Data mining tool for academic data exploitation: literature review and first architecture proposal

M Barbu, R Vilanova, J Lopez Vicario… - … -Student Profile for …, 2017 - bibliotecadigital.ipb.pt
Using data for making decisions is not new; companies use complex computations on
customer data for business intelligence or analytics. Business intelligence techniques can …

Advances in learning analytics and educational data mining.

M Vahdat, A Ghio, L Oneto, D Anguita, M Funk… - ESANN, 2015 - books.google.com
The growing interest in recent years towards Learning Analytics (LA) and Educational Data
Mining (EDM) has enabled novel approaches and advancements in educational settings …

A survey on educational data mining [2014-2019]

A Hicham, A Jeghal, A Sabri… - … conference on intelligent …, 2020 - ieeexplore.ieee.org
Nowadays Data Mining is used in many application areas enabling large data streams and
algorithms for analysis and extraction of powerful data. On their side, the Computer …

Improving Teaching and Learning Outcomes: An Outlook on Data Analytics in Education

V Dahiya - Universal Research Reports, 2017 - urr.shodhsagar.com
Educational data mining (EDM) is the term used for analyzing the data originating from the
educational contexts with the prime aim of improving the quality and effectiveness of …

Educational data mining for tutoring support in higher education: a web-based tool case study in engineering degrees

MA Prada, M Dominguez, JL Vicario, PAV Alves… - IEEE …, 2020 - ieeexplore.ieee.org
This paper presents a web-based software tool for tutoring support of engineering students
without any need of data scientist background for usage. This tool is focused on the analysis …

Educational data mining & learning analytics

S KG, M Kurni, S KG, M Kurni - A Beginner's Guide to Learning Analytics, 2021 - Springer
The attention given in education, learning, and teaching to information and analytics gives
rise to a preference for improved, high-standard research on techniques, technology …

Educational data mining: a systematic review of research and emerging trends

X Du, J Yang, JL Hung, B Shelton - Information Discovery and …, 2020 - emerald.com
Purpose Educational data mining (EDM) and learning analytics, which are highly related
subjects but have different definitions and focuses, have enabled instructors to obtain a …

Exploring approaches to educational data mining and learning analytics, to measure the level of acquisition of student's learning outcome

DB Fernández, S Lujan-Mora - EDULEARN16 Proceedings, 2016 - library.iated.org
The Educational Data Mining community website defines educational data mining
as:“Educational Data Mining is an emerging discipline, concerned with developing methods …

Educational data mining and learning analytics: A review of educational management in e-learning

A Rabelo, MW Rodrigues, C Nobre, S Isotani… - Information Discovery …, 2024 - emerald.com
Purpose The purpose of this study is to identify the main perspectives and trends in
educational data mining (EDM) in the e-learning environment from a managerial …

Educational Data Mining: A Systematic Literature Mapping Study

A Tüfekci, EAG Yılmaz - Engineering Education Trends in the Digital …, 2020 - igi-global.com
The education-training process and all activities related to it have the power to direct the
future of societies. From this point of view, the process should be analyzed frequently in …