Effects of artificial Intelligence–Enabled personalized recommendations on learners' learning engagement, motivation, and outcomes in a flipped classroom
The flipped classroom approach is aimed at improving learning outcomes by promoting
learning motivation and engagement. Recommendation systems can also be used to …
learning motivation and engagement. Recommendation systems can also be used to …
[PDF][PDF] Exploring students engagement towards the learning management system (LMS) using learning analytics.
Learning analytics is a rapidly evolving research discipline that uses the insights generated
from data analysis to support learners as well as optimize both the learning process and …
from data analysis to support learners as well as optimize both the learning process and …
Analytics of time management strategies in a flipped classroom
This paper aims to explore time management strategies followed by students in a flipped
classroom through the analysis of trace data. Specifically, an exploratory study was …
classroom through the analysis of trace data. Specifically, an exploratory study was …
Analytics of learning strategies: Associations with academic performance and feedback
Learning analytics has the potential to detect and explain characteristics of learning
strategies through analysis of trace data and communicate the findings via feedback …
strategies through analysis of trace data and communicate the findings via feedback …
Trace-SRL: a framework for analysis of microlevel processes of self-regulated learning from trace data
The recent focus on learning analytics (LA) to analyze temporal dimensions of learning
holds the promise of providing insights into latent constructs, such as learning strategy, self …
holds the promise of providing insights into latent constructs, such as learning strategy, self …
Analytics of Learning Strategies: Role of Course Design and Delivery Modality Authors
Generalizability of the value of methods based on learning analytics remains one of the big
challenges in the field of learning analytics. One approach to testing generalizability of a …
challenges in the field of learning analytics. One approach to testing generalizability of a …
A learning analytic approach to unveiling self-regulatory processes in learning tactics
Investigation of learning tactics and strategies has received increasing attention by the
Learning Analytics (LA) community. While previous research efforts have made notable …
Learning Analytics (LA) community. While previous research efforts have made notable …
Exploring relationship among self-regulated learning, self-efficacy and engagement in blended collaborative context
S Zhao, C Cao - SAGE Open, 2023 - journals.sagepub.com
Collaboration proves to be an effective way to facilitate students' engagement and solve the
mostly-mentioned problems of blended learning (BL). For collaborative BL, self-regulated …
mostly-mentioned problems of blended learning (BL). For collaborative BL, self-regulated …
Student profiles of change in a university course: A complex dynamical systems perspective
Learning analytics approaches to profiling students based on their study behaviour remain
limited in how they integrate temporality and change. To advance this area of work, the …
limited in how they integrate temporality and change. To advance this area of work, the …
Identifying and comparing multi-dimensional student profiles across flipped classrooms
Flipped classroom (FC) courses, where students complete pre-class activities before
attending interactive face-to-face sessions, are becoming increasingly popular. However …
attending interactive face-to-face sessions, are becoming increasingly popular. However …