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Trustable AI: Explain the Values of an Open Learner Model

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Název:	Trustable AI: Explain the Values of an Open Learner Model
Autoři:	Somny, Maeva, Lefevre, Marie, Guin, Nathalie
Přispěvatelé:	SOMNY, Maeva
Informace o vydavateli:	2025.
Rok vydání:	2025
Témata:	[INFO.EIAH] Computer Science [cs]/Technology for Human Learning, Self-Regulation, Explainable AI, Computer-Based Learning Environment, Competency-Based Approach, Learner Profile, [INFO] Computer Science [cs]
Popis:	The Competency-Based Approach (CBA), when combined with Technology-Enhanced Learning environments (TEL), can be used to generate competency profiles for each learner. This profile, intended for the learner from a self-regulation perspective, is a complex element to fully grasp. Therefore, it is necessary to provide explanations (XAI) to support understanding. These explanations also aim to enhance the learner's trust in the profile's values, and by extension, in the TEL environment itself.
Druh dokumentu:	Conference object
Jazyk:	English
Přístupová URL adresa:	https://hal.science/hal-05189735v1
Přístupové číslo:	edsair.od......3067..a83aad9e08e502ed41357b5d5c5a7f8e
Databáze:	OpenAIRE

Popis
Abstrakt:	The Competency-Based Approach (CBA), when combined with Technology-Enhanced Learning environments (TEL), can be used to generate competency profiles for each learner. This profile, intended for the learner from a self-regulation perspective, is a complex element to fully grasp. Therefore, it is necessary to provide explanations (XAI) to support understanding. These explanations also aim to enhance the learner's trust in the profile's values, and by extension, in the TEL environment itself.