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Introduction to Semantic Web and RDF RDF, Linked Data workshop at DANS The Hague, 28 th  July, 2010, Ivan Herman, W3C
The Music site of the BBC
The Music site of the BBC
How to build such a site 1. ,[object Object]
And the site gets soon out-of-date
How to build such a site 2. ,[object Object]
“ Scrape” the sites with a program to extract the information ,[object Object],[object Object]
How to build such a site 3. ,[object Object]
Understand those… ,[object Object],[object Object]
Easily get out of date again…
The choice of the BBC ,[object Object]
data can be extracted using, eg, HTTP requests or standard queries
In short… ,[object Object]
Use the community at large as content editors
And this is no secret…
Data on the Web ,[object Object]
But… data are often in isolation, “silos” Photo credit Alex (ajagendorf25), Flickr
Imagine… ,[object Object]
but there would be no hyperlinks among them
And the problem  is  real…
Data on the Web is not enough… ,[object Object]
ie, data can be  integrated  over the Web ,[object Object]
In what follows… ,[object Object]
The rough structure of data integration ,[object Object]
Start making queries on the whole! ,[object Object]
We start with a book...
A   simplified bookstore data  (dataset “A”) ID Author Title Publisher Year ISBN 0-00-6511409-X id_xyz The Glass Palace id_qpr 2000 ID Name Homepage id_xyz Ghosh, Amitav http://www.amitavghosh.com ID Publisher’s name City id_qpr Harper Collins London
1 st :  export your data as a set of  relations http://…isbn/000651409X Ghosh, Amitav http://www.amitavghosh.com The Glass Palace 2000 London Harper Collins a:title a:year a:city a:p_name a:name a:homepage a:author a:publisher
Some notes on the exporting the data ,[object Object]
how the graph is represented in machine is immaterial for now
Some notes on the exporting the data ,[object Object]
scraping HTML pages
extracting data from Excel sheets
etc. ,[object Object]
Same book in French…
Another bookstore data  (dataset “F”) A B C D 1 ID Titre Traducteur Original 2 ISBN 2020286682 Le Palais des Miroirs $A12$ ISBN 0-00-6511409-X 3 4 5 6 ID Auteur 7 ISBN 0-00-6511409-X $A11$ 8 9 10 Nom 11 Ghosh, Amitav 12 Besse, Christianne
2 nd : export your second set of data http://…isbn/000651409X Ghosh, Amitav Besse, Christianne Le palais des miroirs f:original f:nom f:traducteur f:auteur f:titre http://…isbn/2020386682 f:nom
3 rd : start merging your data http://…isbn/000651409X Ghosh, Amitav Besse, Christianne Le palais des miroirs f:original f:nom f:traducteur f:auteur f:titre http://…isbn/2020386682 f:nom http://…isbn/000651409X Ghosh, Amitav http://www.amitavghosh.com The Glass Palace 2000 London Harper Collins a:title a:year a:city a:p_name a:name a:homepage a:author a:publisher
3 rd : start merging your data (cont) http://…isbn/000651409X Ghosh, Amitav Besse, Christianne Le palais des miroirs f:original f:nom f:traducteur f:auteur f:titre http://…isbn/2020386682 f:nom http://…isbn/000651409X Ghosh, Amitav http://www.amitavghosh.com The Glass Palace 2000 London Harper Collins a:title a:year a:city a:p_name a:name a:homepage a:author a:publisher Same URI!
3 rd : start merging your data a:title Ghosh, Amitav Besse, Christianne Le palais des miroirs f:original f:nom f:traducteur f:auteur f:titre http://…isbn/2020386682 f:nom Ghosh, Amitav http://www.amitavghosh.com The Glass Palace 2000 London Harper Collins a:year a:city a:p_name a:name a:homepage a:author a:publisher http://…isbn/000651409X
Start making queries… ,[object Object]
… but can be retrieved by merging with dataset “A”!
However, more can be achieved… ,[object Object]
But an automatic merge doest not know that!
Let us add some extra information to the merged data: ,[object Object]
both identify a “Person”
a term that a community may have already defined: ,[object Object]
it can be used as a “category” for certain type of resources

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Slides

  • 1. Introduction to Semantic Web and RDF RDF, Linked Data workshop at DANS The Hague, 28 th July, 2010, Ivan Herman, W3C
  • 2. The Music site of the BBC
  • 3. The Music site of the BBC
  • 4.
  • 5. And the site gets soon out-of-date
  • 6.
  • 7.
  • 8.
  • 9.
  • 10. Easily get out of date again…
  • 11.
  • 12. data can be extracted using, eg, HTTP requests or standard queries
  • 13.
  • 14. Use the community at large as content editors
  • 15. And this is no secret…
  • 16.
  • 17. But… data are often in isolation, “silos” Photo credit Alex (ajagendorf25), Flickr
  • 18.
  • 19. but there would be no hyperlinks among them
  • 20. And the problem is real…
  • 21.
  • 22.
  • 23.
  • 24.
  • 25.
  • 26. We start with a book...
  • 27. A simplified bookstore data (dataset “A”) ID Author Title Publisher Year ISBN 0-00-6511409-X id_xyz The Glass Palace id_qpr 2000 ID Name Homepage id_xyz Ghosh, Amitav http://www.amitavghosh.com ID Publisher’s name City id_qpr Harper Collins London
  • 28. 1 st : export your data as a set of relations http://…isbn/000651409X Ghosh, Amitav http://www.amitavghosh.com The Glass Palace 2000 London Harper Collins a:title a:year a:city a:p_name a:name a:homepage a:author a:publisher
  • 29.
  • 30. how the graph is represented in machine is immaterial for now
  • 31.
  • 33. extracting data from Excel sheets
  • 34.
  • 35. Same book in French…
  • 36. Another bookstore data (dataset “F”) A B C D 1 ID Titre Traducteur Original 2 ISBN 2020286682 Le Palais des Miroirs $A12$ ISBN 0-00-6511409-X 3 4 5 6 ID Auteur 7 ISBN 0-00-6511409-X $A11$ 8 9 10 Nom 11 Ghosh, Amitav 12 Besse, Christianne
  • 37. 2 nd : export your second set of data http://…isbn/000651409X Ghosh, Amitav Besse, Christianne Le palais des miroirs f:original f:nom f:traducteur f:auteur f:titre http://…isbn/2020386682 f:nom
  • 38. 3 rd : start merging your data http://…isbn/000651409X Ghosh, Amitav Besse, Christianne Le palais des miroirs f:original f:nom f:traducteur f:auteur f:titre http://…isbn/2020386682 f:nom http://…isbn/000651409X Ghosh, Amitav http://www.amitavghosh.com The Glass Palace 2000 London Harper Collins a:title a:year a:city a:p_name a:name a:homepage a:author a:publisher
  • 39. 3 rd : start merging your data (cont) http://…isbn/000651409X Ghosh, Amitav Besse, Christianne Le palais des miroirs f:original f:nom f:traducteur f:auteur f:titre http://…isbn/2020386682 f:nom http://…isbn/000651409X Ghosh, Amitav http://www.amitavghosh.com The Glass Palace 2000 London Harper Collins a:title a:year a:city a:p_name a:name a:homepage a:author a:publisher Same URI!
  • 40. 3 rd : start merging your data a:title Ghosh, Amitav Besse, Christianne Le palais des miroirs f:original f:nom f:traducteur f:auteur f:titre http://…isbn/2020386682 f:nom Ghosh, Amitav http://www.amitavghosh.com The Glass Palace 2000 London Harper Collins a:year a:city a:p_name a:name a:homepage a:author a:publisher http://…isbn/000651409X
  • 41.
  • 42. … but can be retrieved by merging with dataset “A”!
  • 43.
  • 44. But an automatic merge doest not know that!
  • 45.
  • 46. both identify a “Person”
  • 47.
  • 48. it can be used as a “category” for certain type of resources
  • 49. 3 rd revisited: use the extra knowledge Besse, Christianne Le palais des miroirs f:original f:nom f:traducteur f:auteur f:titre http://…isbn/2020386682 f:nom Ghosh, Amitav http://www.amitavghosh.com The Glass Palace 2000 London Harper Collins a:title a:year a:city a:p_name a:name a:homepage a:author a:publisher http://…isbn/000651409X http://…foaf/Person r:type r:type
  • 50.
  • 51.
  • 52. adding three simple extra statements as an extra “glue”
  • 53.
  • 54.
  • 55. Merge with Wikipedia data Besse, Christianne Le palais des miroirs f:original f:nom f:traducteur f:auteur f:titre http://…isbn/2020386682 f:nom Ghosh, Amitav http://www.amitavghosh.com The Glass Palace 2000 London Harper Collins a:title a:year a:city a:p_name a:name a:homepage a:author a:publisher http://…isbn/000651409X http://…foaf/Person r:type r:type http://dbpedia.org/../Amitav_Ghosh r:type foaf:name w:reference
  • 56. Merge with Wikipedia data Besse, Christianne Le palais des miroirs f:original f:nom f:traducteur f:auteur f:titre http://…isbn/2020386682 f:nom Ghosh, Amitav http://www.amitavghosh.com The Glass Palace 2000 London Harper Collins a:title a:year a:city a:p_name a:name a:homepage a:author a:publisher http://…isbn/000651409X http://…foaf/Person r:type r:type http://dbpedia.org/../Amitav_Ghosh http://dbpedia.org/../The_Hungry_Tide http://dbpedia.org/../The_Calcutta_Chromosome http://dbpedia.org/../The_Glass_Palace r:type foaf:name w:reference w:author_of w:author_of w:author_of w:isbn
  • 57. Merge with Wikipedia data Besse, Christianne Le palais des miroirs f:original f:nom f:traducteur f:auteur f:titre http://…isbn/2020386682 f:nom Ghosh, Amitav http://www.amitavghosh.com The Glass Palace 2000 London Harper Collins a:title a:year a:city a:p_name a:name a:homepage a:author a:publisher http://…isbn/000651409X http://…foaf/Person r:type r:type http://dbpedia.org/../Amitav_Ghosh http://dbpedia.org/../The_Hungry_Tide http://dbpedia.org/../The_Calcutta_Chromosome http://dbpedia.org/../Kolkata http://dbpedia.org/../The_Glass_Palace r:type foaf:name w:reference w:author_of w:author_of w:author_of w:born_in w:isbn w:long w:lat
  • 58.
  • 59. What happened via automatic means is done every day by Web users!
  • 60. The difference: a bit of extra rigour so that machines could do this, too
  • 61.
  • 62. are of different formats (mysql, excel sheet, etc)
  • 63.
  • 64.
  • 65. As a result, new relations could be found and retrieved
  • 66.
  • 68.
  • 69. What did we do? (cont) Data in various formats Data represented in abstract format Applications Map, Expose, … Manipulate Query …
  • 70.
  • 71.
  • 72. add/extract RDF information to/from XML, (X)HTML: GRDDL, RDFa
  • 73. a query language adapted for graphs: SPARQL
  • 74.
  • 75. Using these technologies… Data in various formats Data represented in RDF with extra knowledge (RDFS, SKOS, RIF, OWL,…) Applications RDB  RDF, GRDL, RDFa, … SPARQL, Inferences …
  • 76.
  • 77. Large number of vocabularies, ontologies, etc, are available in various areas
  • 78.
  • 80.
  • 81. leads to a lack of understanding of the technology
  • 82.
  • 83. How does one incorporate uncertainty information?
  • 84. What is the granularity for access control, security, privacy…
  • 85. What types of user interfaces should we have for a Web of Data?
  • 86. etc.
  • 87. Fit in the larger landscape… Courtesy of Sandro Hawke, W3C
  • 88. Thank you for your attention! These slides are also available on the Web: http://www.w3.org/2010/Talks/0728-TheHague-IH/