Výsledky vyhledávání - "Educational Data Analysis"

Edukasi Penggunaan Google Form Untuk Evaluasi Program Unggulan Di SMAN 2 Abiansemal

Autoři: Alam, Helmy Syakh Putra, Anak Agung Gede Adi Mega Dinata, Akbar Aditya a další

Zdroj: Nuansa Akademik: Jurnal Pembangunan Masyarakat; Vol. 10 No. 1 (2025); 279-292

Témata: Educational data analysis, Design thinking, Google Form, Program evaluation

Popis souboru: application/pdf

Přístupová URL adresa: https://jurnal.ucy.ac.id/index.php/nuansaakademik/article/view/2822

Using LMS Records to Track Student Performance: A Case of a Blended Course

Autoři: Balaban, Igor Bađari, Josipa Matus, Marko

Zdroj: Proceedings of the 17th International Conference on Computer Supported Education. :283-290

Témata: Student Performance, Blended Course, LMS logs, Educational Data Analysis

A data-driven artificial neural network approach to predict make-up exam participation in higher education

Autoři: Ozcan Cataltas

Zdroj: PeerJ Computer Science, Vol 11, p e3394 (2025)

Témata: Artificial neural networks, Educational data analysis, Academic performance, Hyperparameter optimization, Random search, Electronic computers. Computer science, QA75.5-76.95

Popis souboru: electronic resource

Relation: https://peerj.com/articles/cs-3394.pdf; https://peerj.com/articles/cs-3394/; https://doaj.org/toc/2376-5992

Přístupová URL adresa: https://doaj.org/article/4fb819aabee2451daaaa3925a99fedb3

A review of machine learning methods used for educational data

Autoři: Zara Ersozlu Sona Taheri Inge Koch a další

Přispěvatelé: Zara Ersozlu Sona Taheri Inge Koch a další

Zdroj: Education and Information Technologies. 29:22125-22145

Témata: transforming education research, systematic review, educational data analysis, 4. Education, 05 social sciences, machine learning methods, 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology, 0503 education

Leveraging Machine Learning Approaches for Precision Education

Autoři: Akintola, Favour Duru, İzzet Paruğ

Zdroj: Volume: 5, Issue: 135-43
Journal of Artificial Intelligence and Data Science

Témata: Semi- and Unsupervised Learning, Planlama ve Karar Verme, Makine Öğrenmesi, Hassas Eğitim, Uyarlanabilir Öğrenme, Tahmini Analitik, Eğitim Veri Analizi, Gözetimli Öğrenme, Eğitim Sonuçları, Eğitimde Yapay Zeka Etiği, Machine Learning, Precision Education, Adaptive Learning, Predictive Analytics, Educational Data Analysis, Supervised Learning, Educational Outcomes, AI Ethics in Education, Planning and Decision Making, Yarı ve Denetimsiz Öğrenme

Popis souboru: application/pdf

Přístupová URL adresa: https://dergipark.org.tr/tr/pub/jaida/issue/92818/1641392

Predictive Modeling for Identifying Students at Risk of Academic Failure: A Comprehensive Approach

Autoři: Castro, Inês Leitão Duarte de Jesus, Frederico Miguel Campos Cruz Ribeiro de RUN

Přispěvatelé: Castro, Inês Leitão Duarte de Jesus, Frederico Miguel Campos Cruz Ribeiro de RUN

Témata: Academic achievement, Academic predictors, Predictive Modelling, Machine learning, Educational data analysis, SDG 4 - Quality education, SDG 5 - Gender equality, SDG 8 - Decent work and economic growth, Domínio/Área Científica::Ciências Naturais::Ciências da Computação e da Informação

Popis souboru: application/pdf

Dostupnost: http://hdl.handle.net/10362/174262

Predictive analytics of student performance: Multi-method and code

Autoři: Alla Yu. Vladova Katsiaryna M. Borchyk

Zdroj: Journal of Research and Advances in Mathematics Education, Pp 190-204 (2024)

Témata: customized learning, academic performance, educational data analysis, Education (General), L7-991, Science, Mathematics, QA1-939

Popis souboru: electronic resource

Relation: https://journals2.ums.ac.id/index.php/jramathedu/article/view/4643; https://doaj.org/toc/2503-3697

Přístupová URL adresa: https://doaj.org/article/f9b208bc081547528cb0f3773b1ec31a

ENSEMBLE LEARNING IN EDUCATIONAL DATA ANALYSIS FOR IMPROVED PREDICTION OF STUDENT PERFORMANCE: A LITERATURE REVIEW

Autoři: Ab Rahman, Noor Fadzilah Wang, Shir Li Khalid, Nurkaliza

Témata: Machine Learning, Ensemble Learning, Feature Selection, Student Performance, Educational Data Analysis

Relation: https://zenodo.org/records/15762655; oai:zenodo.org:15762655; https://doi.org/10.35631/IJMOE.724064

Dostupnost: https://doi.org/10.35631/IJMOE.724064
https://zenodo.org/records/15762655

Eksplorasi Data Sains dalam Pendidikan: Membuka Wawasan Baru untuk Siswa SMA

Autoři: Athoillah, Muhammad Rochmanto, Hani Brilianti Wae, Maria Yohana Vianey a další

Zdroj: Journal of Community Service and Society Empowerment; مجلد 3 عدد 01 (2025): January 2025; 80-90 ; Journal of Community Service and Society Empowerment; Vol. 3 No. 01 (2025): January 2025; 80-90 ; Journal of Community Service and Society Empowerment; Vol. 3 Núm. 01 (2025): January 2025; 80-90 ; Journal of Community Service and Society Empowerment; Vol. 3 No 01 (2025): January 2025; 80-90 ; Journal of Community Service and Society Empowerment; Vol 3 No 01 (2025): January 2025; 80-90 ; Journal of Community Service and Society Empowerment; 巻 3 号 01 (2025): January 2025; 80-90 ; Journal of Community ....

Témata: Digital Literacy, Data Visualization, Educational Data Analysis, Innovative Learning Methods, Learning Technology

Popis souboru: application/pdf

Relation: https://risetpress.com/index.php/jcsse/article/view/1350/836; https://risetpress.com/index.php/jcsse/article/view/1350

Dostupnost: https://risetpress.com/index.php/jcsse/article/view/1350
https://doi.org/10.59653/jcsse.v3i01.1350

From Social to Academic: Associations and Predictions Between Different Types of Peer Relationships and Academic Performance Among College Students

Autoři: Jiadong Tian Jiali Lin Dagang Li

Zdroj: Applied Sciences ; Volume 15 ; Issue 5 ; Pages: 2262

Témata: social behavior, academic performance, graph network modeling, educational data analysis

Geografické téma: agris

Popis souboru: application/pdf

Relation: Computing and Artificial Intelligence; https://dx.doi.org/10.3390/app15052262

Dostupnost: https://doi.org/10.3390/app15052262

Stress Factors in Higher Education: A Data Analysis Case

Autoři: Rodolfo Bojorque Fernando Moscoso Fernando Pesántez a další

Zdroj: Data ; Volume 10 ; Issue 2 ; Pages: 22

Témata: educational data analysis, higher education stressor variables, educational data mining

Popis souboru: application/pdf

Relation: Information Systems and Data Management; https://dx.doi.org/10.3390/data10020022

Dostupnost: https://doi.org/10.3390/data10020022

PENERAPAN METODE K-MEANS CLUSTERING UNTUK PENGELOMPOKAN SISWA BERDASARKAN PRESTASI DI SD N 03 SANGGANG SUKOHARJO

Autoři: Restyanto, Dika Sandradewi, Kumaratih Vulandari, Retno Tri

Zdroj: Jurnal Teknologi Informasi dan Komunikasi (TIKomSiN); Vol 13, No 2 (2025): Jurnal Tikomsin, Vol 13, No.2, Oktober 2025; 1-7 ; 2620-7532 ; 2338-4018 ; 10.30646/tikomsin.v13i2

Témata: Data Mining, K-Means Clustering, Student Achievement Grouping, Educational Data Analysis, Modified Partition Coefficient

Popis souboru: application/pdf

Relation: https://p3m.sinus.ac.id/jurnal/index.php/TIKomSiN/article/view/1007/652; https://p3m.sinus.ac.id/jurnal/index.php/TIKomSiN/article/downloadSuppFile/1007/215; https://p3m.sinus.ac.id/jurnal/index.php/TIKomSiN/article/view/1007

Dostupnost: https://p3m.sinus.ac.id/jurnal/index.php/TIKomSiN/article/view/1007
https://doi.org/10.30646/tikomsin.v13i2.1007

Prognostic model for assessing the success of subject learning in conditions of digitalization of education

Autoři: Mikhail V. Noskov Yuliya V. Vaynshteyn Marina V. Somova a další

Zdroj: RUDN Journal of Informatization in Education, Vol 20, Iss 1, Pp 7-19 (2023)

Témata: early prediction, educational data analysis, 4. Education, learning management system, Information technology, markov model, T58.5-58.64, learning success, digitalization of education

Přístupová URL adresa: https://doaj.org/article/5f41e4da050f41a4a924761e4cdad170

Factor Analysis of Learning Motivation Difference on Cybersecurity Training With Zero Trust Architecture

Autoři: Taisho Sasada Masataka Kawai Yuto Masuda a další

Zdroj: IEEE Access, Vol 11, Pp 141358-141374 (2023)

Témata: exploratory factor analysis, educational data analysis, Cybersecurity training, system architecture, Electrical engineering. Electronics. Nuclear engineering, 16. Peace & justice, zero trust architecture, TK1-9971

Přístupová URL adresa: https://doaj.org/article/7ceb1e7bd15b4e649ff4930aa15b9004

Predicting Student Academic Success with Hidden Markov Models

Autoři: Loncarevic, Veljko Lekić, Vučelja Damljanovic, Nada

Témata: Hidden Markov Models, academic success prediction, student trajectories, predictive modeling, educational data analysis

Popis souboru: application/pdf

Relation: MSTDI - 451-03-66/2024-03/200132; 10th International Scientific Conference Technics, Informatics and Education - TIE 2024; https://scidar.kg.ac.rs/handle/123456789/21164

Dostupnost: https://scidar.kg.ac.rs/handle/123456789/21164
https://doi.org/10.46793/TIE24.068L

Enhancing Student Performance Prediction Using Deep Belief Networks with Ant Lion Optimization

Autoři: M. Kannan

Zdroj: International Journal of Intelligent Systems and Applications in Engineering; Vol. 12 No. 21s (2024); 4505 – 4514

Témata: Ant lion optimization, Deep belief networks, Student performance prediction, Feature selection, Educational data analysis

Popis souboru: application/pdf

Přístupová URL adresa: https://www.ijisae.org/index.php/IJISAE/article/view/6333

A review of machine learning methods used for educational data

Autoři: Ersozlu, Zara Taheri, Sona Koch, Inge a další

Přispěvatelé: Ersozlu, Zara Taheri, Sona Koch, Inge a další

Témata: machine learning methods, educational data analysis, transforming education research, systematic review

Relation: Education and Information Technologies Vol. 29, p. 22125-22145; http://hdl.handle.net/1959.13/1516110; uon:56934

Dostupnost: http://hdl.handle.net/1959.13/1516110

Application of Business Intelligence in the Brazilian Educational System ; Aplicação de Business Intelligence no Sistema Educacional Brasileiro

Autoři: Moniz Junior, Carlos Grimm Cavalcante, Tristão Sócrates Baptista Vieira, Adalena Kennedy a další

Zdroj: The Journal of Engineering and Exact Sciences; Vol. 10 No. 7 (2024); 20045 ; The Journal of Engineering and Exact Sciences; Vol. 10 Núm. 7 (2024); 20045 ; The Journal of Engineering and Exact Sciences; v. 10 n. 7 (2024); 20045 ; 2527-1075

Témata: Business Intelligence. Brazilian Educational System. Data Warehousing. INEP. ETL Process. Educational Data Analysis. Decision-Making in Education. Educational Dashboards. IDEB. Educational Policy, Business Intelligence. Sistema Educacional Brasileiro. Data Warehousing. INEP. Processo ETL. Análise de Dados Educacionais. Tomada de Decisão em Educação. Painéis Educacionais. IDEB. Política Educacional

Popis souboru: application/pdf

Relation: https://periodicos.ufv.br/jcec/article/view/20045/10442; https://periodicos.ufv.br/jcec/article/view/20045

Dostupnost: https://periodicos.ufv.br/jcec/article/view/20045
https://doi.org/10.18540/jcecvl10iss7pp20045

Machine learning algorithm, scaling technique and the accuracy: an application to educational data.

Autoři: Wickramasinghe, Indika Kalutarage, Harsha

Témata: Machine learning, Educational data mining, Educational data analysis, Data normalizing, Scaling techniques

Relation: https://rgu-repository.worktribe.com/output/2368201

Dostupnost: https://doi.org/10.1109/ICIET60671.2024.10542714
https://rgu-repository.worktribe.com/file/2368201/1/WICKRAMASINGHE%202024%20Machine%20learning%20algorithm%20%28AAM%29
https://rgu-repository.worktribe.com/output/2368201

Predicting Student Performance Using Deep Learning Models: A Comparative Study of MLP, CNN, BiLSTM, and LSTM with Attention

Autoři: Airlangga, Gregorius

Zdroj: MALCOM: Indonesian Journal of Machine Learning and Computer Science; Vol. 4 No. 4 (2024): MALCOM October 2024; 1561-1567 ; 2775-8575 ; 2797-2313 ; 10.57152/malcom.v4i4

Témata: Bidirectional LSTM, Convolutional Neural Networks (CNN), Deep Learning Models, Educational Data Analysis, Student Performance Prediction

Popis souboru: application/pdf

Relation: https://journal.irpi.or.id/index.php/malcom/article/view/1668/802; https://journal.irpi.or.id/index.php/malcom/article/view/1668

Dostupnost: https://journal.irpi.or.id/index.php/malcom/article/view/1668
https://doi.org/10.57152/malcom.v4i4.1668