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A Visual Workflow to Explore
the Web of Data for Scholars
Anastasia Dimou, Laurens De Vocht, Mathias Van
Compernolle, Erik Mannens, Peter Mechant and Rik Van de Walle
Ghent University – iMinds – Multimedia
Big Scholar 2014, WWW14
Seoul, Korea, 8th April 2014
ResXplorer.org ewi.mmlab.be/academic
Exploring the Web of Scholars with Linked Data
Demand
discover, explore and analyze the research data
reuse and exchange resources
Exploring the Web of Scholars with Linked Data
Demand
discover, explore and analyze the research data
reuse and exchange resources
Linked Open Data
Exploring the Web of Scholars with Linked Data
Advantage
a substantial role
in the context of
digital libraries and archives
ideal to reveal links between resources
Exploring the Web of Scholars with Linked Data
Disadvantage
lack of understanding
of the semantic technology
limits scholars to optimally interpret
and query the Web of Scholars
Visual representations for Linked Open Data
to observe multiple aspects
of the data while controlling
and coordinating its views
to additionally reveal
the links between the data
Visual workflow for Linked Open Data
Visual workflow  dynamic
Visual representation  static
A visual workflow
for resources represented
as Linked Open Data
for exploitation, discovery and analysis
of the Web of Data for scholars
using information exploration techniques
Visual Workflow
Visual Workflow
Information Exploration:
Exploratory Data Analysis
The scholar gets familiar with the dataset
no explicit assumption regarding the dataset
the dataset itself reveals its underlying model
and the relationships between its resources
ewi.mmlab.be/academic
Visual Workflow
Coordinated view
Most detailed resources
cannot be further decomposed
a certain resource or the links between two resources
Coordinates
the narrowing and the broadening view
ResXplorer.org ewi.mmlab.be/academic
Visual Workflow
Information Exploration:
Exploratory Search
The scholar is familiar with the dataset
Scholars explore the dataset on their own
find novel relations between resources
Views are not limited to the data of the dataset
but relevant links to resources of other datasets
are also revealed and visualized
ResXplorer.org
Evaluation of the Visual Workflow
Evaluation
Demo of the workflow for the evaluation
LOD Visualization Suite (LOD/VizSuite)
implements the narrowing view
ResXplorer
implements the broadening view
ResXplorer.org ewi.mmlab.be/academic
Survey Results: Explorability
Survey Results: Complexity
User test results: Narrowing View
User test results: Broadening View
Conclusions
Novel visual workflow for exploring resources in the Web of Data
User interfaces based on graph visualizations
offer unique, multifaceted experience
when combined with techniques for information exploration
and enhanced with optimized search in Linked Data.
enables scholars
to view and navigate through combined aspects of research data
to come up spontaneously with observations
whose reasoning can be directly investigated
A Visual Workflow to Explore the Web of Data for Scholars
ResXplorer.org: http://resxplorer.org
LOD/VizSuite: http://ewi.mmlab.be/academic
Contact us
Anastasia Dimou anastasia.dimou@ugent.be @natadimou
Laurens de Vocht laurens.devocht@ugent.be @laurens_d_v

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A Visual Workflow to Explore the Web of Data for Scholars

  • 1. A Visual Workflow to Explore the Web of Data for Scholars Anastasia Dimou, Laurens De Vocht, Mathias Van Compernolle, Erik Mannens, Peter Mechant and Rik Van de Walle Ghent University – iMinds – Multimedia Big Scholar 2014, WWW14 Seoul, Korea, 8th April 2014 ResXplorer.org ewi.mmlab.be/academic
  • 2. Exploring the Web of Scholars with Linked Data Demand discover, explore and analyze the research data reuse and exchange resources
  • 3. Exploring the Web of Scholars with Linked Data Demand discover, explore and analyze the research data reuse and exchange resources Linked Open Data
  • 4. Exploring the Web of Scholars with Linked Data Advantage a substantial role in the context of digital libraries and archives ideal to reveal links between resources
  • 5. Exploring the Web of Scholars with Linked Data Disadvantage lack of understanding of the semantic technology limits scholars to optimally interpret and query the Web of Scholars
  • 6. Visual representations for Linked Open Data to observe multiple aspects of the data while controlling and coordinating its views to additionally reveal the links between the data
  • 7. Visual workflow for Linked Open Data Visual workflow  dynamic Visual representation  static
  • 8. A visual workflow for resources represented as Linked Open Data for exploitation, discovery and analysis of the Web of Data for scholars using information exploration techniques
  • 11. Information Exploration: Exploratory Data Analysis The scholar gets familiar with the dataset no explicit assumption regarding the dataset the dataset itself reveals its underlying model and the relationships between its resources
  • 14. Coordinated view Most detailed resources cannot be further decomposed a certain resource or the links between two resources Coordinates the narrowing and the broadening view
  • 17. Information Exploration: Exploratory Search The scholar is familiar with the dataset Scholars explore the dataset on their own find novel relations between resources Views are not limited to the data of the dataset but relevant links to resources of other datasets are also revealed and visualized
  • 19. Evaluation of the Visual Workflow
  • 20. Evaluation Demo of the workflow for the evaluation LOD Visualization Suite (LOD/VizSuite) implements the narrowing view ResXplorer implements the broadening view ResXplorer.org ewi.mmlab.be/academic
  • 23. User test results: Narrowing View
  • 24. User test results: Broadening View
  • 25. Conclusions Novel visual workflow for exploring resources in the Web of Data User interfaces based on graph visualizations offer unique, multifaceted experience when combined with techniques for information exploration and enhanced with optimized search in Linked Data. enables scholars to view and navigate through combined aspects of research data to come up spontaneously with observations whose reasoning can be directly investigated
  • 26. A Visual Workflow to Explore the Web of Data for Scholars ResXplorer.org: http://resxplorer.org LOD/VizSuite: http://ewi.mmlab.be/academic Contact us Anastasia Dimou anastasia.dimou@ugent.be @natadimou Laurens de Vocht laurens.devocht@ugent.be @laurens_d_v