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Introductory programming: a systematic literature review
As computing becomes a mainstream discipline embedded in the school curriculum and
acts as an enabler for an increasing range of academic disciplines in higher education, the …
acts as an enabler for an increasing range of academic disciplines in higher education, the …
Towards a partnership of teachers and intelligent learning technology: A systematic literature review of model‐based learning analytics
Background With increased use of artificial intelligence in the classroom, there is now a
need to better understand the complementarity of intelligent learning technology and …
need to better understand the complementarity of intelligent learning technology and …
Learning analytics to support self-regulated learning in asynchronous online courses: A case study at a women's university in South Korea
With the recognition of the importance of self-regulated learning (SRL) in asynchronous
online courses, recent research has explored how SRL strategies impact student learning in …
online courses, recent research has explored how SRL strategies impact student learning in …
Detecting students-at-risk in computer programming classes with learning analytics from students' digital footprints
Different sources of data about students, ranging from static demographics to dynamic
behavior logs, can be harnessed from a variety sources at Higher Education Institutions …
behavior logs, can be harnessed from a variety sources at Higher Education Institutions …
The benefits and caveats of using clickstream data to understand student self-regulatory behaviors: opening the black box of learning processes
Student clickstream data—time-stamped records of click events in online courses—can
provide fine-grained information about student learning. Such data enable researchers and …
provide fine-grained information about student learning. Such data enable researchers and …
Response of learning analytics to the online education challenges during pandemic: Opportunities and key examples in higher education
Emerging technological advancements can play an essential role in overcoming challenges
caused by the COVID-19 pandemic. As a promising educational technology field, Learning …
caused by the COVID-19 pandemic. As a promising educational technology field, Learning …
Collaborative game-based environment and assessment tool for learning computational thinking in primary school: a case study
Computational thinking (CT) can be considered a 21st century core skill and, accordingly, it
should be taught to students at an early age. Nevertheless, the implementation of CT in …
should be taught to students at an early age. Nevertheless, the implementation of CT in …
Where is the learning in learning analytics? A systematic literature review on the operationalization of learning-related constructs in the evaluation of learning analytics …
J Knobbout, E Van Der Stappen - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Learning technologies enable interventions in the learning process aiming to improve
learning. Learning analytics provides such interventions based on analysis of learner data …
learning. Learning analytics provides such interventions based on analysis of learner data …
What is your biggest pain point? an investigation of cs instructor obstacles, workarounds, and desires
Computer science instructors have one of the most crucial roles in training and making
educational materials. However, they face many challenges everyday that make it difficult to …
educational materials. However, they face many challenges everyday that make it difficult to …
Defining tinkering behavior in open-ended block-based programming assignments
Tinkering has been shown to have a positive influence on students in open-ended making
activities. Open-ended programming assignments in block-based programming resemble …
activities. Open-ended programming assignments in block-based programming resemble …