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Overview of Open Data, Linked Data and Web Science

This document provides an overview of open data, linked data, and web science through conceptual discussions, case studies, and proposed next steps. It begins with definitions of key concepts like open data and the semantic web. Case studies demonstrate current applications of open data through government initiatives and technologies like Google's Knowledge Graph and Apple's Siri. The document concludes by acknowledging challenges with open data strategies and advocating for interdisciplinary collaboration to realize the potential of linked open government data.

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Introduction to open data concepts, with London 2012 as a case study of open data usage in real-world applications.

Definition and characteristics of Big Data and Open Government Data emphasizing its accessibility and promoting values like transparency and collaboration.

Illustration of successful open data applications and critical factors in implementing open data policies, emphasizing the challenges and strategies from various countries.

Discussion on transitioning to a data-centric web and the significance of linked data in realizing the Semantic Web, citing growth in interlinks and datasets.

Examples of semantic web applications like Google’s Semantic Search, Apple’s Siri, and the notion of Active Ontology for intelligent data processing.

Life cycle of linked data from awareness to use cases and the importance of linking data for richer online experiences.

Concerns regarding the sustainability of government data initiatives, highlighting budget issues and the role of government in maintaining public data accessibility.

Conceptual frameworks aim to maximize the economic benefits of open data through structured approaches and comparison of Open Data to Linked Data.

Call for collaborative efforts across fields to effectively manage and utilize open data in a changing technological landscape.

Citations of sources used throughout the presentation and contact information for further engagement.

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Making Emergent CreativityOverview of Open Data, Linked Data and Web Science                                     Haklae Kim, PhD. , August 2012
Best PracticesLondon 2012: Open Data Olympics                                  2
TodayThis Presentation .....Conceptual overview   Case Studies   The Semantic Web   What We Will Do                                                                      3
4
Let’s StartBig 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
DefinitionWhat is Open (Government) Data?                  “Open”                                        freely                  material (data) is open if it can be                  used, reused and redistributed by                  anyone                  “Government data”                               produced or                   data and information                  commissioned by government or                  government controlled entities.                                      Source: Open Knowledge Foundation, 2010                                                                         6
•  Transparency•  Participation•  Collaboration“My administration is committed to creating an unprecedented level ofopenness in Government.” – Barack Obama “Memorandum for the Heads of Executive Departments and Agencies – Transparency and Open Government” Jan 2009
TodayThis Presentation .....Conceptual overview   Case Studies   The Semantic Web   What We Will Do                                                                          8
9  h"p://www.prac+calpar+cipa+on.co.uk/odi/wp-­‐content/uploads/2010/06/Open-­‐Data-­‐Impacts-­‐Timeline-­‐Dra@-­‐0.1.png  
Case Studies   Top 10 Apps: Data.gov.uk  Where Does My Money Go             OurProperty.co.uk                  OpenlyLocal.com                PlanningAlerts.com                                                                                                                      10Source: Telegraph, 2010, http://www.telegraph.co.uk/technology/news/7044147/Data.gov.uk-Top-Ten-Apps-so-far.html
Public Sector DatasetThe State of Open Government Data                                    Source: http://tinyurl.com/44rub56                                                              11
Open Data StrategiesOpen data instruments“The application of the four types of instruments by the five countries is depicted – the largerthe circle the more instruments are applied” – Huijboom & Van den Broek, 2011.       Education and training                                       Voluntary approaches                 US                                         AU        ES         UK                 DK                             DK                      UK                                    ES                  AU             US                                                                             ES                              DK              US                         ES                                                   DK             AU                        AU                                                                            UK                                   UK                        US       Economic instruments                                        Legislation and control                                                                                             12
Critical factors    Drivers and barries of open data policy implementation    1            Strategies and experience in front runner countries   Closed government culture    2            Political leadership                                  Privacy legislation    3            Regional initiatives                                  Limited quality of data    4            Citizen initiatives                                   Limited user-friendliness/information overload    5            Market initiatives                                    Lack of standardization of open data policy    6            Emerging technologies                                 Security threats    7            European legislation                                  Existing charging models    8            Thought leaders                                       Uncertain economic impact    9            Possibility of monitoring government                  Digital divide   10            Budgets cuts                                          Network overloadSource:  Huijboom  and  Van  den  Broek,  2011                                                         13
TodayThis Presentation .....Conceptual overview   Case Studies   The Semantic Web   What We Will Do                                                                      14
Let’s StartWeb in Transition“a steady progression from a document-centric Web to one that is data-centric, including the mediation of semantics”                                                                                            (Source: Mike, 2007)                                                                                                             15
OverviewThe Semantic Web & Linked Data“The Semantic Web isn't just about putting data on the web. It is about making links, so that aperson 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 available 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                                                                                                 16
OverviewGrowth 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                                                                              17
Structured Wikipedia                        Multimedia Content     DBpedia                                           BBC            Commercial Product                         Government Data     Best Buy                                        UK Gov                     October, 2011                                       18295 interlinked datasets, approximately 31 billions triples
QuestionWhat is the Semantic Web for?               Standards       Inference                Search        Intelligence                                                 19
Case StudiesGoogle’s Semantic SearchPeople should be able to ask questions and we should understand their meaning, or they should be able totalk about things at a conceptual level. ... A lot of people will turn to things like the semantic Web as a possibleanswer to that.“ - Google Vice President of Search Products & User Experience Marissa Mayeran initiative launched on 2 June 2011 by Bing, Google and Yahoo!to "create and support a common set of schemas forstructureddata markup on web pages."Freebase is an open, Creative Commons licensed repositoryof structured data of almost 22 million entities. An entity is asingle person, place, or thing connected by a graph.The Knowledge Graph is a collection of information sources thathelp discern a user’s specified intent with each individual query.The graph is actually an encyclopedia with structured              http://schema.org/docs/full.htmlinformation obtained from the web. (currently, 200 millionentities)                                                                                                            20
Case StudiesApple’s SiriAsk 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                  a concept described by former Apple Computer CEO Johnnavigator which 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 hadsecured $15.5 million investment, resulted in the creation ofthe first Siri application, which debuted on the iPhone 3GS inFebruary 2010.- Siri acquired by Apple; iPhone becomes the Virtual PersonalAssistant                                                                 (Source: http://www.youtube.com/watch?v=QRH8eimU_20)                                                                                                                          21
Case StudiesActive OntologyA 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)                                                                                                            22
WhyLinked Data and Open Government Data                                       23
Linked  Data  life  cycles  1               2              3                4               5                   6      data          modeling       publishing       discovery       integration         use cases    awarenessthedatahub      Neologism      Google Refine        VoID        LATC 24/7         datacatalogsLOD cloud       DataCube       RDB2RDF              DCAT        duke              data.gov                prefix.cc                           Sindice     Sig.ma            data.gov.uk                                                    CKAN
TodayThis Presentation .....Conceptual overview   Case Studies   The Semantic Web   What We Will Do                                                                      25
Reality CheckData.gov in crisis Data.gov, along with a number of other data-related sites of the government such as USAspending.gov and Apps.gov, are slated to be shut down due to budget cuts. The current annual budget of $37 million will be reduced to $2 million. – (Guardian April 11)                                                                               26
Reality Check in Korea고려 사항1   정부의 역할: 시스템 구축 vs 생태계 구축             - 통제가 아닌 효율적인 서비스 지향                                         - 데이터 공개 및 연계를 위한 로드맵 수립                                         - 정부기관의 데이터 소유 인식 전환 필요2   데이터 플랫폼: 정부 vs 민간 vs 커뮤니티            - 자발적인 참여와 소비를 촉진하는 전략 필요                                         - 데이터 범주에 따른 차별화된 공개 전략3   데이터 민감성: WikiLeaks vs Open Data      - 데이터의 활용에 따른 최적화된 서비스 모델                                         - 서비스 범위에 따른 구축비용/운영 모델4   서비스 범위: Domestic vs International    - 국제 표준에 기반한 데이터 접근 서비스 제공                                          - 통계 기반 시각화에 한정된 모델 지양5   데이터 내용: 통계/수치 데이터 vs 정보형 데이터          - 데이터 특성에 맞는 기술 적용 모델 수립                                                 - 지능적인 데이터 매쉬업 지원을6   데이터 형식: human-readable vs machine-readable   위한 데이터 모델링 검토                                                                    27
Conceptual Architecture  Vision of Government Open Data “realise significant economic benefits by enabling businesses and non-profit organisations to build innovative applications and websites using public data.”                                                                                             28(Ding et al., 2012)
Conceptual Architecture  Roadmap of linked open government data “the combination of machine power and human power and deliver higher-quality data to a wide range of data consumers via visualization, mashups, and more.”                                                                                         29(Ding et al., 2012)
SummaryData 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                                                               30
SummaryOpen Data vs Linked Data Open Data starts with making available the data that you already have, in whatever format.                              •  Equal access for all     Open Data                •  Licensing, legal issues                              •  Transparency                              •  Changing the way government works                              •  URIs     Linked Data              •  HTTPs                              •  RDF vocabularies                              •  Standards                                                                                         31
What We Will DoInterdisciplinary Collaboration                   Difficult Concluding Remarks Hope is not a strategy and the “change” has been change for the worse, and not better.              32
References- Charles Baur, Adam Cheyer, Didier Guzzoni, Active, a platform for building intelligent software- Noor Huijboom and Tijs Van den Broek, Open Data: an international comparison of strategies, European journal of ePractices,  March/April 2011- Li Ding, Vassilios Peristeras, and Michael Hausenblas, Linked Open Government Data, IEEE Intelligent Systems, May/June 2012-  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.jpegPage 2 Case Studies-  http://www.guardian.co.uk/commentisfree/2012/aug/03/london-2012-olympics-open-data-  http://www.bbc.co.uk/news/uk-19050139-  http://london2012.nytimes.com/results-  http://www.guardian.co.uk/sport/interactive/2012/jul/23/could-you-be-a-medallist-  http://www.guardian.co.uk/sport/datablog/2012/aug/13/olympics-2012-data-journalism-  http://www.guardian.co.uk/sport/datablog/interactive/2012/jul/26/london-2012-price-olympic-games-visualised                                                                                                                   33
For more informationcontact Haklae Kim viahaklae.kim@gmail.comTwitter: haklaekimOr read up on thesonagi blog at:http://blogweb.co.krhttp://thedatahub.kr

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Overview of Open Data, Linked Data and Web Science

  • 1.
    Making Emergent CreativityOverviewof Open Data, Linked Data and Web Science Haklae Kim, PhD. , August 2012
  • 2.
    Best PracticesLondon 2012:Open Data Olympics 2
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    TodayThis Presentation .....Conceptualoverview Case Studies The Semantic Web What We Will Do 3
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  • 5.
    Let’s StartBig Data“datathat 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.
    DefinitionWhat is Open(Government) Data? “Open” freely material (data) is open if it can be used, reused and redistributed by anyone “Government data” produced or data and information commissioned by government or government controlled entities. Source: Open Knowledge Foundation, 2010 6
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    •  Transparency•  Participation• Collaboration“My administration is committed to creating an unprecedented level ofopenness in Government.” – Barack Obama “Memorandum for the Heads of Executive Departments and Agencies – Transparency and Open Government” Jan 2009
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    TodayThis Presentation .....Conceptualoverview Case Studies The Semantic Web What We Will Do 8
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    Case Studies Top 10 Apps: Data.gov.uk Where Does My Money Go OurProperty.co.uk OpenlyLocal.com PlanningAlerts.com 10Source: Telegraph, 2010, http://www.telegraph.co.uk/technology/news/7044147/Data.gov.uk-Top-Ten-Apps-so-far.html
  • 11.
    Public Sector DatasetTheState of Open Government Data Source: http://tinyurl.com/44rub56 11
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    Open Data StrategiesOpendata instruments“The application of the four types of instruments by the five countries is depicted – the largerthe circle the more instruments are applied” – Huijboom & Van den Broek, 2011. Education and training Voluntary approaches US AU ES UK DK DK UK ES AU US ES DK US ES DK AU AU UK UK US Economic instruments Legislation and control 12
  • 13.
    Critical factors Drivers and barries of open data policy implementation 1 Strategies and experience in front runner countries Closed government culture 2 Political leadership Privacy legislation 3 Regional initiatives Limited quality of data 4 Citizen initiatives Limited user-friendliness/information overload 5 Market initiatives Lack of standardization of open data policy 6 Emerging technologies Security threats 7 European legislation Existing charging models 8 Thought leaders Uncertain economic impact 9 Possibility of monitoring government Digital divide 10 Budgets cuts Network overloadSource:  Huijboom  and  Van  den  Broek,  2011   13
  • 14.
    TodayThis Presentation .....Conceptualoverview Case Studies The Semantic Web What We Will Do 14
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    Let’s StartWeb inTransition“a steady progression from a document-centric Web to one that is data-centric, including the mediation of semantics” (Source: Mike, 2007) 15
  • 16.
    OverviewThe Semantic Web& Linked Data“The Semantic Web isn't just about putting data on the web. It is about making links, so that aperson 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 available 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 16
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    OverviewGrowth 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 17
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    Structured Wikipedia Multimedia Content DBpedia BBC Commercial Product Government Data Best Buy UK Gov October, 2011 18295 interlinked datasets, approximately 31 billions triples
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    QuestionWhat is theSemantic Web for? Standards Inference Search Intelligence 19
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    Case StudiesGoogle’s SemanticSearchPeople should be able to ask questions and we should understand their meaning, or they should be able totalk about things at a conceptual level. ... A lot of people will turn to things like the semantic Web as a possibleanswer to that.“ - Google Vice President of Search Products & User Experience Marissa Mayeran initiative launched on 2 June 2011 by Bing, Google and Yahoo!to "create and support a common set of schemas forstructureddata markup on web pages."Freebase is an open, Creative Commons licensed repositoryof structured data of almost 22 million entities. An entity is asingle person, place, or thing connected by a graph.The Knowledge Graph is a collection of information sources thathelp discern a user’s specified intent with each individual query.The graph is actually an encyclopedia with structured http://schema.org/docs/full.htmlinformation obtained from the web. (currently, 200 millionentities) 20
  • 21.
    Case StudiesApple’s SiriAskSiri 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 a concept described by former Apple Computer CEO Johnnavigator which 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 hadsecured $15.5 million investment, resulted in the creation ofthe first Siri application, which debuted on the iPhone 3GS inFebruary 2010.- Siri acquired by Apple; iPhone becomes the Virtual PersonalAssistant (Source: http://www.youtube.com/watch?v=QRH8eimU_20) 21
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    Case StudiesActive OntologyAprocessing 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) 22
  • 23.
    WhyLinked Data andOpen Government Data 23
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    Linked  Data  life cycles  1 2 3 4 5 6 data modeling publishing discovery integration use cases awarenessthedatahub Neologism Google Refine VoID LATC 24/7 datacatalogsLOD cloud DataCube RDB2RDF DCAT duke data.gov prefix.cc Sindice Sig.ma data.gov.uk CKAN
  • 25.
    TodayThis Presentation .....Conceptualoverview Case Studies The Semantic Web What We Will Do 25
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    Reality CheckData.gov incrisis Data.gov, along with a number of other data-related sites of the government such as USAspending.gov and Apps.gov, are slated to be shut down due to budget cuts. The current annual budget of $37 million will be reduced to $2 million. – (Guardian April 11) 26
  • 27.
    Reality Check inKorea고려 사항1 정부의 역할: 시스템 구축 vs 생태계 구축 - 통제가 아닌 효율적인 서비스 지향 - 데이터 공개 및 연계를 위한 로드맵 수립 - 정부기관의 데이터 소유 인식 전환 필요2 데이터 플랫폼: 정부 vs 민간 vs 커뮤니티 - 자발적인 참여와 소비를 촉진하는 전략 필요 - 데이터 범주에 따른 차별화된 공개 전략3 데이터 민감성: WikiLeaks vs Open Data - 데이터의 활용에 따른 최적화된 서비스 모델 - 서비스 범위에 따른 구축비용/운영 모델4 서비스 범위: Domestic vs International - 국제 표준에 기반한 데이터 접근 서비스 제공 - 통계 기반 시각화에 한정된 모델 지양5 데이터 내용: 통계/수치 데이터 vs 정보형 데이터 - 데이터 특성에 맞는 기술 적용 모델 수립 - 지능적인 데이터 매쉬업 지원을6 데이터 형식: human-readable vs machine-readable 위한 데이터 모델링 검토 27
  • 28.
    Conceptual ArchitectureVision of Government Open Data “realise significant economic benefits by enabling businesses and non-profit organisations to build innovative applications and websites using public data.” 28(Ding et al., 2012)
  • 29.
    Conceptual ArchitectureRoadmap of linked open government data “the combination of machine power and human power and deliver higher-quality data to a wide range of data consumers via visualization, mashups, and more.” 29(Ding et al., 2012)
  • 30.
    SummaryData on theWeb 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 30
  • 31.
    SummaryOpen Data vsLinked Data Open Data starts with making available the data that you already have, in whatever format. •  Equal access for all Open Data •  Licensing, legal issues •  Transparency •  Changing the way government works •  URIs Linked Data •  HTTPs •  RDF vocabularies •  Standards 31
  • 32.
    What We WillDoInterdisciplinary Collaboration Difficult Concluding Remarks Hope is not a strategy and the “change” has been change for the worse, and not better. 32
  • 33.
    References- Charles Baur,Adam Cheyer, Didier Guzzoni, Active, a platform for building intelligent software- Noor Huijboom and Tijs Van den Broek, Open Data: an international comparison of strategies, European journal of ePractices, March/April 2011- Li Ding, Vassilios Peristeras, and Michael Hausenblas, Linked Open Government Data, IEEE Intelligent Systems, May/June 2012-  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.jpegPage 2 Case Studies-  http://www.guardian.co.uk/commentisfree/2012/aug/03/london-2012-olympics-open-data-  http://www.bbc.co.uk/news/uk-19050139-  http://london2012.nytimes.com/results-  http://www.guardian.co.uk/sport/interactive/2012/jul/23/could-you-be-a-medallist-  http://www.guardian.co.uk/sport/datablog/2012/aug/13/olympics-2012-data-journalism-  http://www.guardian.co.uk/sport/datablog/interactive/2012/jul/26/london-2012-price-olympic-games-visualised 33
  • 34.
    For more informationcontactHaklae Kim viahaklae.kim@gmail.comTwitter: haklaekimOr read up on thesonagi blog at:http://blogweb.co.krhttp://thedatahub.kr

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