NLP2RDF Wortschatz and Linguistic LOD draft

•Télécharger en tant que PPTX, PDF•

1 j'aime•815 vues

Sebastian Hellmann

Technologie Formation

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]

Contenu connexe

En vedette

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

En vedette (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

Similaire à 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

Similaire à 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

Plus de 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

Plus de 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

Dernier

Story boards and shot lists for my a level piececharlottematthew16

Gen AI in Business - Global Trends Report 2024.pdfAddepto

Connect Wave/ connectwave Pitch Deck PresentationSlibray Presentation

DSPy a system for AI to Write Prompts and Do Fine TuningLars Bell

"ML in Production",Oleksandr BaganFwdays

Take control of your SAP testing with UiPath Test SuiteDianaGray10

Ensuring Technical Readiness For Copilot in Microsoft 3652toLead Limited

Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)Mark Simos

Unraveling Multimodality with Large Language Models.pdfAlex Barbosa Coqueiro

From Family Reminiscence to Scholarly Archive .Alan Dix

H2O.ai CEO/Founder: Sri Ambati Keynote at Wells Fargo DaySri Ambati

TeamStation AI System Report LATAM IT Salaries 2024Lonnie McRorey

Nell’iperspazio con Rocket: il Framework Web di Rust!Commit University

"Debugging python applications inside k8s environment", Andrii SoldatenkoFwdays

"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek SchlawackFwdays

Artificial intelligence in cctv survelliance.pptxhariprasad279825

How AI, OpenAI, and ChatGPT impact business and software.Curtis Poe

Unleash Your Potential - Namagunga Girls Coding ClubKalema Edgar

Are Multi-Cloud and Serverless Good or Bad?Mattias Andersson

DevoxxFR 2024 Reproducible Builds with Apache MavenHervé Boutemy

Dernier (20)

Story boards and shot lists for my a level piece

Gen AI in Business - Global Trends Report 2024.pdf

Connect Wave/ connectwave Pitch Deck Presentation

DSPy a system for AI to Write Prompts and Do Fine Tuning

"ML in Production",Oleksandr Bagan

Take control of your SAP testing with UiPath Test Suite

Ensuring Technical Readiness For Copilot in Microsoft 365

Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)

Unraveling Multimodality with Large Language Models.pdf

From Family Reminiscence to Scholarly Archive .

H2O.ai CEO/Founder: Sri Ambati Keynote at Wells Fargo Day

TeamStation AI System Report LATAM IT Salaries 2024

Nell’iperspazio con Rocket: il Framework Web di Rust!

"Debugging python applications inside k8s environment", Andrii Soldatenko

"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack

Artificial intelligence in cctv survelliance.pptx

How AI, OpenAI, and ChatGPT impact business and software.

Unleash Your Potential - Namagunga Girls Coding Club

Are Multi-Cloud and Serverless Good or Bad?

DevoxxFR 2024 Reproducible Builds with Apache Maven

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

Recommandé

Recommandé

Contenu connexe

En vedette

En vedette (8)

Similaire à NLP2RDF Wortschatz and Linguistic LOD draft

Similaire à NLP2RDF Wortschatz and Linguistic LOD draft (20)

Plus de Sebastian Hellmann

Plus de Sebastian Hellmann (19)

Dernier

Dernier (20)

NLP2RDF Wortschatz and Linguistic LOD draft