We design a generative adversarial network (GAN)-based pencil drawing learning system for art education on large image datasets to help students study how to draw pencil drawings for images and scenes. The system generates a pencil drawing result for a natural image based on GAN. The GAN network is trained on pencil drawing big datasets containing…

A learner model reflects learning patterns and characteristics of a learner. A learner model with learning history and its effectiveness plays a significant role in supporting a learner's understanding of their strengths and weaknesses of their way of learning in order to make proper adjustments for improvement. Nowadays, learners have been…

Digital transformation in education and relevant calls for action are recognised global priorities aimed to support education and training in the digital age. The experiences from the emergency remote teaching during the COVID-19 pandemic and recent research findings reveal relevant advantages, challenges, as well as different students and…

21st-century learning requires every student to have thinking skills, work habits, and character to achieve an independent and successful life. Learning in schools must develop students' thinking skills, including biology learning. The learning process in schools has undergone many changes during the COVID-19 pandemic. A study by the Ministry of…

The transformative potential of Digital Informal Learning (DIL) is evident in fostering cross-cultural understanding, with a special focus on Arabic cultural education in this case. Drawing from the case of Learn Cultural Identity (LearnCuID) groups, which are informal online learning communities, the discussion highlights how digital platforms,…

This article concerns the synergy between science learning, understanding complexity, and computational thinking (CT), and their impact on near and far learning transfer. The potential relationship between computer-based model construction and knowledge transfer has yet to be explored. We studied middle school students who modeled systemic…

The COVID-19 pandemic has necessitated the adoption of online learning methods worldwide, including in Malaysia. The Ministry of Education (MoE) in Malaysia has recognized the importance of online learning due to the implementation of Movement Control Order (MCO). However, the limitations of online learning, such as reduced interaction between…

This paper explored the characteristics of the digital learning ecosystem (DLE) in educational institutions based on the analysis of English scholarly discourse from various sources between 2002 and 2021. The content analysis method was used to examine core conceptual elements from the existing models. Researchers used Google Scholar and other…

Background/purpose: Most Indonesian vocational university students majoring in a non-English program demonstrated low English mastery due to their lack of exposure to English in their previous studies. To tackle this problem, this study aims to guide vocational university students to spend more time on independent learning using the Cambridge…

Extensive Reading (ER) is widely recognized as an effective method for improving language proficiency and fostering reading motivation in English as a foreign language contexts. However, the success of ER programs depends on several factors, including student motivation, engagement, and preferences for book selection. This study examines the…

Technology readiness is a condition where students are prepared to support the success of online learning during the COVID-19 pandemic. Good technology readiness will support learning and have an impact on student learning outcomes. This study aimed to determine the influence of fourth grade elementary school students' technology readiness on…

Advances in data analytics and intelligent technologies are enabling smart learning environments that promote personalized learning. Personalized learning systems where learners engage with information in a manner tailored to their unique needs, goals, and abilities have garnered significant academic research attention. If students can achieve…

The higher education landscape is continually evolving, with educators adapting to meet the needs, aspirations, and expectations of their students. Data technology and virtual-learning systems have become vital components in higher education operations, with many institutions incorporating online frameworks and innovations. The aims of the study…

The two main trends in the development of higher education worldwide are universal access and digital transformation. These trends are bringing about an increase in class sizes and the growth of online higher education. Previous studies indicated that both the large-class setting and online delivery threaten the quality, and the exploration of…

Driven by the increased availability of Learning Management System data, this study explored its value and sought understanding of student behaviour through the information contained in activity level log data. Specifically, this study examined analytics data to understand students' engagement with online videos. Learning analytics data from the…