Educational data mining and learning analytics: An updated survey
This survey is an updated and improved version of the previous one published in 2013 in
this journal with the title “data mining in education”. It reviews in a comprehensible and very …
this journal with the title “data mining in education”. It reviews in a comprehensible and very …
Big data application and its impact on education
S Khan, S Alqahtani - … of Emerging Technologies in Learning (iJET), 2020 - learntechlib.org
Big data is employed in widely different fields; we here study how education uses big data.
We review the literature of the research about big data in education in the time interval from …
We review the literature of the research about big data in education in the time interval from …
Predicting success in United States Air Force pilot training using machine learning techniques
The chronic pilot shortage that has plagued the United States Air Force over the past three
years poses a national-level problem that senior military members are working to overcome …
years poses a national-level problem that senior military members are working to overcome …
Adaptation and evaluation of a learning analytics dashboard to improve academic support at three Latin American universities
Despite the success of academic advising dashboards in several higher educational
institutions (HEI), these dashboards are still under‐explored in Latin American HEI's. To …
institutions (HEI), these dashboards are still under‐explored in Latin American HEI's. To …
Predicting academic achievement with machine learning algorithms
M Yıldız, C Börekci - Journal of educational technology and online …, 2020 - dergipark.org.tr
Education systems produce a large number of valuable data for all stakeholders. The
processing of these educational data and making studies on the future of education based …
processing of these educational data and making studies on the future of education based …
Learning Analytics-Based Formative Assessment Recommendations for Technology-Enhanced Learning Practices
R Andriamiseza - 2022 - theses.hal.science
Formative assessment is a useful teaching method for improving learning and teaching.
Providing teachers and learners with feedback designed to help them reach the learning …
Providing teachers and learners with feedback designed to help them reach the learning …
Visualization Research of Big Data in Higher Education Based on the Web of Science
L She, L Lai - 2022 3rd International Conference on Electronics …, 2022 - ieeexplore.ieee.org
With the rapid development of information technology such as artificial intelligence and
cloud computing, big data of higher education has received a lot of attention. This article …
cloud computing, big data of higher education has received a lot of attention. This article …
[PDF][PDF] From Collecting, Integrating, and Visualizing Student Data to Predicting Student Dropout and Performance
A Askinadze - d-nb.info
Advancing digitization is leading to more and more data, making the storage, integration,
and processing of these large amounts of data (often referred to as big data) a challenge. As …
and processing of these large amounts of data (often referred to as big data) a challenge. As …