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Trustable AI: Explain the Values of an Open Learner Model

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Bibliographic Details
Title:	Trustable AI: Explain the Values of an Open Learner Model
Authors:	Somny, Maeva, Lefevre, Marie, Guin, Nathalie
Contributors:	SOMNY, Maeva
Publisher Information:	2025.
Publication Year:	2025
Subject Terms:	[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]
Description:	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.
Document Type:	Conference object
Language:	English
Access URL:	https://hal.science/hal-05189735v1
Accession Number:	edsair.od......3067..a83aad9e08e502ed41357b5d5c5a7f8e
Database:	OpenAIRE

Description
Abstract:	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.