Learning analytics is the measurement, collection, analysis and reporting of data about learners and their contexts, for purposes of understanding and...

descriptive analytics, diagnostic analytics, predictive analytics, prescriptive analytics, and cognitive analytics. Analytics may apply to a variety of fields...

Predictive analytics, or predictive AI, encompasses a variety of statistical techniques from data mining, predictive modeling, and machine learning that analyze...

designed to identify training and learning gaps, using analytical data and reporting. LMSs are focused on online learning delivery but support a range of...

Dragan Gašević is Professor of Learning Analytics at Monash University. He is a researcher in learning analytics and co-developed several software systems...

predictive analytics. Statistics and mathematical optimisation (mathematical programming) methods comprise the foundations of machine learning. Data mining...

Renaissance Learning, Inc. (also known simply as Renaissance) is a software as a service and learning analytics company that makes Pre-K–12 educational...

possible by education technology is Analytics. Analytics is data gathered on the student's activities on the learning platform, drawn into meaningful patterns...

University of Pennsylvania, and also directs the Penn Center for Learning Analytics. He is known for his role in establishing the educational data mining...

Google Analytics is a web analytics service offered by Google that tracks and reports website traffic and also mobile app traffic and events, currently...

Proponents of Learning Engineering posit that data analytics will contribute to higher success rates and lower drop-out rates. Learning Engineering can...

students at The Open University." Learning Analytics Review (2015): 1–16. Siemens, George, et al. Open Learning Analytics: an integrated & modularized platform...

Data-Informed, Personalized Learning Support Actions". Journal of Learning Analytics. 5 (3). Society for Learning Analytics Research: 235–249. doi:10.18608/jla...

institutions of higher learning. Academic Analytics in the EDUCAUSE Resource Library Arnold, K. E. (2010). Signals: Applying Academic Analytics. Educause Quarterly...

Augmented Analytics is an approach of data analytics that employs the use of machine learning and natural language processing to automate analysis processes...

tools for learning analytics and educational data mining; ontologies for learning systems; standards and web services that support learning; authoring...

a conservative view about learning analytics. Learning analytics helps obtain real time data for higher education learning processes but, at the same...

Distinguished Achievement Professor of Learning Science in 2016. He has also been the Obel Foundation Professor of Learning Analytics at Aalborg University in Copenhagen...

Baker Educational data mining Dragan Gasevic Arthur C. Graesser Learning analytics Learning sciences "George Siemens". University of Texas at Arlington....

foundation for predictive learning dates back to the 17th century, where British insurance company Lloyd's used predictive analytics to make a profit. Starting...

management, advanced analytics, multivariate analysis, business intelligence, criminal investigation, and predictive analytics. SAS' analytical software is built...

students to have an active role in the learning analytics process. When creating policy that guides learning analytics, CPOs must take into account the culture...

description, while business analytics focusses on prediction and prescription. Business analytics makes extensive use of analytical modeling and numerical...

engagement in online learning using learning analytics methods. Student athletes create one of the dominant groups in most learning environments in the...

analytics and AI workloads. The company similarly develops Delta Lake, an open-source project to bring reliability to data lakes for machine learning...

of learning investigated by researchers in educational psychology and the learning sciences. The field is closely tied to that of learning analytics, and...

teacher needs for real-time analytics in blended classrooms. In Proceedings of the Seventh International Learning Analytics & Knowledge Conference (pp...

intellect. Duval served on the executive committee of the Society for Learning Analytics Research (SoLAR), as a fellow of the AACE, as a member of ACM, and...

computational statistics, and analytics classes at various institutions. Dinov, Ivo (2018). Data Science and Predictive Analytics: Biomedical and Health Applications...

workload. Learning analytics platforms can find students who might have trouble sooner. They do this by looking for patterns connected to learning issues...