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What would you do with free
pictures of everything on Earth?
            Paul Houle
How it all started




Photo Credit: Daniel Sparing   The slides to this talk are licensed CC-BY-SA/3.0
Flickr kills the dream…
But Creative Commons Saves the Day
animalphotos.info
dbpedia& the semantic web

 Subject         Predicate (Verb)       Object


 <dbpedia:Albatross><rdf:type><dbpedia-owl:Bird> .




                       http://dbpedia.org/ontology/Bird

           http://www.w3.org/1999/02/22-rdf-syntax-ns#type

http://dbpedia.org/resource/Albatross
Taxonomy Construction and Data Integration

                            Input Data

     RDF            Freebase           Relational     CSV



                    RDF Processing Pipeline

   OWL         SPARQL 1.1       SPIN           RIF    Hadoop



                               Output
Triple Store    RDF File        CMS           NoSQL   Lucene
automating the process

Identify topics      search for candidates   filter correct images




                                               describe images



dbpedia                    flickr
amazon mechanical turk
carpictures.cc
Fueleconomy.gov                                         Wikipedia

                                                       Honda Concept Cars

      2007     2008      2009
                                              S360             FCX          Civic

Chevrolet     Honda       Volkswagen
                                                    Front-Wheel Drive Vehicles

   Civic     Accord           Element




                   Chevrolet     Honda    Volkswagen


            S360      Civic      Accord   Element       FCX
the business model
              People use
                images



 Gather                        People
content                       make links




    Advertising         Site gets
     Revenue           more traffic
how many things exist?




The game of 20 questions  220 = about a million…
what sort of things exist?




“Everything on Earth:” Places, People, Creative Works, Life Forms, Technological
Artifacts
ny-pictures.com
geospatial selection +   Wikipedia graph
The only way is no
way…

The only limits are
no limits…

The only taxonomy
is no taxonomy…
exploring the earth’s noösphere
        people                                         creative works




                                    places
      inventions                                         life forms

Noösphere, according to the thought of Vladimir Vernadsky and Teilhard de
Chardin, denotes the "sphere of human thought".
ookaboo.com takes off
topics


      pictures




                 sources


                     Network analysis
                             +
                       Text analysis

ookaboo
                             +
                          Social
ookaboo
ookaboo semantic API
                         http://en.wikipedia.org/wiki/Thailand



                                        API




Thanks: Andyindia, Echiner1, Rene Eherhardt
Why don’t computers understand human language?


               The Ink is In The Pen




                The Pig is In The Pen
Thanks: Seaniz, GiangHồThịHoàng, Claudia Scholz and
the human memome project




     One ring to bind them all?
Top-down? Bottom-up? Both!




Merge data from a wide range of sources, continuously test against reality by
performance in practical applications
21st century knowledge engineering




             R
   Databases D          Logic
             F




“machine learning” + rules + social + …
A Market in Common Sense
Linked Data Business Models



     Free Shared
 Vocabulary Enables   …but the profit motive
  Interconnection…     spurs investment to
                       create quality data.
Ookaboo directions
•   Official RDF dump
•   More pictures
•   Better navigation
•   Better accuracy
•   Semantically targeted advertising
Questions?




                       http://ookaboo.com/


All images on Ookaboo are public domain or creative commons and can be used
              freely for commercial and non-commercial purposes

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What would you do with free pictures of everything on Earth?

  • 1. What would you do with free pictures of everything on Earth? Paul Houle
  • 2. How it all started Photo Credit: Daniel Sparing The slides to this talk are licensed CC-BY-SA/3.0
  • 3. Flickr kills the dream…
  • 4. But Creative Commons Saves the Day
  • 6. dbpedia& the semantic web Subject Predicate (Verb) Object <dbpedia:Albatross><rdf:type><dbpedia-owl:Bird> . http://dbpedia.org/ontology/Bird http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://dbpedia.org/resource/Albatross
  • 7. Taxonomy Construction and Data Integration Input Data RDF Freebase Relational CSV RDF Processing Pipeline OWL SPARQL 1.1 SPIN RIF Hadoop Output Triple Store RDF File CMS NoSQL Lucene
  • 8. automating the process Identify topics search for candidates filter correct images describe images dbpedia flickr
  • 11. Fueleconomy.gov Wikipedia Honda Concept Cars 2007 2008 2009 S360 FCX Civic Chevrolet Honda Volkswagen Front-Wheel Drive Vehicles Civic Accord Element Chevrolet Honda Volkswagen S360 Civic Accord Element FCX
  • 12. the business model People use images Gather People content make links Advertising Site gets Revenue more traffic
  • 13. how many things exist? The game of 20 questions  220 = about a million…
  • 14. what sort of things exist? “Everything on Earth:” Places, People, Creative Works, Life Forms, Technological Artifacts
  • 16. geospatial selection + Wikipedia graph
  • 17. The only way is no way… The only limits are no limits… The only taxonomy is no taxonomy…
  • 18. exploring the earth’s noösphere people creative works places inventions life forms Noösphere, according to the thought of Vladimir Vernadsky and Teilhard de Chardin, denotes the "sphere of human thought".
  • 20. topics pictures sources Network analysis + Text analysis ookaboo + Social
  • 22. ookaboo semantic API http://en.wikipedia.org/wiki/Thailand API Thanks: Andyindia, Echiner1, Rene Eherhardt
  • 23. Why don’t computers understand human language? The Ink is In The Pen The Pig is In The Pen Thanks: Seaniz, GiangHồThịHoàng, Claudia Scholz and
  • 24. the human memome project One ring to bind them all?
  • 25. Top-down? Bottom-up? Both! Merge data from a wide range of sources, continuously test against reality by performance in practical applications
  • 26. 21st century knowledge engineering R Databases D Logic F “machine learning” + rules + social + …
  • 27. A Market in Common Sense
  • 28. Linked Data Business Models Free Shared Vocabulary Enables …but the profit motive Interconnection… spurs investment to create quality data.
  • 29. Ookaboo directions • Official RDF dump • More pictures • Better navigation • Better accuracy • Semantically targeted advertising
  • 30. Questions? http://ookaboo.com/ All images on Ookaboo are public domain or creative commons and can be used freely for commercial and non-commercial purposes