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Kristin Antelman 
Liam Earney 
Kristen Wilson 
CNI December 2014
Overview 
• What are the problems GOKb is 
addressing? 
• International collaboration 
• Demo and next steps 
• Open data & open access
GOKb is… 
a freely available, community-managed 
data repository that will contain key 
publication information about electronic 
resources as it is represented within the 
supply chain from content publishers to 
suppliers to libraries.
GOKb supports the lifecycle of licensed 
content 
Select 
• Package 
• Trial 
License 
• Activate 
• Buy 
Manage 
• Troubleshoot 
• Manage Changes 
Assess 
• Measures of Value 
• Use 
• Costs 
The Knowledgebase 
supports, at each stage, 
management of resources
Value proposition for GOKb 
• Inefficiencies in current supply chain and workflow 
• Duplicative data paths 
• Lack of appropriate tools and poor systems integration 
• Redundant data management effort 
• Access failures 
• Due to title and publisher changes 
• Cumbersome assessment 
• Lack of knowledge about entitlements 
• Cost per use 
• Package/bundle comparison; title overlap
Building capacity to support both product 
and process 
“the scholarly record …. is 
now much more mutable 
and dynamic than in the 
past; it is made available 
through a blend of both 
formal and informal 
publication channels.” 
“another trend of note is 
the reconfiguration of 
the stakeholder roles 
associated with the 
scholarly record.”
Current supply chain 
Publisher A Publisher B Publisher C 
KB A KB B KB C 
lib 1 lib 2 lib 3 lib 4 lib 5 lib 6
Potential supply chain 
Publisher A Publisher B Publisher C 
KB A KB B KB C 
lib 4 
lib 5 
lib 6 
lib 4 
lib 5 
lib 6
GOKb partners
Timeline 
GOKb and KB+ 
collaborate on data 
model 
Proof of Concept 
Release 
2011 2012 2013 2014 2015 2016 
Funded by Mellon 
Foundation & Kuali 
OLE Partnership 
Public preview and 
Phase 2 Mellon funding 
Community development 
New partners 
Partner Release Enhanced functionaity
International collaboration 
• Jisc and community interest in shared services for library 
management since 2008/2009 
• KUALI OLE part of evidence base 
• Knowledge Base+ 
• Ensure OPEN and ACCURATE data is available in the supply 
chain 
• Focus on management information – titles, subscriptions, 
entitlements, licenses 
• Librarians support for international collaboration 
• Benchmarking, knowledge exchange, advance development 
• FUD 
• Standards
International cooperation 
?
GOKb in the ecosystem 
• Publisher Data 
• Package information 
Global (GOKb) • Standard licences 
• National/Consortial information 
• National licences 
National (KB+) • Central Services 
• Local holdings 
• Financial information 
• Documentation 
Local 
(OLE) 
3rd Party 
Systems & 
Services
International collaboration 
• Opportunities from GOKb Phase 2 
• Ebooks, OA 
• Both benefit from international collaboration 
• Too much data 
• Commonality of data 
• Takes KBs into new areas 
• Previous focus on journals 
• OA of interest beyond the library 
• Beyond Point Solutions 
• GOKb data used across the institution 
• Research infrastructure
GOKb and local systems 
Global (GOKb) 
National (KB+) 
Local (OLE, 
KB+)
OpenRefine
Why we like OpenRefine 
• Customizable 
• Can build GOKb-specific rules and functions into the UI 
• Users can create and apply their own rules 
• Familiar model for working with data 
• Supports more advanced work 
• APIs to pull in external data 
• GREL and JSON
GOKb demo 
http://gokb.kuali.org/gokb
Co-referencing service 
• Search for any identifier 
• Search within a namespace 
• Web interface 
• JSON/XML
Co-referencing service example
Co-referencing service example
Co-referencing service example
Co-referencing service example
Co-referencing service example
Co-referencing service example
Co-referencing service example
Next steps 
• Data enhancement 
• Ebooks, analytics 
•KBART
Facilitate data loading
Support community management 
Community 
GOKb partners 
OLE partners 
GOKb & 
KB+ 
editors
Improve data quality 
vendors 
publishers 
standards 
bodies 
Community 
GOKb partners 
OLE partners 
GOKb & related projects 
KB+ 
editors
Library partners 
• Data collection 
• Data quality 
• Consortial 
management
Vendor partners 
• Sharing IDs 
• Data quality
Publisher partners 
• KBART 
implementation 
• KBART file 
hosting 
• Data quality
Potential supply chain 
Publisher A Publisher B Publisher C 
KBART KBART 
KB A KB B KB C 
lib 4 
lib 5 
lib 6 
lib 4 
lib 5 
lib 6 
KBART
Open data and open access
Open data 
“Reusable, structured data has become 
the main machine for doing the heavy 
lifting of moving knowledge around.” 
Bill Thompson, “The open library and its enemies,” Insights, 
• Title lists have no rights issues 
… but data is not well structured or machine 
readable 
• KBART can improve data standardization 
… but scope is narrow and “well-structured” 
requirements are minimal 
• GOKb enhances data; applies structure and 
supports reusability; makes data actionable 
November 2014
gokb:TIPP 
Literal Properties: 
skos:prefLabel 
rdf:type 
bibo:status 
gokb:accessStartDate 
gokb:accessEndDate 
modsrdf:locationURL 
dc:medium 
gokb:coverageStartDate 
gokb:coveragEndDate 
gokb:coverageStartVolume 
gokb:coveragEndVolume 
gokb:coverageStartIssue 
gokb:coveragEndIssue 
gokb:coverageEmbargo 
gokb:tippIdentifier 
modsrdf:locationURL 
bibframe: Organization 
Literal Properties: 
skos:prefLabel 
skos:altLabel 
rdf:type 
skos:closeMatch 
foaf:homepage 
bibframe:providerRole 
service:provides 
gokb:mission 
gokb:Package 
Literal Properties: 
skos:prefLabel 
skos:altLabel 
rdf:type 
gokb:scope 
gokb:breakable 
gokb:consistent 
gokb:fixed 
gokb:global 
schema:paymentMethod 
<-gokb:hasTIPP 
gokb:inPackage-> 
<-gokb:hasPackage 
gokb:Platform 
Literal Properties: 
skos:prefLabel 
rdf:type 
bibo:status 
modsrdf:locationURL 
stac:authenticationMethod 
skos:closeMatch 
gokb:software 
gokb:service 
<-bibo:distributor 
<-gokb:derivedFromTitleInstance 
gokb:TitleInstance 
Literal Properties: 
skos:prefLabel 
skos:altLabel 
rdf:type 
bf:precededBy 
bf:succeededBy 
skos:closeMatch 
Datacite:doi 
datacite:issn 
datacite:eissn 
gokb:providerIdentifier 
dc:format 
gokb:issuedStartDate 
gokb:issuedEndDate 
gokb:pureOpenAccess 
bibo:status 
dc:publisher-> 
gokb:onPlatform-> 
<-service:providedBy 
service:provides->
Organization Name Linked Data (ONLD) 
service 
http://www.lib.ncsu.edu/ld/onld/
OA and subscribed collections 
Gold OA 
journals 
Articles in 
subscribed 
journals in 
Library x 
Hybrid 
OA 
Delayed 
OA 
Green 
OA
GOKb and OA/subscribed intersection 
• SHARE and Green OA 
• GOKb can provide additional information around journal titles, 
change events, and organizations 
• Use co-reference service to map SHARE registry to subscribed 
collection 
• Jisc Monitor work on shared services for OA 
• “GUIDE” – Gathering Useful IDs Early 
• Compliance requirements of funders 
• Tracking transition to open access 
• Analytics
Thank you. Questions? 
gokb.org 
gokb.kuali.org/gokb

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GOKb: The Global Open Knowledgebase

  • 1. Kristin Antelman Liam Earney Kristen Wilson CNI December 2014
  • 2. Overview • What are the problems GOKb is addressing? • International collaboration • Demo and next steps • Open data & open access
  • 3. GOKb is… a freely available, community-managed data repository that will contain key publication information about electronic resources as it is represented within the supply chain from content publishers to suppliers to libraries.
  • 4. GOKb supports the lifecycle of licensed content Select • Package • Trial License • Activate • Buy Manage • Troubleshoot • Manage Changes Assess • Measures of Value • Use • Costs The Knowledgebase supports, at each stage, management of resources
  • 5. Value proposition for GOKb • Inefficiencies in current supply chain and workflow • Duplicative data paths • Lack of appropriate tools and poor systems integration • Redundant data management effort • Access failures • Due to title and publisher changes • Cumbersome assessment • Lack of knowledge about entitlements • Cost per use • Package/bundle comparison; title overlap
  • 6. Building capacity to support both product and process “the scholarly record …. is now much more mutable and dynamic than in the past; it is made available through a blend of both formal and informal publication channels.” “another trend of note is the reconfiguration of the stakeholder roles associated with the scholarly record.”
  • 7. Current supply chain Publisher A Publisher B Publisher C KB A KB B KB C lib 1 lib 2 lib 3 lib 4 lib 5 lib 6
  • 8. Potential supply chain Publisher A Publisher B Publisher C KB A KB B KB C lib 4 lib 5 lib 6 lib 4 lib 5 lib 6
  • 10. Timeline GOKb and KB+ collaborate on data model Proof of Concept Release 2011 2012 2013 2014 2015 2016 Funded by Mellon Foundation & Kuali OLE Partnership Public preview and Phase 2 Mellon funding Community development New partners Partner Release Enhanced functionaity
  • 11. International collaboration • Jisc and community interest in shared services for library management since 2008/2009 • KUALI OLE part of evidence base • Knowledge Base+ • Ensure OPEN and ACCURATE data is available in the supply chain • Focus on management information – titles, subscriptions, entitlements, licenses • Librarians support for international collaboration • Benchmarking, knowledge exchange, advance development • FUD • Standards
  • 13. GOKb in the ecosystem • Publisher Data • Package information Global (GOKb) • Standard licences • National/Consortial information • National licences National (KB+) • Central Services • Local holdings • Financial information • Documentation Local (OLE) 3rd Party Systems & Services
  • 14. International collaboration • Opportunities from GOKb Phase 2 • Ebooks, OA • Both benefit from international collaboration • Too much data • Commonality of data • Takes KBs into new areas • Previous focus on journals • OA of interest beyond the library • Beyond Point Solutions • GOKb data used across the institution • Research infrastructure
  • 15. GOKb and local systems Global (GOKb) National (KB+) Local (OLE, KB+)
  • 17. Why we like OpenRefine • Customizable • Can build GOKb-specific rules and functions into the UI • Users can create and apply their own rules • Familiar model for working with data • Supports more advanced work • APIs to pull in external data • GREL and JSON
  • 19. Co-referencing service • Search for any identifier • Search within a namespace • Web interface • JSON/XML
  • 27. Next steps • Data enhancement • Ebooks, analytics •KBART
  • 29. Support community management Community GOKb partners OLE partners GOKb & KB+ editors
  • 30. Improve data quality vendors publishers standards bodies Community GOKb partners OLE partners GOKb & related projects KB+ editors
  • 31.
  • 32. Library partners • Data collection • Data quality • Consortial management
  • 33. Vendor partners • Sharing IDs • Data quality
  • 34. Publisher partners • KBART implementation • KBART file hosting • Data quality
  • 35. Potential supply chain Publisher A Publisher B Publisher C KBART KBART KB A KB B KB C lib 4 lib 5 lib 6 lib 4 lib 5 lib 6 KBART
  • 36. Open data and open access
  • 37. Open data “Reusable, structured data has become the main machine for doing the heavy lifting of moving knowledge around.” Bill Thompson, “The open library and its enemies,” Insights, • Title lists have no rights issues … but data is not well structured or machine readable • KBART can improve data standardization … but scope is narrow and “well-structured” requirements are minimal • GOKb enhances data; applies structure and supports reusability; makes data actionable November 2014
  • 38. gokb:TIPP Literal Properties: skos:prefLabel rdf:type bibo:status gokb:accessStartDate gokb:accessEndDate modsrdf:locationURL dc:medium gokb:coverageStartDate gokb:coveragEndDate gokb:coverageStartVolume gokb:coveragEndVolume gokb:coverageStartIssue gokb:coveragEndIssue gokb:coverageEmbargo gokb:tippIdentifier modsrdf:locationURL bibframe: Organization Literal Properties: skos:prefLabel skos:altLabel rdf:type skos:closeMatch foaf:homepage bibframe:providerRole service:provides gokb:mission gokb:Package Literal Properties: skos:prefLabel skos:altLabel rdf:type gokb:scope gokb:breakable gokb:consistent gokb:fixed gokb:global schema:paymentMethod <-gokb:hasTIPP gokb:inPackage-> <-gokb:hasPackage gokb:Platform Literal Properties: skos:prefLabel rdf:type bibo:status modsrdf:locationURL stac:authenticationMethod skos:closeMatch gokb:software gokb:service <-bibo:distributor <-gokb:derivedFromTitleInstance gokb:TitleInstance Literal Properties: skos:prefLabel skos:altLabel rdf:type bf:precededBy bf:succeededBy skos:closeMatch Datacite:doi datacite:issn datacite:eissn gokb:providerIdentifier dc:format gokb:issuedStartDate gokb:issuedEndDate gokb:pureOpenAccess bibo:status dc:publisher-> gokb:onPlatform-> <-service:providedBy service:provides->
  • 39. Organization Name Linked Data (ONLD) service http://www.lib.ncsu.edu/ld/onld/
  • 40. OA and subscribed collections Gold OA journals Articles in subscribed journals in Library x Hybrid OA Delayed OA Green OA
  • 41. GOKb and OA/subscribed intersection • SHARE and Green OA • GOKb can provide additional information around journal titles, change events, and organizations • Use co-reference service to map SHARE registry to subscribed collection • Jisc Monitor work on shared services for OA • “GUIDE” – Gathering Useful IDs Early • Compliance requirements of funders • Tracking transition to open access • Analytics
  • 42. Thank you. Questions? gokb.org gokb.kuali.org/gokb