This study innovates English network teaching by applying a refined Association Rule Mining (ARM) algorithm. It integrates an "interest" parameter into ARM, dynamically adapting content to individual learners' profiles, improving engagement and outcomes. Controlled experiments, spanning diverse online platforms, validate the ARM model's…

Mentoring in occupational therapy is a crucial role that many practitioners undertake and there is a paucity of mentor education specific to occupational therapists. Authors present an innovative approach to mentor education through a novel three-part online mentor training series. Developed by faculty teaching at Northern Arizona University's…

The importance of the study lies within the gap in practice where online education focuses primarily on the student experience and technology, leaving little focus on the successes and challenges of the instructors. The purpose of this basic qualitative study was to look at the perceptions of adjunct faculty towards the successes, challenges, and…

Implementation of online education pedagogy and practice has expanded rapidly at colleges and universities in recent years, most notably in response to COVID-19. This innovative teaching/learning modality provides benefits to both faculty and students through dynamic teaching/learning content, immense flexibility, and technological investments to…

Purpose: This study aims to explore the impact of "Performance Expectancy" (PE) on the performance of Indian automotive manufacturing employees through their "Behavioural Intention" (BI) in the context of digital learning within the volatile, uncertain, complex and ambiguous (VUCA) world. Design/methodology/approach: A…

Purpose: The purpose of this study is to investigate facilitator's tools and actions in promoting interaction in virtual co-development. Design/methodology/approach: In virtual environments, facilitation plays a crucial role. However, research does not provide many examples of tools and practices of virtual facilitation of co-development. To…

This study aims to evaluate the impact of the application of Internet + technology in accounting education on academic performance, with a special focus on the academic performance changes of 2022 accounting students of Ningxia Vocational and Technical College of Finance and Economics. The study adopted a quantitative analysis method to evaluate…

This paper examines the digitalization of higher education in Ethiopia. It mainly focuses on better understanding the policies, practices, and challenges of digitalization of higher education in the country. The necessary data were mainly generated from continental, national, and institutional policy and strategy documents. Publicly available…

In the digital age, Information and Communications Technology (ICT) has enabled learning to happen everywhere, leading to a shift of schooling to the home field and strengthening parents' educational responsibilities. Meanwhile, it may also cause the digital divide and digital reproduction, thereby exacerbating educational inequality. Against this…

This paper analyses the potential of micro-credentials in adult education through upcoming EU policies and initiatives, bearing in mind the increasing use of online learning platforms globally. Understanding national and international approaches to micro-credentials allows undergraduate programmes and teaching practices to flourish in economically…

Online learning has become an important advance in education in the last decade. We developed an online learning system related to land and tree measurements. University students were given pre- and postexposure surveys for two courses offered within the online system. Surveys were designed to assess whether the knowledge level and confidence of…

The attention time of students studying in MOOC (Massive Open Online Courses) classroom was analyzed to optimize and further improve their performance. On this basis, a student class model based on convolutional neural networks (CNN) feature extraction was proposed. Through Pr (Adobe Premiere) technology, students' class videos were processed by…

Collaborative engagement is a quality that contributes successful learning by examining social interactions among students. In natural contexts, online collaborative learning is an evolving process that is subject to fluctuation in how students engage in social interactions. However, few studies have explored the interplay and intertwining of…

Virtual learning environments have increased in frequency in the years following the COVID-19 pandemic. There are differences in the social learning structure between virtual learning environments and traditional learning environments. A growing body of scholarship has aimed to investigate the impacts of the virtual learning environment on student…

Background: Peer assessment has played an important role in large-scale online learning, as it helps promote the effectiveness of learners' online learning. However, with the emergence of numerical grades and textual feedback generated by peers, it is necessary to detect the reliability of the large amount of peer assessment data, and then develop…