NLP2RDF Wortschatz and Linguistic LOD draft

•Als PPTX, PDF herunterladen•

1 gefällt mir•815 views

Sebastian Hellmann

Technologie Bildung

Extensive Topic – Whatisthecore? Features forMachine Learning Whichfeatures do I needfor a certain Textmining task? An introductoryexample : Resources: ,[object Object]

Database withAgeandOccupationGoal: predictincomeofpersons ,[object Object],=> Color ofeyesandhaircutprobably irrelevant!

Basic idea: a benchmarkingframework Input: ,[object Object]

Training/testdataOutput: ,[object Object],Do I need POS tags toclassifyTourismdocuments? Prerequisites: ,[object Object]

Data needs a standardizedformat,[object Object]

Basic idea: a benchmarkingframework Google Code project was created ,[object Object]

SomeresultswereachievedBut… ,[object Object]

Speed ofintegrationtooslow,[object Object]

Why RDF and OWL ? RDF makesdataintegration easy: URIref, LinkedData OWL isbased on Description Logics (Guarded Fragment) Availabilityof open datasets (accessandlicence) Diverse serializationsforannotations: XML, Turtle, RDFa+XHTML Scalabletoolsupport (Databases, Reasoning) 6. Iftheonlytoolyouhaveis a hammer, everythinglookslike a nail.

LOD Cloud - over 26 Billion Facts DBpediaiscentral: ,[object Object]

Crystalizationpoint (earlybird)Linking Open Data clouddiagram, by Richard CyganiakandAnja Jentzsch. http://lod-cloud.net/

Links areHTTP-Foreign Keys,[object Object]

URIs pointingtosubjects in the same table

URIs pointingtosubjects in anyothertable,[object Object]

Weitere ähnliche Inhalte

Andere mochten auch

Danielienė, Renata „Naujojo ECDL diegimo naujienos. ECDL Lietuva ir testavim...Lietuvos kompiuterininkų sąjunga

Shafarat diploma pgce presentationShaf

Documento sin títulosilvina2009

HR Breakfast Forum - 24 September 2013Oliver Buckle

Reglamento evaluacion pnfcrisdaniel250404

Twitter and Facebookcoinculture

Local self storage_climate_controlledjohnstorage

Radvision High Quality Experience Over Unmanaged Networks By Face to Face LiveFace to Face Live

Andere mochten auch (8)

Danielienė, Renata „Naujojo ECDL diegimo naujienos. ECDL Lietuva ir testavim...

Shafarat diploma pgce presentation

Documento sin título

HR Breakfast Forum - 24 September 2013

Reglamento evaluacion pnf

Twitter and Facebook

Local self storage_climate_controlled

Radvision High Quality Experience Over Unmanaged Networks By Face to Face Live

Ähnlich wie NLP2RDF Wortschatz and Linguistic LOD draft

Vital AI: Big Data ModelingVital.AI

State of the Semantic WebIvan Herman

X api chinese cop monthly meeting feb.2016Jessie Chuang

The web of interlinked data and knowledge strippedSören Auer

From Linked Data to Semantic ApplicationsAndre Freitas

Semantic Interoperability - grafi della conoscenzaGiorgia Lodi

Innovative methods for data integration: Linked Data and NLPariadnenetwork

Linked Data efforts for data standards in biopharma and healthcareKerstin Forsberg

State and future of linked data in learning analyticsMathieu d'Aquin

Transform unstructured e&p informationStig-Arne Kristoffersen

AHM 2014: OceanLink, Smart Data versus Smart Applications EarthCube

The Danish National Bibliography as LODScottish Library & Information Council (SLIC), CILIP in Scotland (CILIPS)

Data science nlp_resume-2018-abridgedRangarajan Chari

RDF and other linked data standards — how to make use of big localization dataDave Lewis

Semantic webAhmed Elnaggar

Linked data for Enterprise Data IntegrationSören Auer

Bio2RDF presentation at Combine 2012François Belleau

Data management for researchersDirk Roorda

Toward The Semantic Deep WebSamiul Hoque

Collaborative Data Analysis with Taverna WorkflowsAndrea Wiggins

Ähnlich wie NLP2RDF Wortschatz and Linguistic LOD draft (20)

Vital AI: Big Data Modeling

State of the Semantic Web

X api chinese cop monthly meeting feb.2016

The web of interlinked data and knowledge stripped

From Linked Data to Semantic Applications

Semantic Interoperability - grafi della conoscenza

Innovative methods for data integration: Linked Data and NLP

Linked Data efforts for data standards in biopharma and healthcare

State and future of linked data in learning analytics

Transform unstructured e&p information

AHM 2014: OceanLink, Smart Data versus Smart Applications

The Danish National Bibliography as LOD

Data science nlp_resume-2018-abridged

RDF and other linked data standards — how to make use of big localization data

Semantic web

Linked data for Enterprise Data Integration

Bio2RDF presentation at Combine 2012

Data management for researchers

Toward The Semantic Deep Web

Collaborative Data Analysis with Taverna Workflows

Mehr von Sebastian Hellmann

KEDL DBpedia 2019Sebastian Hellmann

Linguistic Linked Open Data, Challenges, Approaches, Future WorkSebastian Hellmann

DBpedia/association Introduction The Hague 12.2.2016Sebastian Hellmann

Lider Reference Model ld4lt session March, 3rd, 2015Sebastian Hellmann

LD4LT Roadmap session 19_02_2015Sebastian Hellmann

DBpedia: A Public Data Infrastructure for the Web of DataSebastian Hellmann

Integrating NLP using Linked DataSebastian Hellmann

NIF 2.0 Tutorial: Content Analysis and the Semantic Web Sebastian Hellmann

Linked Data for Abbreviations and SegmentationSebastian Hellmann

NIF 2.0 Phd thesis intermediate reportSebastian Hellmann

Navigation-induced Knowledge Engineering by ExampleSebastian Hellmann

Improving the Performance of the DL-Learner SPARQL Component for Semantic We...Sebastian Hellmann

NIF 2.0 draft for PisaSebastian Hellmann

Linked Data in Linguistics for NLP and Web AnnotationSebastian Hellmann

Introduction to LDL 2012Sebastian Hellmann

Thesis presentationSebastian Hellmann

NIF - Version 1.0 - 2011/10/23Sebastian Hellmann

NIF - NLP Interchange FormatSebastian Hellmann

Tool collection as linkeddataSebastian Hellmann

Mehr von Sebastian Hellmann (19)

KEDL DBpedia 2019

Linguistic Linked Open Data, Challenges, Approaches, Future Work

DBpedia/association Introduction The Hague 12.2.2016

Lider Reference Model ld4lt session March, 3rd, 2015

LD4LT Roadmap session 19_02_2015

DBpedia: A Public Data Infrastructure for the Web of Data

Integrating NLP using Linked Data

NIF 2.0 Tutorial: Content Analysis and the Semantic Web

Linked Data for Abbreviations and Segmentation

NIF 2.0 Phd thesis intermediate report

Navigation-induced Knowledge Engineering by Example

Improving the Performance of the DL-Learner SPARQL Component for Semantic We...

NIF 2.0 draft for Pisa

Linked Data in Linguistics for NLP and Web Annotation

Introduction to LDL 2012

Thesis presentation

NIF - Version 1.0 - 2011/10/23

NIF - NLP Interchange Format

Tool collection as linkeddata

Kürzlich hochgeladen

HTML Injection Attacks: Impact and Mitigation StrategiesBoston Institute of Analytics

Top 5 Benefits OF Using Muvi Live Paywall For Live StreamsRoshan Dwivedi

Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...Miguel Araújo

Exploring the Future Potential of AI-Enabled Smartphone Processorsdebabhi2

Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024The Digital Insurer

TrustArc Webinar - Stay Ahead of US State Data Privacy Law DevelopmentsTrustArc

+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...?#DUbAI#??##{{(☎️+971_581248768%)**%*]'#abortion pills for sale in dubai@

Automating Google Workspace (GWS) & more with Apps Scriptwesley chun

TrustArc Webinar - Unlock the Power of AI-Driven Data DiscoveryTrustArc

Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...apidays

presentation ICT roal in 21st century educationjfdjdjcjdnsjd

Why Teams call analytics are critical to your entire businesspanagenda

Top 10 Most Downloaded Games on Play Store in 2024SynarionITSolutions

MINDCTI Revenue Release Quarter One 2024MIND CTI

Real Time Object Detection Using Open CVKhem

Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024The Digital Insurer

Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...apidays

Polkadot JAM Slides - Token2049 - By Dr. Gavin WoodJuan lago vázquez

AWS Community Day CPH - Three problems of TerraformAndrey Devyatkin

Axa Assurance Maroc - Insurer Innovation Award 2024The Digital Insurer

Kürzlich hochgeladen (20)

HTML Injection Attacks: Impact and Mitigation Strategies

Top 5 Benefits OF Using Muvi Live Paywall For Live Streams

Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...

Exploring the Future Potential of AI-Enabled Smartphone Processors

Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024

TrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments

+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...

Automating Google Workspace (GWS) & more with Apps Script

TrustArc Webinar - Unlock the Power of AI-Driven Data Discovery

Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...

presentation ICT roal in 21st century education

Why Teams call analytics are critical to your entire business

Top 10 Most Downloaded Games on Play Store in 2024

MINDCTI Revenue Release Quarter One 2024

Real Time Object Detection Using Open CV

Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024

Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...

Polkadot JAM Slides - Token2049 - By Dr. Gavin Wood

AWS Community Day CPH - Three problems of Terraform

Axa Assurance Maroc - Insurer Innovation Award 2024

NLP2RDF Wortschatz and Linguistic LOD draft

1. NLP2RDFIntegration of Data, Tools andApplicationswith RDF/OWL in the Areas of Textmining andLinguistics PhD Thesis, Sebastian Hellmann

5. Text

9. Ontologieswerefoundandintegrated

10. Pipeline implemented

11. Pluginsystemimplemented

12.

13. Integration boundto Java

14. Data sourceswere not sufficient

15. Wikipedia/DBpediatoocourse-grained

16.

17. Why RDF and OWL ? RDF makesdataintegration easy: URIref, LinkedData OWL isbased on Description Logics (Guarded Fragment) Availabilityof open datasets (accessandlicence) Diverse serializationsforannotations: XML, Turtle, RDFa+XHTML Scalabletoolsupport (Databases, Reasoning) 6. Iftheonlytoolyouhaveis a hammer, everythinglookslike a nail.

18.

19. Crystalizationpoint (earlybird)Linking Open Data clouddiagram, by Richard CyganiakandAnja Jentzsch. http://lod-cloud.net/

20.

21.

22. URIs pointingtosubjects in the same table

23.

24. SPARQL – optimizationsfortablejoins

25. Creationofdatasets: Wiktionary2RDF

26.

27. Total of 10 millionpages

28. 900.000 users

29. RDF Dump will increasenumberofeditors

30. Same propertiesas Wikipedia (stableidentifiers)

31. HundredsofWiktionaryparsers (especiallyfor English)

32. Information istrapped in theWiki

33.

34. Configurationover Code, Templates will allowWiktionariansto update Parsers

35.

36. Usecases

37. Other datasetsto link to!

38. Wikipedia as a linkingpartner not suited

39.

40. Dictionaries

41. Corporas

42.

43. WhichWiktionaryrelationcanbelinkedtowhichstatisticalrelation?

44. Can webuildtoolsthathelpsWiktionaryeditors (Suggestions)?

45. Wiktionary links Words acrosslanguages. Are thereanysimilarpatterns?

46.

47. 6-7 Members

48.

49.

50. Relation betweenStrings: previous, next, sub, super

51.

52. Multiple servicescanbe ad-hoc integrated

53. Multiple layersofannotationcanbeused

54. Fullcompatabilitywith POWLA

55.

56. Ontology Learning Johanna Völker – Learning Expressive Ontologies(LExO) # Example: # A fishisanyaquaticvertebrateanimalthatiscoveredwithscales, # andequippedwithtwosetsofpairedfinsandseveralunpairedfins. # # [fish] subClassOf [anyaquaticvertebrateanimalthatiscovered…] #Construct {?subrdfs:subClassOf ?super} { Construct {?subowl:equivalentClass ?super} { ?is a penn:BePresentTense . ?isnlp:superToken ?is_any_aquatic_. ?is_any_aquatic_ a olia:VerbPhrase . ?is_any_aquatic_ nlp:syntacticSubToken [ nlp:normUri ?super] . ?animalnlp:cop ?is . ?animalnlp:nsubj ?fish .?fishnlp:superToken [ nlp:normUri ?sub] . }

57. Standing on theshouldersofgiants Christian Chiarcos SFB632 - Uni Potsdam Johanna Völker Uni Mannheim Markus Strohmaier, TU Graz Thankyouforyourattention Jens Lehmann Uni Leipzig Sören Auer Uni Leipzig

NLP2RDF Wortschatz and Linguistic LOD draft

Empfohlen

Empfohlen

Weitere ähnliche Inhalte

Andere mochten auch

Andere mochten auch (8)

Ähnlich wie NLP2RDF Wortschatz and Linguistic LOD draft

Ähnlich wie NLP2RDF Wortschatz and Linguistic LOD draft (20)

Mehr von Sebastian Hellmann

Mehr von Sebastian Hellmann (19)

Kürzlich hochgeladen

Kürzlich hochgeladen (20)

NLP2RDF Wortschatz and Linguistic LOD draft