Fuzzy logic-based mathematical modeling and optimization of ICT integration in primary education curriculum

To integrate competency-based curricular frameworks, this study examines how Indian primary school educators in public schools use information and communication technology (ICT). To maximize ICT utilization, the paper suggests a mathematical strategy combining Computational algorithms with fuzzy logic. To evaluate student performance data, pinpoint learning gaps, and offer tailored recommendations, it delves into the possibilities, difficulties, and present state of practice of Fuzzy Logic. Fuzzy logic integration also makes it possible to handle ambiguity in educational data. The usefulness of this approach in improving instructional strategies and student results is assessed through empirical investigation and case studies. This work advances educational technology as well as teaching by providing a methodical framework for utilizing ICT to enhance learning in a variety of settings.

Authors

Publication Details

Journal
Journal of Information and Optimization Sciences
Published
2025-01-01
DOI
https://doi.org/10.47974/jios-1921
Citations
1
Primary Topic
Educational Technology and Assessment
Type
article
Field-Weighted Citation Impact
3.25
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Fuzzy logic-based mathematical modeling and optimization of ICT integration in primary education curriculum

Meenakshi Narula, Govind Murari Upadhyay, Susheela Vishnoi, Prashant Vats et al.
1 citations
Journal of Information and Optimization Sciences
Educational Technology and Assessment
3.25
article

Fuzzy logic-based mathematical modeling and optimization of ICT integration in primary education curriculum

Meenakshi Narula, Govind Murari Upadhyay, Susheela Vishnoi, Prashant Vats, Kamiya Vats, Surabhi Shanker
article en
1 citations

Abstract

To integrate competency-based curricular frameworks, this study examines how Indian primary school educators in public schools use information and communication technology (ICT). To maximize ICT utilization, the paper suggests a mathematical strategy combining Computational algorithms with fuzzy logic. To evaluate student performance data, pinpoint learning gaps, and offer tailored recommendations, it delves into the possibilities, difficulties, and present state of practice of Fuzzy Logic. Fuzzy logic integration also makes it possible to handle ambiguity in educational data. The usefulness of this approach in improving instructional strategies and student results is assessed through empirical investigation and case studies. This work advances educational technology as well as teaching by providing a methodical framework for utilizing ICT to enhance learning in a variety of settings.

Journal of Information and Optimization SciencesVol. 46(2)
Openalex Percentile: Top 10%
Educational Technology and Assessment
3.25
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.