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

M. Trudel-Ferland; A. Ghodbane; M. Yoshida; A. B. Kouki; J. M. Lina; D. Deslandes; M. Zhuldybina

doi:10.1109/ETOP64842.2025.11030638

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

M. Trudel-Ferland
, A. Ghodbane
, M. Yoshida
, A. B. Kouki
, J. M. Lina
, D. Deslandes
, M. Zhuldybina

École de technologie supérieure

Résultats de recherche: Chapitre dans un livre, rapport, actes de conférence › Participation à un ouvrage collectif lié à un colloque ou une conférence › Revue par des pairs

1 Citation (Scopus)

Résumé

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.

langue originale	Anglais
titre	2025 IEEE Conference on Education and Training in Optics and Photonics, ETOP 2025 - Proceedings
Editeur	Institute of Electrical and Electronics Engineers Inc.
ISBN (Electronique)	9798331543013
Les DOIs	https://doi.org/10.1109/ETOP64842.2025.11030638
état	Publié - 2025
Evénement	2025 IEEE Conference on Education and Training in Optics and Photonics, ETOP 2025 - Glasgow, Royaume-Uni Durée: 19 mai 2025 → 22 mai 2025

Série de publications

Nom	2025 IEEE Conference on Education and Training in Optics and Photonics, ETOP 2025 - Proceedings

Conférence

Conférence	2025 IEEE Conference on Education and Training in Optics and Photonics, ETOP 2025
Pays/Territoire	Royaume-Uni
La ville	Glasgow
période	19/05/25 → 22/05/25

SDG des Nations Unies

Ce résultat contribue à ou aux Objectifs de développement durable suivants

SDG 4 – Education de qualité

Accès au document

10.1109/ETOP64842.2025.11030638

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Contient cette citation

Trudel-Ferland, M., Ghodbane, A., Yoshida, M., Kouki, A. B., Lina, J. M., Deslandes, D., & Zhuldybina, M. (2025). CoulombCompagnon: An Intelligent Tutoring System for Enhancing Electromagnetic Concepts Understanding in Engineering Education. Dans 2025 IEEE Conference on Education and Training in Optics and Photonics, ETOP 2025 - Proceedings (2025 IEEE Conference on Education and Training in Optics and Photonics, ETOP 2025 - Proceedings). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ETOP64842.2025.11030638

Trudel-Ferland, M. ; Ghodbane, A. ; Yoshida, M. et al. / CoulombCompagnon : An Intelligent Tutoring System for Enhancing Electromagnetic Concepts Understanding in Engineering Education. 2025 IEEE Conference on Education and Training in Optics and Photonics, ETOP 2025 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 2025. (2025 IEEE Conference on Education and Training in Optics and Photonics, ETOP 2025 - Proceedings).

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title = "CoulombCompagnon: An Intelligent Tutoring System for Enhancing Electromagnetic Concepts Understanding in Engineering Education",

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.",

keywords = "AI in learning, adaptive learning, electromagnetism education, engineering education, intelligent tutoring system, problem-solving skills",

author = "M. Trudel-Ferland and A. Ghodbane and M. Yoshida and Kouki, \{A. B.\} and Lina, \{J. M.\} and D. Deslandes and M. Zhuldybina",

note = "Publisher Copyright: {\textcopyright} 2025 IEEE.; 2025 IEEE Conference on Education and Training in Optics and Photonics, ETOP 2025 ; Conference date: 19-05-2025 Through 22-05-2025",

year = "2025",

doi = "10.1109/ETOP64842.2025.11030638",

language = "English",

series = "2025 IEEE Conference on Education and Training in Optics and Photonics, ETOP 2025 - Proceedings",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

booktitle = "2025 IEEE Conference on Education and Training in Optics and Photonics, ETOP 2025 - Proceedings",

}

Trudel-Ferland, M, Ghodbane, A, Yoshida, M, Kouki, AB , Lina, JM , Deslandes, D & Zhuldybina, M 2025, CoulombCompagnon: An Intelligent Tutoring System for Enhancing Electromagnetic Concepts Understanding in Engineering Education. Dans 2025 IEEE Conference on Education and Training in Optics and Photonics, ETOP 2025 - Proceedings. 2025 IEEE Conference on Education and Training in Optics and Photonics, ETOP 2025 - Proceedings, Institute of Electrical and Electronics Engineers Inc., 2025 IEEE Conference on Education and Training in Optics and Photonics, ETOP 2025, Glasgow, Royaume-Uni, 19/05/25. https://doi.org/10.1109/ETOP64842.2025.11030638

CoulombCompagnon: An Intelligent Tutoring System for Enhancing Electromagnetic Concepts Understanding in Engineering Education. / Trudel-Ferland, M.; Ghodbane, A.; Yoshida, M. et al.
2025 IEEE Conference on Education and Training in Optics and Photonics, ETOP 2025 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 2025. (2025 IEEE Conference on Education and Training in Optics and Photonics, ETOP 2025 - Proceedings).

Résultats de recherche: Chapitre dans un livre, rapport, actes de conférence › Participation à un ouvrage collectif lié à un colloque ou une conférence › Revue par des pairs

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AU - Trudel-Ferland, M.

AU - Ghodbane, A.

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AU - Kouki, A. B.

AU - Lina, J. M.

AU - Deslandes, D.

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AB - 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.

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KW - adaptive learning

KW - electromagnetism education

KW - engineering education

KW - intelligent tutoring system

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BT - 2025 IEEE Conference on Education and Training in Optics and Photonics, ETOP 2025 - Proceedings

PB - Institute of Electrical and Electronics Engineers Inc.

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ER -

Trudel-Ferland M, Ghodbane A, Yoshida M, Kouki AB , Lina JM , Deslandes D et al. CoulombCompagnon: An Intelligent Tutoring System for Enhancing Electromagnetic Concepts Understanding in Engineering Education. Dans 2025 IEEE Conference on Education and Training in Optics and Photonics, ETOP 2025 - Proceedings. Institute of Electrical and Electronics Engineers Inc. 2025. (2025 IEEE Conference on Education and Training in Optics and Photonics, ETOP 2025 - Proceedings). doi: 10.1109/ETOP64842.2025.11030638