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Big Data on the Web – What We Will Do

                                        Haklae Kim, PhD. , April 2012
Today
This Presentation .....

                     Open Data and       The Semantic Web
  Introduction                                              What We Will Do
                  Open Government Data     & Linked Data




                                                                              2
Let’s Start
Web in Transition
“a steady progression from a document-centric Web to one that is data-centric, including the mediation of semantics”




                                                                                                   (Source: Mike, 2007)


                                                                                                                          3
4
Let’s Start
Big Data
“data that becomes large enough that it cannot be processed using conventional methods”




              “Big Data is like Sex in High School–Lots of people are talking about it, but few are having it.”
                                                                  -Eric Hansen, SiteSpect founder and CEO


                                                                                                              5
Today
This Presentation .....

                     Open Data and       The Semantic Web
  Introduction                                              What We Will Do
                  Open Government Data     & Linked Data




                                                                              6
Overview
Data on the Web


    Data is information about things



    Data is something machines can process



    Data drives applications (e.g. web sites, mobile services)



    Data is relations among things


                                                                 7
Definition
What is Open (Government) Data?

                      “Open”
                      material (data) is open if it can be freely   used,
                      reused and redistributed by anyone

                      “Government data”
                      data and information produced
                                            or
                      commissioned by government or
                      government controlled entities.

                                                  Source: Open Knowledge Foundation, 2010




                                                                                     8
• Transparency
• Participation
• Collaboration




“My administration is committed to creating an unprecedented level of
openness in Government.” – Barack Obama
          “Memorandum for the Heads of Executive Departments and Agencies – Transparency and Open Government” Jan 2009
10
http://www.practicalparticipation.co.uk/odi/wp-content/uploads/2010/06/Open-Data-Impacts-Timeline-Draft-0.1.png
Public Sector Dataset
The State of Open Government Data




                                    Source: http://tinyurl.com/44rub56

                                                             11
Case Studies
Applications




 Postcode Newspaper   Where Does My Money Go   World Events Visualiser   EU Public Data




                                                                                          12
Today
This Presentation .....

                     Open Data and       The Semantic Web
  Introduction                                              What We Will Do
                  Open Government Data     & Linked Data




                                                                          13
14
Source: http://www.scientificamerican.com/article.cfm?id=the-semantic-web-overview
Let’s Start
The Web as a Global Data Platform
 .. a system of interlinked hypertext documents accessed via the Internet




                                                                            15
All data including documents, services, people ...



  DATA                   links
                                 DATA
The Semantic Web is not about links between web pages.
                                                   16
Overview
Linked Data & The Semantic Web
“The Semantic Web isn't just about putting data on the web. It is about making links, so that a person or
machine can explore the web of data. With linked data, when you have some of it, you can find other, related,
data” - TBL.




                                                    5      Stars Open linked data

                                                             ★     Make your stuff available on the Web

                                                           ★★      Make it avaiable as structured data

                                                        ★★★        Use open, standard formats (instead of excel)

                                                     ★★★★          Use a open data format – URLs, descriptions

                                                  ★★★★★            Link your data to other people’s data




                                                                                                           17
Overview
Growth of Interlinks
… Linked Data provides the means to reach the goal of the Semantic Web – “the
emergence of a Web of Data”




   2007-05-01    2007-10-08       2007-11-10     2008-02-28      2008-03-31




    2008-09-18    2009-03-05     2009-03-27      2009-07-14      2010-09-22
                                                                                18
Structured Wikipedia                                  Multimedia Content




DBpedia                                                       BBC



        Commercial Product                                    Government Data




Best Buy                                                  UK Gov


                     October, 2011                                                 19
295 interlinked datasets, approximately 31 billions triples
Why
Linked Data and Open Government Data




                                       20
Case Studies
Applications




     DBPedia   BBC   New York Times   thedatahub




                                                   21
Case Studies
Linked Government Data




       UK        Data-Gov Wiki   Code for America   Data Market




                                                                  22
Today
This Presentation .....

                     Open Data and       The Semantic Web
  Introduction                                              What We Will Do
                  Open Government Data     & Linked Data




                                                                          23
Question
What is the Semantic Web for?




    Standards       Search      Inference   Intelligence




                                                           24
Case Studies
Google’s Semantic Search
People should be able to ask questions and we should understand their meaning, or they should be able to talk
about things at a conceptual level. ... A lot of people will turn to things like the semantic Web as a possible answer to
that.“ - Google Vice President of Search Products & User Experience Marissa Mayer




an initiative launched on 2 June 2011 by Bing, Google and Yahoo!
to "create and support a common set of schemas for structured
data markup on web pages."


Freebase is an open, Creative Commons licensed repository
of structured data of almost 22 million entities. An entity is a single
person, place, or thing connected by a graph.




The Knowledge Graph is a collection of information sources that
help discern a user’s specified intent with each individual query.
The graph is actually an encyclopedia with structured information         http://schema.org/docs/full.html
obtained from the web. (currently, 200 million entities)

                                                                                                                 25
Case Studies
Apple’s Siri
Ask Siri how Apple recorded the best quarter in history for a tech company, and her answer should be: " Me."



Siri (Speech Interpretation and Recognition Interface) is           Knowledge Navigator (1987)
an intelligent personal assistant and knowledge navigator which     a concept described by former Apple Computer CEO John
works as an application for Apple's iOS.                            Sculley in his 1987 book, Odyssey.

A Brief History
- In December 2007 Siri, Inc. was formed by Dag Kittlaus (CEO),
Adam Cheyer (VP Engineering), and Tom Gruber (CTO/VP Design).
- Siri Inc. went after funding and by November 2009 it had
secured $15.5 million investment, resulted in the creation of the
first Siri application, which debuted on the iPhone 3GS in
February 2010.
- Siri acquired by Apple; iPhone becomes the Virtual Personal
Assistant




                                                                    (Source: http://www.youtube.com/watch?v=QRH8eimU_20)

                                                                                                                           26
Case Studies
Active Ontology
A processing formalism where distinct processing elements are arranged according to ontology notions;
an execution environment.
                                                         Basic concepts
                                                          * Ontology : A data structure
                                                             - Formal representation for domain knowledge
                                                             - Classes, attributes, relations
                                                          * Active Ontology : A processing environment
                                                            - Processing elements arranged according to ontology notions
                                                            - Communication channels

                                                                                     P    movie



                                                              P     genre          P      actor          P      rating



                                                             rule set
                                                                  rule
                                                                    rule
                                                                      rule
                                                                     condition
                                                                       condition
                                                                         condition
                                                                       action
                                                                         action
                                                                           action
                                                                                                  (Baur et al., 2007)
                                                                                                                  27
Examples
Active Framework
a platform for constructing service-oriented applications which can be accessed through multiple modalities in a
natural, task-oriented manner that leverages context throughout the experience

Active Editor
                                                                   “find action movies in San Francisco”
         Active Ontology                                                 “nearby Chinese restaurants”
                                 Active Server


                                        Facts store

                                        Evaluation
                                         Engine


                                  Active Ontology
                                     Active Ontology
Active Console
                                        Active Ontology




                                          (Baur et al., 2007)
                                                                                                           28
What We Will Do
Interdisciplinary Collaboration




                    Difficult



 Think
 Hope is not a strategy and the “change” has been change for
 the worse, and not better.                                    29
References
- Charles Baur, Adam Cheyer, Didier Guzzoni, Active, a platform for building intelligent software

- Page 1: http://www.w3.org/DesignIssues/diagrams/websci/Marius%20Watz%20-%20Web%20Science%20artwork.png
- Page 4: http://www.go-gulf.com/60seconds.jpg
- Page 9: http://cloud.frontpagemag.com/wp-content/uploads/2012/03/obama11.jpg
- Page 27: http://www.patentlyapple.com/.a/6a0120a5580826970c0168e5ccdd81970c-800wi
- Page 29: http://programminggeeks.com/wp-content/uploads/2010/05/Programming-Geeks-Web-Science.jpg
- Page 29: http://3.bp.blogspot.com/-C0Kyck90Djo/T4KZTg3k1XI/AAAAAAAAAsE/RUp165S0FCQ/s1600/Commitment.jpeg




                                                                                                             30
For more information
contact Haklae Kim via

haklae.kim@gmail.com
Twitter: haklaekim

Or read up on the
sonagi blog at:

http://blogweb.co.kr

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Big Data on the Web – What We Will Do

  • 1. Jump into Action Big Data on the Web – What We Will Do Haklae Kim, PhD. , April 2012
  • 2. Today This Presentation ..... Open Data and The Semantic Web Introduction What We Will Do Open Government Data & Linked Data 2
  • 3. Let’s Start Web in Transition “a steady progression from a document-centric Web to one that is data-centric, including the mediation of semantics” (Source: Mike, 2007) 3
  • 4. 4
  • 5. Let’s Start Big Data “data that becomes large enough that it cannot be processed using conventional methods” “Big Data is like Sex in High School–Lots of people are talking about it, but few are having it.” -Eric Hansen, SiteSpect founder and CEO 5
  • 6. Today This Presentation ..... Open Data and The Semantic Web Introduction What We Will Do Open Government Data & Linked Data 6
  • 7. Overview Data on the Web Data is information about things Data is something machines can process Data drives applications (e.g. web sites, mobile services) Data is relations among things 7
  • 8. Definition What is Open (Government) Data? “Open” material (data) is open if it can be freely used, reused and redistributed by anyone “Government data” data and information produced or commissioned by government or government controlled entities. Source: Open Knowledge Foundation, 2010 8
  • 9. • Transparency • Participation • Collaboration “My administration is committed to creating an unprecedented level of openness in Government.” – Barack Obama “Memorandum for the Heads of Executive Departments and Agencies – Transparency and Open Government” Jan 2009
  • 11. Public Sector Dataset The State of Open Government Data Source: http://tinyurl.com/44rub56 11
  • 12. Case Studies Applications Postcode Newspaper Where Does My Money Go World Events Visualiser EU Public Data 12
  • 13. Today This Presentation ..... Open Data and The Semantic Web Introduction What We Will Do Open Government Data & Linked Data 13
  • 15. Let’s Start The Web as a Global Data Platform .. a system of interlinked hypertext documents accessed via the Internet 15
  • 16. All data including documents, services, people ... DATA links DATA The Semantic Web is not about links between web pages. 16
  • 17. Overview Linked Data & The Semantic Web “The Semantic Web isn't just about putting data on the web. It is about making links, so that a person or machine can explore the web of data. With linked data, when you have some of it, you can find other, related, data” - TBL. 5 Stars Open linked data ★ Make your stuff available on the Web ★★ Make it avaiable as structured data ★★★ Use open, standard formats (instead of excel) ★★★★ Use a open data format – URLs, descriptions ★★★★★ Link your data to other people’s data 17
  • 18. Overview Growth of Interlinks … Linked Data provides the means to reach the goal of the Semantic Web – “the emergence of a Web of Data” 2007-05-01 2007-10-08 2007-11-10 2008-02-28 2008-03-31 2008-09-18 2009-03-05 2009-03-27 2009-07-14 2010-09-22 18
  • 19. Structured Wikipedia Multimedia Content DBpedia BBC Commercial Product Government Data Best Buy UK Gov October, 2011 19 295 interlinked datasets, approximately 31 billions triples
  • 20. Why Linked Data and Open Government Data 20
  • 21. Case Studies Applications DBPedia BBC New York Times thedatahub 21
  • 22. Case Studies Linked Government Data UK Data-Gov Wiki Code for America Data Market 22
  • 23. Today This Presentation ..... Open Data and The Semantic Web Introduction What We Will Do Open Government Data & Linked Data 23
  • 24. Question What is the Semantic Web for? Standards Search Inference Intelligence 24
  • 25. Case Studies Google’s Semantic Search People should be able to ask questions and we should understand their meaning, or they should be able to talk about things at a conceptual level. ... A lot of people will turn to things like the semantic Web as a possible answer to that.“ - Google Vice President of Search Products & User Experience Marissa Mayer an initiative launched on 2 June 2011 by Bing, Google and Yahoo! to "create and support a common set of schemas for structured data markup on web pages." Freebase is an open, Creative Commons licensed repository of structured data of almost 22 million entities. An entity is a single person, place, or thing connected by a graph. The Knowledge Graph is a collection of information sources that help discern a user’s specified intent with each individual query. The graph is actually an encyclopedia with structured information http://schema.org/docs/full.html obtained from the web. (currently, 200 million entities) 25
  • 26. Case Studies Apple’s Siri Ask Siri how Apple recorded the best quarter in history for a tech company, and her answer should be: " Me." Siri (Speech Interpretation and Recognition Interface) is Knowledge Navigator (1987) an intelligent personal assistant and knowledge navigator which a concept described by former Apple Computer CEO John works as an application for Apple's iOS. Sculley in his 1987 book, Odyssey. A Brief History - In December 2007 Siri, Inc. was formed by Dag Kittlaus (CEO), Adam Cheyer (VP Engineering), and Tom Gruber (CTO/VP Design). - Siri Inc. went after funding and by November 2009 it had secured $15.5 million investment, resulted in the creation of the first Siri application, which debuted on the iPhone 3GS in February 2010. - Siri acquired by Apple; iPhone becomes the Virtual Personal Assistant (Source: http://www.youtube.com/watch?v=QRH8eimU_20) 26
  • 27. Case Studies Active Ontology A processing formalism where distinct processing elements are arranged according to ontology notions; an execution environment. Basic concepts * Ontology : A data structure - Formal representation for domain knowledge - Classes, attributes, relations * Active Ontology : A processing environment - Processing elements arranged according to ontology notions - Communication channels P movie P genre P actor P rating rule set rule rule rule condition condition condition action action action (Baur et al., 2007) 27
  • 28. Examples Active Framework a platform for constructing service-oriented applications which can be accessed through multiple modalities in a natural, task-oriented manner that leverages context throughout the experience Active Editor “find action movies in San Francisco” Active Ontology “nearby Chinese restaurants” Active Server Facts store Evaluation Engine Active Ontology Active Ontology Active Console Active Ontology (Baur et al., 2007) 28
  • 29. What We Will Do Interdisciplinary Collaboration Difficult Think Hope is not a strategy and the “change” has been change for the worse, and not better. 29
  • 30. References - Charles Baur, Adam Cheyer, Didier Guzzoni, Active, a platform for building intelligent software - Page 1: http://www.w3.org/DesignIssues/diagrams/websci/Marius%20Watz%20-%20Web%20Science%20artwork.png - Page 4: http://www.go-gulf.com/60seconds.jpg - Page 9: http://cloud.frontpagemag.com/wp-content/uploads/2012/03/obama11.jpg - Page 27: http://www.patentlyapple.com/.a/6a0120a5580826970c0168e5ccdd81970c-800wi - Page 29: http://programminggeeks.com/wp-content/uploads/2010/05/Programming-Geeks-Web-Science.jpg - Page 29: http://3.bp.blogspot.com/-C0Kyck90Djo/T4KZTg3k1XI/AAAAAAAAAsE/RUp165S0FCQ/s1600/Commitment.jpeg 30
  • 31. For more information contact Haklae Kim via haklae.kim@gmail.com Twitter: haklaekim Or read up on the sonagi blog at: http://blogweb.co.kr