CoulombCompagnon: An Intelligent Tutoring System for Enhancing Electromagnetic Concepts Understanding in Engineering Education

Research output: Contribution to Book/Report typesContribution to conference proceedingspeer-review

Abstract

This paper introduces CoulombCompagnon, an intelligent individual tutoring system designed to enhance the comprehension of complex electromagnetic concepts among electrical engineering students. Utilizing AI-driven adaptive learning techniques, this system provides a customized bank of exercises and conceptual resources specifically made to meet individual student needs. Integrated personalized feedback mechanisms gather data on student performance, enabling educators to pinpoint and address challenging areas. This facilitates the creation of personalized problem sets for each student, effectively bridging the gap between theoretical knowledge and practical application while deepening their understanding of electromagnetic principles.

Original languageEnglish
Title of host publicationEducation and Training in Optics and Photonics, ETOP 2025
EditorsAkhil Kallepalli
PublisherSPIE
ISBN (Electronic)9781510693647
DOIs
Publication statusPublished - 7 Jul 2025
EventEducation and Training in Optics and Photonics, ETOP 2025 - Glasgow, United Kingdom
Duration: 19 May 202522 May 2025

Publication series

NameProceedings of SPIE - The International Society for Optical Engineering
Volume13706
ISSN (Print)0277-786X
ISSN (Electronic)1996-756X

Conference

ConferenceEducation and Training in Optics and Photonics, ETOP 2025
Country/TerritoryUnited Kingdom
CityGlasgow
Period19/05/2522/05/25

!!!Keywords

  • AI in learning
  • adaptive learning
  • electromagnetism education
  • engineering education
  • intelligent tutoring system
  • problem-solving skills

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