Learning analytics for learning design: A systematic literature review of analytics-driven design to enhance learning

K Mangaroska, M Giannakos - IEEE Transactions on Learning …, 2018 - ieeexplore.ieee.org
As the fields of learning analytics and learning design mature, the convergence and
synergies between the two are becoming an important area for research. This paper intends …

[PDF][PDF] Orchestration tools to support the teacher during student collaboration: a review

A van Leeuwen, N Rummel - Unterrichtswissenschaft, 2019 - research-portal.uu.nl
Teachers play an important role during student collaboration by monitoring and stimulating
interactions between students that are effective for learning. In the present paper, we review …

Designing for complementarity: Teacher and student needs for orchestration support in AI-enhanced classrooms

K Holstein, BM McLaren, V Aleven - … , AIED 2019, Chicago, IL, USA, June …, 2019 - Springer
As artificial intelligence (AI) increasingly enters K-12 classrooms, what do teachers and
students see as the roles of human versus AI instruction, and how might educational AI …

Supporting teacher orchestration in ubiquitous learning environments: A study in primary education

JA Munoz-Cristobal, IM Jorrin-Abellan… - IEEE Transactions …, 2014 - ieeexplore.ieee.org
During the last decades, educational contexts have transformed into complex technological
and social ecologies, with mobile devices expanding the scope of education beyond the …

Scripting and monitoring meet each other: Aligning learning analytics and learning design to support teachers in orchestrating CSCL situations

MJ Rodríguez‐Triana… - British Journal of …, 2015 - Wiley Online Library
From the conceptualization to the evaluation of computer‐supported collaborative learning
(CSCL) scenarios, teachers address multiple tasks, sometimes being overwhelmed on …

AI and the Future of Learning: Expert Panel Report.

J Roschelle, J Lester, J Fusco - Digital Promise, 2020 - ERIC
This report is based on the discussion that emerged from a convening of a panel of 22
experts in artificial intelligence (AI) and in learning. It introduces three layers that can frame …

MTFeedback: providing notifications to enhance teacher awareness of small group work in the classroom

R Martinez-Maldonado, A Clayphan… - IEEE Transactions on …, 2014 - ieeexplore.ieee.org
The teacher has very important roles in the classroom, particularly as manager of most
resources for learning activities and in providing timely feedback that can enhance learning …

Praxeological learning approach in the development of pre-service EFL teachers' TPACK and online information-seeking strategies

T Kulaksız - International Journal of Educational Technology in …, 2023 - Springer
This study is purposed to implement and test a praxeological learning approach to enhance
pre-service EFL teachers' technological pedagogical content knowledge and online …

Orchestration load indicators and patterns: In-the-wild studies using mobile eye-tracking

LP Prieto, K Sharma, Ł Kidzinski… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
Orchestration load is the effort a teacher spends in coordinating multiple activities and
learning processes. It has been proposed as a construct to evaluate the usability of learning …

The effects of a learning analytics dashboard on teachers' diagnosis and intervention in computer-supported collaborative learning

H Bao, Y Li, Y Su, S Xing, NS Chen… - Technology, pedagogy …, 2021 - Taylor & Francis
The learning analytics dashboard (LAD) has been recognised as a useful tool to facilitate
teachers' diagnosis and intervention in collaborative learning. However, little empirical …