We develop a random forest classifier that helps assign academic credit for a student's class forum participation. The classification target are the four classes created by student rank quartiles. Course content experts provided ground truth by ranking a limited number of post pairs. We expand this labeled set via data augmentation. We compute the…

Discussion forums are critically important to the online classroom, as they virtually take the place of a classroom discussion and become a stage on which active learning takes place. Active learning occurs when instructors practice certain techniques in the discussion that are carefully and thoughtfully crafted and guided. The authors propose the…

This study emerged from the abrupt shift to online distance teaching due to the Covid-19 pandemic and reports of "Mother Tongue Instruction" (MTI) in Sweden, where online distance teaching was initially introduced in MTI only. In Sweden, MTI is offered to students whose parents/caregivers speak languages other than Swedish on a daily…

Learning scientists and the CSCL community have argued that knowledge construction is a process of collective thinking; a process that is simultaneously personal and social that requires group cognition. However, while CSCL researchers have investigated situated knowledge in the process of collective thinking, little work has been done to fully…

This study aims to investigate and analyze the attitudes and opinions of computer science students at two academic colleges of education with regards to the use of structured and unstructured discussion forums in computer science courses conducted entirely online. Fifty-two students participated in two online courses. The students in each course…

An ego network is an individual's social network relationships with core members. In this study, the ego network parameters in online discussion spaces of high- and low-performing students were compared. The extent to which students' ego networks changed over the course were also analyzed. Participation in 7 weeks of online discussions were…

It can be difficult to foster focused and effective communication in online discussions within large classes. Implementing protocols is a strategy that may help students communicate more effectively, facilitate their learning process, and improve the quality of their work within online discussions. In this exploratory research study, a protocol…

Building Information Modelling (BIM) tools and processes are increasingly adopted and implemented in the construction industry. Consequently, BIM education is considered increasingly important in Architecture, Engineering and Construction (AEC) education. While most of the research and literature on BIM education in engineering studies has focused…

A teacher's objective is to provide students the cognitive strategies that enable them to think critically, make decisions, and solve problems. In order to guide student learning, teachers should be aware of the concepts that are prerequisite to the understanding of others and also of typical student misconceptions. The goal of this study was to…

Literature circles [LC] are student-centered discussion groups that use various roles to make reading meaningful, comprehensible and enjoyable. The current research investigated the questioning effects and students' perceptions of integrating EFL [English-as-a-foreign-language] literature circles through student-led Facebook Groups. Findings…

Purpose: Founded in sociocultural theories of learning, the authors argue that engaging learners in collaborative knowledge building is critical. When responding to others' ideas, research shows that learners in online settings more frequently focus on surface-level aspects of colleagues' contributions -- sharing, comparing and praising -- rather…

This report presents the compilation of interaction analysis of a month long online discussion that supplemented regular FAIMER fellowship programme for health professional teachers. Online discussion forums are considered as an effective means and if conducted using appropriate protocols and activities will help learners to share and gain…

We introduce a novel approach to visualizing temporal clickstream behaviour in the context of a degree-satisfying online course, "Habitable Worlds," offered through Arizona State University. The current practice for visualizing behaviour within a digital learning environment is to generate plots based on hand-engineered or coded features…

Discussion forums are often a primary tool used for teaching and learning in asynchronous online courses. In this article, the author shares her experiences using discussion forums to promote learning, teacher presence, and community. In a retrospective microanalysis of discussion forums posts and interactions, the author identified five major…

Emergent technologies and communication channels have evolved over time and now offer more connected interactivity between students, their peers, course content, and their instructor. Yet, many who teach in the online environment continue to utilize the traditional forms of communication (such as discussion boards and email). This article explores…