Navigating the AI-Driven Metadata Landscape: A Human Centered Approach

This research explores the use of AI in metadata tasks within information organizations, based on a global survey of professionals. The survey examined perceived benefits, challenges, concerns, and necessary competencies for integrating AI into metadata creation and management. Key findings indicate a generally positive outlook on AI's potential benefits, particularly for enriching and linking metadata, but also highlight concerns regarding transparency, bias, and the critical need for human oversight and skilled professionals. The analysis identifies benefits, challenges, and concerns as distinct factors influencing AI adoption and emphasizes the importance of confidence and continuous skill development for successful implementation.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-05-15
DOI
https://doi.org/10.5281/zenodo.15471186
Primary Topic
Liver physiology and pathology
Type
article
Field-Weighted Citation Impact
0.00
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article

Navigating the AI-Driven Metadata Landscape: A Human Centered Approach

Zenodo (CERN European Organization for Nuclear Research)
Liver physiology and pathology
article

Navigating the AI-Driven Metadata Landscape: A Human Centered Approach

article en

Abstract

This research explores the use of AI in metadata tasks within information organizations, based on a global survey of professionals. The survey examined perceived benefits, challenges, concerns, and necessary competencies for integrating AI into metadata creation and management. Key findings indicate a generally positive outlook on AI's potential benefits, particularly for enriching and linking metadata, but also highlight concerns regarding transparency, bias, and the critical need for human oversight and skilled professionals. The analysis identifies benefits, challenges, and concerns as distinct factors influencing AI adoption and emphasizes the importance of confidence and continuous skill development for successful implementation.

Zenodo (CERN European Organization for Nuclear Research)
Stuttgart Media University (DE), Chemnitz University of Technology (DE)
Quality Education
Openalex Percentile: Top 42%
Liver physiology and pathology
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