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What is Personalized Learning

Embracing Cutting-Edge Technology in Modern Educational Settings
Education customized to each student’s abilities, needs, and interests to optimize engagement and outcomes.
Published in Chapter:
Unleashing the Potential of Every Child: The Transformative Role of Artificial Intelligence in Personalized Learning
Natalia Riapina (HSE University, Russia)
Copyright: © 2024 |Pages: 29
DOI: 10.4018/979-8-3693-1022-9.ch002
Abstract
The chapter explores how artificial intelligence (AI) can transform the field of education by providing customized learning experiences that meet the strengths and requirements of students. By investigating a range of real-world case studies, this chapter analyzes how AI-driven, learner-centered technologies can unlock the capabilities of each child. This chapter also scrutinizes the impact of AI on student engagement, performance, and outcomes. Moreover, ethical considerations such as ensuring fair access and balancing technology with human interaction related to the assimilation of AI technologies in educational environments are discussed. The primary objective of this chapter is to provide educators, researchers, and policymakers with insights into thoughtfully using AI to promote learner-centric instruction that customizes curricula, feedback, and support for students. Ultimately, this study seeks to further discourse on the transformation of one-size-fits-all education into dynamic experiences that meet each child's unique capabilities.
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Transforming the Classroom Experience Through Transhumanism: Education as the Learning Organization
Instructors no longer distribute knowledge; instead students take on more control of the learning process and use electronic devices in transparent ways within an online community of learners.
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“I'm Not Simply Dealing with Some Heartless Computer”: Videoconferencing as Personalized Online Learning in a Graduate Literacy Course
Learning that is targeted towards the unique needs of the individual learner for instance by taking into account background knowledge, interests, and/or individual learning goals.
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Gameful Learning as an Innovative Pedagogy for Online Learning: Exploring Early Career Teachers' Perspectives
An instructional strategy that offers customized learning experiences that are reflective of each learner’s interests, strengths, needs, and skills.
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Recent Advances in Intelligent Tutoring Systems: A Case Study
It is a tailoring of learning environments to find the needs and aspirations of individual students or learners.
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Tiny Lessons, Massive Gains: A New Approach to Learning
An approach that tailors educational experiences to individual students' learning styles, paces, and interests, enhancing motivation and understanding.
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Empowering Teachers With Generative AI Tools and Support
Educational approach tailored to each student's individual needs, abilities, interests, and learning style. Enabled by generative AI insights.
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Use of Generative AI Tools to Facilitate Personalized Learning in the Flipped Classroom
It is a kind of teaching paradigm that emphasizes students’ subjective status and personality characteristics and guides students to take the initiative and learn more consciously.
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Artificial Intelligence in Education: A Closer Look Into Intelligent Tutoring Systems
Personalized learning is defined as learning tailored to each student's needs, based on strengths, interests, and personal characteristics.
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AI Game Activities for Teaching and Learning
Refers to a wide variety of educational programs, academic strategies, learning experiences, and systematic pedagogical approaches designed to address learners ’s specific learning needs, aspirations, and interests on an individual basis.
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English and Arabic Language Learning Environments: Islamic Universities Undergraduates' Experiences
Is a concept that acknowledges learners’ differences and individual inclination, and allowing them to pace their learning process individually, with the multiple support from their learning environment.
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From Ubiquitous to Ubiquitous Blended Learning Environments
An approach which considers individual learning needs, learning styles and background in an instructional design.
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Transforming Digital Literacy with Culturally Diverse, Personalized Learning
Bray and McClaskey (2015) define personalized learning as: an ecosystem that supports achievement by every learner.
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Transformations in K-12 Teaching: Using What Was Learned During the Pandemic
The outcome produced when instruction and the learning environment is individualized to a student’s individual needs, interest, skills, and modes of learning.
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The Incorporation of Large Language Models (LLMs) in the Field of Education: Ethical Possibilities, Threats, and Opportunities
Personalized learning is an educational approach that tailors instruction and learning experiences to meet the individual needs, interests, and learning styles of students, utilizing technology and data analysis to provide customized content and support.
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Smart Education Using Internet of Things Technology
Personalized learning is an educational approach that aims to customize learning for each student's strengths, needs, skills and interests. Each student gets a learning plan that is based on what he knows and how he learns best.
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Future Possibilities and Challenges of AI in Education
Personalized learning refers to an educational approach that tailors the material, speed, and instructional methods to fit the particular requirements and preferences of each learner. It utilizes technology, data analytics, and learner feedback to create individualized learning experiences, enabling increased engagement and understanding.
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Pedagogical Creativity as a Means of Inclusion in Primary School: Experiences of Distance Learning During the Pandemic in Italy
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Connecting Learning in Higher Education to Students' Career and Personal Interests
Students’ individual interest areas are integrated into academic instruction as a means of engagement.
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Developing TPACK for Elementary Education Teacher Candidates in an Instructional Design and Technology Integration Course
Learning environments in which individual students or groups of students have personalized required and optional assignments based on data.
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Use of Khan Academy and Mathematics Achievement: A Correlational Study With Long Beach Unified School District
An approach to learning where a customized learning pathway is created for an individual student based on their goals, needs, strengths, and interests.
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Academic Technology for Competency-Based Education in Higher Education
Personalized learning means designing learning experiences to meet the specific needs of individual students.
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Tourism Education During the Pandemic: Is Distance Education a Solution?
Refers to a definite approach of education learning and delivery that is oriented to fulfill specific needs at an individual level according to preferences and needs of students enabling them to manage learning according their own requirements.
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Perception of Stakeholders on the Use of Social Networking Tools for Classroom Instruction in School Environment: Use of Social Network Tools for Classroom Instruction
Social Networking affords opportunities for greater student choice in learning using an internet connected devices, students can accept a wide array of resources and software tools that suit their learning styles and interest.
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Tech-Savvy Is the New Street Smart: Balancing Protection and Awareness
This term encompasses learning environments where the student is an active designer of the learning process. There are several dimensions of personalized learning environments including variable pacing, co-designing learning, and peer-assessment. In essence, learning is said to be personalized when the learners are in charge of the decisions made to ensure that the learning objectives are obtained, in contrast with differentiated and individualized learning, where teachers make the decisions to adapt the learning for groups of students or individuals.
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Advancing Equity in Digital Classrooms: A Personalized Learning Framework for Higher Education Institutions
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A Survey on the Use of Adaptive Learning Techniques Towards Learning Personalization
Personalization is something that meets individual requirements. Personalized learning is a learning approach which customizes learning according to each learner's strengths, requirements, abilities and interests. It proposes pedagogy, curriculum, and mostly the learning environments that meet the individual learner's needs.
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The 4th Industrial Revolution and Its Impact on Entrepreneurial Education
An approach to education that tailors instruction and learning experiences to individual students' needs, interests, and learning styles, often leveraging technology to provide customized learning paths.
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Clemson University's Teacher Learning Progression Program: Personalized Advanced Credentials for Teachers
An approach to organizing teaching and/or learning activities to meet each individual’s unique learning interests and needs.
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Successful Footprints of ChatGPT Deployments in the Education Sector: Pros Outweigh Cons by Embracing Ethics and Etiquette
Is a pedagogical approach aimed at tailoring education to individual student needs, preferences, and learning styles.AI facilitates personalized learning experiences by analyzing students' learning patterns, preferences, and abilities. Adaptive learning platforms leverage AI algorithms to tailor educational content and pacing, allowing students to learn at their own pace ( Zhang et al., 2020 ).
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Leveraging Generative Artificial Intelligence to Expedite UDL Implementation in Online Courses
A systematic learning design approach that customizes instruction to individual student's strengths, preferences, needs, and goals, aiming to deliver comprehensive educational experiences that encompass enhanced access to various disciplines and the development of 21st-century skills ( Zhang et al., 2020b ).
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ChatGPT and Other Generative AI Tools in Education: Transformative Potential and Ethical Considerations
An educational approach that tailors instruction, content, and pacing to individual students' learning preferences, strengths, and needs.
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Smash-Up: Design Thinking, Personalized Learning, and Gifted Learners
Refers to an approach to teaching and learning that is focused on individual learner interests, needs, and motivation.
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Competency-Based Education in Higher Education
Personalized learning means designing learning experiences to meet the specific needs of individual students.
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Enhancing Language Teaching Materials Through Artificial Intelligence: Opportunities and Challenges
Optimizing language acquisition outcomes by customizing educational experiences to suit the needs, preferences, and proficiency levels of individual learners, frequently with the assistance of AI.
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English Language Teachers' Perceptions on AI's Role in Alleviating Digital Burnout
An educational approach that tailors instruction and learning experiences to meet the specific needs, preferences, and abilities of individual learners, often facilitated through adaptive technologies and customized content.
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Developing Appreciative College Experience with Personal Learning Networks
An personal development scheme to encourage individual’s online participation of learning activities, say, in the context of higher education institution (university) where individual students and teachers need to participate online to individualize, facilitate, encourage, and empower student learning online.
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Modeling Interactive Behaviors While Learning With Digitized Objects in Virtual Reality Environments
An instructional system or technology that aims to tailor instructional content to the specific needs of different learners. Personalization of instruction entails real-time capture and analysis of data from student interactions as a means to select and deliver the most suitable instructional content.
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Creating a Culture of Innovation: The Case of the Pedagogical Innovation Center at the Polytechnic of Porto
Personalized learning involves tailoring educational experiences to meet individual learner needs, preferences, and goals. It emphasizes learner-centric approaches that provide customized content, pacing, and assessments based on learner characteristics and progress.
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A Vision for Deeper Agency and Personalization in Micro-Credentials
An educational approach which tailors the learning experience to learners’ unique characteristics, such as their passions, interests, strengths, goals, needs, and preferences.
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