Discovery with Linked Open Data: Leveraging Wikidata for Context and - - PowerPoint PPT Presentation

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Mar 08, 2023 7 likes •139 views

Discovery with Linked Open Data: Leveraging Wikidata for Context and Exploration Lucas Mak Devin Higgins (me) @devinhhi Michigan State University Libraries Digital Repository: https://d.lib.msu.edu Main Idea Use linked data to provide

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Discovery with Linked Open Data: Leveraging Wikidata for Context and Exploration

Lucas Mak Devin Higgins (me) @devinhhi

Michigan State University Libraries Digital Repository: https://d.lib.msu.edu

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Main Idea Use linked data to provide meaningful information about subject headings, and provide avenues for discovery through hierarchical subject connections and enriched context.

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FAST subjects provide the links

OCLC publishes FAST as linked data in 2011.

○ Available via bulk download or via API ○ Contains links to: ■ LCSH, LCNAF, VIAF, GeoNames ■ And more...

Experimental reconciliation against Wikipedia in 2016

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Subject Knowledge Cards

Connections Broader, Narrower and Related Terms; Context Data points from Wikidata and DBpedia

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Use AJAX to gather data about subjects

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Via API Broader Terms: Subject → <skos:broader> Related Terms: Subject → <skos:related> Narrower Terms: <skos:broader> → Subject Cross reference in repository: Only display terms that appear in our index.

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Data points captured via SPARQL query of WikiData

General Image, Abstract, Wikipedia link Geographic names Coordinates, Country, Capital, Official language Corporate bodies Founder, Start date, End date, Location, Headquarters location, Website Person Birth date, Death date, Gender, Occupation

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Limitations

Not every concept/entity has a Wikidata entry

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Esp. subdivided headings, compound headings, headings qualified by nationality, ethnic

group, or language

Differences in data modeling

○ Wikidata has separate entries for Asparagus (genus), ○ Asparagus officinalis (species), and Asparagus ○ (vegetable). FAST / LCSH collapses these into one.

Name changes

○ FAST / LCSH separate entries for Michigan State University / Michigan State College. Wikidata treats these as aliases of the same entity.

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Limitations

Wikipedia: its vastness, inconsistency, lacunae

○ Tertiary source, “needs its own lens of both caution and possibility” -- Anasuya Sengupta, DLF 2018

Library of Congress: Slowness to change,

incompleteness, unfitness for many knowledges.

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