Adaptive learning technologies that personalize instruction to students' personal interests can improve performance and learning outcomes in secondary mathematics.

Using adaptive learning technologies to personalize instruction to student interests: The impact of relevant contexts on performance and learning outcomes.

Technology-supported personalised learning in low- and middle-income countries has a moderate positive effect on learning outcomes, with adaptive approaches having greater impact.

The effectiveness of technology-supported personalised learning in low- and middle-income countries: A meta-analysis

Personalized adaptive learning, enabled by smart learning environments, combines personalized learning and adaptive learning, enabling adaptive adjustments to teaching strategies based on individual characteristics, performance, and personal development.

Personalized adaptive learning: an emerging pedagogical approach enabled by a smart learning environment

Personalized/adaptive learning has become an attractive topic, with data sources like students' preferences, learning achievements, profiles, and logs being key parameters, but most studies still support traditional computers.

Trends and development in technology-enhanced adaptive/personalized learning: A systematic review of journal publications from 2007 to 2017

Personalized learning in learner-centered schools is challenging without advanced technology, with only 12% having a technology system that integrates four major functions.

Technology functions for personalized learning in learner-centered schools

Personalization in adaptive learning environments enhances user experience and educational outcomes by tailoring content and strategies to individual learners.

Exploring the Role of Personalization in Adaptive Learning Environments

AI technology can enhance personalized learning by adapting learning elements to individual needs and learning intent, promoting teaching efficiency and enhancing educational competencies.

Trends on Technologies and Artificial Intelligence in Education for Personalized Learning: Systematic Literature Review

Technology plays a crucial role in personalized learning, but its impact on student achievement remains unclear and ethical concerns arise, particularly regarding student privacy.

The Role of Technology in Personalized Learning

Adaptive learning and artificial intelligence can personalize and enhance students' learning experiences, improving engagement and motivation.

Adaptive learning and artificial intelligence in the educational space

Personalized and adaptive learning can optimize learning experiences, but educators and institutions must apply it wisely, considering diverse learning styles, accessibility, and support needs for optimal outcomes.

Personalized and adaptive learning

Adaptive learning technology in secondary schools and universities adapts to individual abilities and needs, enhancing interactivity and productivity in learning activities.

Application of adaptive learning technology in the educational process

Advanced technologies, such as computer-assisted learning and adaptive learning, enable personalized learning and improved performance in education.

Advanced Technologies for Personalized Learning, Instruction, and Performance

Personalized learning technology in K-12 education is contributing to the corporatization of public education, promoting human capital development and data-driven decision-making.

Netflixing human capital development: personalized learning technology and the corporatization of K-12 education

Adaptive and personalized learning, currently in its infancy, aims to increase student learning and success by continuously evaluating performance and creating personalized learning pathways based on artificial intelligence and machine learning.

Personalized and Adaptive Learning

Personalized learning should consider learner profiles, prior knowledge, adaptive learning paths, and flexible self-paced environments, with learning analytics generating dynamic environments.

A comprehensive analysis of personalized learning components

Integrating technology with personalized learning can improve students' knowledge, skills, and competencies, preparing them for success in college and the workforce.

Enabling and Integrating Technology With Personalized Learning

Adaptive technology, such as the project method, effectively improves the educational process for students with special educational needs.

Application of Adaptive Technologies in Teaching students with Special educational needs

Adaptive testing technology effectively provides personalized recommendations, leading to higher scores and improved learning abilities in students compared to random recommendations.

Personalized Recommendation in the Adaptive Learning System: The Role of Adaptive Testing Technology

Adaptive cloud-based learning systems are essential for sustainable development of teachers' education, highlighting the need for personalized learning and addressing current research developments.

Personalization of learning through adaptive technologies in the context of sustainable development of teachers education

Adaptive/personalized learning and intelligent tutoring systems show promising trends in mathematics education, overcoming personal limitations and improving student outcomes.

Trends of Adaptive/Personalized Learning and Intelligent Tutoring Systems in Mathematics: A Review of Academic Publications from 2010 to 2022

What is the role of technology in facilitating personalized learning experiences and adaptive education systems?

These studies suggest that technology facilitates personalized learning experiences and adaptive education systems by tailoring instruction to individual needs, improving engagement, motivation, and learning outcomes, though its impact on student achievement and ethical concerns remain areas of consideration.