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Review on publicly available datasets for educational data mining
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What this work says
Outgoing claims: the papers this work cites, builds on, or argues with.
inferredcites →https://doi.org/10.1002/widm.1187openalex-snapshot
Educational data science in massive open online courses
inferredcites →https://doi.org/10.1002/widm.1355openalex-snapshot
Educational data mining and learning analytics: An updated survey
inferredcites →https://doi.org/10.1007/978-3-030-52240-7_13openalex-snapshot
EdNet: A Large-Scale Hierarchical Dataset in Education
inferredcites →https://doi.org/10.1007/978-3-319-24258-3_26openalex-snapshot
A Learning Analytics Approach to Correlate the Academic Achievements of Students with Interaction Data from an Educational Simulator
inferredcites →https://doi.org/10.1007/978-3-319-45153-4_89openalex-snapshot
Learning Analytics for a Puzzle Game to Discover the Puzzle-Solving Tactics of Players
inferredcites →https://doi.org/10.1007/978-3-319-51394-2_2openalex-snapshot
StudentLife: Using Smartphones to Assess Mental Health and Academic Performance of College Students
inferredcites →https://doi.org/10.1007/s11192-018-2958-5openalex-snapshot
Google Scholar to overshadow them all? Comparing the sizes of 12 academic search engines and bibliographic databases
inferredcites →https://doi.org/10.1016/j.compedu.2016.04.008openalex-snapshot
Detecting and preventing “multiple-account” cheating in massive open online courses
inferredcites →https://doi.org/10.1016/j.compedu.2018.03.018openalex-snapshot
Visual learning analytics of educational data: A systematic literature review and research agenda
inferredcites →https://doi.org/10.1016/j.dib.2018.02.025openalex-snapshot
Learning analytics: Dataset for empirical evaluation of entry requirements into engineering undergraduate programs in a Nigerian university
inferredcites →https://doi.org/10.1016/j.dib.2019.104915openalex-snapshot
Data set on the effectiveness of flip teaching on engineering students' performance in the physics lab compared to Traditional Methodology
inferredcites →https://doi.org/10.1016/j.dib.2019.105090openalex-snapshot
WET: Word embedding-topic distribution vectors for MOOC video lectures dataset
inferredcites →https://doi.org/10.1016/j.dib.2020.105537openalex-snapshot
Dataset of academic performance evolution for engineering students
inferredcites →https://doi.org/10.1016/j.eswa.2006.04.005openalex-snapshot
Educational data mining: A survey from 1995 to 2005
inferredcites →https://doi.org/10.1016/j.heliyon.2019.e03144openalex-snapshot
Teachers’ burnout: A SEM analysis in an Asian context
inferredcites →https://doi.org/10.1016/j.knosys.2012.08.009openalex-snapshot
The development of intuitive knowledge classifier and the modeling of domain dependent data
inferredcites →https://doi.org/10.1038/sdata.2017.171openalex-snapshot
Open University Learning Analytics dataset
inferredcites →https://doi.org/10.1109/icalt.2019.00048openalex-snapshot
Towards Open Data in Digital Education Platforms
inferredcites →https://doi.org/10.1109/tsmcc.2010.2053532openalex-snapshot
Educational Data Mining: A Review of the State of the Art
inferredcites →https://doi.org/10.1111/bjet.12312openalex-snapshot
Massively Open Online Course for Educators ( MOOC ‐ E d) network dataset
inferredcites →https://doi.org/10.1145/2522848.2533790openalex-snapshot
Multimodal learning analytics
inferredcites →https://doi.org/10.1145/2733373.2806252openalex-snapshot
Multi-sensor Self-Quantification of Presentations
inferredcites →https://doi.org/10.1145/2858796.2858798openalex-snapshot
Educational Data Mining and Learning Analytics in Programming
inferredcites →https://doi.org/10.1145/3290353openalex-snapshot
code2vec: learning distributed representations of code
inferredcites →https://doi.org/10.11591/ijeecs.v9.i2.pp447-459openalex-snapshot
Educational Data Mining and Analysis of Students’ Academic Performance Using WEKA
inferredcites →https://doi.org/10.1201/b10274-10openalex-snapshot
A Data Repository for the EDM Community: The PSLC DataShop
inferredcites →https://doi.org/10.14257/ijdta.2016.9.8.13openalex-snapshot
Mining Educational Data to Predict Student’s academic Performance using Ensemble Methods
inferredcites →https://doi.org/10.18653/v1/w18-0506openalex-snapshot
Second Language Acquisition Modeling
inferredcites →https://doi.org/10.2139/ssrn.2381263openalex-snapshot
HarvardX and MITx: The First Year of Open Online Courses, Fall 2012-Summer 2013
inferredcites →https://doi.org/10.3102/1076998616666808openalex-snapshot
Tools for Educational Data Mining
inferredcites →https://doi.org/10.3233/ida-184354openalex-snapshot
An anti-noise ensemble algorithm for imbalance classification
inferredcites →https://doi.org/10.48550/arxiv.1910.06078openalex-snapshot
MUTLA: A Large-Scale Dataset for Multimodal Teaching and Learning Analytics
inferredcites →https://doi.org/10.5281/zenodo.3554657openalex-snapshot
The State of Educational Data Mining in 2009: A Review and Future Visions
What points at this work
Incoming claims: where this work appears in other papers’ reference lists and arguments.
inferred← citeshttps://doi.org/10.1002/widm.1458openalex-snapshot
A review on data fusion in multimodal learning analytics and educational data mining
inferred← citeshttps://doi.org/10.1002/widm.1479openalex-snapshot
Distributional regression modeling via generalized additive models for location, scale, and shape: An overview through a data set from learning analytics
inferred← citeshttps://doi.org/10.1007/978-3-030-96644-7_2openalex-snapshot
Public Datasets and Data Sources for Educational Data Mining
inferred← citeshttps://doi.org/10.1007/978-3-031-19493-1_13openalex-snapshot
Data Stream Mining for Dynamic Student Modeling
inferred← citeshttps://doi.org/10.1007/978-3-031-23618-1_8openalex-snapshot
Evaluation of Group Fairness Measures in Student Performance Prediction Problems
inferred← citeshttps://doi.org/10.1007/978-3-031-40953-0_25openalex-snapshot
A Group-Level Learning Approach Using Logistic Regression for Fairer Decisions
inferred← citeshttps://doi.org/10.1007/978-3-031-54464-4_2openalex-snapshot
A Broad Collection of Datasets for Educational Research Training and Application
inferred← citeshttps://doi.org/10.1007/978-3-032-03398-7_41openalex-snapshot
Integrating Neuroimaging and Machine Learning to Predict Mental Disorder Outcomes: A Systematic Review
inferred← citeshttps://doi.org/10.1007/978-3-032-12827-0_22openalex-snapshot
Applications of Various Python Libraries for Data Visualization
inferred← citeshttps://doi.org/10.1007/978-3-032-23844-3_33openalex-snapshot
Detecting Cognitive Fatigue in Online Learners: A Big Data Approach
inferred← citeshttps://doi.org/10.1007/978-981-16-8892-8_52openalex-snapshot
OULAD Learners’ Withdrawal Prediction Framework
inferred← citeshttps://doi.org/10.1007/978-981-99-2271-0_6openalex-snapshot
A Hybrid Classification Model for Prediction of Academic Performance of Students: An EDM Application
inferred← citeshttps://doi.org/10.1007/s10758-023-09697-zopenalex-snapshot
Predictive Video Analytics in Online Courses: A Systematic Literature Review
inferred← citeshttps://doi.org/10.1016/j.caeai.2022.100103openalex-snapshot
A flexible feature selection approach for predicting students’ academic performance in online courses
inferred← citeshttps://doi.org/10.1016/j.caeai.2024.100231openalex-snapshot
The power of Deep Learning techniques for predicting student performance in Virtual Learning Environments: A systematic literature review
inferred← citeshttps://doi.org/10.1016/j.caeai.2024.100300openalex-snapshot
Latent space bias mitigation for predicting at-risk students
inferred← citeshttps://doi.org/10.1016/j.eswa.2022.117871openalex-snapshot
Modeling Second Language Acquisition with pre-trained neural language models
inferred← citeshttps://doi.org/10.1016/j.jksus.2023.102964openalex-snapshot
Design and realization of data mining simulation and methodological models
inferred← citeshttps://doi.org/10.1016/j.procs.2024.09.682openalex-snapshot
A Comprehensive Review of Educational Datasets: A Systematic Mapping Study (2022-2023)
inferred← citeshttps://doi.org/10.1080/15348431.2024.2304568openalex-snapshot
A Scoping Review of Hispanic-Serving Institutions Literature in STEM
inferred← citeshttps://doi.org/10.1080/1743727x.2026.2617530openalex-snapshot
Contextualizing the research problem: improving cluster analysis insights into student learning
inferred← citeshttps://doi.org/10.1109/access.2022.3146008openalex-snapshot
A Comprehensive Literature Review on Children’s Databases for Machine Learning Applications
inferred← citeshttps://doi.org/10.1109/eitt61659.2023.00040openalex-snapshot
Challenges and Strategies for Designing More Effective Educational Data Mining Applications
inferred← citeshttps://doi.org/10.1109/iceca52323.2021.9675962openalex-snapshot
Application of the open Chinese excellent traditional cultural network community data mining
inferred← citeshttps://doi.org/10.1109/iciccs56967.2023.10142392openalex-snapshot
Improving Learning Outcomes through Predictive Analytics: Enhancing Teaching and Learning with Educational Data Mining
inferred← citeshttps://doi.org/10.1109/icstsn57873.2023.10151558openalex-snapshot
The Secret Sauce of Student Success: Cracking the Code by Navigating the Path to Personalized Learning with Educational Data Mining
inferred← citeshttps://doi.org/10.1109/ictmod59086.2023.10438139openalex-snapshot
Improving Academic Advising by Predicting a Student’s GPA given their Chosen Courses
inferred← citeshttps://doi.org/10.18608/jla.2022.7551openalex-snapshot
Design Analytics for Mobile Learning
inferred← citeshttps://doi.org/10.18608/jla.2025.8441openalex-snapshot
Assessing Data Landscapes for Quality Education in Latin America: A FAIRness Perspective on Brazil, Colombia, and Peru
inferred← citeshttps://doi.org/10.21203/rs.3.rs-3888441/v1openalex-snapshot
Deep Learning Techniques for Predicting Student’s Academic Performance on Virtual Learning Environments: A Review
inferred← citeshttps://doi.org/10.22214/ijraset.2023.51458openalex-snapshot
Student Behaviour Monitoring System
inferred← citeshttps://doi.org/10.22581/muet1982.2302.18openalex-snapshot
A data mining approach to forecast students’ career placement probabilities and recommendations in the programming field
inferred← citeshttps://doi.org/10.26555/jiteki.v10i1.28352openalex-snapshot
Students Final Academic Score Prediction Using Boosting Regression Algorithms
inferred← citeshttps://doi.org/10.3389/fpsyg.2026.1811065openalex-snapshot
The causal effects of artificial intelligence use on metacognition, engagement, and knowledge transfer in educational contexts
inferred← citeshttps://doi.org/10.3390/app15094818openalex-snapshot
A Comparative Analysis of Student Performance Prediction: Evaluating Optimized Deep Learning Ensembles Against Semi-Supervised Feature Selection-Based Models
inferred← citeshttps://doi.org/10.3390/app15158409openalex-snapshot
Beyond Performance: Explaining and Ensuring Fairness in Student Academic Performance Prediction with Machine Learning
inferred← citeshttps://doi.org/10.3390/make4040048openalex-snapshot
Lottery Ticket Structured Node Pruning for Tabular Datasets
inferred← citeshttps://doi.org/10.3390/make5020024openalex-snapshot
Lottery Ticket Search on Untrained Models with Applied Lottery Sample Selection
inferred← citeshttps://doi.org/10.3390/standards3040028openalex-snapshot
The Expansion of Data Science: Dataset Standardization
inferred← citeshttps://doi.org/10.3390/sym17122110openalex-snapshot
From Neuromorphic to Sociomorphic Materials: Perspectives and Prognoses
inferred← citeshttps://doi.org/10.35882/ijeeemi.v7i2.69openalex-snapshot
Enhancing Imbalanced Data Handling Using MWMOTE and K-Means Clustering
inferred← citeshttps://doi.org/10.4018/979-8-3373-8735-2.ch003openalex-snapshot
AI-Driven Learning Analytics for Personalized STEAM Education
inferred← citeshttps://doi.org/10.4018/ijmcmc.293745openalex-snapshot
Intelligent Data Mining-Based Method for Efficient English Teaching and Cultural Analysis
inferred← citeshttps://doi.org/10.47065/bits.v6i2.5543openalex-snapshot
Perbandingan Prediksi Penyakit Stunting Balita Menggunakan Algoritma Support Vektor Machine dan Random Forest
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