This article provides evidence of critical factors of student retention in Language Massive Open Online Courses (LMOOCs). The study used multiple sources: tracked retention data (n=43,000), survey data in correlation with tracking data (n=400), and qualitative data (174 informants) from a survey (Friðriksdóttir, 2018, 2021a, 2021b). The data came…

Data science and informatics tools are developing at a blistering rate, but their users often lack the educational background or resources to efficiently apply the methods to their research. Training resources and vignettes that accompany these tools often deprecate because their maintenance is not prioritized by funding, giving teams little time…

This study seeks to investigate curricular trends in MOOCs and institutional participation in the development of MOOC courses. The study is framed utilizing the theoretical lenses of academic capitalism and isomorphism--particularly Riesman's conceptualization of a "snake-like procession" of isomorphism in American higher education lead…

Nowadays, SPOCs (Small Private Online Courses) have been used as complementary methods to support classroom teaching. SPOCs are courses that apply the usage of MOOCs (Massive Open Online Courses), combining classroom with online education, making them an exciting alternative for contexts such as emergency remote teaching. Although SPOCs have been…

As online learning modes become more common, this can exacerbate educational inequalities for learners who do not have the ability to utilise these modes effectively. This has been seen in the COVID-19 crisis where there has been a shift to remote and distance learning modalities despite the limited ability for all learners to benefit equitably.…

We introduce an online learning platform that scales collaborative learning. We study the impact of team formation and the team formation process in massive open online classes. We observe that learners prefers team members with similar location, age range and education level. We also observe that team members in more successful teams have diverse…

This study aims to reveal the main trends and findings of the studies examining the use of learning analytics in distance education. For this purpose, journal articles indexed in the SSCI index in the Web of Science database were reviewed, and a total of 400 journal articles were analysed within the scope of this study. The systematic review…

This study explored the effects of three types of lexical tools (MOOCs, E-dictionaries, and lexical concordancers) and three types of lexical applications (technology-mediated communication-based applications (TMCA), Anki as an e-flashcard application, and WordUp as a dedicated lexical application) on learning academic core words among a sample of…

Stimulated by the isolation requirement of COVID-19 lockdown, online teaching method has been widely adopted by worldwide academic institutions and has been playing an essential role in accelerating education reform. While both traditional classroom teaching and pure online teaching have their drawbacks, an integrated online to offline (O2O)…

This paper studies the use of Reinforcement Learning (RL) policies for optimizing the sequencing of online learning materials to students. Our approach provides an end to end pipeline for automatically deriving and evaluating robust representations of students' interactions and policies for content sequencing in online educational settings. We…

"Massive Open Online Courses -- Learning Frontiers and Novel Innovations" explores the potential of MOOCs in revolutionizing global education. This book looks into the advancements, challenges, and innovative practices that define the evolving world of online learning. Chapters in the book address critical themes such as learner…

This paper deals with cooperative pedagogical scenarization. It presents a work carried out after an experience aiming at creating online training courses for an university degree. In the experience, lecturers had no experience in designing full online courses, and needed the support of pedagogical engineers to adapt their courses to suit online…

This study aimed to investigate the relationship among MOOC learner's background, social network position and level of interaction. More specifically, it has two goals: (a) to find, at the individual level, the relationship among each learner's background, social network position, and interaction; and (b) to find, at the thread level, how the…

Innovations in technology are changing not only everyday life for many individuals around the world but are also influencing the expansion of online learning opportunities at an accelerated rate (Collins & Halverson, 2018; Mah, 2016). Online learning platforms allow for scalability, flexibility, greater global access, and innovative and new…

Although the literature on computer-assisted language learning has demonstrated that digital tools such as online translators and bilingual dictionaries offer affordances to second language (or foreign language) writers of English to solve linguistic (lexical and syntactic) issues, the extent to which digital technology supports multilingual…