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June 5, 2017
Linked Data and
Library Discovery
WiLS Peer Council 2017
STEVE MEYER, DATA STRATEGIST
UNIVERSITY OF WISCONSIN–MADISON LIBRARIES
search-ld.library.wisc.edu
Improve library discovery
with NON-library data.
Data at My Library Data in the World Relevant to My Patrons
Zweizig’s Paradigm Shift
prefer the perspective of
the library in the
life of the user
rather than
the user in the
life of the library
Zweizig, Douglas Lough. Predicting Amount of Library Use: An Empircal Study of the Role of the Public
Library in the Life of the Adult Public. Dissertation, Syracuse University, 1973.
✓
Shifted Data Context
situate the Work within
all data about its
creator
rather than
merely data known
by the library
✓
11
The Web of Data
Entities & Things
(not strings)
“Things, Not Strings”
May 2012: Google Introduces its
Knowledge Graph
http://googleblog.blogspot.com/2012/05/introducing-knowledge-graph-things-not.html
“Things, Not Strings”
“Things, Not Strings”
“richer meaning
make some unexpected discoveries
discover new information quickly and easily
search for things, people or places that
Google knows about
next generation of search […] taps into the
collective intelligence of the web and
understands the world a bit more like
people do
18
Linked Data
Linking Open Data cloud diagram 2017, by Andrejs Abele, John P. McCrae, Paul Buitelaar, Anja Jentzsch and Richard Cyganiak.
http://lod-cloud.net/
W3C Data Activity
The Data Activity recognizes and works to overcome this diversity to
facilitate potentially Web-scale data
integration and processing.
… by providing standard data exchange formats, models, tools, and guidance.
The overall vision of the Data Activity is that
people and organizations should be able to share data
as far as possible using their existing tools and working
practices but in a way that enables others to derive and
add value and to utilize it in ways that suit them
http://www.w3.org/2013/data/
Linked
“share data as far as possible”
Data
“enables others to derive and
add value and to utilize it in
ways that suit them”
22
How Does it
Work?
“
”
The term Linked Data refers
to a set of best practices for
publishing and interlinking
structured data on the Web.
http://linkeddatabook.com/editions/1.0/#htoc8
Requirements
1. Identify Things
2. Make them Link-able
Crafting identifiers
1
2
3
…
Crafting identifiers
oclc/1
oclc/2
oclc/3
…
"Milwaukee Makerspace" by Pete Prodoehl
https://www.flickr.com/photos/raster/5406378168/
"Milwaukee Makerspace at the 2011 Frolics Parade" by jason gessner
https://www.flickr.com/photos/plural/5948309116/
oclc/704257552
"Milwaukee Makerspace at the 2011 Frolics Parade" by jason gessner
https://www.flickr.com/photos/plural/5948309116/
oclc/704257552
http://worldcat.org/oclc/1
http://www.worldcat.org/oclc/820123671
http://viaf.org/viaf/116053682
“
”
The Good Lord Bird's author is
James McBride.
36
RDFResource Description Framework
“
”
RDF is a standard model for data
interchange on the Web. RDF has
features that facilitate data merging
even if the underlying schemas differ,
and it specifically supports the
evolution of schemas over time
without requiring all the data
consumers to be changed.
https://www.w3.org/RDF/
by torroid
https://www.flickr.com/photos/torroid/10763192074
"Homage to Mr. Wetmore" by Jen Waller
https://www.flickr.com/photos/jenwaller/6111032796
RDF Triple
Familiar Version?
$book->setAuthor("James McBride");
Another Familiar Version?
SUBJECT
Predicate
OBJECT
http://krugman.blogs.nytimes.com/2014/04/11/the-return-of-expansionary-austerity/
Linking Open Data cloud diagram 2017, by Andrejs Abele, John P. McCrae, Paul Buitelaar, Anja Jentzsch and Richard Cyganiak.
http://lod-cloud.net/
http://
www.worldcat.org/
oclc/820123671
http://
viaf.org/viaf/
116053682
http://schema.org/author
51
What does
it look like?
by torroid
https://www.flickr.com/photos/torroid/10763192074
<http://www.worldcat.org/oclc/820123671> <http://schema.org/name> "The Good Lord Bird"
<http://www.worldcat.org/oclc/820123671> <http://schema.org/about> <http://id.worldcat
<http://www.worldcat.org/oclc/820123671> <http://www.w3.org/1999/02/22-rdf-syntax-ns#t
<http://www.worldcat.org/oclc/820123671> <http://schema.org/author> <http://viaf.org/v
<http://viaf.org/viaf/116053682> <http://www.w3.org/1999/02/22-rdf-syntax-ns#type> <ht
<http://viaf.org/viaf/116053682> <http://schema.org/name> "McBride, James" .
<http://id.worldcat.org/fast/1204155> <http://schema.org/name> "United States" .
<http://id.worldcat.org/fast/1204155> <http://www.w3.org/1999/02/22-rdf-syntax-ns#type
N-triples
Line-based plain text RDF
<div resource="http://www.worldcat.org/oclc/820123671"
typeof="http://schema.org/Book">
<h1 property="http://schema.org/name">The Good Lord Bird</h1>
<div property="http://schema.org/author"
resource="http://viaf.org/viaf/116053682"
typeof="http://schema.org/Person">
<h2 property="http://schema.org/name">McBride, James</h2>
</div>
<h3>Subjects</h3>
<ul>
<li property="http://schema.org/about"
resource="http://id.worldcat.org/fast/1204155"
typeof="http://schema.org/Place">
<span property="http://schema.org/name">United States</span>
</li>
</ul>
</div>
RDFa
RDF as attributes embedded in HTML
Turtle
RDF serialized for humans readability
@prefix schema: <http://schema.org/> .
<http://www.worldcat.org/oclc/820123671> a schema:Book ;
schema:about <http://id.worldcat.org/fast/1204155> ;
schema:author <http://viaf.org/viaf/116053682> ;
schema:name "The Good Lord Bird" .
<http://viaf.org/viaf/116053682> a schema:Person ;
schema:name "McBride, James, 1957-" .
<http://id.worldcat.org/fast/1204155> a schema:Place ;
schema:name "United States"
RDF/XML
Because someone wanted to read it with an XML parser
58
Vocabularies &
Ontologies
“Administrative” Vocabularies
RDF
RDF Concept Vocabulary
RDFS
Resource Description Framework Schema
OWL
Web Ontology Language
…
Descriptive Vocabularies
DC Terms
Dublin Core Metadata Terms
Schema
Schema.org vocabulary
Library
Library extensions to Schema.org
BIBFRAME
Library of Congress model for bibliographic
description
…
<http://viaf.org/viaf/79485320>
<http://www.w3.org/2002/07/owl#sameAs>
<http://dbpedia.org/resource/Michael_Pol
http://viaf.org/viaf/79485320
http://dbpedia.org/resource/Michael_Pollan
+
64
Entities,
or Things
"One of these Things is not like the others.”
© Attribution JD Hancock
https://www.flickr.com/photos/jdhancock/6216677689
“Things, Not Strings”
Why?
What
Works?
"Pizza Crime Context" by jamelah e.
© Attribution-NonCommercial-NoDerivs
https://www.flickr.com/photos/jamelah/4992871301/
76
Briefly: UW-Madison Libraries
Philosophy of Experimentation
See: library.wisc.edu/experiments/linked-data
“
”
With linked data, when you have
some of it, you can find other,
related, data.
“Linked Data.” Tim Berners-Lee. https://www.w3.org/DesignIssues/LinkedData.html
BIBFRAMEFully expressive RDF version of modern bibliographic description.
Yes, but…
don’t forget to link!
There’s a lot more data out there…
“globe" by nickestamp
© Attribution-NonCommercial-NoDerivs
https://www.flickr.com/photos/10588309@N00/118923209
81
Linked Data
in the Catalog
Systems in Play
System/Data Role Description
Local Catalog User Interface • Ruby on Rails + Solr web app
• Client of Alma APIs
circ availability, request functionality, etc.
• Think Blacklight/VuFind
Alma Resource Management
Platform
• JSON-LD bibliographic data API
• JSON-LD API returns entity URIs
based on LCNAF authority control
VIAF
Virtual International
Authority File
Identity Hub • Inbound: resolve Person data from LCNAF IDs
• Outbound: Person entities link to other data
related resources/entities on Web
Getty Vocabularies Linked Open Data source Contains cited entity descriptions
Dbpedia Linked Open Data source Linked Data descriptions from Wikipedia info
Wikidata Linked Open Data source • Linked Data descriptions from Wikipedia info
• Contains cited entity descriptions
BibCard
https://github.com/UW-Madison-Library/bibcard
PREFIX rdfs: <http://www.w3.org/2000/01/rdf-schema#>
PREFIX owl: <http://www.w3.org/2002/07/owl#>
PREFIX foaf: <http://xmlns.com/foaf/0.1/>
PREFIX dbo: <http://dbpedia.org/ontology/>
SELECT ?influenced ?influencedGivenName ?influencedSurname ?influencedSameAs
WHERE {
{
<http://dbpedia.org/resource/Pablo_Picasso> dbo:influenced ?influenced .
}
UNION
{
?influenced dbo:influencedBy <http://dbpedia.org/resource/Pablo_Picasso> .
}
?influenced foaf:givenName ?influencedGivenName .
?influenced foaf:surname ?influencedSurname .
OPTIONAL {
?influenced owl:sameAs ?influencedSameAs .
FILTER regex(STR(?influencedSameAs), "viaf.org").
}
}
• Query language similar to SQL
• Run against public RDF
repositories (triplestores)
• Executed as HTTP requests
SPARQL
How is this possible?
• Authority file data is well positioned to be Linked Data
• Major library systems players are cooperating
Vendors, Maintainers of National and/or Union Catalogs
• Well established, flexible technology patterns
platform model, caching, async web apps, object models
• Having a major data hub in VIAF
“an open book" by kate hiscock
© Attribution
https://www.flickr.com/photos/slightlyeverything/8228703176/
June 5, 2017
THANK YOU.
90
Catalog Examples:
Just for Fun
https://search-ld.library.wisc.edu/catalog/999911808002121
In Defense of Food
https://search-ld.library.wisc.edu/catalog/9910052189002121
Walden and Civil Disobedience
https://search-ld.library.wisc.edu/catalog/999667847902121
The Library in the Life of the User: Engaging with People Where They Live and Learn
http://www.oclc.org/research/publications/2015/
oclcresearch-library-in-life-of-user.html
Predicting amount of library use: an empirical study of the role of the public library
in the life of the adult public
https://search.library.wisc.edu/catalog/999546455002121
Introducing the Knowledge Graph: things, not strings
https://googleblog.blogspot.com/2012/05/introducing-knowledge-graph-things-
not.html
The Linking Open Data cloud diagram
http://lod-cloud.net/
W3C Data Activity: Building the Web of Data
http://www.w3.org/2013/data/
Linked Data: Evolving the Web into a Global Data Space
http://linkeddatabook.com/editions/1.0
RDF - Semantic Web Standards
https://www.w3.org/RDF/
Linked Data @ UW-Madison Libraries
https://www.library.wisc.edu/experiments/linked-data
Linked Data by Tim Berners-Lee
https://www.w3.org/DesignIssues/LinkedData.html
Virtual International Authority File (VIAF)
https://viaf.org
DBpedia
http://wiki.dbpedia.org
Wikidata
https://www.wikidata.org/wiki/Wikidata:Main_Page
Getty Vocabularies as Linked Open Data
http://www.getty.edu/research/tools/vocabularies/lod/
BibCard
https://github.com/UW-Madison-Library/bibcard
p.s. Don’t forget to follow the links!

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Linked Data and Discovery with Steve Meyer

  • 1. June 5, 2017 Linked Data and Library Discovery WiLS Peer Council 2017 STEVE MEYER, DATA STRATEGIST UNIVERSITY OF WISCONSIN–MADISON LIBRARIES
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  • 6. Improve library discovery with NON-library data.
  • 7. Data at My Library Data in the World Relevant to My Patrons
  • 8.
  • 9. Zweizig’s Paradigm Shift prefer the perspective of the library in the life of the user rather than the user in the life of the library Zweizig, Douglas Lough. Predicting Amount of Library Use: An Empircal Study of the Role of the Public Library in the Life of the Adult Public. Dissertation, Syracuse University, 1973. ✓
  • 10. Shifted Data Context situate the Work within all data about its creator rather than merely data known by the library ✓
  • 11. 11 The Web of Data Entities & Things (not strings)
  • 12. “Things, Not Strings” May 2012: Google Introduces its Knowledge Graph http://googleblog.blogspot.com/2012/05/introducing-knowledge-graph-things-not.html
  • 14. “Things, Not Strings” “richer meaning make some unexpected discoveries discover new information quickly and easily search for things, people or places that Google knows about next generation of search […] taps into the collective intelligence of the web and understands the world a bit more like people do
  • 15.
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  • 17.
  • 19. Linking Open Data cloud diagram 2017, by Andrejs Abele, John P. McCrae, Paul Buitelaar, Anja Jentzsch and Richard Cyganiak. http://lod-cloud.net/
  • 20. W3C Data Activity The Data Activity recognizes and works to overcome this diversity to facilitate potentially Web-scale data integration and processing. … by providing standard data exchange formats, models, tools, and guidance. The overall vision of the Data Activity is that people and organizations should be able to share data as far as possible using their existing tools and working practices but in a way that enables others to derive and add value and to utilize it in ways that suit them http://www.w3.org/2013/data/
  • 21. Linked “share data as far as possible” Data “enables others to derive and add value and to utilize it in ways that suit them”
  • 23. “ ” The term Linked Data refers to a set of best practices for publishing and interlinking structured data on the Web. http://linkeddatabook.com/editions/1.0/#htoc8
  • 24. Requirements 1. Identify Things 2. Make them Link-able
  • 25.
  • 26.
  • 29. "Milwaukee Makerspace" by Pete Prodoehl https://www.flickr.com/photos/raster/5406378168/
  • 30. "Milwaukee Makerspace at the 2011 Frolics Parade" by jason gessner https://www.flickr.com/photos/plural/5948309116/ oclc/704257552
  • 31. "Milwaukee Makerspace at the 2011 Frolics Parade" by jason gessner https://www.flickr.com/photos/plural/5948309116/ oclc/704257552
  • 32.
  • 35. “ ” The Good Lord Bird's author is James McBride.
  • 37. “ ” RDF is a standard model for data interchange on the Web. RDF has features that facilitate data merging even if the underlying schemas differ, and it specifically supports the evolution of schemas over time without requiring all the data consumers to be changed. https://www.w3.org/RDF/
  • 39. "Homage to Mr. Wetmore" by Jen Waller https://www.flickr.com/photos/jenwaller/6111032796
  • 43.
  • 44.
  • 46.
  • 47.
  • 48. Linking Open Data cloud diagram 2017, by Andrejs Abele, John P. McCrae, Paul Buitelaar, Anja Jentzsch and Richard Cyganiak. http://lod-cloud.net/
  • 50.
  • 53.
  • 54. <http://www.worldcat.org/oclc/820123671> <http://schema.org/name> "The Good Lord Bird" <http://www.worldcat.org/oclc/820123671> <http://schema.org/about> <http://id.worldcat <http://www.worldcat.org/oclc/820123671> <http://www.w3.org/1999/02/22-rdf-syntax-ns#t <http://www.worldcat.org/oclc/820123671> <http://schema.org/author> <http://viaf.org/v <http://viaf.org/viaf/116053682> <http://www.w3.org/1999/02/22-rdf-syntax-ns#type> <ht <http://viaf.org/viaf/116053682> <http://schema.org/name> "McBride, James" . <http://id.worldcat.org/fast/1204155> <http://schema.org/name> "United States" . <http://id.worldcat.org/fast/1204155> <http://www.w3.org/1999/02/22-rdf-syntax-ns#type N-triples Line-based plain text RDF
  • 55. <div resource="http://www.worldcat.org/oclc/820123671" typeof="http://schema.org/Book"> <h1 property="http://schema.org/name">The Good Lord Bird</h1> <div property="http://schema.org/author" resource="http://viaf.org/viaf/116053682" typeof="http://schema.org/Person"> <h2 property="http://schema.org/name">McBride, James</h2> </div> <h3>Subjects</h3> <ul> <li property="http://schema.org/about" resource="http://id.worldcat.org/fast/1204155" typeof="http://schema.org/Place"> <span property="http://schema.org/name">United States</span> </li> </ul> </div> RDFa RDF as attributes embedded in HTML
  • 56. Turtle RDF serialized for humans readability @prefix schema: <http://schema.org/> . <http://www.worldcat.org/oclc/820123671> a schema:Book ; schema:about <http://id.worldcat.org/fast/1204155> ; schema:author <http://viaf.org/viaf/116053682> ; schema:name "The Good Lord Bird" . <http://viaf.org/viaf/116053682> a schema:Person ; schema:name "McBride, James, 1957-" . <http://id.worldcat.org/fast/1204155> a schema:Place ; schema:name "United States"
  • 57. RDF/XML Because someone wanted to read it with an XML parser
  • 59. “Administrative” Vocabularies RDF RDF Concept Vocabulary RDFS Resource Description Framework Schema OWL Web Ontology Language …
  • 60. Descriptive Vocabularies DC Terms Dublin Core Metadata Terms Schema Schema.org vocabulary Library Library extensions to Schema.org BIBFRAME Library of Congress model for bibliographic description …
  • 62.
  • 65. "One of these Things is not like the others.” © Attribution JD Hancock https://www.flickr.com/photos/jdhancock/6216677689
  • 67. Why?
  • 69. "Pizza Crime Context" by jamelah e. © Attribution-NonCommercial-NoDerivs https://www.flickr.com/photos/jamelah/4992871301/
  • 70.
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  • 76. 76 Briefly: UW-Madison Libraries Philosophy of Experimentation See: library.wisc.edu/experiments/linked-data
  • 77. “ ” With linked data, when you have some of it, you can find other, related, data. “Linked Data.” Tim Berners-Lee. https://www.w3.org/DesignIssues/LinkedData.html
  • 78. BIBFRAMEFully expressive RDF version of modern bibliographic description. Yes, but… don’t forget to link!
  • 79. There’s a lot more data out there… “globe" by nickestamp © Attribution-NonCommercial-NoDerivs https://www.flickr.com/photos/10588309@N00/118923209
  • 80.
  • 82. Systems in Play System/Data Role Description Local Catalog User Interface • Ruby on Rails + Solr web app • Client of Alma APIs circ availability, request functionality, etc. • Think Blacklight/VuFind Alma Resource Management Platform • JSON-LD bibliographic data API • JSON-LD API returns entity URIs based on LCNAF authority control VIAF Virtual International Authority File Identity Hub • Inbound: resolve Person data from LCNAF IDs • Outbound: Person entities link to other data related resources/entities on Web Getty Vocabularies Linked Open Data source Contains cited entity descriptions Dbpedia Linked Open Data source Linked Data descriptions from Wikipedia info Wikidata Linked Open Data source • Linked Data descriptions from Wikipedia info • Contains cited entity descriptions
  • 83.
  • 85. PREFIX rdfs: <http://www.w3.org/2000/01/rdf-schema#> PREFIX owl: <http://www.w3.org/2002/07/owl#> PREFIX foaf: <http://xmlns.com/foaf/0.1/> PREFIX dbo: <http://dbpedia.org/ontology/> SELECT ?influenced ?influencedGivenName ?influencedSurname ?influencedSameAs WHERE { { <http://dbpedia.org/resource/Pablo_Picasso> dbo:influenced ?influenced . } UNION { ?influenced dbo:influencedBy <http://dbpedia.org/resource/Pablo_Picasso> . } ?influenced foaf:givenName ?influencedGivenName . ?influenced foaf:surname ?influencedSurname . OPTIONAL { ?influenced owl:sameAs ?influencedSameAs . FILTER regex(STR(?influencedSameAs), "viaf.org"). } } • Query language similar to SQL • Run against public RDF repositories (triplestores) • Executed as HTTP requests SPARQL
  • 86.
  • 87.
  • 88. How is this possible? • Authority file data is well positioned to be Linked Data • Major library systems players are cooperating Vendors, Maintainers of National and/or Union Catalogs • Well established, flexible technology patterns platform model, caching, async web apps, object models • Having a major data hub in VIAF “an open book" by kate hiscock © Attribution https://www.flickr.com/photos/slightlyeverything/8228703176/
  • 90. 90 Catalog Examples: Just for Fun https://search-ld.library.wisc.edu/catalog/999911808002121 In Defense of Food https://search-ld.library.wisc.edu/catalog/9910052189002121 Walden and Civil Disobedience https://search-ld.library.wisc.edu/catalog/999667847902121 The Library in the Life of the User: Engaging with People Where They Live and Learn http://www.oclc.org/research/publications/2015/ oclcresearch-library-in-life-of-user.html Predicting amount of library use: an empirical study of the role of the public library in the life of the adult public https://search.library.wisc.edu/catalog/999546455002121 Introducing the Knowledge Graph: things, not strings https://googleblog.blogspot.com/2012/05/introducing-knowledge-graph-things- not.html The Linking Open Data cloud diagram http://lod-cloud.net/ W3C Data Activity: Building the Web of Data http://www.w3.org/2013/data/ Linked Data: Evolving the Web into a Global Data Space http://linkeddatabook.com/editions/1.0 RDF - Semantic Web Standards https://www.w3.org/RDF/ Linked Data @ UW-Madison Libraries https://www.library.wisc.edu/experiments/linked-data Linked Data by Tim Berners-Lee https://www.w3.org/DesignIssues/LinkedData.html Virtual International Authority File (VIAF) https://viaf.org DBpedia http://wiki.dbpedia.org Wikidata https://www.wikidata.org/wiki/Wikidata:Main_Page Getty Vocabularies as Linked Open Data http://www.getty.edu/research/tools/vocabularies/lod/ BibCard https://github.com/UW-Madison-Library/bibcard p.s. Don’t forget to follow the links!