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Multi-Modal XAI Framework for Trustworthy Higher Education Applications

Year: 2025

Type: article

Abstract: In this paper, we propose a framework that integrates XAI methods in higher education applications. The framework aims to provide clear, transparent, trustworthy AI-based systems. The framework we developed addresses different challenges that hinder the integration of XAI in education and utilising Design Science Research (DSR) to ensure the research rigour through the lens of affordance theory to examine the interaction between the AI-based application and the educators as end-users.

Source: Journal of the Association for Information Systems

Authors: Altukhi, Zaid M, Pradhan, Sojen

Institution: University of Technology Sydney

Language: English

Topic: Explainable Artificial Intelligence (XAI)

Subfield: Artificial Intelligence

Field: Computer Science

Domain: Physical Sciences

SDG: Quality education

Open Access status: green

OpenAlex ID: W7048981626

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