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Predicting academic performance: a systematic literature review
The ability to predict student performance in a course or program creates opportunities to
improve educational outcomes. With effective performance prediction approaches …
improve educational outcomes. With effective performance prediction approaches …
Education analytics: Challenges and approaches
L Zhang, KF Li - 2018 32nd international conference on …, 2018 - ieeexplore.ieee.org
We present a survey on the current status of education analytics. Over 80 state-of-the-art
research projects and reports, published from 2013 to 2017 and archived in IEEE Xplore …
research projects and reports, published from 2013 to 2017 and archived in IEEE Xplore …
Data-Driven Approach towards a Personalized Curriculum.
Course selection can be a daunting task, especially for first year students. Sub-optimal
selection can lead to bad performance of students and increase the dropout rate. Given the …
selection can lead to bad performance of students and increase the dropout rate. Given the …
Self-paced graph memory for learner GPA prediction and it's application in learner multiple evaluation
A scientific and rational evaluation of teaching is essential for personalized learning. In the
current teaching assessment model that solely relies on Grade Point Average (GPA) …
current teaching assessment model that solely relies on Grade Point Average (GPA) …
Prediction of graduation delay based on student performance
T Ojha, GL Heileman… - … Joint Conference on …, 2017 - ieeexplore.ieee.org
Numerous factors may impact a student's ability to succeed and ultimately graduate,
including pre-university preparation, as well as the student support services provided by a …
including pre-university preparation, as well as the student support services provided by a …
The impact of course enrollment sequences on student success
Many universities are working to improve their graduation rates. The factors that correlate to
student success and hence graduation rates are many, varying from pre-institutional factors …
student success and hence graduation rates are many, varying from pre-institutional factors …