[{“box”:0,”content”:”[if 992 equals=”Open Access”]n
n
Open Access
nn
n
n[/if 992]n
n
n
n
n

n
Y. Abinivesh Reddy, Satyam Kumar Mishra, Shashwat Kumar, Samarth B,
n
- n t
n
n
n[/foreach]
n
n[if 2099 not_equal=”Yes”]n
- [foreach 286] [if 1175 not_equal=””]n t
- Student, Student, Student, Student Information Science and Engineering, BMS Institute of Technology and Management, Bengaluru, Information Science and Engineering, BMS Institute of Technology and Management, Bengaluru, Information Science and Engineering, BMS Institute of Technology and Management, Bengaluru, Information Science and Engineering, BMS Institute of Technology and Management, Bengaluru Karnataka, Karnataka, Karnataka, Karnataka India, India, India, India
n[/if 1175][/foreach]
n[/if 2099][if 2099 equals=”Yes”][/if 2099]n
Abstract
nFlexEdify is an innovative adaptive learning platform revolutionizing the educational experience by customizing content to meet the unique needs of each student. Utilizing state-of-the-art machine learning algorithms, the system promptly analyzes students’ real-time errors, meticulously storing them in a centralized database. This database serves as the cornerstone for adaptive questioning, allowing the platform to dynamically adjust subsequent content based on individual weaknesses. The platform features a user-friendly interface, guaranteeing accessibility for students of varying proficiency levels. Immediate feedback and analytics empower learners to comprehend and conquer their mistakes effectively. FlexEdify’s personalized learning paths, coupled with a comprehensive error database, collectively present a robust tool for educators, streamlining the creation of targeted remedial content and fostering a more efficient learning process. This technological advancement signifies a substantial leap in education technology, promoting both student mastery and heightened engagement. FlexEdify not only supports diverse learning styles but also provides educators with detailed insights into student performance, enabling more informed instructional decisions and a more responsive educational environment. Through continuous adaptation and feedback, FlexEdify ensures that learning is both effective and engaging, preparing students for future academic success.
n
Keywords: Adaptive Learning, Personalized Education, Real-time Feedback, Machine Learning Algorithms, Educational Technology
n[if 424 equals=”Regular Issue”][This article belongs to Journal of Multimedia Technology & Recent Advancements(jomtra)]
n
n
n
n
n
nn[if 992 equals=”Open Access”] Full Text PDF Download[/if 992] n
nn[if 379 not_equal=””]n
Browse Figures
n
n
n[/if 379]n
References
n[if 1104 equals=””]n
- Kem D. Personalised and adaptive learning: Emerging learning platforms in the era of digital and smart learning. International Journal of Social Science and Human Research. 2022 Feb;5(2):385-91.
- El-Sabagh HA. Adaptive e-learning environment based on learning styles and its impact on development students’ engagement. International Journal of Educational Technology in Higher Education. 2021 Oct 1;18(1):53.
- Kabudi T, Pappas I, Olsen DH. AI-enabled adaptive learning systems: A systematic mapping of the literature. Computers and Education: Artificial Intelligence. 2021 Jan 1;2:100017.
- Verdú Pérez E, Regueras Santos LM, Verdú Pérez MJ, Castro Fernández JP, Pérez Juárez MÁ. An analysis of the research on adaptive learning: the next generation of e-learning. WSEAS Transactions on Information Science and Applications. 2008;5(6):859-68.
- Ling HC, Chiang HS. Learning performance in adaptive learning systems: a case study of web programming learning recommendations. Frontiers in Psychology. 2022 Jan 28;13:770637.
- Joshi, M.A. 2024. Adaptive Learning through Artificial Intelligence. International Journal on Integrated Education. 7, 2 (Feb. 2024), 41-43. available at: https://ssrn.com/abstract=4514887.
- Peng H, Ma S, Spector JM. Personalized adaptive learning: an emerging pedagogical approach enabled by a smart learning environment. Smart Learning Environments. 2019 Dec;6(1):1-4.
- Jing Y, Zhao L, Zhu K, Wang H, Wang C, Xia Q. Research landscape of adaptive learning in education: A bibliometric study on research publications from 2000 to 2022. Sustainability. 2023 Feb 8;15(4):3115.
- Zawacki-Richter O, Marín VI, Bond M, Gouverneur F. Systematic review of research on artificial intelligence applications in higher education–where are the educators?. International Journal of Educational Technology in Higher Education. 2019 Dec;16(1):1-27.
- Fadieieva LO. Adaptive learning: a cluster-based literature review (2011-2022). Educational Technology Quarterly. 2023 Sep 12;2023(3):319-66.
- Minn S. AI-assisted knowledge assessment techniques for adaptive learning environments. Computers and Education: Artificial Intelligence. 2022 Jan 1;3:100050.
nn[/if 1104][if 1104 not_equal=””]n
- [foreach 1102]n t
- [if 1106 equals=””], [/if 1106][if 1106 not_equal=””],[/if 1106]
n[/foreach]
n[/if 1104]
nn
nn[if 1114 equals=”Yes”]n
n[/if 1114]
n
n

n
Journal of Multimedia Technology & Recent Advancements
n
n
n
n
n
n
| Volume | 11 | |
| [if 424 equals=”Regular Issue”]Issue[/if 424][if 424 equals=”Special Issue”]Special Issue[/if 424] [if 424 equals=”Conference”][/if 424] | 02 | |
| Received | June 4, 2024 | |
| Accepted | July 15, 2024 | |
| Published | August 2, 2024 |
n
n
n
n
n
n nfunction myFunction2() {nvar x = document.getElementById(“browsefigure”);nif (x.style.display === “block”) {nx.style.display = “none”;n}nelse { x.style.display = “Block”; }n}ndocument.querySelector(“.prevBtn”).addEventListener(“click”, () => {nchangeSlides(-1);n});ndocument.querySelector(“.nextBtn”).addEventListener(“click”, () => {nchangeSlides(1);n});nvar slideIndex = 1;nshowSlides(slideIndex);nfunction changeSlides(n) {nshowSlides((slideIndex += n));n}nfunction currentSlide(n) {nshowSlides((slideIndex = n));n}nfunction showSlides(n) {nvar i;nvar slides = document.getElementsByClassName(“Slide”);nvar dots = document.getElementsByClassName(“Navdot”);nif (n > slides.length) { slideIndex = 1; }nif (n (item.style.display = “none”));nArray.from(dots).forEach(nitem => (item.className = item.className.replace(” selected”, “”))n);nslides[slideIndex – 1].style.display = “block”;ndots[slideIndex – 1].className += ” selected”;n}n”}]