Suche senden
Hochladen
Augmenting Open Government Data with Social Media Data
•
Als PPTX, PDF herunterladen
•
1 gefällt mir
•
1,516 views
Evangelos Kalampokis
Folgen
Business
Technologie
Melden
Teilen
Melden
Teilen
1 von 17
Jetzt herunterladen
Empfohlen
Linked Open Government Data Analytics
Linked Open Government Data Analytics
Efthimios Tambouris
Analysis of open health data quality using data object-driven approach to dat...
Analysis of open health data quality using data object-driven approach to dat...
Anastasija Nikiforova
OPEN DATA: ECOSYSTEM, CURRENT AND FUTURE TRENDS, SUCCESS STORIES AND BARRIERS
OPEN DATA: ECOSYSTEM, CURRENT AND FUTURE TRENDS, SUCCESS STORIES AND BARRIERS
Anastasija Nikiforova
Assessment of the usability of Latvia’s open data portal or how close are we ...
Assessment of the usability of Latvia’s open data portal or how close are we ...
Anastasija Nikiforova
Towards enrichment of the open government data: a stakeholder-centered determ...
Towards enrichment of the open government data: a stakeholder-centered determ...
Anastasija Nikiforova
TIMELINESS OF OPEN DATA IN OPEN GOVERNMENT DATA PORTALS THROUGH PANDEMIC-RELA...
TIMELINESS OF OPEN DATA IN OPEN GOVERNMENT DATA PORTALS THROUGH PANDEMIC-RELA...
Anastasija Nikiforova
[Wikisym2013] serp revised_apa_notice
[Wikisym2013] serp revised_apa_notice
Hanteng Liao
Integrating Web Services With Geospatial Data Mining Disaster Management for ...
Integrating Web Services With Geospatial Data Mining Disaster Management for ...
Waqas Tariq
Empfohlen
Linked Open Government Data Analytics
Linked Open Government Data Analytics
Efthimios Tambouris
Analysis of open health data quality using data object-driven approach to dat...
Analysis of open health data quality using data object-driven approach to dat...
Anastasija Nikiforova
OPEN DATA: ECOSYSTEM, CURRENT AND FUTURE TRENDS, SUCCESS STORIES AND BARRIERS
OPEN DATA: ECOSYSTEM, CURRENT AND FUTURE TRENDS, SUCCESS STORIES AND BARRIERS
Anastasija Nikiforova
Assessment of the usability of Latvia’s open data portal or how close are we ...
Assessment of the usability of Latvia’s open data portal or how close are we ...
Anastasija Nikiforova
Towards enrichment of the open government data: a stakeholder-centered determ...
Towards enrichment of the open government data: a stakeholder-centered determ...
Anastasija Nikiforova
TIMELINESS OF OPEN DATA IN OPEN GOVERNMENT DATA PORTALS THROUGH PANDEMIC-RELA...
TIMELINESS OF OPEN DATA IN OPEN GOVERNMENT DATA PORTALS THROUGH PANDEMIC-RELA...
Anastasija Nikiforova
[Wikisym2013] serp revised_apa_notice
[Wikisym2013] serp revised_apa_notice
Hanteng Liao
Integrating Web Services With Geospatial Data Mining Disaster Management for ...
Integrating Web Services With Geospatial Data Mining Disaster Management for ...
Waqas Tariq
Access to Environmental Information in Mongolia
Access to Environmental Information in Mongolia
The Access Initiative
Large scale geospatial analysis on mobile application usage
Large scale geospatial analysis on mobile application usage
Ericsson
Jerker statistics sweden covid 19 response
Jerker statistics sweden covid 19 response
Juha Saarentaus
From Telling Stories with Data to Telling Stories with Data Infrastructures: ...
From Telling Stories with Data to Telling Stories with Data Infrastructures: ...
Liliana Bounegru
Developing Competitive Strategies in Higher Education through Visual Data Mining
Developing Competitive Strategies in Higher Education through Visual Data Mining
ertekg
Improving the Coverage of Complex Issues with Data Journalism and Digital Met...
Improving the Coverage of Complex Issues with Data Journalism and Digital Met...
Liliana Bounegru
Community Data Program Submitted letter to Open Government Partneship
Community Data Program Submitted letter to Open Government Partneship
Communication and Media Studies, Carleton University
Ongoing Research in Data Studies
Ongoing Research in Data Studies
Communication and Media Studies, Carleton University
Open Government Data - updates from around the world
Open Government Data - updates from around the world
Andrew Stott
Trinity Kings World Leadership: Family Franchising Systems: Creating A Cultur...
Trinity Kings World Leadership: Family Franchising Systems: Creating A Cultur...
Terrell Patillo
OpenCube Workshop at eGov2015 & ePart2015 dual conference
OpenCube Workshop at eGov2015 & ePart2015 dual conference
Evangelos Kalampokis
Linked2Media: Brand Reputation in Social Media
Linked2Media: Brand Reputation in Social Media
Evangelos Kalampokis
Creating and Utilizing Linked Open Statistical Data for the Development of Ad...
Creating and Utilizing Linked Open Statistical Data for the Development of Ad...
Evangelos Kalampokis
Towards a Vocabulary for Incorporating Predictive Models into the Linked Data...
Towards a Vocabulary for Incorporating Predictive Models into the Linked Data...
Evangelos Kalampokis
Miroslav Liska (Marek Šurek): Toward Government Linked Data: A Slovak Case
Miroslav Liska (Marek Šurek): Toward Government Linked Data: A Slovak Case
Semantic Web Company
What's Next in Growth? 2016
What's Next in Growth? 2016
Andrew Chen
32 Ways a Digital Marketing Consultant Can Help Grow Your Business
32 Ways a Digital Marketing Consultant Can Help Grow Your Business
Barry Feldman
Increasing the Investment’s Opportunities in Kingdom of Saudi Arabia By Study...
Increasing the Investment’s Opportunities in Kingdom of Saudi Arabia By Study...
AIRCC Publishing Corporation
INCREASING THE INVESTMENT’S OPPORTUNITIES IN KINGDOM OF SAUDI ARABIA BY STUDY...
INCREASING THE INVESTMENT’S OPPORTUNITIES IN KINGDOM OF SAUDI ARABIA BY STUDY...
ijcsit
138b-Daraio Sapientia and onthology based data management as key enabling tec...
138b-Daraio Sapientia and onthology based data management as key enabling tec...
innovationoecd
University Public Driven Applications - Big Data and Organizational Design
University Public Driven Applications - Big Data and Organizational Design
maria chiara pettenati
Cloud Computing and Content Management Systems : A Case Study in Macedonian E...
Cloud Computing and Content Management Systems : A Case Study in Macedonian E...
neirew J
Weitere ähnliche Inhalte
Was ist angesagt?
Access to Environmental Information in Mongolia
Access to Environmental Information in Mongolia
The Access Initiative
Large scale geospatial analysis on mobile application usage
Large scale geospatial analysis on mobile application usage
Ericsson
Jerker statistics sweden covid 19 response
Jerker statistics sweden covid 19 response
Juha Saarentaus
From Telling Stories with Data to Telling Stories with Data Infrastructures: ...
From Telling Stories with Data to Telling Stories with Data Infrastructures: ...
Liliana Bounegru
Developing Competitive Strategies in Higher Education through Visual Data Mining
Developing Competitive Strategies in Higher Education through Visual Data Mining
ertekg
Improving the Coverage of Complex Issues with Data Journalism and Digital Met...
Improving the Coverage of Complex Issues with Data Journalism and Digital Met...
Liliana Bounegru
Community Data Program Submitted letter to Open Government Partneship
Community Data Program Submitted letter to Open Government Partneship
Communication and Media Studies, Carleton University
Ongoing Research in Data Studies
Ongoing Research in Data Studies
Communication and Media Studies, Carleton University
Open Government Data - updates from around the world
Open Government Data - updates from around the world
Andrew Stott
Trinity Kings World Leadership: Family Franchising Systems: Creating A Cultur...
Trinity Kings World Leadership: Family Franchising Systems: Creating A Cultur...
Terrell Patillo
Was ist angesagt?
(10)
Access to Environmental Information in Mongolia
Access to Environmental Information in Mongolia
Large scale geospatial analysis on mobile application usage
Large scale geospatial analysis on mobile application usage
Jerker statistics sweden covid 19 response
Jerker statistics sweden covid 19 response
From Telling Stories with Data to Telling Stories with Data Infrastructures: ...
From Telling Stories with Data to Telling Stories with Data Infrastructures: ...
Developing Competitive Strategies in Higher Education through Visual Data Mining
Developing Competitive Strategies in Higher Education through Visual Data Mining
Improving the Coverage of Complex Issues with Data Journalism and Digital Met...
Improving the Coverage of Complex Issues with Data Journalism and Digital Met...
Community Data Program Submitted letter to Open Government Partneship
Community Data Program Submitted letter to Open Government Partneship
Ongoing Research in Data Studies
Ongoing Research in Data Studies
Open Government Data - updates from around the world
Open Government Data - updates from around the world
Trinity Kings World Leadership: Family Franchising Systems: Creating A Cultur...
Trinity Kings World Leadership: Family Franchising Systems: Creating A Cultur...
Andere mochten auch
OpenCube Workshop at eGov2015 & ePart2015 dual conference
OpenCube Workshop at eGov2015 & ePart2015 dual conference
Evangelos Kalampokis
Linked2Media: Brand Reputation in Social Media
Linked2Media: Brand Reputation in Social Media
Evangelos Kalampokis
Creating and Utilizing Linked Open Statistical Data for the Development of Ad...
Creating and Utilizing Linked Open Statistical Data for the Development of Ad...
Evangelos Kalampokis
Towards a Vocabulary for Incorporating Predictive Models into the Linked Data...
Towards a Vocabulary for Incorporating Predictive Models into the Linked Data...
Evangelos Kalampokis
Miroslav Liska (Marek Šurek): Toward Government Linked Data: A Slovak Case
Miroslav Liska (Marek Šurek): Toward Government Linked Data: A Slovak Case
Semantic Web Company
What's Next in Growth? 2016
What's Next in Growth? 2016
Andrew Chen
32 Ways a Digital Marketing Consultant Can Help Grow Your Business
32 Ways a Digital Marketing Consultant Can Help Grow Your Business
Barry Feldman
Andere mochten auch
(7)
OpenCube Workshop at eGov2015 & ePart2015 dual conference
OpenCube Workshop at eGov2015 & ePart2015 dual conference
Linked2Media: Brand Reputation in Social Media
Linked2Media: Brand Reputation in Social Media
Creating and Utilizing Linked Open Statistical Data for the Development of Ad...
Creating and Utilizing Linked Open Statistical Data for the Development of Ad...
Towards a Vocabulary for Incorporating Predictive Models into the Linked Data...
Towards a Vocabulary for Incorporating Predictive Models into the Linked Data...
Miroslav Liska (Marek Šurek): Toward Government Linked Data: A Slovak Case
Miroslav Liska (Marek Šurek): Toward Government Linked Data: A Slovak Case
What's Next in Growth? 2016
What's Next in Growth? 2016
32 Ways a Digital Marketing Consultant Can Help Grow Your Business
32 Ways a Digital Marketing Consultant Can Help Grow Your Business
Ähnlich wie Augmenting Open Government Data with Social Media Data
Increasing the Investment’s Opportunities in Kingdom of Saudi Arabia By Study...
Increasing the Investment’s Opportunities in Kingdom of Saudi Arabia By Study...
AIRCC Publishing Corporation
INCREASING THE INVESTMENT’S OPPORTUNITIES IN KINGDOM OF SAUDI ARABIA BY STUDY...
INCREASING THE INVESTMENT’S OPPORTUNITIES IN KINGDOM OF SAUDI ARABIA BY STUDY...
ijcsit
138b-Daraio Sapientia and onthology based data management as key enabling tec...
138b-Daraio Sapientia and onthology based data management as key enabling tec...
innovationoecd
University Public Driven Applications - Big Data and Organizational Design
University Public Driven Applications - Big Data and Organizational Design
maria chiara pettenati
Cloud Computing and Content Management Systems : A Case Study in Macedonian E...
Cloud Computing and Content Management Systems : A Case Study in Macedonian E...
neirew J
CLOUD COMPUTING AND CONTENT MANAGEMENT SYSTEMS: A CASE STUDY IN MACEDONIAN ED...
CLOUD COMPUTING AND CONTENT MANAGEMENT SYSTEMS: A CASE STUDY IN MACEDONIAN ED...
ijccsa
A forecasting of stock trading price using time series information based on b...
A forecasting of stock trading price using time series information based on b...
IJECEIAES
Ima g ine2014_8c1report
Ima g ine2014_8c1report
Remetey-Fülöpp Gábor
Open Source & Open Data Session report from imaGIne 2014 Conference
Open Source & Open Data Session report from imaGIne 2014 Conference
GSDI Association
Measuring the promise of Open Data: Development of the Impact Monitoring Fram...
Measuring the promise of Open Data: Development of the Impact Monitoring Fram...
Danube University Krems, Centre for E-Governance
Rdaeu russia_fg_1_july2014_final
Rdaeu russia_fg_1_july2014_final
Research Data Alliance
Profiling Linked Open Data
Profiling Linked Open Data
Blerina Spahiu
Ijciet 10 02_032
Ijciet 10 02_032
IAEME Publication
A sample study on applying data mining research techniques in educational sci...
A sample study on applying data mining research techniques in educational sci...
Wendy Hager
Ahfe hsse 20140722 v3
Ahfe hsse 20140722 v3
ISSIP
Invited talk "Open Data as a driver of Society 5.0: how you and your scientif...
Invited talk "Open Data as a driver of Society 5.0: how you and your scientif...
Anastasija Nikiforova
Dream It 09[1].06.11 Batpurev
Dream It 09[1].06.11 Batpurev
panall2009
de l'Economie et des Finances | En charge des questions financières et monéta...
de l'Economie et des Finances | En charge des questions financières et monéta...
aminellaoui
Introduction to Research methodology: Orientation for Doctoral Program Course...
Introduction to Research methodology: Orientation for Doctoral Program Course...
niloysarkar
RESEARCH ARTICLEEXPECTING THE UNEXPECTED EFFECTS OF DATA.docx
RESEARCH ARTICLEEXPECTING THE UNEXPECTED EFFECTS OF DATA.docx
audeleypearl
Ähnlich wie Augmenting Open Government Data with Social Media Data
(20)
Increasing the Investment’s Opportunities in Kingdom of Saudi Arabia By Study...
Increasing the Investment’s Opportunities in Kingdom of Saudi Arabia By Study...
INCREASING THE INVESTMENT’S OPPORTUNITIES IN KINGDOM OF SAUDI ARABIA BY STUDY...
INCREASING THE INVESTMENT’S OPPORTUNITIES IN KINGDOM OF SAUDI ARABIA BY STUDY...
138b-Daraio Sapientia and onthology based data management as key enabling tec...
138b-Daraio Sapientia and onthology based data management as key enabling tec...
University Public Driven Applications - Big Data and Organizational Design
University Public Driven Applications - Big Data and Organizational Design
Cloud Computing and Content Management Systems : A Case Study in Macedonian E...
Cloud Computing and Content Management Systems : A Case Study in Macedonian E...
CLOUD COMPUTING AND CONTENT MANAGEMENT SYSTEMS: A CASE STUDY IN MACEDONIAN ED...
CLOUD COMPUTING AND CONTENT MANAGEMENT SYSTEMS: A CASE STUDY IN MACEDONIAN ED...
A forecasting of stock trading price using time series information based on b...
A forecasting of stock trading price using time series information based on b...
Ima g ine2014_8c1report
Ima g ine2014_8c1report
Open Source & Open Data Session report from imaGIne 2014 Conference
Open Source & Open Data Session report from imaGIne 2014 Conference
Measuring the promise of Open Data: Development of the Impact Monitoring Fram...
Measuring the promise of Open Data: Development of the Impact Monitoring Fram...
Rdaeu russia_fg_1_july2014_final
Rdaeu russia_fg_1_july2014_final
Profiling Linked Open Data
Profiling Linked Open Data
Ijciet 10 02_032
Ijciet 10 02_032
A sample study on applying data mining research techniques in educational sci...
A sample study on applying data mining research techniques in educational sci...
Ahfe hsse 20140722 v3
Ahfe hsse 20140722 v3
Invited talk "Open Data as a driver of Society 5.0: how you and your scientif...
Invited talk "Open Data as a driver of Society 5.0: how you and your scientif...
Dream It 09[1].06.11 Batpurev
Dream It 09[1].06.11 Batpurev
de l'Economie et des Finances | En charge des questions financières et monéta...
de l'Economie et des Finances | En charge des questions financières et monéta...
Introduction to Research methodology: Orientation for Doctoral Program Course...
Introduction to Research methodology: Orientation for Doctoral Program Course...
RESEARCH ARTICLEEXPECTING THE UNEXPECTED EFFECTS OF DATA.docx
RESEARCH ARTICLEEXPECTING THE UNEXPECTED EFFECTS OF DATA.docx
Kürzlich hochgeladen
Pharma Works Profile of Karan Communications
Pharma Works Profile of Karan Communications
karancommunications
Ensure the security of your HCL environment by applying the Zero Trust princi...
Ensure the security of your HCL environment by applying the Zero Trust princi...
Roland Driesen
Russian Faridabad Call Girls(Badarpur) : ☎ 8168257667, @4999
Russian Faridabad Call Girls(Badarpur) : ☎ 8168257667, @4999
Tina Ji
Lucknow 💋 Escorts in Lucknow - 450+ Call Girl Cash Payment 8923113531 Neha Th...
Lucknow 💋 Escorts in Lucknow - 450+ Call Girl Cash Payment 8923113531 Neha Th...
anilsa9823
Progress Report - Oracle Database Analyst Summit
Progress Report - Oracle Database Analyst Summit
Holger Mueller
Insurers' journeys to build a mastery in the IoT usage
Insurers' journeys to build a mastery in the IoT usage
Matteo Carbone
VVVIP Call Girls In Greater Kailash ➡️ Delhi ➡️ 9999965857 🚀 No Advance 24HRS...
VVVIP Call Girls In Greater Kailash ➡️ Delhi ➡️ 9999965857 🚀 No Advance 24HRS...
Call Girls In Delhi Whatsup 9873940964 Enjoy Unlimited Pleasure
Call Girls In Panjim North Goa 9971646499 Genuine Service
Call Girls In Panjim North Goa 9971646499 Genuine Service
ritikaroy0888
Tech Startup Growth Hacking 101 - Basics on Growth Marketing
Tech Startup Growth Hacking 101 - Basics on Growth Marketing
Shawn Pang
Call Girls Navi Mumbai Just Call 9907093804 Top Class Call Girl Service Avail...
Call Girls Navi Mumbai Just Call 9907093804 Top Class Call Girl Service Avail...
Dipal Arora
Regression analysis: Simple Linear Regression Multiple Linear Regression
Regression analysis: Simple Linear Regression Multiple Linear Regression
Ravindra Nath Shukla
The Coffee Bean & Tea Leaf(CBTL), Business strategy case study
The Coffee Bean & Tea Leaf(CBTL), Business strategy case study
Ethan lee
Enhancing and Restoring Safety & Quality Cultures - Dave Litwiller - May 2024...
Enhancing and Restoring Safety & Quality Cultures - Dave Litwiller - May 2024...
Dave Litwiller
Cash Payment 9602870969 Escort Service in Udaipur Call Girls
Cash Payment 9602870969 Escort Service in Udaipur Call Girls
Apsara Of India
Call Girls Pune Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Pune Just Call 9907093804 Top Class Call Girl Service Available
Dipal Arora
Yaroslav Rozhankivskyy: Три складові і три передумови максимальної продуктивн...
Yaroslav Rozhankivskyy: Три складові і три передумови максимальної продуктивн...
Lviv Startup Club
Call Girls In DLf Gurgaon ➥99902@11544 ( Best price)100% Genuine Escort In 24...
Call Girls In DLf Gurgaon ➥99902@11544 ( Best price)100% Genuine Escort In 24...
lizamodels9
VIP Call Girl Jamshedpur Aashi 8250192130 Independent Escort Service Jamshedpur
VIP Call Girl Jamshedpur Aashi 8250192130 Independent Escort Service Jamshedpur
Suhani Kapoor
Mondelez State of Snacking and Future Trends 2023
Mondelez State of Snacking and Future Trends 2023
Neil Kimberley
9599632723 Top Call Girls in Delhi at your Door Step Available 24x7 Delhi
9599632723 Top Call Girls in Delhi at your Door Step Available 24x7 Delhi
Call Girls in Delhi
Kürzlich hochgeladen
(20)
Pharma Works Profile of Karan Communications
Pharma Works Profile of Karan Communications
Ensure the security of your HCL environment by applying the Zero Trust princi...
Ensure the security of your HCL environment by applying the Zero Trust princi...
Russian Faridabad Call Girls(Badarpur) : ☎ 8168257667, @4999
Russian Faridabad Call Girls(Badarpur) : ☎ 8168257667, @4999
Lucknow 💋 Escorts in Lucknow - 450+ Call Girl Cash Payment 8923113531 Neha Th...
Lucknow 💋 Escorts in Lucknow - 450+ Call Girl Cash Payment 8923113531 Neha Th...
Progress Report - Oracle Database Analyst Summit
Progress Report - Oracle Database Analyst Summit
Insurers' journeys to build a mastery in the IoT usage
Insurers' journeys to build a mastery in the IoT usage
VVVIP Call Girls In Greater Kailash ➡️ Delhi ➡️ 9999965857 🚀 No Advance 24HRS...
VVVIP Call Girls In Greater Kailash ➡️ Delhi ➡️ 9999965857 🚀 No Advance 24HRS...
Call Girls In Panjim North Goa 9971646499 Genuine Service
Call Girls In Panjim North Goa 9971646499 Genuine Service
Tech Startup Growth Hacking 101 - Basics on Growth Marketing
Tech Startup Growth Hacking 101 - Basics on Growth Marketing
Call Girls Navi Mumbai Just Call 9907093804 Top Class Call Girl Service Avail...
Call Girls Navi Mumbai Just Call 9907093804 Top Class Call Girl Service Avail...
Regression analysis: Simple Linear Regression Multiple Linear Regression
Regression analysis: Simple Linear Regression Multiple Linear Regression
The Coffee Bean & Tea Leaf(CBTL), Business strategy case study
The Coffee Bean & Tea Leaf(CBTL), Business strategy case study
Enhancing and Restoring Safety & Quality Cultures - Dave Litwiller - May 2024...
Enhancing and Restoring Safety & Quality Cultures - Dave Litwiller - May 2024...
Cash Payment 9602870969 Escort Service in Udaipur Call Girls
Cash Payment 9602870969 Escort Service in Udaipur Call Girls
Call Girls Pune Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Pune Just Call 9907093804 Top Class Call Girl Service Available
Yaroslav Rozhankivskyy: Три складові і три передумови максимальної продуктивн...
Yaroslav Rozhankivskyy: Три складові і три передумови максимальної продуктивн...
Call Girls In DLf Gurgaon ➥99902@11544 ( Best price)100% Genuine Escort In 24...
Call Girls In DLf Gurgaon ➥99902@11544 ( Best price)100% Genuine Escort In 24...
VIP Call Girl Jamshedpur Aashi 8250192130 Independent Escort Service Jamshedpur
VIP Call Girl Jamshedpur Aashi 8250192130 Independent Escort Service Jamshedpur
Mondelez State of Snacking and Future Trends 2023
Mondelez State of Snacking and Future Trends 2023
9599632723 Top Call Girls in Delhi at your Door Step Available 24x7 Delhi
9599632723 Top Call Girls in Delhi at your Door Step Available 24x7 Delhi
Augmenting Open Government Data with Social Media Data
1.
Augmenting Open Government
Data with Social Media Data Evangelos Kalampokis, EfthimiosTambouris, Michael Hausenblas and KonstantinosTarabanis W3C USING OPEN DATA Workshop 19-20 June 2012, Brussels © Information Systems Lab – 2012
2.
Open Gov Data
(OGD) and Social Media Data (SMD) Open Government Data (OGD) Social Media Data (SMD) – Come in various formats – Come in various formats – Come in large numbers – Come in large numbers – Mostly are created by the – Mostly are created by Social public sector Media users – Some are open – Some are open – Are objective – Are subjective – Are used for new value-added – Are used for new value-added services services and research (e.g. for predictions) © Information Systems Lab, University of Macedonia
3.
Open Government Data
© Information Systems Lab, University of Macedonia
4.
Social Media Data
© Information Systems Lab, University of Macedonia
5.
Our Research Agenda
Aim: Investigate and exploit the integration of OGD and SMD Steps: 1. Understanding OGD 2. Understanding SMD 3. OGD/SMD Integration 4. Proof-of-concept: UK elections 2010 © Information Systems Lab, University of Macedonia
6.
1. Understanding OGD:
A Classification Scheme 24 official OGD initiatives were classified based on that framework in 2010 (this classification may now have changed) Kalampokis, E., Tambouris, E., Tarabanis, K.: A Classification Scheme for Open Government Data: Towards Linking Decentralized Data. International Journal of Web Engineering and Technology 6(3), 266–285 (2011) © Information Systems Lab, University of Macedonia
7.
2. Understanding the
Use of Social Media Data: An Analysis Framework list of important factors Based on the list of important review of ~60 relevant factors scientific publications list of important factors list of important factors Evangelos Kalampokis, Efthimios Tambouris and Konstantinos Tarabanis (XXX) "Understanding the Use of Social Media for Predictions", [submitted for evaluation] © Information Systems Lab, University of Macedonia
8.
3. Integrating Open
Government and Social Data Some challenges: – Stage Model (putting everything in context) – Identify relevant datasets – Transforming noisy SMD into high quality structured data (e.g. using NER etc.) – Integrating data based on common elements (e.g. using Linked data, etc.) – Platform for data analytics (dashboard) – Explanatory and predictive models – Meaningful case studies!! © Information Systems Lab, University of Macedonia
9.
A Stage Model
for OGD Kalampokis, Ε., TambourisΕ. and TarabanisΚ., Open Government Data: A Stage Model. In: M. Janssen et al. (Eds): EGOV2011. LNCS 6846, 235-246, 2011. © Information Systems Lab, University of Macedonia
10.
A Linked Data
based Architecture Kalampokis, E., Hausenblas, M. and Tarabanis, K., Combining Social and Government Open Data for Participatory Decision-Making. In: E. Tambouris, A. Macintosh, and H. de Bruijn (Eds.): ePart 2011, LNCS 6847, 36–47, 2011. © Information Systems Lab, University of Macedonia
11.
4. Proof of
Concept (UK elections of 2010) What OGD and SMD reveal about UK elections 2010? We envisage two complementary views: one objective (based on OGD) and one subjective (based on SMD) as well as one integrated © Information Systems Lab, University of Macedonia
12.
Objective view based
on OGD (UK elections 2010) Data source (X-axis): Children in poverty per parliament constituency (data.gov.uk) (Y-axis): UK elections 2010 Labours results per constituency Labours won 7 out of 200 constituencies with % of children in poverty below 17% Labours won 74 out of 77 constituencies with % of children in poverty over 30% © Information Systems Lab, University of Macedonia
13.
Subjective view based
on SMD (UK elections 2010) Data source: Tweets about UK elections (#ge2010, #ukelection, #election20 10 and #ge10) during the last month before elections (moving average k = 4 days) Data source: Poll results (YouGov) © Information Systems Lab, University of Macedonia
14.
Integrated view based
on OGD + SMD Work still in progress (results to be announced soon) From a technological view, we aim to develop a dashboard like the following: Objective view Subjective view Integrated view (based on OGD) (based on SMD) (based on OGD+SMD) © Information Systems Lab, University of Macedonia
15.
Conclusions and Future
Work OGD and SMD have a huge potential for added value services besides “trivial” apps This requires significant advances in exploiting OGD, SMD and their integration. Our aim is to provide the infrastructure (framework, methods, tools, platforms) necessary to exploit this potential. © Information Systems Lab, University of Macedonia
16.
Acknowledgments The work
presented in the paper is partly funded by © Information Systems Lab, University of Macedonia
17.
Thank you for
your attention!! Contact us at: Evangelos Kalampokis: ekal@uom.gr Themis Tambouris: tambouris@uom.gr © Information Systems Lab, University of Macedonia
Jetzt herunterladen