPT on …
Revealing Networks: Understanding Effective Teacher Practices in AI-Supported Classrooms using Transmodal Ordered Network Analysis
Learning analytics research increasingly studies classroom learning with AI-based systems
through rich contextual data from outside these systems, especially student-teacher …
through rich contextual data from outside these systems, especially student-teacher …
Analyse prozessbezogener Verhaltensdaten mittels Learning Analytics: Aktuelle und zukünftige Bedeutung für die Unterrichtswissenschaft
International entwickelte sich unter dem Begriff „Learning Analytics “in den letzten Jahren
ein Forschungsfeld, das sich auf das Sammeln, Auswerten und Anwenden komplexer …
ein Forschungsfeld, das sich auf das Sammeln, Auswerten und Anwenden komplexer …
Leveraging Multimodal Classroom Data for Teacher Reflection: Teachers' Preferences, Practices, and Privacy Considerations
Teacher reflection is essential for K-12 classrooms, including effective and personalized
instruction. Multimodal Learning Analytics (MMLA), integrating data from digital and physical …
instruction. Multimodal Learning Analytics (MMLA), integrating data from digital and physical …
Socio-spatial Learning Analytics
L Yan - 2023 - bridges.monash.edu
Capturing socio-spatial aspects of learning is vital for classroom orchestration and
collaborative learning in complex spaces. Traditional methods like surveys and observations …
collaborative learning in complex spaces. Traditional methods like surveys and observations …
[PDF][PDF] Leveraging Multimodal Classroom Data for Teacher Reflection: Teachers' Preferences, Practices, and Privacy Considerations
V Aleven - cborchers.com
Teacher reflection is essential for K-12 classrooms, including effective and personalized
instruction. Multimodal Learning Analytics (MMLA), integrating data from digital and physical …
instruction. Multimodal Learning Analytics (MMLA), integrating data from digital and physical …