We implemented a systematic literature review to investigate the trends and issues of learning analytics in seamless learning environments. We collected and analyzed a total of 27 empirical journal articles that study and discuss learning analytics design and implementation in seamless learning environments. In a recent decade, researchers have…

This study presents a panoramic overview of research conducted between 2010 and 2020 on how the Personal Learning Environment (PLE) supports Self-Regulated Learning (SRL). We elaborate on why the PLE is suitable for SRL, discuss its research themes, explain how the PLE supports SRL and outline the available PLE platforms. The review method we used…

Effective analysis and demonstration of these data features is of great significance for the optimization of interactive learning environment and learning behavior. Therefore, we take the big data set of learning behavior generated by an online interactive learning environment as the research object, define the features of learning behavior, and…

In this research, the students' achievements in learning Calculus, before and during COVID-19 crisis, are analyzed and compared. Two groups of students, the experimental and the control one, were monitored. Both groups worked in three corresponding subgroups (traditional, hybrid and online) in the frame of different learning environment. The…

This study presents an ontology-based visualization support system for e-book learners which promotes both meaningful receptive learning and meaningful discovery learning. To examine the system effectiveness, two learning modes are used: (a) reception comparison mode, where at the outset learners are shown complete versions of expert-generated…

Fifty-one learning strategies were developed and validated in this study to make language learners more knowledgeable about unfamiliar environments. The study tested the effectiveness of the strategies in improving the creativity of students. 75 university students participated in the study and they were divided into three groups: (1) students who…

The formulation of a sense of community (SOC) among students has received significant attention in the literature in recent years. However, digitally enhanced learning and COVID-19 have amplified the challenges vis-à-vis connecting students and making them feel involved and recognized in virtual learning ecologies for higher educational…

A virtual classroom constructed with virtual reality technology enables a more intuitive and immersive experience for learners. The classroom climate is an important factor affecting students' learning experience and performance in a virtual environment. However, there is a lack of research on the role of climate on learning experience and…

Learning analytics aims to improve learning and teaching in digital learning environments by optimizing them. Real-time feedback, suggestions, directions, and interventions are structured in the digital learning environments. In order to structure more effective interventions, it is crucial to ascertain which of these services offered to students…

This research advances notions about how interactive learning environments that intentionally shape learners' identities can empower students and give them agency. Our work draws on research on teacher noticing, extends it to the community level, and orients it towards identity. We provide an instrumental case study approach that examines…

This study examined whether socially shared regulation of learning (SSRL) enhances students' algorithmic thinking performance, promotes learning participation and improves students' learning attitudes through game-based collaborative learning. The students learned algorithmic knowledge and completed programing tasks using Kodu, a new visual…

Personal Learning Environment (PLE) represents a shift of learning paradigm towards learner-centered pedagogy, where users become masters of their own learning. PLEs are best used by learners with Self-Regulated Learning (SRL) abilities. Previous research showed that learners felt lost or socially isolated in PLEs due to their limited SRL…

Social sharing in virtual learning environments differs from real environments, resulting in a need for a specialized data collection tool related to social anxiety in these environments. This study seeks to develop a scale to identify the levels of social anxiety experienced in e-learning. The study group consists of 275 students who have…

Researchers have pointed out the important role of self-regulation in learning. The self-regulated learning (SRL) process consists of three stages (i.e. forethought, performance, and self-reflection), each of which could involve different strategies for achieving the aim of SRL. To enable researchers and teachers to have a whole picture of how…

Presently, learning is more flexible, personal and has richer learning resources. In the digital era, students use digital tools in almost all aspects of learning, such as seeking information, note-taking, discussion and communication, which is in line with personal learning environments. Therefore, this study proposes a conceptual model of the…