Keyword

educational analytics

Description: Educational analytics is the use of data analysis and computational tools to understand, monitor, and improve learning and educational processes.

Primary topic: Online Learning and Analytics (43%)

OpenAlex ID: keywords/educational-analytics

Penetrating the Fog: Analytics in Learning and Education.

2011 · George Siemens, Phil Long · Adelaide Research & Scholarship (AR&S) (University of Adelaide) · 1,758

Challenges and Future Directions of Big Data and Artificial Intelligence in Education

2020 · Hui Luan, Peter Geczy, et al. · Frontiers in Psychology · 662

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Academic Analytics: A New Tool for a New Era.

2007 · John P. Campbell, Peter B. DeBlois, et al. · Educational Review · 538

Analytics in Higher Education: Establishing a Common Language

2012 · Angela van Barneveld, Kimberly E. Arnold, et al. · 311

Governing software: networks, databases and algorithmic power in the digital governance of public education

2014 · Ben Williamson · Learning Media and Technology · 167

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Artificial Intelligence and Machine Learning Approaches in Digital Education: A Systematic Revision

2022 · Hussan Munir, Bahtijar Vogel, et al. · Information · 165

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The Manifesto for Teaching Online

2020 · Siân Bayne, Peter Evans, et al. · The MIT Press eBooks · 159

Precision Medical Education

2023 · Marc M Triola, Jesse Burk-Rafel · Academic Medicine · 107

Toward Predicting Student’s Academic Performance Using Artificial Neural Networks (ANNs)

2022 · Yahia Baashar, Gamal Alkawsi, et al. · Applied Sciences · 92

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Utilizing student activity patterns to predict performance

2017 · Kevin Casey, David Azcona · International Journal of Educational Technology in Higher Education · 88

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Digital Transformation of Higher Education: Competing on Analytics

2018 · Laslo Seres, Veselin Pavlicevic, et al. · INTED proceedings · 80

Dropout prediction in Moocs using deep learning and machine learning

2022 · Ram B. Basnet, Clayton Johnson, et al. · Education and Information Technologies · 71

Text Mining in Education—A Bibliometrics-Based Systematic Review

2022 · Alireza Ahadi, Abhay Singh, et al. · Education Sciences · 71

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How Teacher Characteristics Relate to How Teachers Use Dashboards: Results From Two Case Studies in K-12

2021 · Anouschka van Leeuwen, Carolien A. N. Knoop-van Campen, et al. · Journal of Learning Analytics · 67

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Exploring the potential of natural language processing to support microgenetic analysis of collaborative learning discussions

2019 · Florence R. Sullivan, P. Kevin Keith · British Journal of Educational Technology · 65

Catalyzing Learner Engagement using Cutting-Edge Classroom Response Systems in Higher Education

2013 · Julie Schell, Brian Lukoff, et al. · Cutting-edge technologies in higher education · 60

A comparative analysis of the skilled use of automated feedback tools through the lens of teacher feedback literacy

2023 · Simon Buckingham Shum, Lisa-Angelique Lim, et al. · International Journal of Educational Technology in Higher Education · 57

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Engineering Applications of Artificial Intelligence

2024 · Ajanthaa Lakkshmanan, R. Seranmadevi, et al. · Advances in medical technologies and clinical practice book series · 56

Early Detection of At-Risk Students Using Machine Learning Based on LMS Log Data

2017 · Nobuhiko Kondo, Midori Okubo, et al. · IIAI International Congress on Advanced Applied Informatics (IIAI-AAI) · 56

Educational Technology

2019 · Vincent Wiegel · Productivity Press eBooks · 54

Using Opinion Mining as an educational analytic: An integrated strategy for the analysis of students’ feedback

2021 · Michelangelo Misuraca, Germana Scepi, et al. · Studies In Educational Evaluation · 48

Technology Enhanced Analytics (TEA) in Higher Education.

2013 · Ben Kei Daniel, Russell Butson · International Association for Development of the Information Society · 47

Applications of Artificial Intelligence Models in Educational Analytics and Decision Making: A Systematic Review

2023 · Joyce de Souza Zanirato Maia, Ana Paula Arantes Bueno, et al. · World · 45

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Big Data Platform for Educational Analytics

2021 · Amr A. Munshi, Ahmad Alhindi · IEEE Access · 45

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Analysis of data mining techniques applied to LMS for personalized education

2017 · W. Villegas-Ch, S. Lujan-Mora · IEEE World Engineering Education Conference (EDUNINE) · 45

Works count: 1,360

Citation count: 6,675