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Explainable Artificial Intelligence (XAI): Adoption and Advocacy.

Authors :
Ridley, Michael
Source :
Information Technology & Libraries; Jun2022, Vol. 41 Issue 2, p1-17, 17p
Publication Year :
2022

Abstract

The field of explainable artificial intelligence (XAI) advances techniques, processes, and strategies that provide explanations for the predictions, recommendations, and decisions of opaque and complex machine learning systems. Increasingly academic libraries are providing library users with systems, services, and collections created and delivered by machine learning. Academic libraries should adopt XAI as a tool set to verify and validate these resources, and advocate for public policy regarding XAI that serves libraries, the academy, and the public interest. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
07309295
Volume :
41
Issue :
2
Database :
Complementary Index
Journal :
Information Technology & Libraries
Publication Type :
Academic Journal
Accession number :
157645414
Full Text :
https://doi.org/10.6017/ital.v41i2.14683