Machine learning (ML) techniques have been successfully applied to a wide array of applications. This dissertation aims to take application data handling into account when developing ML-based solutions for real-world problems through a holistic framework. To demonstrate the generality of our framework, we consider two real-world applications: spam…

Although part of their use is intended for leisure, social networks could be a useful tool for developing students' critical thinking. Nevertheless, this relationship could also be influenced by our competence in learning to learn, that is to say, our knowledge, skills, and attitudes associated with self-regulation, metacognition, use of learning…

Purpose: School leaders work in a fast-paced job that requires critical decision-making, often without the luxury of time. Additionally, problems may be new and leave school leaders feeling isolated and ill-equipped to adequately address situations. To that end, this study introduced the use of Reddit, a social media platform, to connect school…

Efficient collaborative learning relies on productive interaction among learners. Previous studies have suggested that group gender composition might affect the group dynamics. While previous studies have generally focused on the learning performance of different gender groups, relatively little effort has been devoted to scrutinising the learning…

Although the negative effects of mobile instant messaging have been stressed, its exponential increment justifies studying its application in education. This paper analyses whether college' students perception of WhatsApp usefulness influences cognitive processes important for teamwork (i.e., specialization and coordination), specifically for…

Objectives: This study aimed to explore the views of university students of education at a university in Brazil regarding the cyberbullying of schoolteachers by their pupils. Design: A 30-item questionnaire was developed with a five-point response scale labelled from strongly disagree to strongly agree. Methodology: The questionnaire was completed…

During collaborative learning in online learning communities, teachers usually guide their students through the learning process by means of discussion-based didactics. According to relevant research, an uncontrolled, nonintrusive discussion environment is usually insufficient for promoting higher cognitive processing (HCP). To address this…

High schoolers' creative thinking and complex problem-solving abilities are important for determining achievement. There is a need to investigate whether spiritual training delivered via a microblogging social networking platform would be effective. This article reports a study that examines the impact of Twitter-based spiritual posts on high…

Mathematics problems are shared rapidly across all social media platforms, and the relative anonymity granted to users can lead to unfiltered discourse. This study examined 1,046 comments from a mathematics problem posted twice to YouTube in February 2016 to determine the underlying narratives that indicate the commenters' mathematical mindsets…

Intelligent tutors based on expert systems often struggle to provide formative feedback on complex, ill-defined problems where answers are unknown. Hybrid crowdsourcing systems that combine the intelligence of multiple novices in face-to-face settings might provide an alternate approach for providing intelligent formative feedback. The purpose of…

Problem-solving and collaboration are regarded as an essential part of 21st Century Skills. This study describes a task-focused approach to network analysis of trace data from collaborative problem-solving in a digital learning environment. The analysis framework builds and expands upon previous analyses of social ties as well as discourse…

The relevance of the study is due to the problem of finding optimal solutions for organizing training sessions, the need to form the personality of a teacher in a difficult social and pedagogical situation. The leading research method is a pedagogical experiment on the organization of distance learning for students, the method of theoretical…

Collaborative online learning (COL) has been associated with positive outcomes, such as critical thinking, shared problem-solving skills, and deep learning. Such outcomes require pedagogies that consider students' backgrounds, including the cultural context in which they operate. This study reflects upon the role of culture through the lens of the…

Communicative learning progress in industry and education must gain focus and commitment otherwise innovation efforts by new technologies and recent researches will produce scarce results. Frequently, it appears gaps in quality and efficiency due to lack of ideas assimilation, matter that can be noticed. Investigators may discourse about platforms…

This article documents a collaboration between a second-grade teacher and a university-based literacy coach to implement dialogic instruction as part of a 14-week cross-disciplinary curriculum unit. The coach-teacher dyad used digital technologies to enhance a problem-solving approach to coaching. The authors describe the coaching interactions,…