SlideShare une entreprise Scribd logo
1  sur  22
BCS Sussex
Presentation
Presentation on
Visualization of Large Networks
MITHILEYSH SATHIYANARAYANAN
Email: m.sathiyanarayanan@brighton.ac.uk
Research Student, School of CEM
University of Brighton
Supervised by Dr Gem Stapleton, Prof John Howse, Dr Jim Burton
CONTENTS
 Aim of the Research
 Introduction
 Euler drawing method
 Graph drawing method
 Combining both Euler and Graph drawing
methods in the research
 Applications
 References
Aim of the Research
 The aim of the research is to significantly
improve the analysis of big network data
using Euler diagrams with graphs by
automated visualization (Software).
Example: Facebook is a grouped network,
which has millions of users. This big
network needs to be analyzed using an
automated tool.
Introduction
 Euler diagrams are an attractive information
visualization tool which represent relationship
between the sets (categories).
Figure: Relationship between the Universities
Introduction (Contd.)
Euler diagram Properties
Introduction (Contd.)
Euler diagram Properties (contd.)
Introduction (Contd.)
Euler diagram Properties (contd.)
Introduction (Contd.)
 Graphs (often termed as network diagrams)
represent the relationship between the data
items.
Figure: Relationship between the researchers collaborating with
different University researchers.
Introduction (Contd.)
Graph Properties
Introduction (Contd.)
Graph Properties (contd.)
Introduction (Contd.)
 Euler diagrams + graphs will represent the
relationship between the sets (categories) and
the data items (people).
Figure: Relationship between the Universities and the lecturers collaborating with the
different University lecturers.
Introduction (contd.)
 Two important methods in developing Euler
diagrams and Graphs in combination are:
1. Euler drawing method
2. Graph drawing method
>> Our goal is to combine both the methods
successfully considering their properties.
Euler Drawing Method
 The circle based drawing method for
producing Euler diagram was recently
devised by Stapleton et al. [1].
 The three different colors are described as
different zones as given by the abstract
description: {A, B,AB, BC}.
Figure: Euler diagram generated
Euler Drawing Method (contd.)
Remarks:
 Automatically draws Euler diagram using
only circles to represent any data set.
 Good layout is generated compared to
other previous methods.
Graph Drawing Method
 One of the old and traditional graph
drawing method is Force-Directed
Layouts method [2].
 The force-directed algorithm is based on
the physical model of attraction and
repulsion.
Figure: Left handed diagram has edge-crossings in graph and
right handed diagram has avoided edge-crossings in graph.
Graph Drawing Method (contd.)
Remarks:
 Optimal graph layouts are obtained.
 Avoids edge-crossings.
Combining both drawing Methods
 A relatively new method combining both
Euler drawing method and graph drawing
method will be developed which will have
benefits and impacts of Euler diagrams
and graphs.
Figure: Euler diagram and graph in combination
Expected Result
The below figure is an example of the expected result
(automatic visualization software) showing Euler diagrams and graph in
combination for analyzing research network.
Figure: Example shows how researchers are connected in computer field
Potential Applications
 Social Network Analysis
 Communication Network Analysis
 Research Network Analysis
 Medical Analysis
References
THANK YOU

Contenu connexe

Tendances

54328034 vector-set2-2011
54328034 vector-set2-201154328034 vector-set2-2011
54328034 vector-set2-2011
komathy mathy
 
Analyzing social media networks with NodeXL - Chapter-04 images
Analyzing social media networks with NodeXL - Chapter-04 imagesAnalyzing social media networks with NodeXL - Chapter-04 images
Analyzing social media networks with NodeXL - Chapter-04 images
Marc Smith
 
The Biconnected Verification of Workflow Nets
The Biconnected Verification of Workflow NetsThe Biconnected Verification of Workflow Nets
The Biconnected Verification of Workflow Nets
Artem Polyvyanyy
 

Tendances (19)

Graphs
GraphsGraphs
Graphs
 
Chapter 7 graphs
Chapter 7 graphsChapter 7 graphs
Chapter 7 graphs
 
Poster 2D Thinning
Poster 2D ThinningPoster 2D Thinning
Poster 2D Thinning
 
Analyzing social media networks with NodeXL - Chapter- 05 Images
Analyzing social media networks with NodeXL - Chapter- 05 ImagesAnalyzing social media networks with NodeXL - Chapter- 05 Images
Analyzing social media networks with NodeXL - Chapter- 05 Images
 
Finding Maximum Edge Biclique in Bipartite Networks by Integer Programming
Finding Maximum Edge Biclique in Bipartite Networks by Integer ProgrammingFinding Maximum Edge Biclique in Bipartite Networks by Integer Programming
Finding Maximum Edge Biclique in Bipartite Networks by Integer Programming
 
Augmented reality meets computer vision data generation for driving scenes.
Augmented reality meets computer vision data generation for driving scenes.  Augmented reality meets computer vision data generation for driving scenes.
Augmented reality meets computer vision data generation for driving scenes.
 
Shortest-Path Problems - Graph Theory in Computer Applications
Shortest-Path Problems - Graph Theory in Computer ApplicationsShortest-Path Problems - Graph Theory in Computer Applications
Shortest-Path Problems - Graph Theory in Computer Applications
 
54328034 vector-set2-2011
54328034 vector-set2-201154328034 vector-set2-2011
54328034 vector-set2-2011
 
Analyzing social media networks with NodeXL - Chapter - 06 Images
Analyzing social media networks with NodeXL - Chapter - 06 ImagesAnalyzing social media networks with NodeXL - Chapter - 06 Images
Analyzing social media networks with NodeXL - Chapter - 06 Images
 
Few More Results on Sum Labeling of Split Graphs
Few More Results on Sum Labeling of Split GraphsFew More Results on Sum Labeling of Split Graphs
Few More Results on Sum Labeling of Split Graphs
 
Analyzing social media networks with NodeXL - Chapter-04 images
Analyzing social media networks with NodeXL - Chapter-04 imagesAnalyzing social media networks with NodeXL - Chapter-04 images
Analyzing social media networks with NodeXL - Chapter-04 images
 
Uses Of Calculus is Computer Science
Uses Of Calculus is Computer ScienceUses Of Calculus is Computer Science
Uses Of Calculus is Computer Science
 
main
mainmain
main
 
Shortcomings and Flaws in the Mathematical Derivation of the Fundamental Matr...
Shortcomings and Flaws in the Mathematical Derivation of the Fundamental Matr...Shortcomings and Flaws in the Mathematical Derivation of the Fundamental Matr...
Shortcomings and Flaws in the Mathematical Derivation of the Fundamental Matr...
 
Beyond Bag of Features: Adaptive Hilbert Scan Based Tree for Image Retrieval
Beyond Bag of Features: Adaptive Hilbert Scan Based Tree for Image RetrievalBeyond Bag of Features: Adaptive Hilbert Scan Based Tree for Image Retrieval
Beyond Bag of Features: Adaptive Hilbert Scan Based Tree for Image Retrieval
 
Curve Fitting - Linear Algebra
Curve Fitting - Linear AlgebraCurve Fitting - Linear Algebra
Curve Fitting - Linear Algebra
 
Analysis of Hill Road Network Structure in Developing Countries
Analysis of Hill Road Network Structure in Developing CountriesAnalysis of Hill Road Network Structure in Developing Countries
Analysis of Hill Road Network Structure in Developing Countries
 
The Biconnected Verification of Workflow Nets
The Biconnected Verification of Workflow NetsThe Biconnected Verification of Workflow Nets
The Biconnected Verification of Workflow Nets
 
Applications of Matrices in Engineering
Applications of Matrices in EngineeringApplications of Matrices in Engineering
Applications of Matrices in Engineering
 

En vedette

En vedette (9)

Well-matchedness in Euler Diagram
Well-matchedness in Euler DiagramWell-matchedness in Euler Diagram
Well-matchedness in Euler Diagram
 
Design and Evaluation of Euler Diagram and Treemap for Social Network Visuali...
Design and Evaluation of Euler Diagram and Treemap for Social Network Visuali...Design and Evaluation of Euler Diagram and Treemap for Social Network Visuali...
Design and Evaluation of Euler Diagram and Treemap for Social Network Visuali...
 
Spherule Diagrams with Graph for Social Network Visualization
Spherule Diagrams with Graph for Social Network VisualizationSpherule Diagrams with Graph for Social Network Visualization
Spherule Diagrams with Graph for Social Network Visualization
 
Traffic Classification
Traffic ClassificationTraffic Classification
Traffic Classification
 
Euler-time Diagrams
Euler-time DiagramsEuler-time Diagrams
Euler-time Diagrams
 
Spherule Diagrams: A Matrix-based Set Visualization Compared with Euler Diagrams
Spherule Diagrams: A Matrix-based Set Visualization Compared with Euler DiagramsSpherule Diagrams: A Matrix-based Set Visualization Compared with Euler Diagrams
Spherule Diagrams: A Matrix-based Set Visualization Compared with Euler Diagrams
 
Visualizing Social Networks using a Treemap overlaid with a Graph
Visualizing Social Networks using a Treemap overlaid with a Graph Visualizing Social Networks using a Treemap overlaid with a Graph
Visualizing Social Networks using a Treemap overlaid with a Graph
 
MYO Armband for Physiotherapy Healthcare: A Case Study Using Gesture Recognit...
MYO Armband for Physiotherapy Healthcare: A Case Study Using Gesture Recognit...MYO Armband for Physiotherapy Healthcare: A Case Study Using Gesture Recognit...
MYO Armband for Physiotherapy Healthcare: A Case Study Using Gesture Recognit...
 
Map Navigation using hand gesture recognition
Map Navigation using hand gesture recognitionMap Navigation using hand gesture recognition
Map Navigation using hand gesture recognition
 

Similaire à Visualisation of Large Networks

Exploration of Imputation Methods for Missingness in Image Segmentation
Exploration of Imputation Methods for Missingness in Image SegmentationExploration of Imputation Methods for Missingness in Image Segmentation
Exploration of Imputation Methods for Missingness in Image Segmentation
Christopher Peter Makris
 
Kentaro_region_filling_inpainting
Kentaro_region_filling_inpaintingKentaro_region_filling_inpainting
Kentaro_region_filling_inpainting
Vipin Gupta
 

Similaire à Visualisation of Large Networks (20)

Drawing Euler diagrams and graphs in combination
Drawing Euler diagrams and graphs in combinationDrawing Euler diagrams and graphs in combination
Drawing Euler diagrams and graphs in combination
 
Exploration of Imputation Methods for Missingness in Image Segmentation
Exploration of Imputation Methods for Missingness in Image SegmentationExploration of Imputation Methods for Missingness in Image Segmentation
Exploration of Imputation Methods for Missingness in Image Segmentation
 
A HYBRID MORPHOLOGICAL ACTIVE CONTOUR FOR NATURAL IMAGES
A HYBRID MORPHOLOGICAL ACTIVE CONTOUR FOR NATURAL IMAGESA HYBRID MORPHOLOGICAL ACTIVE CONTOUR FOR NATURAL IMAGES
A HYBRID MORPHOLOGICAL ACTIVE CONTOUR FOR NATURAL IMAGES
 
A HYBRID MORPHOLOGICAL ACTIVE CONTOUR FOR NATURAL IMAGES
A HYBRID MORPHOLOGICAL ACTIVE CONTOUR FOR NATURAL IMAGESA HYBRID MORPHOLOGICAL ACTIVE CONTOUR FOR NATURAL IMAGES
A HYBRID MORPHOLOGICAL ACTIVE CONTOUR FOR NATURAL IMAGES
 
A HYBRID MORPHOLOGICAL ACTIVE CONTOUR FOR NATURAL IMAGES
A HYBRID MORPHOLOGICAL ACTIVE CONTOUR FOR NATURAL IMAGESA HYBRID MORPHOLOGICAL ACTIVE CONTOUR FOR NATURAL IMAGES
A HYBRID MORPHOLOGICAL ACTIVE CONTOUR FOR NATURAL IMAGES
 
Application of Graph Theory in Computer science using Data Structure.pdf
Application of Graph Theory in Computer science using Data Structure.pdfApplication of Graph Theory in Computer science using Data Structure.pdf
Application of Graph Theory in Computer science using Data Structure.pdf
 
A NOVEL IMAGE SEGMENTATION ENHANCEMENT TECHNIQUE BASED ON ACTIVE CONTOUR AND...
A NOVEL IMAGE SEGMENTATION ENHANCEMENT TECHNIQUE BASED ON  ACTIVE CONTOUR AND...A NOVEL IMAGE SEGMENTATION ENHANCEMENT TECHNIQUE BASED ON  ACTIVE CONTOUR AND...
A NOVEL IMAGE SEGMENTATION ENHANCEMENT TECHNIQUE BASED ON ACTIVE CONTOUR AND...
 
A MORPHOLOGICAL MULTIPHASE ACTIVE CONTOUR FOR VASCULAR SEGMENTATION
A MORPHOLOGICAL MULTIPHASE ACTIVE CONTOUR FOR VASCULAR SEGMENTATIONA MORPHOLOGICAL MULTIPHASE ACTIVE CONTOUR FOR VASCULAR SEGMENTATION
A MORPHOLOGICAL MULTIPHASE ACTIVE CONTOUR FOR VASCULAR SEGMENTATION
 
A Join Operator for Property Graphs
A Join Operator for Property GraphsA Join Operator for Property Graphs
A Join Operator for Property Graphs
 
poster
posterposter
poster
 
Connected charts explicit visualization of relationship between data graphics
Connected charts explicit visualization of relationship between data graphicsConnected charts explicit visualization of relationship between data graphics
Connected charts explicit visualization of relationship between data graphics
 
UNIT II GEOMETRIC MODELING (COMPUTER AIDED DESIGN AND MANUFACTURING )
UNIT II GEOMETRIC MODELING (COMPUTER AIDED DESIGN AND MANUFACTURING )UNIT II GEOMETRIC MODELING (COMPUTER AIDED DESIGN AND MANUFACTURING )
UNIT II GEOMETRIC MODELING (COMPUTER AIDED DESIGN AND MANUFACTURING )
 
Image search using similarity measures based on circular sectors
Image search using similarity measures based on circular sectorsImage search using similarity measures based on circular sectors
Image search using similarity measures based on circular sectors
 
IMAGE SEARCH USING SIMILARITY MEASURES BASED ON CIRCULAR SECTORS
IMAGE SEARCH USING SIMILARITY MEASURES BASED ON CIRCULAR SECTORSIMAGE SEARCH USING SIMILARITY MEASURES BASED ON CIRCULAR SECTORS
IMAGE SEARCH USING SIMILARITY MEASURES BASED ON CIRCULAR SECTORS
 
A Mat Lab built software application for similar image retrieval
A Mat Lab built software application for similar image retrievalA Mat Lab built software application for similar image retrieval
A Mat Lab built software application for similar image retrieval
 
SubGraD- An Approach for Subgraph Detection
SubGraD- An Approach for Subgraph Detection SubGraD- An Approach for Subgraph Detection
SubGraD- An Approach for Subgraph Detection
 
Kentaro_region_filling_inpainting
Kentaro_region_filling_inpaintingKentaro_region_filling_inpainting
Kentaro_region_filling_inpainting
 
EXTENDED WAVELET TRANSFORM BASED IMAGE INPAINTING ALGORITHM FOR NATURAL SCENE...
EXTENDED WAVELET TRANSFORM BASED IMAGE INPAINTING ALGORITHM FOR NATURAL SCENE...EXTENDED WAVELET TRANSFORM BASED IMAGE INPAINTING ALGORITHM FOR NATURAL SCENE...
EXTENDED WAVELET TRANSFORM BASED IMAGE INPAINTING ALGORITHM FOR NATURAL SCENE...
 
WEB IMAGE RETRIEVAL USING CLUSTERING APPROACHES
WEB IMAGE RETRIEVAL USING CLUSTERING APPROACHESWEB IMAGE RETRIEVAL USING CLUSTERING APPROACHES
WEB IMAGE RETRIEVAL USING CLUSTERING APPROACHES
 
Bloom Graph
Bloom GraphBloom Graph
Bloom Graph
 

Plus de Mithileysh Sathiyanarayanan

Plus de Mithileysh Sathiyanarayanan (20)

6G Communication
6G Communication6G Communication
6G Communication
 
VIRAL: The Effectiveness of Virtual Lab Teaching in Developing Higher Order T...
VIRAL: The Effectiveness of Virtual Lab Teaching in Developing Higher Order T...VIRAL: The Effectiveness of Virtual Lab Teaching in Developing Higher Order T...
VIRAL: The Effectiveness of Virtual Lab Teaching in Developing Higher Order T...
 
Importance of Publications
Importance of PublicationsImportance of Publications
Importance of Publications
 
Disruptive Technologies
Disruptive TechnologiesDisruptive Technologies
Disruptive Technologies
 
Orange Data Mining & Data Visualization Tool
Orange Data Mining & Data Visualization ToolOrange Data Mining & Data Visualization Tool
Orange Data Mining & Data Visualization Tool
 
Healthcare 5.0
Healthcare 5.0Healthcare 5.0
Healthcare 5.0
 
Extended Microteaching - Innovative Teaching Pedagogies
Extended Microteaching - Innovative Teaching PedagogiesExtended Microteaching - Innovative Teaching Pedagogies
Extended Microteaching - Innovative Teaching Pedagogies
 
Digital Twin Technology
Digital Twin TechnologyDigital Twin Technology
Digital Twin Technology
 
Socio Emotional Intelligence (SEI)
Socio Emotional Intelligence (SEI)Socio Emotional Intelligence (SEI)
Socio Emotional Intelligence (SEI)
 
Business Intelligence
Business IntelligenceBusiness Intelligence
Business Intelligence
 
Smart IoT Device for Vehicle Theft
Smart IoT Device for Vehicle TheftSmart IoT Device for Vehicle Theft
Smart IoT Device for Vehicle Theft
 
Campus to Corporate Initiative
Campus to Corporate InitiativeCampus to Corporate Initiative
Campus to Corporate Initiative
 
Blockchain Technology
Blockchain TechnologyBlockchain Technology
Blockchain Technology
 
Role of Technology and Innovation in Rural Healthcare in India
Role of Technology and Innovation in Rural Healthcare in IndiaRole of Technology and Innovation in Rural Healthcare in India
Role of Technology and Innovation in Rural Healthcare in India
 
iPARK: Intelligent Parking System based on IoT & AI
iPARK: Intelligent Parking System based on IoT & AIiPARK: Intelligent Parking System based on IoT & AI
iPARK: Intelligent Parking System based on IoT & AI
 
Artificial Intelligence - Overview
Artificial Intelligence - OverviewArtificial Intelligence - Overview
Artificial Intelligence - Overview
 
Introduction to Tableau
Introduction to Tableau Introduction to Tableau
Introduction to Tableau
 
Digital Forensics
Digital ForensicsDigital Forensics
Digital Forensics
 
Leveraging Blockchain in Agriculture
Leveraging Blockchain in AgricultureLeveraging Blockchain in Agriculture
Leveraging Blockchain in Agriculture
 
Smart Vehicle using IoT
Smart Vehicle using IoTSmart Vehicle using IoT
Smart Vehicle using IoT
 

Dernier

Dernier (20)

Axa Assurance Maroc - Insurer Innovation Award 2024
Axa Assurance Maroc - Insurer Innovation Award 2024Axa Assurance Maroc - Insurer Innovation Award 2024
Axa Assurance Maroc - Insurer Innovation Award 2024
 
How to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerHow to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected Worker
 
Partners Life - Insurer Innovation Award 2024
Partners Life - Insurer Innovation Award 2024Partners Life - Insurer Innovation Award 2024
Partners Life - Insurer Innovation Award 2024
 
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
 
From Event to Action: Accelerate Your Decision Making with Real-Time Automation
From Event to Action: Accelerate Your Decision Making with Real-Time AutomationFrom Event to Action: Accelerate Your Decision Making with Real-Time Automation
From Event to Action: Accelerate Your Decision Making with Real-Time Automation
 
Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe
Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, AdobeApidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe
Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe
 
Real Time Object Detection Using Open CV
Real Time Object Detection Using Open CVReal Time Object Detection Using Open CV
Real Time Object Detection Using Open CV
 
Finology Group – Insurtech Innovation Award 2024
Finology Group – Insurtech Innovation Award 2024Finology Group – Insurtech Innovation Award 2024
Finology Group – Insurtech Innovation Award 2024
 
2024: Domino Containers - The Next Step. News from the Domino Container commu...
2024: Domino Containers - The Next Step. News from the Domino Container commu...2024: Domino Containers - The Next Step. News from the Domino Container commu...
2024: Domino Containers - The Next Step. News from the Domino Container commu...
 
The 7 Things I Know About Cyber Security After 25 Years | April 2024
The 7 Things I Know About Cyber Security After 25 Years | April 2024The 7 Things I Know About Cyber Security After 25 Years | April 2024
The 7 Things I Know About Cyber Security After 25 Years | April 2024
 
presentation ICT roal in 21st century education
presentation ICT roal in 21st century educationpresentation ICT roal in 21st century education
presentation ICT roal in 21st century education
 
🐬 The future of MySQL is Postgres 🐘
🐬  The future of MySQL is Postgres   🐘🐬  The future of MySQL is Postgres   🐘
🐬 The future of MySQL is Postgres 🐘
 
GenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day PresentationGenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day Presentation
 
GenAI Risks & Security Meetup 01052024.pdf
GenAI Risks & Security Meetup 01052024.pdfGenAI Risks & Security Meetup 01052024.pdf
GenAI Risks & Security Meetup 01052024.pdf
 
What Are The Drone Anti-jamming Systems Technology?
What Are The Drone Anti-jamming Systems Technology?What Are The Drone Anti-jamming Systems Technology?
What Are The Drone Anti-jamming Systems Technology?
 
Tata AIG General Insurance Company - Insurer Innovation Award 2024
Tata AIG General Insurance Company - Insurer Innovation Award 2024Tata AIG General Insurance Company - Insurer Innovation Award 2024
Tata AIG General Insurance Company - Insurer Innovation Award 2024
 
TrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
TrustArc Webinar - Stay Ahead of US State Data Privacy Law DevelopmentsTrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
TrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
 
Connector Corner: Accelerate revenue generation using UiPath API-centric busi...
Connector Corner: Accelerate revenue generation using UiPath API-centric busi...Connector Corner: Accelerate revenue generation using UiPath API-centric busi...
Connector Corner: Accelerate revenue generation using UiPath API-centric busi...
 
Tech Trends Report 2024 Future Today Institute.pdf
Tech Trends Report 2024 Future Today Institute.pdfTech Trends Report 2024 Future Today Institute.pdf
Tech Trends Report 2024 Future Today Institute.pdf
 
A Year of the Servo Reboot: Where Are We Now?
A Year of the Servo Reboot: Where Are We Now?A Year of the Servo Reboot: Where Are We Now?
A Year of the Servo Reboot: Where Are We Now?
 

Visualisation of Large Networks

  • 2. Presentation on Visualization of Large Networks MITHILEYSH SATHIYANARAYANAN Email: m.sathiyanarayanan@brighton.ac.uk Research Student, School of CEM University of Brighton Supervised by Dr Gem Stapleton, Prof John Howse, Dr Jim Burton
  • 3. CONTENTS  Aim of the Research  Introduction  Euler drawing method  Graph drawing method  Combining both Euler and Graph drawing methods in the research  Applications  References
  • 4. Aim of the Research  The aim of the research is to significantly improve the analysis of big network data using Euler diagrams with graphs by automated visualization (Software). Example: Facebook is a grouped network, which has millions of users. This big network needs to be analyzed using an automated tool.
  • 5. Introduction  Euler diagrams are an attractive information visualization tool which represent relationship between the sets (categories). Figure: Relationship between the Universities
  • 9. Introduction (Contd.)  Graphs (often termed as network diagrams) represent the relationship between the data items. Figure: Relationship between the researchers collaborating with different University researchers.
  • 12. Introduction (Contd.)  Euler diagrams + graphs will represent the relationship between the sets (categories) and the data items (people). Figure: Relationship between the Universities and the lecturers collaborating with the different University lecturers.
  • 13. Introduction (contd.)  Two important methods in developing Euler diagrams and Graphs in combination are: 1. Euler drawing method 2. Graph drawing method >> Our goal is to combine both the methods successfully considering their properties.
  • 14. Euler Drawing Method  The circle based drawing method for producing Euler diagram was recently devised by Stapleton et al. [1].  The three different colors are described as different zones as given by the abstract description: {A, B,AB, BC}. Figure: Euler diagram generated
  • 15. Euler Drawing Method (contd.) Remarks:  Automatically draws Euler diagram using only circles to represent any data set.  Good layout is generated compared to other previous methods.
  • 16. Graph Drawing Method  One of the old and traditional graph drawing method is Force-Directed Layouts method [2].  The force-directed algorithm is based on the physical model of attraction and repulsion. Figure: Left handed diagram has edge-crossings in graph and right handed diagram has avoided edge-crossings in graph.
  • 17. Graph Drawing Method (contd.) Remarks:  Optimal graph layouts are obtained.  Avoids edge-crossings.
  • 18. Combining both drawing Methods  A relatively new method combining both Euler drawing method and graph drawing method will be developed which will have benefits and impacts of Euler diagrams and graphs. Figure: Euler diagram and graph in combination
  • 19. Expected Result The below figure is an example of the expected result (automatic visualization software) showing Euler diagrams and graph in combination for analyzing research network. Figure: Example shows how researchers are connected in computer field
  • 20. Potential Applications  Social Network Analysis  Communication Network Analysis  Research Network Analysis  Medical Analysis