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Prediction in MOOCs: A review and future research directions
This paper surveys the state of the art on prediction in MOOCs through a systematic
literature review (SLR). The main objectives are: first, to identify the characteristics of the …
literature review (SLR). The main objectives are: first, to identify the characteristics of the …
A personalized recommendation framework based on MOOC system integrating deep learning and big data
B Li, G Li, J Xu, X Li, X Liu, M Wang, J Lv - Computers and Electrical …, 2023 - Elsevier
Finding the courses that users are interested in quickly in the massive data can make a very
important contribution to the accurate dissemination of knowledge. In this paper, we …
important contribution to the accurate dissemination of knowledge. In this paper, we …
Factors affecting MOOC usage by students in selected Ghanaian universities
There has been widespread criticism about the rates of participation of students enrolled on
MOOCs (Massive Open Online Courses), more importantly, the percentage of students who …
MOOCs (Massive Open Online Courses), more importantly, the percentage of students who …
Case study as a research method for analyzing MOOCs: Presence and characteristics of those case studies in the main scientific databases
Educational research is one of the many fields of knowledge that frequently use case studies
as a research method, particularly when applying an interpretive approach. Based on …
as a research method, particularly when applying an interpretive approach. Based on …
A survival analysis based volatility and sparsity modeling network for student dropout prediction
Student Dropout Prediction (SDP) is pivotal in mitigating withdrawals in Massive Open
Online Courses. Previous studies generally modeled the SDP problem as a binary …
Online Courses. Previous studies generally modeled the SDP problem as a binary …
A time‐driven FCA‐based approach for identifying students' dropout in MOOCs
In online learning, the dropout phenomenon is a relevant issue to address with practical
solutions. Several data sets stimulate original, and resolutive data analysis approaches …
solutions. Several data sets stimulate original, and resolutive data analysis approaches …
Factors affecting use of massive open online courses by Ghanaian students
The study examined how the perceived level of students' knowledge on Massive Open
Online Courses (MOOCs) influence its use. The study utilizes the use of Innovation Diffusion …
Online Courses (MOOCs) influence its use. The study utilizes the use of Innovation Diffusion …
Exploring behavioural differences between certificate achievers and explorers in MOOCs
There are new discoveries in the field of educational technologies in the 21st century, which
we can also call the age of technology. Learning Analytics (LA) has given itself an important …
we can also call the age of technology. Learning Analytics (LA) has given itself an important …