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

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Paul Houle
Paul Houle

A presentation I gave at the NYC Semantic Web meetup on Dec 8, 2011. I talk about Ookaboo.com, a collection of images that are tagged with precise Linked Data terms from Freebase and DBpedia.

TecnologíaEducación
1 de 30
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