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On the promise of personalized learning for educational equity. [PDF]

open access: yesNPJ Sci Learn, 2023
Students enter school with a vast range of individual differences, resulting from the complex interplay between genetic dispositions and unequal environmental conditions.
Dumont H, Ready DD.
europepmc   +2 more sources

Privacy Preserving Machine Learning With Federated Personalized Learning in Artificially Generated Environment

open access: yesIEEE Open Journal of the Computer Society
The widespread adoption of Privacy Preserving Machine Learning (PPML) with Federated Personalized Learning (FPL) has been driven by significant advances in intelligent systems research.
Md. Tanzib Hosain   +4 more
doaj   +2 more sources

Personalized Learning Based on Artificial Intelligence: How Ready Are Modern Students for New Educational Opportunities

open access: yesВысшее образование в России
One of the key advantages of integrating artificial intelligence (AI) technologies into education is the creation of conditions for the implementation of a personalized learning model – a system developing individual potential, in which the learner is ...
P. V. Sysoyev
doaj   +2 more sources

Personalized Learning in Mathematics

open access: yesJe-LKS: Journal of E-Learning and Knowledge Society, 2015
This work shows an innovative solution in order to enable the predisposition to the mathematics, by using auto-regulation of learning objectives, personalization for obtaining, in such a way, a learning path more compliant to the learner’s needs. In this
Giovannina Albano   +2 more
doaj   +4 more sources

Survey of Personalized Learning Software Systems: A Taxonomy of Environments, Learning Content, and User Models

open access: yesEducation Sciences, 2023
This paper presents a comprehensive systematic review of personalized learning software systems. All the systems under review are designed to aid educational stakeholders by personalizing one or more facets of the learning process.
Heba Ismail   +3 more
doaj   +2 more sources

A Systematic Review of the Role of Learning Analytics in Supporting Personalized Learning

open access: yesEducation Sciences, 2023
Personalized learning is becoming more important in today’s diverse classrooms. It is a strategy that tailors instruction to each student’s abilities and interests.
Ean Teng Khor, Mutthulakshmi K
doaj   +2 more sources

Personalized learning in hybrid education [PDF]

open access: yesScientific Reports
The process of teaching and learning during the pandemic has been evolving globally, with many institutions transforming their approaches to enhance the teaching and learning experience.
Alaa O. Khadidos   +5 more
doaj   +2 more sources

ChatGPT integration significantly boosts personalized learning outcomes: A Philippine study

open access: yesInternational Journal of Educational Management and Development Studies
This study investigated the impact of AI integration, specifically ChatGPT, on personalized learning involving 785 college students in the Philippines who took the online survey. Utilizing regression analysis and an Omnibus ANOVA test, the study examined
Iris Jane G. Agbong-Coates
doaj   +2 more sources

Label-based Approach for Dynamic Updating Approximations in Incomplete Fuzzy Probabilistic Rough Sets over Two Universes [PDF]

open access: yesJisuanji kexue, 2022
When the missing values are obtained in incomplete fuzzy probabilistic rough sets over two universes,the time efficiency of the traditional static algorithm for updating approximations in incomplete fuzzy probabilistic rough sets over two universes is ...
XUE Zhan-ao, HOU Hao-dong, SUN Bing-xin, YAO Shou-qian
doaj   +1 more source

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