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From the learner's perspective: A systematic review of MOOC learner experiences (2008–2021)
RL Moore, SJ Blackmon - Computers & Education, 2022 - Elsevier
We report the results of a systematic review of learners' experiences and perspectives in
massive open online courses (MOOCs). This systematic review includes 51 articles …
massive open online courses (MOOCs). This systematic review includes 51 articles …
[HTML][HTML] Assessment of cognitive, behavioral, and affective learning outcomes in massive open online courses: A systematic literature review
This systematic review on massive open online courses (MOOCs) in higher education
examined the research on the assessment of learning outcomes based on 65 peer-reviewed …
examined the research on the assessment of learning outcomes based on 65 peer-reviewed …
Improving the measurement of self-regulated learning using multi-channel data
In recent years, unobtrusive measures of self-regulated learning (SRL) processes based on
log data recorded by digital learning environments have attracted increasing attention …
log data recorded by digital learning environments have attracted increasing attention …
On the use of soft computing methods in educational data mining and learning analytics research: A review of years 2010–2018
The aim of this paper is to survey recent research publications that use Soft Computing
methods to answer education-related problems based on the analysis of educational data …
methods to answer education-related problems based on the analysis of educational data …
Predicting student performance in a blended MOOC
Predicting student performance is a major tool in learning analytics. This study aims to
identify how different measures of massive open online course (MOOC) data can be used to …
identify how different measures of massive open online course (MOOC) data can be used to …
Knowledge discovery for course choice decision in Massive Open Online Courses using machine learning approaches
Abstract Massive Open Online Courses (MOOCs) provide learners with high-quality and
flexible online courses with no limitations regarding time and location. Detecting users' …
flexible online courses with no limitations regarding time and location. Detecting users' …
Trace-SRL: A framework for analysis of microlevel processes of self-regulated learning from trace data
The recent focus on learning analytics (LA) to analyze temporal dimensions of learning
holds the promise of providing insights into latent constructs, such as learning strategy, self …
holds the promise of providing insights into latent constructs, such as learning strategy, self …
An empirical investigation of the antecedents of learner-centered outcome measures in MOOCs
This research revealed the antecedes of two learner-centered outcome measures of
success in massive open online courses (MOOCs): learner satisfaction and learner intention …
success in massive open online courses (MOOCs): learner satisfaction and learner intention …
The importance and meaning of session behaviour in a MOOC
One of the main challenges for online learners is knowing how to effectively manage their
time. Highly autonomous settings, such as Massive Open Online Courses (MOOCs), put …
time. Highly autonomous settings, such as Massive Open Online Courses (MOOCs), put …
Educational data mining: a systematic review of research and emerging trends
Purpose Educational data mining (EDM) and learning analytics, which are highly related
subjects but have different definitions and focuses, have enabled instructors to obtain a …
subjects but have different definitions and focuses, have enabled instructors to obtain a …