Connecting the dots–A literature review on learning analytics indicators from a learning design perspective
Background During the past decade, the increasingly heterogeneous field of learning
analytics has been critiqued for an over‐emphasis on data‐driven approaches at the …
analytics has been critiqued for an over‐emphasis on data‐driven approaches at the …
A systematic literature review of empirical research on epistemic network analysis in education
Over the past decade, epistemic network analysis (ENA) has emerged as a quantitative
ethnography tool for modeling discourse in different types of human behaviors. This article …
ethnography tool for modeling discourse in different types of human behaviors. This article …
Learning analytics dashboards: The past, the present and the future
Learning analytics dashboards are at the core of the LAK vision to involve the human into
the decision-making process. The key focus of these dashboards is to support better human …
the decision-making process. The key focus of these dashboards is to support better human …
Students' social-cognitive engagement in online discussions
Z Liu, N Zhang, X Peng, S Liu, Z Yang - Educational Technology & Society, 2023 - JSTOR
Grounded on constructivism, mining a complex mix of social and cognitive interrelations is
key to understanding collaborative discussion in online learning. A single examination of …
key to understanding collaborative discussion in online learning. A single examination of …
Exploring the relationship between social interaction, cognitive processing and learning achievements in a MOOC discussion forum
Z Liu, N Zhang, X Peng, S Liu, Z Yang… - Journal of …, 2022 - journals.sagepub.com
In the field of learning analytics, mining the regularities of social interaction and cognitive
processing have drawn increasing attention. Nevertheless, in MOOCs, there is a lack of …
processing have drawn increasing attention. Nevertheless, in MOOCs, there is a lack of …
Exploring MOOC user behaviors beyond platforms
MOOC user behavior is generally studied using the data collected within platform
interactions in the learning system or via outside social media platforms. It is important to …
interactions in the learning system or via outside social media platforms. It is important to …
Towards automated transcribing and coding of embodied teamwork communication through multimodal learning analytics
Effective collaboration and teamwork skills are critical in high‐risk sectors, as deficiencies in
these areas can result in injuries and risk of death. To foster the growth of these vital skills …
these areas can result in injuries and risk of death. To foster the growth of these vital skills …
Grit and learning: Understanding the sequential learning behaviours in snap!
Background As a non‐cognitive trait, grit plays an important role in human learning.
Although students higher in grit are more likely to perform well on tests, how they learn in the …
Although students higher in grit are more likely to perform well on tests, how they learn in the …
Words of Wisdom: A Journey through the Realm of NLP for Learning Analytics-A Systematic Literature Review
Learning Analytics (LA) is one of the world's most influential research fields related to
educational technology. Among many themes that the LA community considers, the …
educational technology. Among many themes that the LA community considers, the …
Designing a second-order progressive problem-based scaffold strategy to promote students' writing performance in an SVVR environment
G Yang, W Zhou, YD Rong, YJ Xu, QF Zeng… - Education and …, 2024 - Springer
Writing is a challenging task for students in language learning. A key question in this
challenge is how to exploit the potential of information technology and design effective …
challenge is how to exploit the potential of information technology and design effective …