Educational data mining and learning analytics for 21st century higher education: A review and synthesis
The potential influence of data mining analytics on the students' learning processes and
outcomes has been realized in higher education. Hence, a comprehensive review of …
outcomes has been realized in higher education. Hence, a comprehensive review of …
Educational data mining: a review of the state of the art
Educational data mining (EDM) is an emerging interdisciplinary research area that deals
with the development of methods to explore data originating in an educational context. EDM …
with the development of methods to explore data originating in an educational context. EDM …
Machine learning based approach to exam cheating detection
The COVID-19 pandemic has impelled the majority of schools and universities around the
world to switch to remote teaching. One of the greatest challenges in online education is …
world to switch to remote teaching. One of the greatest challenges in online education is …
Analysis and predictions on students' behavior using decision trees in Weka environment
VP Bresfelean - 2007 29th International Conference on …, 2007 - ieeexplore.ieee.org
Decision trees classifiers are simple and prompt data classifiers as supervised learning
means with the potential of generating comprehensible output, usually used in data mining …
means with the potential of generating comprehensible output, usually used in data mining …
Educational data mining: A review
Data mining in the field of education plays a vital role. The main objective of this analysis is
to understand how researchers have done data mining in the past and the current data …
to understand how researchers have done data mining in the past and the current data …
Advances in contextual action recognition: automatic cheating detection using machine learning techniques
Teaching and exam proctoring represent key pillars of the education system. Human
proctoring, which involves visually monitoring examinees throughout exams, is an important …
proctoring, which involves visually monitoring examinees throughout exams, is an important …
Biometrics in online assessments: A study case in high school students
JA Hernández, AO Ortiz, J Andaverde… - 18th International …, 2008 - ieeexplore.ieee.org
This paper describes the use of a prototype online assessment system with biometric
recognition capabilities applied to evaluate basic knowledge in a High School. The …
recognition capabilities applied to evaluate basic knowledge in a High School. The …
Keystroke dynamics: a behavioral biometric model for user authentication in online exams
Online learning has entirely transformed the way of learning by the students. Online tests
and quizzes play an important role in online learning, which provides accurate results to the …
and quizzes play an important role in online learning, which provides accurate results to the …
Digital warfare: Machine learning and contract cheating
JJ Carmichael, M Weiss - ISPIM Conference Proceedings, 2019 - search.proquest.com
Contract cheating services are lucrative global enterprises where student assignments are
bought and sold. This form of academic misconduct is one of the hardest to detect because …
bought and sold. This form of academic misconduct is one of the hardest to detect because …
Mejorando la evaluación de juegos serios mediante el uso de analíticas de aprendizaje
Á Serrano Laguna - 2018 - docta.ucm.es
Me senté frente a Pablo sin saber muy bien qué esperar. Durante el último año había sido
mi profesor de LPS ya partir de aquel día iba a empezar a trabajar en su grupo de …
mi profesor de LPS ya partir de aquel día iba a empezar a trabajar en su grupo de …