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Introduction to Linked Data Juan F. Sequeda Semantic Technology Conference June 2011
What is the Semantic Web?
What is the Semantic Web?
Internet != Web
What is the Web? “… the Web, is a system of interlinked hypertext documents accessed via the Internet. With a web browser, one can view web pages that may contain text, images […] and navigate between them via hyperlinks” http://en.wikipedia.org/wiki/World_Wide_Web
Current Web = internet + links + docs
History of the Web Created by Tim Berners-Lee at CERN in 1989 Mosaic browser in 1993 W3C created in 1994 Exponential growth mid 90s Amazon, Ebay – 1995 Search engines – Google 1998 Dot-com boom 1997 – 2001 Web 2.0 – blogs, Facebook, Twitter, etc
What is the problem?
WHAT’S THE WEATHER IN SAN FRANCISCO TODAY?
What is the problem? The web is full of documents We aren’t always interested in documents We are interested in THINGS These THINGS might be in documents We can read a HTML document rendered in a browser and find what we are searching for This is hard for computers.  Computers have to guess (even though they are pretty good at it)
The Web is a Data Shredder Structured Data Unstructured Data Thanks Martin Hepp
What would we like? Make it easy for computers/software to find THINGS Do you SEARCH or do you FIND?
Search for Football Players who went to the University of Texas at Austin, played for the Dallas Cowboys as Cornerback
Why can’t we just FIND it…
Guess how I FOUND out?
On a Semantic Web Besides publishing documents on the web which computers can’t understand easily Let’s publish on the web something that computers can understand DATA
The Semantic Web is a web of linked data The current web is a web of  linked documents
But wait… doesn’t the web already have data?
Current Data on the Web Relational Databases APIs XML CSV XLS … Can’t computers and applications already consume that data on the web?
Yes! But it is all in different formats and data models!
This makes it hard to integrate data
The data in different data sources aren’t linked
For example, how do I know that the Juan Sequeda in Facebook is the same as Juan Sequeda in Twitter
Or if I create a mashup from different services, I have to learn different APIs and I get different formats of data back
Data is Siloed
Wouldn’t it be great if we had a standard way of publishing data on the Web?
We have a standardized way of publishing documents on the web, right? HTML
Then why can’t we have a standard way of publishing data on the Web?
Good question! And the answer is YES. There is! RDF
Resource Description Framework (RDF) A data model  A way to model data i.e. Relational databases use relational data model RDF is a triple data model Labeled Graph Subject, Predicate, Object <Juan> <was born in> <California> <California> <is part of> <the USA> <Juan> <has hobby> <Salsa dancing>
RDF can be serialized in different ways RDF/XML RDFa (RDF in HTML) N3 Turtle JSON
So does that mean that I have to publish my data in RDF now?
You don’t have to… but we would like you to 
An example
Document on the Web
Databases back up documents THINGS have PROPERTIES: A Book as a Title, an author, … This is a THING: A book title “Programming the Semantic Web” by Toby Segaran, …
Lets represent the data in RDF Programming the Semantic Web title author book Toby Segaran isbn 978-0-596-15381-6 publisher name Publisher O’Reilly
Remember that we are on the web Everything on the web is identified by a URI
And now let’s link the data to other data Programming the Semantic Web title author http://…/isbn978 Toby Segaran isbn 978-0-596-15381-6 publisher name http://…/publisher1 O’Reilly
And now consider the data from Revyu.com hasReview http://…/review1 http://…/isbn978 description reviewer Awesome Book http://…/reviewer name Juan Sequeda
Let’s start to link data hasReview http://…/review1 http://…/isbn978 Programming the Semantic Web title description sameAs hasReviewer Awesome Book author http://…/isbn978 Toby Segaran http://…/reviewer name isbn 978-0-596-15381-6 Juan Sequeda publisher name http://…/publisher1 O’Reilly
Juan Sequeda publishes data too http://juansequeda.com/id http://dbpedia.org/Austin livesIn name Juan Sequeda
Let’s link more data hasReview http://…/review1 http://…/isbn978 description hasReviewer Awesome Book http://…/reviewer name Juan Sequeda sameAs http://juansequeda.com/id http://dbpedia.org/Austin livesIn name Juan Sequeda
And more hasReview http://…/review1 http://…/isbn978 Programming the Semantic Web title description sameAs hasReviewer Awesome Book author http://…/isbn978 Toby Segaran http://…/reviewer name isbn 978-0-596-15381-6 Juan Sequeda publisher sameAs http://…/publisher1 name O’Reilly http://juansequeda.com/id http://dbpedia.org/Austin livesIn name Juan Sequeda
Data on the Web that is in RDF and is linked to other RDF data is LINKED DATA
Linked Data Principles Use URIs as names for things Use HTTP URIs so that people can look up (dereference) those names. When someone looks up a URI, provide useful information. Include links to other URIs so that they can discover more things.
Linked Data makes the web appear as ONEGIANTHUGEGLOBALDATABASE!
I can query a database with SQL. Is there a way to query Linked Data with a query language?
Yes! There is actually a standardize language for that SPARQL
FIND all the reviews on the book “Programming the Semantic Web” by people who live in Austin
SELECT ?review ?comment WHERE {   isbn:978 ex:hasReview ?review .   ?review ex:description ?comment .   ?review ex:hasReviewer ?person .   ?person ex:livesdbpedia:Austin . }
SELECT ?review ?comment WHERE { isbn:978 ex:hasReview ?review . ?review ex:description ?comment . ?review ex:hasReviewer ?person . ?person ex:livesdbpedia:Austin . } hasReview http://…/review1 http://…/isbn978 Programming the Semantic Web title description sameAs hasReviewer Awesome Book author http://…/isbn978 Toby Segaran http://…/reviewer name isbn 978-0-596-15381-6 Juan Sequeda publisher sameAs name http://…/publisher1 O’Reilly http://juansequeda.com http://dbpedia.org/Austin livesIn name Juan Sequeda
This looks cool, but let’s be realistic. What is the incentive to publish Linked Data?
What was your incentive to publish an HTML page in 1990?
1) Share data in documents2) Because you neighbor was doing it… later on …3) Marketing, Advertising, SEO
So why should we publish Linked Data in 2011?
1) Share data as data2) Because you neighbor is doing it…3) (Semantic) SEO ++
Linked Data Publishers UK Government US Government BBC Open Calais – Thomson Reuters Freebase/Google NY Times Best Buy CNET Dbpedia Overstock.com O’Reilly Media …
May 2007
Oct 2007
Nov 2007
Feb 2008
Mar 2008
Sept 2008
Mar 2009 (1)
Mar 2009 (2)
July 2009
September 2010
June 2011 YOU GET THE PICTURE ITS BIG and getting BIGGER and BIGGER
QUESTIONS?

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Introduction to Linked Data 1/5

  • 1. Introduction to Linked Data Juan F. Sequeda Semantic Technology Conference June 2011
  • 2. What is the Semantic Web?
  • 3. What is the Semantic Web?
  • 5.
  • 6. What is the Web? “… the Web, is a system of interlinked hypertext documents accessed via the Internet. With a web browser, one can view web pages that may contain text, images […] and navigate between them via hyperlinks” http://en.wikipedia.org/wiki/World_Wide_Web
  • 7. Current Web = internet + links + docs
  • 8. History of the Web Created by Tim Berners-Lee at CERN in 1989 Mosaic browser in 1993 W3C created in 1994 Exponential growth mid 90s Amazon, Ebay – 1995 Search engines – Google 1998 Dot-com boom 1997 – 2001 Web 2.0 – blogs, Facebook, Twitter, etc
  • 9. What is the problem?
  • 10. WHAT’S THE WEATHER IN SAN FRANCISCO TODAY?
  • 11.
  • 12.
  • 13.
  • 14. What is the problem? The web is full of documents We aren’t always interested in documents We are interested in THINGS These THINGS might be in documents We can read a HTML document rendered in a browser and find what we are searching for This is hard for computers. Computers have to guess (even though they are pretty good at it)
  • 15. The Web is a Data Shredder Structured Data Unstructured Data Thanks Martin Hepp
  • 16. What would we like? Make it easy for computers/software to find THINGS Do you SEARCH or do you FIND?
  • 17. Search for Football Players who went to the University of Texas at Austin, played for the Dallas Cowboys as Cornerback
  • 18.
  • 19.
  • 20.
  • 21. Why can’t we just FIND it…
  • 22.
  • 23.
  • 24. Guess how I FOUND out?
  • 25. On a Semantic Web Besides publishing documents on the web which computers can’t understand easily Let’s publish on the web something that computers can understand DATA
  • 26. The Semantic Web is a web of linked data The current web is a web of linked documents
  • 27. But wait… doesn’t the web already have data?
  • 28. Current Data on the Web Relational Databases APIs XML CSV XLS … Can’t computers and applications already consume that data on the web?
  • 29. Yes! But it is all in different formats and data models!
  • 30. This makes it hard to integrate data
  • 31. The data in different data sources aren’t linked
  • 32. For example, how do I know that the Juan Sequeda in Facebook is the same as Juan Sequeda in Twitter
  • 33. Or if I create a mashup from different services, I have to learn different APIs and I get different formats of data back
  • 35. Wouldn’t it be great if we had a standard way of publishing data on the Web?
  • 36. We have a standardized way of publishing documents on the web, right? HTML
  • 37. Then why can’t we have a standard way of publishing data on the Web?
  • 38. Good question! And the answer is YES. There is! RDF
  • 39. Resource Description Framework (RDF) A data model A way to model data i.e. Relational databases use relational data model RDF is a triple data model Labeled Graph Subject, Predicate, Object <Juan> <was born in> <California> <California> <is part of> <the USA> <Juan> <has hobby> <Salsa dancing>
  • 40. RDF can be serialized in different ways RDF/XML RDFa (RDF in HTML) N3 Turtle JSON
  • 41. So does that mean that I have to publish my data in RDF now?
  • 42. You don’t have to… but we would like you to 
  • 45. Databases back up documents THINGS have PROPERTIES: A Book as a Title, an author, … This is a THING: A book title “Programming the Semantic Web” by Toby Segaran, …
  • 46. Lets represent the data in RDF Programming the Semantic Web title author book Toby Segaran isbn 978-0-596-15381-6 publisher name Publisher O’Reilly
  • 47. Remember that we are on the web Everything on the web is identified by a URI
  • 48. And now let’s link the data to other data Programming the Semantic Web title author http://…/isbn978 Toby Segaran isbn 978-0-596-15381-6 publisher name http://…/publisher1 O’Reilly
  • 49. And now consider the data from Revyu.com hasReview http://…/review1 http://…/isbn978 description reviewer Awesome Book http://…/reviewer name Juan Sequeda
  • 50. Let’s start to link data hasReview http://…/review1 http://…/isbn978 Programming the Semantic Web title description sameAs hasReviewer Awesome Book author http://…/isbn978 Toby Segaran http://…/reviewer name isbn 978-0-596-15381-6 Juan Sequeda publisher name http://…/publisher1 O’Reilly
  • 51. Juan Sequeda publishes data too http://juansequeda.com/id http://dbpedia.org/Austin livesIn name Juan Sequeda
  • 52. Let’s link more data hasReview http://…/review1 http://…/isbn978 description hasReviewer Awesome Book http://…/reviewer name Juan Sequeda sameAs http://juansequeda.com/id http://dbpedia.org/Austin livesIn name Juan Sequeda
  • 53. And more hasReview http://…/review1 http://…/isbn978 Programming the Semantic Web title description sameAs hasReviewer Awesome Book author http://…/isbn978 Toby Segaran http://…/reviewer name isbn 978-0-596-15381-6 Juan Sequeda publisher sameAs http://…/publisher1 name O’Reilly http://juansequeda.com/id http://dbpedia.org/Austin livesIn name Juan Sequeda
  • 54. Data on the Web that is in RDF and is linked to other RDF data is LINKED DATA
  • 55. Linked Data Principles Use URIs as names for things Use HTTP URIs so that people can look up (dereference) those names. When someone looks up a URI, provide useful information. Include links to other URIs so that they can discover more things.
  • 56. Linked Data makes the web appear as ONEGIANTHUGEGLOBALDATABASE!
  • 57. I can query a database with SQL. Is there a way to query Linked Data with a query language?
  • 58. Yes! There is actually a standardize language for that SPARQL
  • 59. FIND all the reviews on the book “Programming the Semantic Web” by people who live in Austin
  • 60. SELECT ?review ?comment WHERE { isbn:978 ex:hasReview ?review . ?review ex:description ?comment . ?review ex:hasReviewer ?person . ?person ex:livesdbpedia:Austin . }
  • 61. SELECT ?review ?comment WHERE { isbn:978 ex:hasReview ?review . ?review ex:description ?comment . ?review ex:hasReviewer ?person . ?person ex:livesdbpedia:Austin . } hasReview http://…/review1 http://…/isbn978 Programming the Semantic Web title description sameAs hasReviewer Awesome Book author http://…/isbn978 Toby Segaran http://…/reviewer name isbn 978-0-596-15381-6 Juan Sequeda publisher sameAs name http://…/publisher1 O’Reilly http://juansequeda.com http://dbpedia.org/Austin livesIn name Juan Sequeda
  • 62. This looks cool, but let’s be realistic. What is the incentive to publish Linked Data?
  • 63. What was your incentive to publish an HTML page in 1990?
  • 64. 1) Share data in documents2) Because you neighbor was doing it… later on …3) Marketing, Advertising, SEO
  • 65. So why should we publish Linked Data in 2011?
  • 66. 1) Share data as data2) Because you neighbor is doing it…3) (Semantic) SEO ++
  • 67. Linked Data Publishers UK Government US Government BBC Open Calais – Thomson Reuters Freebase/Google NY Times Best Buy CNET Dbpedia Overstock.com O’Reilly Media …
  • 78. June 2011 YOU GET THE PICTURE ITS BIG and getting BIGGER and BIGGER