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Student performance analysis and prediction in classroom learning: A review of educational data mining studies
Student performance modelling is one of the challenging and popular research topics in
educational data mining (EDM). Multiple factors influence the performance in non-linear …
educational data mining (EDM). Multiple factors influence the performance in non-linear …
E-learning enhancement through educational data mining with Covid-19 outbreak period in backdrop: A review
E-learning is fast becoming an integral part of the teaching-learning process, particularly
after the outbreak of Covid-19 pandemic. Educational institutions across the globe are …
after the outbreak of Covid-19 pandemic. Educational institutions across the globe are …
[LIVRE][B] Handbook of learning analytics
At the Learning Analytics and Knowledge Conference in 2014, The Handbook of Learning
Analytics was conceived to support a scientiic view of the rapidly growing ecosystem …
Analytics was conceived to support a scientiic view of the rapidly growing ecosystem …
Data mining for modeling students' performance: A tutoring action plan to prevent academic dropout
C Burgos, ML Campanario, D de la Peña… - Computers & Electrical …, 2018 - Elsevier
E-learning systems generate huge amounts of data, whose analysis may become a
daunting task which makes it necessary to use computational analytical techniques and …
daunting task which makes it necessary to use computational analytical techniques and …
[LIVRE][B] Foundations of educational technology: Integrative approaches and interdisciplinary perspectives
GM Morel, JM Spector - 2022 - taylorfrancis.com
Foundations of Educational Technology offers a fresh, interdisciplinary, problem-centered
approach to educational technology, learning design, and instructional systems …
approach to educational technology, learning design, and instructional systems …
Unpacking the “Black Box” of AI in education
Recent advances in Artificial Intelligence (AI) have sparked renewed interest in its potential
to improve education. However, AI is a loose umbrella term that refers to a collection of …
to improve education. However, AI is a loose umbrella term that refers to a collection of …
Intelligent tutoring systems: How computers achieve learning gains that rival human tutors
Intelligent Tutoring System (ITSs) implement many affordances of digital technologies that
were articulated in the National Academy of Sciences, Engineering, and Medicine report …
were articulated in the National Academy of Sciences, Engineering, and Medicine report …
Defining the boundaries between artificial intelligence in education, computer-supported collaborative learning, educational data mining, and learning analytics: A …
This review aims to provide a concise overview of four distinct research fields: Artificial
Intelligence and EDucation (AIED), Computer-Supported Collaborative Learning (CSCL) …
Intelligence and EDucation (AIED), Computer-Supported Collaborative Learning (CSCL) …
[HTML][HTML] Перспективы использования цифрового следа в образовательном и научном процессах
МЕ Вайндорф-Сысоева… - Вестник Мининского …, 2021 - cyberleninka.ru
Введение. Анализ цифрового следа обучающегося и/или научного сотрудника является
перспективным направлением, позволяющим оптимизировать индивидуальную …
перспективным направлением, позволяющим оптимизировать индивидуальную …
Large language models for education: A survey and outlook
The advent of Large Language Models (LLMs) has brought in a new era of possibilities in
the realm of education. This survey paper summarizes the various technologies of LLMs in …
the realm of education. This survey paper summarizes the various technologies of LLMs in …