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Creating Knowledge Bases by annotating huge material of
unstructured data with triples by using a concept scheme like
AGROVOC - the agHARVEST project


 Semantic Web and Ontologies in agri-food , Jun 12, Paris




         Dr. Johannes Keizer
         Office of Knowledge Exchange, Research and Extension
         Food and Agriculture Organization of the UN




                           Presentations by Johannes Keizer is licensed under a Creative Commons Attribution-
                                            NonCommercial-ShareAlike 3.0 Unported License.
Data and Information in Agricultural Research and
Extension




               http://aims.fao.org       johannes keizer
Distributed Data Sets
•   stats
•   gene banks
•   gis data
•   blogs,
•   journals
•   open archives
•   raw data
•   technologies
•   learning objects
•   ………..



                       http://aims.fao.org   johannes keizer
..at the end, it is still like this




           http://aims.fao.org   johannes keizer
…to

•   stats
•   gene banks
•   gis data
•   blogs,
•   journals
•   open archives
•   raw data
•   technologies
•   learning objects
•   ………..



                       http://aims.fao.org   johannes keizer
Data Services: process




        http://aims.fao.org   johannes keizer
http://aims.fao.org   johannes keizer
Demo 1: openAGRIS

http://agris.fao.org/openagris/search.do?recordID=BY2006001126
 [rural population]
http://agris.fao.org/openagris/search.do?recordID=FR2001001041
 [cereal yield]
http://agris.fao.org/openagris/search.do?recordID=QM2008000025
 [Poverty]
http://agris.fao.org/openagris/search.do?recordID=BY2006000350
 [Fish WB + FAO fisheries]
http://agris.fao.org/openagris/search.do?recordID=PL2009000495
 [Fish WB + FAO fisheries]
http://agris.fao.org/openagris/search.do?recordID=JP2010001379
  [GBIF, Country Profiles, DBPedia]




                     http://aims.fao.org            johannes keizer
http://aims.fao.org   johannes keizer
OpenAgris

         OpenAgris is a Web application entirely based
            on RDF
           OpenAgris aggregates information from
            different data sources to expand the AGRIS
            knowledge about a topic or a document
           OpenAgris is a linked-data environment that
            mashes-up various interlinked datasets, which
            will be combined to create meaningful results
           Currently, the RDF-ization process has
            produced nearly 60 million triples
           OpenAgris uses the Agrovoc thesaurus as
            backbone to interlink to other existing datasets
            (DBPedia, WorldBank, Geopolitical Ontology…)

Fabrizio Celli - SKOS-2-                            10
                           http://aims.fao.org    johannes keizer
Demo: AGRIS RDF record




http://agris.fao.org/aos/records/PL
2009000495




           http://aims.fao.org   johannes keizer
http://aims.fao.org   johannes keizer
OpenAgris mash up




        http://aims.fao.org   johannes keizer
Unclassified Testdocument




        http://aims.fao.org   johannes keizer
DEMO 2: AgroTagger
202.73.13.50:58301/AgroTagger/index.jsp




            We indexed almost 27.000 WB documents and for nearly 95%
            of them we were able to extract Agrovoc keywords.

                     http://aims.fao.org               johannes keizer
Creating Linked Applications




         http://aims.fao.org   johannes keizer
Demo 3: Agrovoc LOD




http://aims.fao.org/aos/agrovoc/c_12332




            http://aims.fao.org   johannes keizer
Linked Open Vocabularies




        http://aims.fao.org   johannes keizer
..and more
   http://agris.fao.org/
   http://aims.fao.org/openagris
   http://aims.fao.org/agrovoc/lod
   http://aims.fao.org/standards/lode-bd
   http://agris.fao.org/openagris/search.do?recordID=QM2008000025
   http://agris.fao.org/openagris/search.do?recordID=BY2006000350
   http://agris.fao.org/openagris/search.do?recordID=PL2009000495
   http://agris.fao.org/openagris/search.do?recordID=JP2010001379



                Credits: John Ferreira, Imma Subirats, Yves
                   Jaques, Valeria Pesce, Fabrizio Celli, Ahsan
                   Morshed, Caterina Caracciolo, Dickson
                   Lukose, Gudrun Johannsen, Stefano
                   Anibaldi, Armando Stellato, Tom Baker and many
                   others

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Creating Knowledge Bases by annotating huge material with triples using AGROVOC

  • 1. Creating Knowledge Bases by annotating huge material of unstructured data with triples by using a concept scheme like AGROVOC - the agHARVEST project Semantic Web and Ontologies in agri-food , Jun 12, Paris Dr. Johannes Keizer Office of Knowledge Exchange, Research and Extension Food and Agriculture Organization of the UN Presentations by Johannes Keizer is licensed under a Creative Commons Attribution- NonCommercial-ShareAlike 3.0 Unported License.
  • 2. Data and Information in Agricultural Research and Extension http://aims.fao.org johannes keizer
  • 3. Distributed Data Sets • stats • gene banks • gis data • blogs, • journals • open archives • raw data • technologies • learning objects • ……….. http://aims.fao.org johannes keizer
  • 4. ..at the end, it is still like this http://aims.fao.org johannes keizer
  • 5. …to • stats • gene banks • gis data • blogs, • journals • open archives • raw data • technologies • learning objects • ……….. http://aims.fao.org johannes keizer
  • 6. Data Services: process http://aims.fao.org johannes keizer
  • 7. http://aims.fao.org johannes keizer
  • 8. Demo 1: openAGRIS http://agris.fao.org/openagris/search.do?recordID=BY2006001126 [rural population] http://agris.fao.org/openagris/search.do?recordID=FR2001001041 [cereal yield] http://agris.fao.org/openagris/search.do?recordID=QM2008000025 [Poverty] http://agris.fao.org/openagris/search.do?recordID=BY2006000350 [Fish WB + FAO fisheries] http://agris.fao.org/openagris/search.do?recordID=PL2009000495 [Fish WB + FAO fisheries] http://agris.fao.org/openagris/search.do?recordID=JP2010001379 [GBIF, Country Profiles, DBPedia] http://aims.fao.org johannes keizer
  • 9. http://aims.fao.org johannes keizer
  • 10. OpenAgris  OpenAgris is a Web application entirely based on RDF  OpenAgris aggregates information from different data sources to expand the AGRIS knowledge about a topic or a document  OpenAgris is a linked-data environment that mashes-up various interlinked datasets, which will be combined to create meaningful results  Currently, the RDF-ization process has produced nearly 60 million triples  OpenAgris uses the Agrovoc thesaurus as backbone to interlink to other existing datasets (DBPedia, WorldBank, Geopolitical Ontology…) Fabrizio Celli - SKOS-2- 10 http://aims.fao.org johannes keizer
  • 11. Demo: AGRIS RDF record http://agris.fao.org/aos/records/PL 2009000495 http://aims.fao.org johannes keizer
  • 12. http://aims.fao.org johannes keizer
  • 13. OpenAgris mash up http://aims.fao.org johannes keizer
  • 14. Unclassified Testdocument http://aims.fao.org johannes keizer
  • 15. DEMO 2: AgroTagger 202.73.13.50:58301/AgroTagger/index.jsp We indexed almost 27.000 WB documents and for nearly 95% of them we were able to extract Agrovoc keywords. http://aims.fao.org johannes keizer
  • 16. Creating Linked Applications http://aims.fao.org johannes keizer
  • 17. Demo 3: Agrovoc LOD http://aims.fao.org/aos/agrovoc/c_12332 http://aims.fao.org johannes keizer
  • 18. Linked Open Vocabularies http://aims.fao.org johannes keizer
  • 19. ..and more  http://agris.fao.org/  http://aims.fao.org/openagris  http://aims.fao.org/agrovoc/lod  http://aims.fao.org/standards/lode-bd  http://agris.fao.org/openagris/search.do?recordID=QM2008000025  http://agris.fao.org/openagris/search.do?recordID=BY2006000350  http://agris.fao.org/openagris/search.do?recordID=PL2009000495  http://agris.fao.org/openagris/search.do?recordID=JP2010001379 Credits: John Ferreira, Imma Subirats, Yves Jaques, Valeria Pesce, Fabrizio Celli, Ahsan Morshed, Caterina Caracciolo, Dickson Lukose, Gudrun Johannsen, Stefano Anibaldi, Armando Stellato, Tom Baker and many others