The purpose of this research is to examine the effects of online project-based learning on students' metacognitive awareness. The participants of the research were 53 students attending 6th grade. The research was carried out using the mixed method approach and it was conducted with the action research model. Pre-test and post-test quantitative…

As instruction shifts away from traditional approaches, online learning has grown in popularity in K-12 and higher education. Artificial intelligence (AI) and learning analytics methods such as machine learning have been used by educational scholars to support online learners on a large scale. However, the fairness of AI prediction in educational…

Given the changing nature of literacy, it is critical to investigate how learners communicate using the multimodal affordances of digital platforms. Guided by metafunctions of Systemic Functional Linguistics, this study developed a multimodal analytical framework to quantify multimodal composing with indicators of functional meaning to evaluate…

The paper describes the research of causal relationships between the factors of technological, organizational, environmental, and personal contexts and their influence on the development of learning intentions in potential students. Its purpose was to develop a mechanism for designing a public online educational resource platform based on the…

Inquiry learning is an effective learning approach if learners are properly guided. Its effectiveness depends on learners' prior knowledge, the domain, and their relationship. In a previous study we developed an Experiment Design Tool (EDT) guiding learners in designing experiments. The EDT significantly benefited low prior knowledge learners. For…

Individual differences exist among learners. Among various individual differences, cognitive styles can strongly predict learners' learning behavior. Therefore, cognitive styles are essential for the design of online learning. There are a variety of cognitive style dimensions and overlaps exist among these dimensions. In particular, Witkin's field…

Learners' emotional states might change during the learning process, and unpredictable variations of a person's emotions raise the demand for regular assessment of feelings during learning. In this paper, an AI-based decision framework is proposed and implemented for e-learning systems that identify suitable micro-brake activities based on the…

Secondary school students often learn new cognitive skills by practicing with tasks that vary in difficulty, amount of support and/or content. Occasionally, they have to select these tasks themselves. Studies on task-selection guidance investigated either procedural guidance (specific rules for selecting tasks) or strategic guidance (general rules…

Due to COVID-19 pandemic, schools all over the world have gone from full face-to-face to online lessons. This paper analyzed the influences of social networking sites (SNS) on secondary school students' academic achievement. The original studies were extracted from the Web of Science database, and the review of the 27 selected journal articles…

This study investigated student engagement and focused attention in three co-creation environments (a paper-based environment, the 2D Jamboard platform, and the CoSpaces virtual reality (VR) platform). The study utilized a quasi-experimental research design with a total of 66 tenth-grade students including 34 males (52%) and 32 females (48%) from…

Owing to the predominant role of Machine Learning(ML) across domains, it is being introduced at multiple levels of education, including K-12. Researchers have leveraged games, augmented reality and other ways to make learning ML concepts interesting. However, most of the existing games to teach ML concepts either focus on use-cases and…

Data analytics technique in education provides unparalleled opportunities in the era of e-learning platforms to support students. In this context, learning management system (LMS) as a platform allows recording the learner's activity recorded in order to explore data unique types coming from the academic context in order to improve the learning…

The purpose of this study is three-fold. First, to explore the effects of online peer-dynamic assessment (Peer-DA), rooted in the Zone of Proximal Development (ZPD) notion, on boosting Iranian high school students' writing skills. Second, to disclose how online Peer-DA can lead to improving the participants' writing skills. Third, to disclose…

Interest is the basic driver of a person is doing something to achieve his goals, and in action-reaction theory, the measure that is widely used is attitude. Through behavioral intention to adopt, we examined its effect on online learning interest using perceived usefulness (PU), perceived ease of use (PEOU) and self-efficacy (SE). In addition,…

The Taiwan government is trying to explore the benefits of using mobile devices to enhance the effectiveness of student learning. While many plans and projects have been launched, but the results are still meager. This research is thus aimed to discover the benefits and challenges of promoting mobile learning in Taiwan. 120 self-developed…