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Libraries, Leadership, and Synergies - Serials Decision Analytics Part 2: From GreenGlass Serials Datasets to Decision Insights at Scale - A Large Serials Analysis with Al Tools, Machine Learning, and Relational Database Programming in an R1 Flagship Library System.

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Title: Libraries, Leadership, and Synergies - Serials Decision Analytics Part 2: From GreenGlass Serials Datasets to Decision Insights at Scale - A Large Serials Analysis with Al Tools, Machine Learning, and Relational Database Programming in an R1 Flagship Library System.
Authors: Mays, Antje1 antjemays@uky.edu
Source: Against the Grain. Jun2026, Vol. 38 Issue 3, p44-51. 4p.
Subject Terms: *Artificial intelligence, *Machine learning, *Research libraries, Collection management (Libraries), Electronic journals, Data curation, Relational databases, Serial publications
Company/Entity: OCLC Online Computer Library Center Inc.
Abstract: The article examines how large research libraries can use data analysis and artificial intelligence to make informed print serials collection management decisions while preserving access to scholarly resources. Topics include the use of OCLC's GreenGlass for large-scale serials analysis, the application of AI and database tools to transform complex holdings data into actionable decisions, and balancing space-saving objectives with preservation, stewardship, and long-term access commitments.
Database: Education Research Complete
FullText Text:
  Availability: 0
Header DbId: ehh
DbLabel: Education Research Complete
An: 194341705
AccessLevel: 6
PubType: Academic Journal
PubTypeId: academicJournal
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  Data: Libraries, Leadership, and Synergies - Serials Decision Analytics Part 2: From GreenGlass Serials Datasets to Decision Insights at Scale - A Large Serials Analysis with Al Tools, Machine Learning, and Relational Database Programming in an R1 Flagship Library System.
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  Data: <searchLink fieldCode="JN" term="%22Against+the+Grain%22">Against the Grain</searchLink>. Jun2026, Vol. 38 Issue 3, p44-51. 4p.
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  Data: The article examines how large research libraries can use data analysis and artificial intelligence to make informed print serials collection management decisions while preserving access to scholarly resources. Topics include the use of OCLC's GreenGlass for large-scale serials analysis, the application of AI and database tools to transform complex holdings data into actionable decisions, and balancing space-saving objectives with preservation, stewardship, and long-term access commitments.
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=ehh&AN=194341705
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      – Code: eng
        Text: English
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      – SubjectFull: Artificial intelligence
        Type: general
      – SubjectFull: Machine learning
        Type: general
      – SubjectFull: Research libraries
        Type: general
      – SubjectFull: Collection management (Libraries)
        Type: general
      – SubjectFull: Electronic journals
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      – SubjectFull: Data curation
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      – SubjectFull: Relational databases
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      – SubjectFull: Serial publications
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      – SubjectFull: OCLC Online Computer Library Center Inc.
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      – TitleFull: Libraries, Leadership, and Synergies - Serials Decision Analytics Part 2: From GreenGlass Serials Datasets to Decision Insights at Scale - A Large Serials Analysis with Al Tools, Machine Learning, and Relational Database Programming in an R1 Flagship Library System.
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              Text: Jun2026
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              Y: 2026
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            – TitleFull: Against the Grain
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