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AI-powered Automatic Item Generation for Psychological Tests: A Conceptual Framework for an LLM-based Multi-Agent AIG System

Crossref DOI link: https://doi.org/10.1007/s10869-025-10067-y

Published Online: 2025-08-26

Update policy: https://doi.org/10.1007/springer_crossmark_policy

Authors

Lee, Philseok https://orcid.org/0000-0002-6965-0808
Son, Mina https://orcid.org/0000-0002-0570-9153
Jia, Zihao https://orcid.org/0000-0001-8416-2207
License Information

Text and Data Mining valid from 2025-08-26

Version of Record valid from 2025-08-26
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Article History

Accepted: 12 August 2025

First Online: 26 August 2025

Declarations

:

: The authors declare that they have no conflict of interest.