What do linguistic expressions tell us about learners' confusion? a domain-independent analysis in moocs
The substantial growth of online learning, and in particular, through massively open online
courses (MOOCs), supports research into nontraditional learning contexts. Learners' …
courses (MOOCs), supports research into nontraditional learning contexts. Learners' …
An identification of learners' confusion through language and discourse analysis
The substantial growth of online learning, in particular, Massively Open Online Courses
(MOOCs), supports research into the development of better models for effective learning …
(MOOCs), supports research into the development of better models for effective learning …
BERT and prerequisite based ontology for predicting learner's confusion in MOOCs discussion forums
A Chanaa, NE El Faddouli - … Conference, AIED 2020, Ifrane, Morocco, July …, 2020 - Springer
Abstract The use of Massive Open Online Courses (MOOCs) is rapidly increasing due to the
convenience and ease that provide to learners. However, MOOCs suffer from high drop out …
convenience and ease that provide to learners. However, MOOCs suffer from high drop out …
Learner Affect through the Looking Glass: Characterization and Detection of Confusion in Online Courses.
Characterizing the nature of students' affective and emotional states and detecting them is of
fundamental importance in online course platforms. In this paper, we study this problem by …
fundamental importance in online course platforms. In this paper, we study this problem by …
Exploring the effect of confusion in discussion forums of massive open online courses
Thousands of students enroll in Massive Open Online Courses~(MOOCs) to seek
opportunities for learning and self-improvement. However, the learning process often …
opportunities for learning and self-improvement. However, the learning process often …
Temporal changes in affiliation and emotion in MOOC discussion forum discourse
Studies have shown discourse constructs of affiliation and emotion to be critical factors
influencing learning performance and outcomes in both traditional environments and …
influencing learning performance and outcomes in both traditional environments and …
MOOCSent: a sentiment predictor for massive open online courses
One key type of Massive Open Online Course (MOOC) data is the learners' social interaction
(forum). While several studies have analysed MOOC forums to predict learning outcomes …
(forum). While several studies have analysed MOOC forums to predict learning outcomes …
A Bayesian CNN-LSTM model for sentiment analysis in massive open online courses MOOCs
Abstract Massive Open Online Courses (MOOCs) are increasingly used by learn-ers to
acquire knowledge and develop new skills. MOOCs provide a trove of data that can be …
acquire knowledge and develop new skills. MOOCs provide a trove of data that can be …
Sentiment Analysis of MOOC learner reviews: What motivates learners to complete a course?
J Knöös, SA Rääf - 2021 - diva-portal.org
In the last decade, development of Information and Communication Technology (ICT) that
supports online learning has increased the demand for e-learning and Massive Open Online …
supports online learning has increased the demand for e-learning and Massive Open Online …
New methods for confusion detection in course forums: student, teacher, and machine
This article provides computational and rule-based approaches for detecting confusion that
is expressed in students' comments in couse forums. To obtain reliable, ground truth data …
is expressed in students' comments in couse forums. To obtain reliable, ground truth data …