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Keyword

educational data analysis

Description: The systematic examination of information about learners, teaching, or educational institutions to support research, evaluation, and decision-making.
OpenAlex ID: keywords/educational-data-analysis
Educational Data Mining: A Review of the State of the Art
2010 · Cristóbal Romero, Sebastián Ventura · IEEE Transactions on Systems Man and Cybernetics Part C (Applications and Reviews) · 2,229
Design and Implementation of a Learning Analytics Toolkit for Teachers
2012 · Anna Lea Dyckhoff, Dennis Zielke, et al. · 315
Data Mining
2010 · R.S.J.d. Baker · Elsevier eBooks · 296
Educational Data Mining and Learning Analytics: differences, similarities, and time evolution
2015 · Laura Calvet Liñán, Ángel Alejandro Juan Pérez · RUSC Universities and Knowledge Society Journal · 191
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Handbook of Quantitative Methods for Educational Research
2013 · Harlow, Lisa L., Duerr, Sunny R. · SensePublishers eBooks · 178
Demystifying Learning Analytics in Personalised Learning
2018 · Andino Maseleno, Noraisikin Sabani, et al. · International Journal of Engineering & Technology · 143
Some useful tactics to modify, map and mine data from intelligent tutors
2006 · JACK MOSTOW, JOSEPH BECK · Natural Language Engineering · 132
Educational Statistics, Use and Interpretation
1973 · W. James Popham, Kenneth A. Sirotnik · Medical Entomology and Zoology · 122
Ordinal Regression Analysis: Using Generalized Ordinal Logistic Regression Models to Estimate Educational Data
2012 · Xing Liu, Hari Koirala · Journal of Modern Applied Statistical Methods · 117
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Data Analysis for Continuous School Improvement
2013 · Victoria L. Bernhardt, Victoria Bernhardt · Routledge eBooks · 106
A review of machine learning methods used for educational data
2024 · Zara Ersozlu, Sona Taheri, et al. · Education and Information Technologies · 94
Identifying and Monitoring Students' Learning Needs With Technology
2005 · Eva Chen, Margaret Heritage, et al. · Journal of Education for Students Placed at Risk (JESPAR) · 92
Digital Governance of Education
2018 · Paolo Landri · Bloomsbury Publishing Plc eBooks · 78
Driven by Data: A Practical Guide to Improve Instruction
2010 · Paul Bambrick‐Santoyo · 73
Presenting the Regression Tree Method and its application in a large-scale educational dataset
2019 · Cristiano Mauro Assis Gomes, Enio Jelihovschi · International Journal of Research & Method in Education · 69
Standardizing Practice in the Analysis of School Dropouts
1986 · George Morrow · Teachers College Record The Voice of Scholarship in Education · 68
Concept definition for Big Data architecture in the education system
2014 · Peter Michalik, Jan Stofa, et al. · IEEE International Symposium on Applied Machine Intelligence and Informatics (SAMI) · 60
Learning Analytics Methods and Tutorials
2024 · Mohammed Saqr, Sonsoles López-Pernas · Springer eBooks · 57
Analítica visual en e-learning
2014 · Diego-Alonso Gómez-Aguilar, Francisco-José García-Peñalvo, et al. · El Profesional de la Informacion · 57
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From “Intuition”- to “Data”-based Decision Making in Dutch Secondary Schools?
2012 · Kim Schildkamp, Melanie Ehren · Springer eBooks · 55
Educational Statistics
2005 · Maurice M. Tatsuoka · Encyclopedia of Statistical Sciences · 55
ViSta: A Visual Statistics System 1
1995 · Forrest W. Young, Carla Bann · 54
Teachers’ digital competence in using and analytically managing information in flipped learning ( Competencia digital docente para el uso y gestión analítica informacional del aprendizaje invertido )
2020 · Santiago Pozo-Sánchez, Jesús López-Belmonte, et al. · Culture and Education · 53
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Big Data in Education. A Bibliometric Review
2019 · José-Antonio Marín-Marín, Jesús López-Belmonte, et al. · Social Sciences · 53
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Effects of a data use intervention on educators’ use of knowledge and skills
2015 · Johanna Ebbeler, Cindy L. Poortman, et al. · Studies In Educational Evaluation · 53
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Works count: 1,993
Citation count: 8,482
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