Embed Size (px)
Citation preview
BuildingaLinkedOpenDataKnowledgeGraph
HenningSchoenenberger|MichelePasinFrankfurtBookFair2017October11,2017
1
We understand metadata as the gateway to our content.
We provide best quality metadata with state-of-the-art enrichment in all key formats and flavors, available in all relevant delivery models.
Our bibliographic metadata is free, open and re-usable.
SpringerNature’sMetadataMissionStatement
2
> Collaborative effort between Springer Nature and Digital Science
> Supporting internal use cases, but also contributing to an emerging web of linked open science data> Not just publications data but a wealth of furtherrelated information
3
Ataglance:
- 150Mtriples/32G downloads
- CC-BY-NClicense
Metadataabout:
- Articles2012-2016(5M) +Abstracts
- Grants(200k)
- Journals(3k)
- Subjects(3k)
- CoreOntology
www.springernature.com/scigraph
LinkedOpenDataPublishing SoFar
4
OpenDataEvents:HackDayJune2017
AimsandScope
• Engagement with Linked Data Researcher Community
• Encourage developers to build tools with our data
• Position ourselves as Open Data research publisher
• Gather first-hand feedback from users of our data
55
FrankfurtBookFair2017- SNSciGraph
WebofData
• BepartoftheLODcloud!
• ThefuturelibraryandtradecatalogistheInternet!
Linking Open D
ata clouddiagram
2017, byAndrejs Abele, John P. M
cCrae, Paul
Buitelaar, Anja Jentzsch and Richard C
yganiak. http://lod-cloud.net(CC
-BY-SA)
6
LibrariesusingLinkedData LibraryofCongressLinkedDataService(2009)- Alibrarycatalog“mustbedesignedbyconsideringitscontextoftheWeb”
- Accesstodataatnocost.
- AbilitytolinktoLibraryofCongressdatavalueswithinyourmetadataviaLinkedData.
Otherlibraries:- BritishLibrary(BL)
- FrenchNationalLibrary(BNF)
- GermanNationalLibrary(DNB)
- NationalLibraryofSpain(BNE)
- NationalLibraryofSweden(LIBRIS)
- HungarianNationalLibrary(NSL)
77
FrankfurtBookFair2017- SNSciGraph
Vision:FromContenttoData
XML
EPUB
HTML
TIFF
Content base
We publish content We manage knowledge
Knowledge Graph
88
FrankfurtBookFair2017- SNSciGraph
Vision:FromContenttoData
XML
EPUB
HTML
TIFF
Content base
We publish content We manage knowledge
• We create the largest state-of-the-artlinked open data aggregation platformfor the scholarly domain.
• In doing so, we increase contentdiscoverability and provide data toolsand services for researchers, authors,editors, librarians, data scientists,funders, conference organizers, andmany others by adding value acrossall content types.
9
reads / writes
is about
interested in
Threeareasofknowledgewecareabout
10
Located at
In proceedings
Cites
Haslearning resource
Has topic
1111
SpringerNatureSciGraph DataLandscape
12
13
SpringerNatureSciGraphApplications
1414
SpringerNatureScigraph:Applications
• Researchers can analyze/build upon our data
• Contributing to Open ResearchLinked Open
Data Publishing
• Dashboards for understanding the research landscape
• Editorial, Sales, Marketing etc.
Business Intelligence and
Analytics
• SN SciGraph Data Explorer• APIs for better end user
applicationsContent
Discoverability
15
15
FrankfurtBookFair2017- SNSciGraph
15
ApplicationsSemanticPublishing
16
DiscoveringContent:SubjectPages
http://nature.com/subjects
17
17
FrankfurtBookFair2017- SNSciGraph
17
ApplicationsAnalyticsDashboards
1818
SpringerNatureSciGraph AnalyticsDashboards
http://scigraph-analytics.springernature.com/
1919
SpringerNatureSciGraph Analytics:SupportingDataDrivenDecisions
http://scigraph-analytics.springernature.com/
20
20
FrankfurtBookFair2017- SNSciGraph
20
ApplicationsLinkedDataExplorer
21
LiveDocumentation:LinkedDataExplorer
Purpose
• simple UI for exploring graph contents interactively
• internal version: unrestricted access to data and statistics
• external version: only public data, allows linked data ‘dereferencing’
Features
• text & graphical UI on top of graph database
• one page per URI, permits to download machine readable descriptions of data
http://10.230.14.44:8000/explorer
2222
FrankfurtBookFair2017- SNSciGraph
22
Summary,NextSteps andPublicOutreach
23
• Summary• SpringerNatureScigraph isourLODplatform:Focusondatare-use,integration
anddiscoverability• Collaboration betweenSpringerNatureandDigitalScience(andotherpartners)• Datapublishing:~150Mtriplesreleased,1B+inourgraph• Internal usecases:Ontologymanagement,analyticsdashboards,semantic
publishing
Looking Ahead
24
• NextSteps• Datapublishing:Newreleaseincludingcompletearchive,updatedCClicense
model• Visualization,interactiveexplorationofthegraph(LinkedDataBrowser),
analyticsdashboards inparticulartosupportSales,MarketingandEditorial• Exploringmetadatadeliveriestointerestedparties(Google,libraries)• SNTaxonomyManager:Betagoinglivethismonth• GoingPan-publisher
• PublicOutreach• Collaboration withDBpedia:InternshipinLondon/Leipzig• HackDay:ResearchdataPublishing hackday(London,November17,2017)
Looking Ahead
2525
FrankfurtBookFair2017- SNSciGraph
ThankyouHow togetintouch:
- [email protected]@springernature.com
- Portalhttp://www.springernature.com/scigraph
- Twitter#scigraph
