Knowledge graph-based intelligent data management and information innovation service model for university library systems

Fanru Liu

doi:10.1371/journal.pone.0341307

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Open Access

Peer-reviewed

Research Article

Knowledge graph-based intelligent data management and information innovation service model for university library systems

Fanru Liu

Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Project administration, Resources, Software, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing

* E-mail: liufanru@dlut.edu.cn

Affiliation Dalian University of Technology Library, Dalian University of Technology, Dalian, Liaoning, China

https://orcid.org/0000-0002-3292-2398

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Knowledge graph-based intelligent data management and information innovation service model for university library systems

Fanru Liu

Published: January 16, 2026
https://doi.org/10.1371/journal.pone.0341307

About the Authors

Fanru Liu

Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Project administration, Resources, Software, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing

* E-mail: liufanru@dlut.edu.cn

Affiliation Dalian University of Technology Library, Dalian University of Technology, Dalian, Liaoning, China

https://orcid.org/0000-0002-3292-2398

Competing Interests

The authors have declared that no competing interests exist.

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Data management
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Intelligence
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Human learning
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Artificial intelligence
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Information architecture
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Libraries
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Data processing
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Semantics
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