Integrated Model for Asynchronous Learning and Predictive Analytics for Enhanced Learner Experience

A Dhamija, D Dhamija - Emergent Practices of Learning Analytics in …, 2024 - igi-global.com
Organizations of every size and industry are embracing data analytics to extract insightful
information from the data with the goal of enhancing decision-making, boosting productivity …

Implementation of a learning analytics system in a productive higher education environment

C Schumacher, D Klasen, D Ifenthaler - Emerging trends in learning …, 2019 - brill.com
Learning in higher education is increasingly supported through online learning
environments allowing to track, analyze, and support learner behavior. A recent push toward …

Enhancing Online Undergraduate Education through Predictive Analytics: Navigating Opportunities and Challenges

K Rice, A Hung - Society for Information Technology & Teacher …, 2024 - learntechlib.org
This round table discussion will emphasize the role of learning analytics in predicting
student performance patterns and identifying at-risk behaviors in online courses. By …

[图书][B] Machine learning paradigms: advances in learning analytics

M Virvou, E Alepis, GA Tsihrintzis, LC Jain - 2020 - Springer
Recent major advances in Information Technologies are leading to an entirely new era in
the educational process, which is characterized by the development of more engaging and …

Using predictive analytics in teaching and advising: Promising practices and practical considerations

C Klein, J Lester, H Rangwala… - Innovations in Teaching & …, 2016 - journals.gmu.edu
Higher education institutions are facing increasing pressure to provide evidence of student
learning; teaching pedagogical best practices are moving to an increasingly individualized …

Predictive analytics: Another vision of the learning process

D Bañeres, M Serra - Software Data Engineering for Network eLearning …, 2018 - Springer
Teachers are always in need of new tools to support the learning process. Learning
analytics has emerged as a solution to provide feedback about the learning progress of …

The construction and validation of an instructor learning analytics implementation model to support at-risk students

H McKee - 2016 - search.proquest.com
With the widespread use of learning analytics tools, there is a need to explore how these
technologies can be used to enhance teaching and learning. Little research has been …

[HTML][HTML] Special Section on Learning Analytics for Primary and Secondary Schools-Call for Papers

V Kovanović, C Mazziotti, J Lodge - 2020 - learning-analytics.info
Over the past decade, there has been substantial growth in the adoption of learning
analytics and data-driven techniques for improving teaching and learning. Learning …

[HTML][HTML] Learning Analytics–Trends and Challenges

A Klašnja-Milićević, M Ivanović, B Vesin… - Frontiers in Artificial …, 2022 - frontiersin.org
Learning analytics aims to collect and analyse data from students and learning
environments to support learning on different levels. Although learning analytics is a …

[图书][B] Online learning analytics

J Liebowitz - 2021 - books.google.com
" In our increasingly digitally enabled education world, analytics used ethically, strategically,
and with care holds the potential to help more and more diverse students be more …