SlideShare a Scribd company logo
1 of 8
Download to read offline
Semi-­‐Automa+c	
  Visual	
  
Explora+on	
  of	
  Linked	
  Data	
  
Le;eris	
  Tatakis	
  
Le;eris.tatakis@manchester.ac.uk	
  
@Ltatakis	
  
Overview	
  of	
  Problem	
  
hEp://blog.datalicious.com/data-­‐visualisa+on/phone-­‐data-­‐malte-­‐spitz-­‐die-­‐zeit-­‐germany/	
  
mapping	
  
What	
  we	
  have	
   Where	
  we	
  want	
  to	
  be	
  
Overview	
  Example	
  
•  Open	
  Data	
  Manchester	
  Linked	
  Data	
  visualisa+ons.	
  
•  You	
  need	
  to	
  specify:	
  SPARQL	
  Query	
  and	
  Visualisa+on.	
  
•  Requires:	
  +me,	
  effort	
  and	
  technical	
  knowledge.	
  
Heat	
  map	
  of	
  fires	
   Street	
  light	
  issues	
  
hEps://github.com/GMDSP-­‐Linked-­‐Data/PhaseTwo/tree/master/Visualisa+ons	
  
Research	
  Goals	
  
•  Our	
  aim	
  is	
  to	
  support	
  developers	
  who	
  provide	
  
tools	
  for	
  end	
  users.	
  
•  Allow	
  the	
  developers	
  to	
  explore,	
  evaluate	
  and	
  
understand	
  underlying	
  data.	
  
•  “I	
  have	
  all	
  this	
  data	
  but	
  I	
  don’t	
  know	
  what	
  
informa+on	
  is	
  in	
  here!”	
  
•  Allow	
  developers	
  to	
  provide	
  their	
  feedback	
  
during	
  the	
  processing	
  of	
  the	
  data	
  in	
  an	
  semi-­‐
automa+c	
  fashion.	
  
Cycle	
  of	
  Visual	
  Analysis	
  
Cycle	
  of	
  visual	
  analysis,	
  BioVis	
  2015,	
  Tableau	
  
Research	
  Ques+ons	
  
•  What	
  are	
  the	
  key	
  characteris+cs	
  that	
  affect	
  the	
  
choice	
  of	
  data	
  visualisa+ons?	
  
•  Which	
  aspects	
  of	
  the	
  user's	
  task	
  must	
  we	
  
understand	
  to	
  provide	
  an	
  appropriate	
  selec+on	
  
of	
  data	
  visualisa+ons?	
  
•  How	
  do	
  we	
  map	
  the	
  characteris+cs	
  of	
  the	
  data	
  
sources	
  to	
  the	
  characteris+cs	
  of	
  exis+ng	
  
visualisa+ons.	
  	
  
ODM	
  Community	
  
•  Do	
  you	
  have	
  Linked	
  Data	
  and	
  have	
  no	
  idea	
  how	
  
to	
  understand/explore	
  it?	
  	
  
•  I	
  would	
  like	
  to	
  understand	
  the	
  process	
  and	
  the	
  
way	
  you	
  work	
  with	
  the	
  data.	
  
•  How	
  can	
  we	
  improve	
  it?	
  
•  Are	
  visualisa+ons	
  always	
  appropriate?	
  
•  Collabora+ng	
  with	
  the	
  community.	
  	
  
•  Data 	
   	
   	
  	
  
•  Comments	
  
•  Insights	
  	
  
•  Ideas 	
   	
   	
  	
  
•  Interested	
  /	
  Curious	
  	
  
•  Solved	
  it?	
  
Thank	
  you!	
  
@LTatakis	
  
le;eris.tatakis@manchester.ac.uk	
  

More Related Content

What's hot

Visualization of Information (ProQuest)
Visualization of Information (ProQuest)Visualization of Information (ProQuest)
Visualization of Information (ProQuest)Michael Adcock
 
Career in Data Using Tableau
Career in Data Using TableauCareer in Data Using Tableau
Career in Data Using TableauJen Vaughan
 
Data driven storytelling tips from an iron viz champion ryan sleeper
Data driven storytelling tips from an iron viz champion   ryan sleeperData driven storytelling tips from an iron viz champion   ryan sleeper
Data driven storytelling tips from an iron viz champion ryan sleeperRyan Sleeper
 
Data science team (new version)
Data science team (new version)Data science team (new version)
Data science team (new version)Omid Mogharian
 
Levelling up your data infrastructure
Levelling up your data infrastructureLevelling up your data infrastructure
Levelling up your data infrastructureSimon Belak
 
Dataiku - data driven nyc - april 2016 - the solitude of the data team m...
Dataiku  -  data driven nyc  - april  2016 - the  solitude of the data team m...Dataiku  -  data driven nyc  - april  2016 - the  solitude of the data team m...
Dataiku - data driven nyc - april 2016 - the solitude of the data team m...Dataiku
 
Machine Learning Services Benchmark - Inês Almeida @ PAPIs Connect
Machine Learning Services Benchmark - Inês Almeida @ PAPIs ConnectMachine Learning Services Benchmark - Inês Almeida @ PAPIs Connect
Machine Learning Services Benchmark - Inês Almeida @ PAPIs ConnectPAPIs.io
 

What's hot (7)

Visualization of Information (ProQuest)
Visualization of Information (ProQuest)Visualization of Information (ProQuest)
Visualization of Information (ProQuest)
 
Career in Data Using Tableau
Career in Data Using TableauCareer in Data Using Tableau
Career in Data Using Tableau
 
Data driven storytelling tips from an iron viz champion ryan sleeper
Data driven storytelling tips from an iron viz champion   ryan sleeperData driven storytelling tips from an iron viz champion   ryan sleeper
Data driven storytelling tips from an iron viz champion ryan sleeper
 
Data science team (new version)
Data science team (new version)Data science team (new version)
Data science team (new version)
 
Levelling up your data infrastructure
Levelling up your data infrastructureLevelling up your data infrastructure
Levelling up your data infrastructure
 
Dataiku - data driven nyc - april 2016 - the solitude of the data team m...
Dataiku  -  data driven nyc  - april  2016 - the  solitude of the data team m...Dataiku  -  data driven nyc  - april  2016 - the  solitude of the data team m...
Dataiku - data driven nyc - april 2016 - the solitude of the data team m...
 
Machine Learning Services Benchmark - Inês Almeida @ PAPIs Connect
Machine Learning Services Benchmark - Inês Almeida @ PAPIs ConnectMachine Learning Services Benchmark - Inês Almeida @ PAPIs Connect
Machine Learning Services Benchmark - Inês Almeida @ PAPIs Connect
 

Similar to Semi-Automatic Visual Exploration of Linked Data

Big Data Analytics with Microsoft
Big Data Analytics with MicrosoftBig Data Analytics with Microsoft
Big Data Analytics with MicrosoftCaserta
 
Visualising montioring and evaluation data
Visualising montioring and evaluation dataVisualising montioring and evaluation data
Visualising montioring and evaluation dataRob Worthington
 
How Celtra Optimizes its Advertising Platform with Databricks
How Celtra Optimizes its Advertising Platformwith DatabricksHow Celtra Optimizes its Advertising Platformwith Databricks
How Celtra Optimizes its Advertising Platform with DatabricksGrega Kespret
 
Visualizing Healthcare Data with Tableau (Toronto Central LHIN Presentation)
Visualizing Healthcare Data with Tableau (Toronto Central LHIN Presentation)Visualizing Healthcare Data with Tableau (Toronto Central LHIN Presentation)
Visualizing Healthcare Data with Tableau (Toronto Central LHIN Presentation)Stefan Popowycz
 
Webinar - Harness the Power of Data with Tableau - 2016-02-18
Webinar - Harness the Power of Data with Tableau - 2016-02-18Webinar - Harness the Power of Data with Tableau - 2016-02-18
Webinar - Harness the Power of Data with Tableau - 2016-02-18TechSoup
 
Great Data Delivery: A model-based approach
Great Data Delivery: A model-based approachGreat Data Delivery: A model-based approach
Great Data Delivery: A model-based approachZach Taylor
 
The Analysis Part of Integration Projects
The Analysis Part of Integration ProjectsThe Analysis Part of Integration Projects
The Analysis Part of Integration ProjectsBizTalk360
 
Business Intelligence Barista: What DataViz Tool to Use, and When?
Business Intelligence Barista: What DataViz Tool to Use, and When?Business Intelligence Barista: What DataViz Tool to Use, and When?
Business Intelligence Barista: What DataViz Tool to Use, and When?Jen Stirrup
 
Business Intelligence Barista: What DataViz Tool to Use, and When?
Business Intelligence Barista: What DataViz Tool to Use, and When?Business Intelligence Barista: What DataViz Tool to Use, and When?
Business Intelligence Barista: What DataViz Tool to Use, and When?Jen Stirrup
 
1355 appliedsciencestrack dershewitz
1355 appliedsciencestrack dershewitz1355 appliedsciencestrack dershewitz
1355 appliedsciencestrack dershewitzRising Media, Inc.
 
Store, Extract, Transform, Load, Visualize. Untagged Conference
Store, Extract, Transform, Load, Visualize. Untagged ConferenceStore, Extract, Transform, Load, Visualize. Untagged Conference
Store, Extract, Transform, Load, Visualize. Untagged ConferenceAni Lopez
 
Tableau Conference 2014 Presentation
Tableau Conference 2014 PresentationTableau Conference 2014 Presentation
Tableau Conference 2014 Presentationkrystalstjulien
 
Systems analyst email list
Systems analyst email listSystems analyst email list
Systems analyst email listGloriaDylan
 
Systems analyst email list
Systems analyst email listSystems analyst email list
Systems analyst email listGloriaDylan
 
Harnessing search engines for KM
Harnessing search engines for KMHarnessing search engines for KM
Harnessing search engines for KMInvotra
 
Data Science Overview
Data Science OverviewData Science Overview
Data Science OverviewDavide Mauri
 
Architecting for Big Data: Trends, Tips, and Deployment Options
Architecting for Big Data: Trends, Tips, and Deployment OptionsArchitecting for Big Data: Trends, Tips, and Deployment Options
Architecting for Big Data: Trends, Tips, and Deployment OptionsCaserta
 
Data Detectives - Presentation
Data Detectives - PresentationData Detectives - Presentation
Data Detectives - PresentationClint Campbell
 

Similar to Semi-Automatic Visual Exploration of Linked Data (20)

Lean Analytics: How to get more out of your data science team
Lean Analytics: How to get more out of your data science teamLean Analytics: How to get more out of your data science team
Lean Analytics: How to get more out of your data science team
 
Big Data Analytics with Microsoft
Big Data Analytics with MicrosoftBig Data Analytics with Microsoft
Big Data Analytics with Microsoft
 
Visualising montioring and evaluation data
Visualising montioring and evaluation dataVisualising montioring and evaluation data
Visualising montioring and evaluation data
 
How Celtra Optimizes its Advertising Platform with Databricks
How Celtra Optimizes its Advertising Platformwith DatabricksHow Celtra Optimizes its Advertising Platformwith Databricks
How Celtra Optimizes its Advertising Platform with Databricks
 
Visualizing Healthcare Data with Tableau (Toronto Central LHIN Presentation)
Visualizing Healthcare Data with Tableau (Toronto Central LHIN Presentation)Visualizing Healthcare Data with Tableau (Toronto Central LHIN Presentation)
Visualizing Healthcare Data with Tableau (Toronto Central LHIN Presentation)
 
Webinar - Harness the Power of Data with Tableau - 2016-02-18
Webinar - Harness the Power of Data with Tableau - 2016-02-18Webinar - Harness the Power of Data with Tableau - 2016-02-18
Webinar - Harness the Power of Data with Tableau - 2016-02-18
 
Great Data Delivery: A model-based approach
Great Data Delivery: A model-based approachGreat Data Delivery: A model-based approach
Great Data Delivery: A model-based approach
 
The Analysis Part of Integration Projects
The Analysis Part of Integration ProjectsThe Analysis Part of Integration Projects
The Analysis Part of Integration Projects
 
Business Intelligence Barista: What DataViz Tool to Use, and When?
Business Intelligence Barista: What DataViz Tool to Use, and When?Business Intelligence Barista: What DataViz Tool to Use, and When?
Business Intelligence Barista: What DataViz Tool to Use, and When?
 
Business Intelligence Barista: What DataViz Tool to Use, and When?
Business Intelligence Barista: What DataViz Tool to Use, and When?Business Intelligence Barista: What DataViz Tool to Use, and When?
Business Intelligence Barista: What DataViz Tool to Use, and When?
 
1355 appliedsciencestrack dershewitz
1355 appliedsciencestrack dershewitz1355 appliedsciencestrack dershewitz
1355 appliedsciencestrack dershewitz
 
Store, Extract, Transform, Load, Visualize. Untagged Conference
Store, Extract, Transform, Load, Visualize. Untagged ConferenceStore, Extract, Transform, Load, Visualize. Untagged Conference
Store, Extract, Transform, Load, Visualize. Untagged Conference
 
Tableau Conference 2014 Presentation
Tableau Conference 2014 PresentationTableau Conference 2014 Presentation
Tableau Conference 2014 Presentation
 
Systems analyst email list
Systems analyst email listSystems analyst email list
Systems analyst email list
 
Systems analyst email list
Systems analyst email listSystems analyst email list
Systems analyst email list
 
Group 1 LinkedIn
Group 1 LinkedInGroup 1 LinkedIn
Group 1 LinkedIn
 
Harnessing search engines for KM
Harnessing search engines for KMHarnessing search engines for KM
Harnessing search engines for KM
 
Data Science Overview
Data Science OverviewData Science Overview
Data Science Overview
 
Architecting for Big Data: Trends, Tips, and Deployment Options
Architecting for Big Data: Trends, Tips, and Deployment OptionsArchitecting for Big Data: Trends, Tips, and Deployment Options
Architecting for Big Data: Trends, Tips, and Deployment Options
 
Data Detectives - Presentation
Data Detectives - PresentationData Detectives - Presentation
Data Detectives - Presentation
 

Recently uploaded

WhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure service
WhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure serviceWhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure service
WhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure servicePooja Nehwal
 
Kalyanpur ) Call Girls in Lucknow Finest Escorts Service 🍸 8923113531 🎰 Avail...
Kalyanpur ) Call Girls in Lucknow Finest Escorts Service 🍸 8923113531 🎰 Avail...Kalyanpur ) Call Girls in Lucknow Finest Escorts Service 🍸 8923113531 🎰 Avail...
Kalyanpur ) Call Girls in Lucknow Finest Escorts Service 🍸 8923113531 🎰 Avail...gurkirankumar98700
 
GenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day PresentationGenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day PresentationMichael W. Hawkins
 
Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365
Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365
Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 3652toLead Limited
 
Breaking the Kubernetes Kill Chain: Host Path Mount
Breaking the Kubernetes Kill Chain: Host Path MountBreaking the Kubernetes Kill Chain: Host Path Mount
Breaking the Kubernetes Kill Chain: Host Path MountPuma Security, LLC
 
A Call to Action for Generative AI in 2024
A Call to Action for Generative AI in 2024A Call to Action for Generative AI in 2024
A Call to Action for Generative AI in 2024Results
 
Histor y of HAM Radio presentation slide
Histor y of HAM Radio presentation slideHistor y of HAM Radio presentation slide
Histor y of HAM Radio presentation slidevu2urc
 
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdf
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdfThe Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdf
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdfEnterprise Knowledge
 
How to convert PDF to text with Nanonets
How to convert PDF to text with NanonetsHow to convert PDF to text with Nanonets
How to convert PDF to text with Nanonetsnaman860154
 
Slack Application Development 101 Slides
Slack Application Development 101 SlidesSlack Application Development 101 Slides
Slack Application Development 101 Slidespraypatel2
 
Scaling API-first – The story of a global engineering organization
Scaling API-first – The story of a global engineering organizationScaling API-first – The story of a global engineering organization
Scaling API-first – The story of a global engineering organizationRadu Cotescu
 
🐬 The future of MySQL is Postgres 🐘
🐬  The future of MySQL is Postgres   🐘🐬  The future of MySQL is Postgres   🐘
🐬 The future of MySQL is Postgres 🐘RTylerCroy
 
SQL Database Design For Developers at php[tek] 2024
SQL Database Design For Developers at php[tek] 2024SQL Database Design For Developers at php[tek] 2024
SQL Database Design For Developers at php[tek] 2024Scott Keck-Warren
 
Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...
Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...
Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...Neo4j
 
08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking Men08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking MenDelhi Call girls
 
My Hashitalk Indonesia April 2024 Presentation
My Hashitalk Indonesia April 2024 PresentationMy Hashitalk Indonesia April 2024 Presentation
My Hashitalk Indonesia April 2024 PresentationRidwan Fadjar
 
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking MenDelhi Call girls
 
Salesforce Community Group Quito, Salesforce 101
Salesforce Community Group Quito, Salesforce 101Salesforce Community Group Quito, Salesforce 101
Salesforce Community Group Quito, Salesforce 101Paola De la Torre
 
#StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
#StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024#StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
#StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024BookNet Canada
 
Presentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreterPresentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreternaman860154
 

Recently uploaded (20)

WhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure service
WhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure serviceWhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure service
WhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure service
 
Kalyanpur ) Call Girls in Lucknow Finest Escorts Service 🍸 8923113531 🎰 Avail...
Kalyanpur ) Call Girls in Lucknow Finest Escorts Service 🍸 8923113531 🎰 Avail...Kalyanpur ) Call Girls in Lucknow Finest Escorts Service 🍸 8923113531 🎰 Avail...
Kalyanpur ) Call Girls in Lucknow Finest Escorts Service 🍸 8923113531 🎰 Avail...
 
GenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day PresentationGenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day Presentation
 
Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365
Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365
Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365
 
Breaking the Kubernetes Kill Chain: Host Path Mount
Breaking the Kubernetes Kill Chain: Host Path MountBreaking the Kubernetes Kill Chain: Host Path Mount
Breaking the Kubernetes Kill Chain: Host Path Mount
 
A Call to Action for Generative AI in 2024
A Call to Action for Generative AI in 2024A Call to Action for Generative AI in 2024
A Call to Action for Generative AI in 2024
 
Histor y of HAM Radio presentation slide
Histor y of HAM Radio presentation slideHistor y of HAM Radio presentation slide
Histor y of HAM Radio presentation slide
 
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdf
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdfThe Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdf
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdf
 
How to convert PDF to text with Nanonets
How to convert PDF to text with NanonetsHow to convert PDF to text with Nanonets
How to convert PDF to text with Nanonets
 
Slack Application Development 101 Slides
Slack Application Development 101 SlidesSlack Application Development 101 Slides
Slack Application Development 101 Slides
 
Scaling API-first – The story of a global engineering organization
Scaling API-first – The story of a global engineering organizationScaling API-first – The story of a global engineering organization
Scaling API-first – The story of a global engineering organization
 
🐬 The future of MySQL is Postgres 🐘
🐬  The future of MySQL is Postgres   🐘🐬  The future of MySQL is Postgres   🐘
🐬 The future of MySQL is Postgres 🐘
 
SQL Database Design For Developers at php[tek] 2024
SQL Database Design For Developers at php[tek] 2024SQL Database Design For Developers at php[tek] 2024
SQL Database Design For Developers at php[tek] 2024
 
Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...
Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...
Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...
 
08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking Men08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking Men
 
My Hashitalk Indonesia April 2024 Presentation
My Hashitalk Indonesia April 2024 PresentationMy Hashitalk Indonesia April 2024 Presentation
My Hashitalk Indonesia April 2024 Presentation
 
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
 
Salesforce Community Group Quito, Salesforce 101
Salesforce Community Group Quito, Salesforce 101Salesforce Community Group Quito, Salesforce 101
Salesforce Community Group Quito, Salesforce 101
 
#StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
#StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024#StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
#StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
 
Presentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreterPresentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreter
 

Semi-Automatic Visual Exploration of Linked Data

  • 1. Semi-­‐Automa+c  Visual   Explora+on  of  Linked  Data   Le;eris  Tatakis   Le;eris.tatakis@manchester.ac.uk   @Ltatakis  
  • 2. Overview  of  Problem   hEp://blog.datalicious.com/data-­‐visualisa+on/phone-­‐data-­‐malte-­‐spitz-­‐die-­‐zeit-­‐germany/   mapping   What  we  have   Where  we  want  to  be  
  • 3. Overview  Example   •  Open  Data  Manchester  Linked  Data  visualisa+ons.   •  You  need  to  specify:  SPARQL  Query  and  Visualisa+on.   •  Requires:  +me,  effort  and  technical  knowledge.   Heat  map  of  fires   Street  light  issues   hEps://github.com/GMDSP-­‐Linked-­‐Data/PhaseTwo/tree/master/Visualisa+ons  
  • 4. Research  Goals   •  Our  aim  is  to  support  developers  who  provide   tools  for  end  users.   •  Allow  the  developers  to  explore,  evaluate  and   understand  underlying  data.   •  “I  have  all  this  data  but  I  don’t  know  what   informa+on  is  in  here!”   •  Allow  developers  to  provide  their  feedback   during  the  processing  of  the  data  in  an  semi-­‐ automa+c  fashion.  
  • 5. Cycle  of  Visual  Analysis   Cycle  of  visual  analysis,  BioVis  2015,  Tableau  
  • 6. Research  Ques+ons   •  What  are  the  key  characteris+cs  that  affect  the   choice  of  data  visualisa+ons?   •  Which  aspects  of  the  user's  task  must  we   understand  to  provide  an  appropriate  selec+on   of  data  visualisa+ons?   •  How  do  we  map  the  characteris+cs  of  the  data   sources  to  the  characteris+cs  of  exis+ng   visualisa+ons.    
  • 7. ODM  Community   •  Do  you  have  Linked  Data  and  have  no  idea  how   to  understand/explore  it?     •  I  would  like  to  understand  the  process  and  the   way  you  work  with  the  data.   •  How  can  we  improve  it?   •  Are  visualisa+ons  always  appropriate?   •  Collabora+ng  with  the  community.     •  Data         •  Comments   •  Insights     •  Ideas         •  Interested  /  Curious     •  Solved  it?  
  • 8. Thank  you!   @LTatakis   le;eris.tatakis@manchester.ac.uk