Learning Analytics Publications

Publications in Learning Analytics

Explore the most influential research papers and scholarly works that have shaped Learning Analytics. Use the concept filter below to focus on a specific sub-area of research.

Learning Analytics

71.8K

Publications

3.7M

Citations

Showing yearly statistics from 2000-2026.

Page 1

	Year	Citations
Proceedings of the 24th international conference on Machine learning Artificial IntelligenceEngineeringMachine LearningMachine Learning ToolAlgorithmic Learning	2007	11.7K
Computational thinking Jeannette M. Wing Communications of the ACM Stem EducationEngineeringApplicable AttitudeEducational InformaticsDesign	2006	6.8K
Interactive-engagement versus traditional methods: A six-thousand-student survey of mechanics test data for introductory physics courses Richard R. Hake American Journal of Physics Standard DeviationsInquiry-based LearningSix-thousand-student SurveyIe StrategiesEducational Psychology	1998	5.8K
Blended learning: Uncovering its transformative potential in higher education D. Randy Garrison, Heather Kanuka The Internet and Higher Education EducationLearning AnalyticsOnline EducationOnline Course DevelopmentHigher Education	2004	4.4K
Systematic review of research on artificial intelligence applications in higher education – where are the educators? Olaf Zawacki‐Richter, Victoria I. Marín, Melissa Bond, International Journal of Educational Technology in Higher Education Artificial IntelligenceEngineeringEducational InformaticsAied ApplicationsEducation	2019	4.3K
Federated Learning: Challenges, Methods, and Future Directions IEEE Signal Processing Magazine Artificial IntelligenceEngineeringMachine LearningFederated StructureRemote Devices	2020	4.3K
A theory of the learnable Leslie G. Valiant Artificial IntelligenceLearning ProblemCognitive ScienceEngineeringKnowledge Acquisition	1984	4.2K
A study of the behavior of several methods for balancing machine learning training data Gustavo E. A. P. A. Batista, Ronaldo C. Prati, Maria Carolina Monard ACM SIGKDD Explorations Newsletter Artificial IntelligenceEngineeringMachine LearningClass Imbalance ProblemText Mining	2004	4K
The MovieLens Datasets F. Maxwell Harper, Joseph A. Konstan ACM Transactions on Interactive Intelligent Systems EngineeringMachine LearningCollaborative Information RetrievalIntelligent Information RetrievalLive Research Platform	2015	3.7K
Learning without Forgetting Zhizhong Li, Derek Hoiem IEEE Transactions on Pattern Analysis and Machine Intelligence Artificial IntelligenceConvolutional Neural NetworkEngineeringMachine LearningEducation	2017	3.6K
Self-Regulated Learning and Academic Achievement: An Overview Barry J. Zimmerman Educational Psychologist Student MotivationKey ProcessesStudent LearningAcademic LearningLearning Sciences	1990	3.5K
Bootstrap your own latent: A new approach to self-supervised Learning Jean-Bastien Grill, Florian Strub, Florent Altché, arXiv (Cornell University) Artificial IntelligenceFew-shot LearningConvolutional Neural NetworkEngineeringMachine Learning	2020	3.4K

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