A Transparency Index Framework for AI in Education

Chaudhry, Muhammad Ali; Cukurova, Mutlu; Luckin, Rose

doi:10.1007/978-3-031-11647-6_33

Cited by 53Ethics and Social Impacts of AIArtificial Intelligence in EducationExplainable Artificial Intelligence (XAI)

A Transparency Index Framework for AI in Education

Chaudhry, Muhammad Ali, Cukurova, Mutlu, Luckin, Rose·2022·Lecture Notes in Computer Science

DOI 10.1007/978-3-031-11647-6_33

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Based on transparency index and three tiers, most reviewed study reached at-most Tier 1 (n = 109), merely considered transparent to AI researchers and practitioners.
“Based on the transparency index and the three tiers of transparency (Chaudhry et al., 2022), most of the reviewed study reached at-most Tier 1 (n = 109), which is merely considered transparent to AI researchers and practitioners.”
From Practical and ethical challenges of large language models in education: A systematic scoping review (2024) · cites this paper as Chaudhry et al., 2022

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A Transparency Index Framework for Machine Learning powered AI in Education
Chaudhry, M. A. (2023) · UCL Discovery (University College London)
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Authors: Chaudhry, M. A., Cukurova, M., & Luckin, R.
Affiliations: University College London (GB)
Corresponding author: Chaudhry, Muhammad Ali
ORCID: Chaudhry, Muhammad Ali
Cukurova, Mutlu
Venue: Lecture Notes in Computer Science
Publisher: Springer International Publishing
Published: 2022
Pages: 195-198
ISSN: 0302-9743 (ISSN-L)
1611-3349
DOI: 10.1007/978-3-031-11647-6_33
OpenAlex: W4287964718
Cited by: 53
References: 9
Citations by year: 2026: 15 · 2025: 18 · 2024: 14 · 2023: 5 · 2022: 1
FWCI: 9.44
Type: conference paper
Language: en
Open access: closed
Licence: www.springer.com/tdm (tdm)
www.springer.com/tdm (vor)
Locations: Lecture notes in computer science (publishedVersion)
Topics: Social Sciences › Safety Research › Ethics and Social Impacts of AI
Physical Sciences › Computer Science › Information Systems › Artificial Intelligence in Education
Physical Sciences › Computer Science › Artificial Intelligence › Explainable Artificial Intelligence (XAI)
Keywords: AI transparency, transparency index, artificial intelligence in education, AI ethics, co-design, stakeholder needs, educational technology, AI ethics framework

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A Transparency Index Framework for AI in Education

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