ItemConference Paper

Transforming Classrooms with Adaptive Content: From One-Size-Fits-All to Personalized Mastery

Title
Transforming Classrooms with Adaptive Content: From One-Size-Fits-All to Personalized Mastery
Creator
Nagarathna, C.R.; Murgod, Tejaswini R; Nandini, G.; Bhagya, K.; Santrupth, B.C.; Anoop, G.L.
Description
Educational disparities continue to be a great hindrance in contemporary learning settings as a result of the inability of conventional methods, founded on the single-size-fits-all principle, to address the divergent demands of students' thinking. This envisioned technological intervention is a paradigm shift to personalized delivery of educational content through cutting-edge artificial intelligence methodologies. The strategy bridges the gap between innovation in technology and pedagogical impact, resulting in democratization of learning experience. This is especially transformative for students from marginalized communities, who have in the past been excluded from accessing customized educational resources because of the lack of access to quality education. 2025 IEEE.
Source
2025 Control Instrumentation System Conference, CISCON 2025;
Date
01-01-2025
Publisher
Institute of Electrical and Electronics Engineers Inc.
Subject
Adaptive learning; AI in education; machine learning; natural language processing; personalized content
Coverage
Nagarathna C.R., BNM Institute of Technology, Department of AI and ML, Bangalore, India; Murgod T.R., BNM Institute of Technology, Department of AI and ML, Bangalore, India; Nandini G., BNM Institute of Technology, Department of ISE, Bangalore, India; Bhagya K., CMR University, Department of CSE, Karnatka, Bengaluru, India; Santrupth B.C., Christ University, Department of AIML & DS, Karnataka, Bangalore, India; Anoop G.L., Christ Universityn, Department of CSE, Karnataka, Bangalore, India
Rights
Restricted Access; Hardcopy may be available in the library
Relation
ISBN: 979-833159773-3;
Format
online
Language
English
Type
Conference paper

Citation

Nagarathna, C.R.; Murgod, Tejaswini R; Nandini, G.; Bhagya, K.; Santrupth, B.C.; Anoop, G.L., “Transforming Classrooms with Adaptive Content: From One-Size-Fits-All to Personalized Mastery,” CHRIST (Deemed To Be University) Institutional Repository, accessed June 19, 2026, https://archives.christuniversity.in/items/show/25791.

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