Results 41 to 50 of about 347,417 (324)

DATA MINING ALGORITHMS FOR PREDICTION OF STUDENT TEACHERS’ PERFORMANCE IN ICT: A SYSTEMATIC LITERATURE REVIEW

open access: yesІнформаційні технології і засоби навчання, 2023
Poor ICT performance in teacher training colleges makes it more difficult for the majority of teachers to successfully use ICT resources in their teaching and learning.
Juma Habibu Shindo   +2 more
doaj   +1 more source

A Model for Learners Segmentation and Educational Performance Improvement Using Data Mining Algorithms [PDF]

open access: yesمطالعات مدیریت کسب و کار هوشمند, 2020
Educational performance measurement through the identification and analysis of data extracted from learners’ activities can effectively result in the improvement of educational performance.
Sina Raeesi Vanani   +2 more
doaj   +1 more source

Educational Data Mining: A Foundational Overview

open access: yesEncyclopedia
Educational data mining (EDM) is a novel scientific area that focuses on developing and applying methods to analyze datasets generated within educational settings. This paper outlines the evolution, significance, and applications of EDM.
Ilias Papadogiannis   +2 more
doaj   +1 more source

IntelliDaM: A Machine Learning-Based Framework for Enhancing the Performance of Decision-Making Processes. A Case Study for Educational Data Mining

open access: yesIEEE Access, 2022
Nowadays, both predictive and descriptive modelling play a key role in decision-making processes in almost every branch of activity. In this article we are introducing $IntelliDaM$ , a generic machine learning-based framework useful for improving the ...
Gabriela Czibula   +3 more
doaj   +1 more source

Discovering learning processes using inductive miner: A case study with learning management systems (LMSs) [PDF]

open access: yes, 2018
Resumen tomado de la publicaciónDescubriendo procesos de aprendizaje aplicando Inductive Miner: un estudio de caso en Learning Management Systems (LMSs).
Bogarín Vega, Alejandro   +2 more
core   +1 more source

Benefits of Educational Data Mining

open access: yesJournal of International Business Research and Marketing, 2020
We live in a world where we collect huge amounts of data, but if this data is not further analyzed, it remains only huge amounts of data. With new methods and techniques, we can use this data, analyze it and get a great advantage. The perfect method for this is data mining.
openaire   +3 more sources

4D‐Printable Poly(Thio)urethane Photoresins With Reactive Oxygen Species Responsiveness and Anti‐Inflammatory Functionality

open access: yesAdvanced Functional Materials, EarlyView.
This work introduces UV‐curable poly(thio)urethane (PSU) thermosets as 4D printable scaffolds responsive to oxidative stress. PSU networks with 100 wt.% polypropylene glycol (PPG) effectively suppress inflammatory markers in microglial cells to basal values.
Xabier Lopez de Pariza   +10 more
wiley   +1 more source

Beyond Presumptions: Toward Mechanistic Clarity in Metal‐Free Carbon Catalysts for Electrochemical H2O2 Production via Data Science

open access: yesAdvanced Materials, EarlyView.
Metal‐free carbon catalysts enable the sustainable synthesis of hydrogen peroxide via two‐electron oxygen reduction; however, active site complexity continues to hinder reliable interpretation. This review critiques correlation‐based approaches and highlights the importance of orthogonal experimental designs, standardized catalyst passports ...
Dayu Zhu   +3 more
wiley   +1 more source

Role of FCBF Feature Selection in Educational Data Mining

open access: yesMehran University Research Journal of Engineering and Technology, 2020
The Educational Data Mining (EDM) is a very vigorous area of Data Mining (DM), and it is helpful in predicting the performance of students. Student performance prediction is not only important for the student but also helpful for academic organization to
Maryam Zaffar   +4 more
doaj   +1 more source

Big Data Platform for Educational Analytics

open access: yesIEEE Access, 2021
Huge amounts of educational data are being produced, and a common challenge that many educational organizations confront, is finding an effective method to harness and analyze this data for continuously delivering enhanced education.
Amr A. Munshi, Ahmad Alhindi
doaj   +1 more source

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