The IRMA Community
Newsletters
Research IRM
Click a keyword to search titles using our InfoSci-OnDemand powered search:
|
Exploring the Efficacy of Adaptive Learning Platforms Enhanced by Artificial Intelligence: A Comprehensive Review
|
|
Author(s): Puneet Kumar (Kalinga University, India), Sangeet Vashishtha (IIMT University, India), Pooja Sharma (IIMT University, India)and Ekansh Agarwal (NIMS University, India)
Copyright: 2024
Pages: 22
Source title:
Integrating Generative AI in Education to Achieve Sustainable Development Goals
Source Author(s)/Editor(s): Ruchi Doshi (Universidad Azteca, Mexico), Manish Dadhich (Sir Padampat Singhania University, India), Sandeep Poddar (Lincoln University College, Malaysia)and Kamal Kant Hiran (Sir Padampat Singhania University, India & Lincoln University College, Malaysia)
DOI: 10.4018/979-8-3693-2440-0.ch008
Purchase
|
Abstract
This research study explores the rapidly growing area of AI-powered adaptive learning systems and how they are influencing individualised education. The purpose of this research is to examine these systems' capacities to improve education for students from a variety of backgrounds, as well as their limitations and opportunities. Adaptive learning, which includes data analytics, machine learning models, and algorithms driven by artificial intelligence, is the focus of this review. Learners' requirements and preferences are taken into account as these technologies adapt the delivery of content, tempo, and evaluation methods to each individual. The study also looks at how adaptive learning platforms driven by AI affect students' motivation, grades, and ability to remember what they've learned. Additionally, the authors look into ethical concerns related to data privacy, algorithmic biases, and fair access to technology.
Related Content
|
Frederic Andres.
© 2027.
14 pages.
|
|
Kalsoom Safdar, Khairul Najmy Abdul Rani, Mohd Aminudin Jamlos, Siti Julia Rosli, Muhammad Usman Younus, Zanab Safdar.
© 2027.
27 pages.
|
|
Bani Adam, Binastya Anggara Sekti, Muhammad Adi Zacky Zahran.
© 2027.
24 pages.
|
|
Swetha Margaret T. A., Renuka Devi D..
© 2027.
31 pages.
|
|
Maurice Saluschke, Michael Schulz.
© 2027.
30 pages.
|
|
Mirjam Sepesy Maučec, Gregor Donaj.
© 2027.
16 pages.
|
|
Jorge A. Ruiz-Vanoye, Ocotlan Diaz-Parra, Ricardo A. Barrera-Cámara, Alejandro Fuentes-Penna, Francisco R. Trejo-Macotela, Jaime Aguilar-Ortiz, Eric Simancas-Acevedo.
© 2027.
21 pages.
|
|
|