Mining big data in education: Affordances and challenges
The emergence of big data in educational contexts has led to new data-driven approaches
to support informed decision making and efforts to improve educational effectiveness. Digital …
to support informed decision making and efforts to improve educational effectiveness. Digital …
The use and application of learning theory in learning analytics: A sco** review
Since its inception in 2011, Learning Analytics has matured and expanded in terms of reach
(eg, primary and K-12 education) and in having access to a greater variety, volume and …
(eg, primary and K-12 education) and in having access to a greater variety, volume and …
Stupid tutoring systems, intelligent humans
The initial vision for intelligent tutoring systems involved powerful, multi-faceted systems that
would leverage rich models of students and pedagogies to create complex learning …
would leverage rich models of students and pedagogies to create complex learning …
Social presence in online discussions as a process predictor of academic performance
With the steady development of online education and online learning environments,
possibilities to support social interactions between students have advanced significantly …
possibilities to support social interactions between students have advanced significantly …
[PDF][PDF] The journey of learning analytics
It has been almost a decade since the emergence of learning analytics, a bricolage field of
research and practice that focuses on understanding and optimising learning and learning …
research and practice that focuses on understanding and optimising learning and learning …
A systematic map** review on MOOC recommender systems
Online learning environments (OLE) including learning management systems (LMS) and
massive open online courses (MOOCs) are gaining popularity as the best modern alternate …
massive open online courses (MOOCs) are gaining popularity as the best modern alternate …
Investigating learners' behaviors and discourse content in MOOC course reviews
X Peng, Q Xu - Computers & Education, 2020 - Elsevier
In MOOCs, course reviews serve as a new interactive tool that has not yet been sufficiently
exploited. Therefore, this study investigated learners' explicit behaviors and implicit …
exploited. Therefore, this study investigated learners' explicit behaviors and implicit …
Towards automated content analysis of discussion transcripts: A cognitive presence case
In this paper, we present the results of an exploratory study that examined the problem of
automating content analysis of student online discussion transcripts. We looked at the …
automating content analysis of student online discussion transcripts. We looked at the …
Understand students' self-reflections through learning analytics
Reflective writing has been widely recognized as one of the most effective activities for
fostering students' reflective and critical thinking. The analysis of students' reflective writings …
fostering students' reflective and critical thinking. The analysis of students' reflective writings …
Roles of course facilitators, learners, and technology in the flow of information of a cMOOC
Distributed Massive Open Online Courses (MOOCs) are based on the premise that online
learning occurs through a network of interconnected learners. The teachers' role in …
learning occurs through a network of interconnected learners. The teachers' role in …