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Text mining in education
The explosive growth of online education environments is generating a massive volume of
data, specially in text format from forums, chats, social networks, assessments, essays …
data, specially in text format from forums, chats, social networks, assessments, essays …
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 …
Examining the relationship between peer feedback classified by deep learning and online learning burnout
Students are prone to experiencing learning burnout while engaged in online learning due
to the lack of interaction. However, peer feedback can play an important role in alleviating …
to the lack of interaction. However, peer feedback can play an important role in alleviating …
Continuance intention to use MOOCs: Integrating the technology acceptance model (TAM) and task technology fit (TTF) model
B Wu, X Chen - Computers in human behavior, 2017 - Elsevier
The purpose of this study is to propose a unified model integrating the technology
acceptance model (TAM), task fit technology (TTF) model, MOOCs features and social …
acceptance model (TAM), task fit technology (TTF) model, MOOCs features and social …
Interactivity in online discussions and learning outcomes
The increased use of online discussions in learning environments both formal and informal,
positions the construct of interactivity as central to learning. Interactivity in learning …
positions the construct of interactivity as central to learning. Interactivity in learning …
[PDF][PDF] Sentiment Analysis in MOOC Discussion Forums: What does it tell us?
Sentiment analysis is one of the great accomplishments of the last decade in the field of
Language Technologies. In this paper, we explore mining collective sentiment from forum …
Language Technologies. In this paper, we explore mining collective sentiment from forum …
Temporal predication of dropouts in MOOCs: Reaching the low hanging fruit through stacking generalization
Massive open online courses (MOOCs) have recently taken center stage in discussions
surrounding online education, both in terms of their potential as well as their high dropout …
surrounding online education, both in terms of their potential as well as their high dropout …
Learner support in MOOCs: Identifying variables linked to completion
This study investigated learner support strategies that enable the success and completion of
Massive Open Online Courses (MOOCs). It examined five MOOCs categorised into three …
Massive Open Online Courses (MOOCs). It examined five MOOCs categorised into three …
Digging deeper into learners' experiences in MOOC s: Participation in social networks outside of MOOC s, notetaking and contexts surrounding content consumption
G Veletsianos, A Collier… - British Journal of …, 2015 - Wiley Online Library
Researchers describe with increasing confidence what they observe participants doing in
massive open online courses (MOOC s). However, our understanding of learner activities in …
massive open online courses (MOOC s). However, our understanding of learner activities in …
Visualizing patterns of student engagement and performance in MOOCs
In the last five years, the world has seen a remarkable level of interest in Massive Open
Online Courses, or MOOCs. A consistent message from universities participating in MOOC …
Online Courses, or MOOCs. A consistent message from universities participating in MOOC …