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MODUL University Vienna, Department of New Media Technology www.modul.ac.at/nmt ▪ www.weblyzard.com
1
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MODUL University Vienna, Department of New Media Technology www.modul.ac.at/nmt ▪ www.weblyzard.com
Analyzing the Digital Talk | Visual Tools for Exploring
Global Communication Flows
Prof. Arno Scharl, Department of New Media Technology
www.modul.ac.at/nmt ∏ www.weblyzard.com
October 2016
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MODUL University Vienna, Department of New Media Technology www.modul.ac.at/nmt ▪ www.weblyzard.com
4
MODUL University Vienna, Department of New Media Technology www.modul.ac.at/nmt ▪ www.weblyzard.com
TIME SERIES
STRUCTURED
TEXT, IMAGES
UNSTRUCTURED
BIG DATA
5
MODUL University Vienna, Department of New Media Technology www.modul.ac.at/nmt ▪ www.weblyzard.com
„… has led to wild claims on both sides of the divide.“
6
MODUL University Vienna, Department of New Media Technology www.modul.ac.at/nmt ▪ www.weblyzard.com
7
MODUL University Vienna, Department of New Media Technology www.modul.ac.at/nmt ▪ www.weblyzard.com
8
MODUL University Vienna, Department of New Media Technology www.modul.ac.at/nmt ▪ www.weblyzard.com
SUSTAINABILITY
UNEP Live Web Intelligence
POLITICS
US Election 2016 Web Monitor
MARKETING
WYSDOM Success Metric
GLOBAL COMMUNICATION FLOWS
9
MODUL University Vienna, Department of New Media Technology www.modul.ac.at/nmt ▪ www.weblyzard.com
UNEP Live Web
Intelligence
unep.ecoresearch.net
Developed by the Department of New Media Technology of
MODUL University Vienna and powered by webLyzard technology
www.weblyzard.com/unep-live ▪ uneplive.unep.org
10
MODUL University Vienna, Department of New Media Technology www.modul.ac.at/nmt ▪ www.weblyzard.com
WEB INTELLIGENCE WORKFLOW
1. Gather Real-Time Content Streams
2. Filter Content to Ensure its Relevance
3. Enrich & Contextualize Documents
 Summarize and Assign Keywords
 Determine Positive vs. Negative Sentiment
 Add Location Data – “Geo-Tagging”
 Identify Persons & Organizations – “Named Entities“
 Evaluate the Veracity of User-Generated Content
4. Dashboard to Visualize Patterns & Trends
11
MODUL University Vienna, Department of New Media Technology www.modul.ac.at/nmt ▪ www.weblyzard.com
12
MODUL University Vienna, Department of New Media Technology www.modul.ac.at/nmt ▪ www.weblyzard.com
Concordance List - Lexical Context
13
MODUL University Vienna, Department of New Media Technology www.modul.ac.at/nmt ▪ www.weblyzard.com
Word Tree - Lexical Context
14
MODUL University Vienna, Department of New Media Technology www.modul.ac.at/nmt ▪ www.weblyzard.com
Keyword Graph – Social Perceptions
15
MODUL University Vienna, Department of New Media Technology www.modul.ac.at/nmt ▪ www.weblyzard.com
Top Sources – Topic: “Biodiversity”
16
MODUL University Vienna, Department of New Media Technology www.modul.ac.at/nmt ▪ www.weblyzard.com
Editorial Stance – Frequency vs. Sentiment
17
MODUL University Vienna, Department of New Media Technology www.modul.ac.at/nmt ▪ www.weblyzard.com
Movers & Shakers – Opinion Holders vs. Targets
18
MODUL University Vienna, Department of New Media Technology www.modul.ac.at/nmt ▪ www.weblyzard.com
19
MODUL University Vienna, Department of New Media Technology www.modul.ac.at/nmt ▪ www.weblyzard.com
20
MODUL University Vienna, Department of New Media Technology www.modul.ac.at/nmt ▪ www.weblyzard.com
21
MODUL University Vienna, Department of New Media Technology www.modul.ac.at/nmt ▪ www.weblyzard.com
22
MODUL University Vienna, Department of New Media Technology www.modul.ac.at/nmt ▪ www.weblyzard.com
US Election 2016
Web Monitor
us2016.weblyzard.com
Developed at the Department of New Media Technology of
MODUL University Vienna; powered by webLyzard technology
www.weblyzard.com/us-election-2016-web-monitor
23
MODUL University Vienna, Department of New Media Technology www.modul.ac.at/nmt ▪ www.weblyzard.com
24
MODUL University Vienna, Department of New Media Technology www.modul.ac.at/nmt ▪ www.weblyzard.com
News Media
30-Day Average
25
MODUL University Vienna, Department of New Media Technology www.modul.ac.at/nmt ▪ www.weblyzard.com
Twitter
26
MODUL University Vienna, Department of New Media Technology www.modul.ac.at/nmt ▪ www.weblyzard.com
Cluster Map
Story Detection
27
MODUL University Vienna, Department of New Media Technology www.modul.ac.at/nmt ▪ www.weblyzard.com
Story Detection
Timeline
28
MODUL University Vienna, Department of New Media Technology www.modul.ac.at/nmt ▪ www.weblyzard.com
29
MODUL University Vienna, Department of New Media Technology www.modul.ac.at/nmt ▪ www.weblyzard.com
WYSDOM Success Metric – Sentiment Trends
webLyzard Stakeholder Dialog & Opinion Model
www.weblyzard.com/wysdom
30
MODUL University Vienna, Department of New Media Technology www.modul.ac.at/nmt ▪ www.weblyzard.com
WYSDOM Success Metric – Desired & Undesired Topics
webLyzard Stakeholder Dialog & Opinion Model
www.weblyzard.com/wysdom
31
MODUL University Vienna, Department of New Media Technology www.modul.ac.at/nmt ▪ www.weblyzard.com
WYSDOM Success Metric – Web Site Visitors
Page Views, Visits (Google Analytics)
webLyzard Stakeholder Dialog & Opinion Model
www.weblyzard.com/wysdom
32
MODUL University Vienna, Department of New Media Technology www.modul.ac.at/nmt ▪ www.weblyzard.com
@webLyzard
SUSTAINABILITY | unep.ecoresearch.net
UNEP Live Web Intelligence
POLITICS | us2016.weblyzard.com
US Election 2016 Web Monitor
MARKETING | www.weblyzard.com/wysdom
WYSDOM Success Metric

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TEDx - Analyzing the Digital Talk: Visual Tools for Exploring Global Communication Flows

  • 1. 1 MODUL University Vienna, Department of New Media Technology www.modul.ac.at/nmt ▪ www.weblyzard.com 1
  • 2. 2 MODUL University Vienna, Department of New Media Technology www.modul.ac.at/nmt ▪ www.weblyzard.com Analyzing the Digital Talk | Visual Tools for Exploring Global Communication Flows Prof. Arno Scharl, Department of New Media Technology www.modul.ac.at/nmt ∏ www.weblyzard.com October 2016
  • 3. 3 MODUL University Vienna, Department of New Media Technology www.modul.ac.at/nmt ▪ www.weblyzard.com
  • 4. 4 MODUL University Vienna, Department of New Media Technology www.modul.ac.at/nmt ▪ www.weblyzard.com TIME SERIES STRUCTURED TEXT, IMAGES UNSTRUCTURED BIG DATA
  • 5. 5 MODUL University Vienna, Department of New Media Technology www.modul.ac.at/nmt ▪ www.weblyzard.com „… has led to wild claims on both sides of the divide.“
  • 6. 6 MODUL University Vienna, Department of New Media Technology www.modul.ac.at/nmt ▪ www.weblyzard.com
  • 7. 7 MODUL University Vienna, Department of New Media Technology www.modul.ac.at/nmt ▪ www.weblyzard.com
  • 8. 8 MODUL University Vienna, Department of New Media Technology www.modul.ac.at/nmt ▪ www.weblyzard.com SUSTAINABILITY UNEP Live Web Intelligence POLITICS US Election 2016 Web Monitor MARKETING WYSDOM Success Metric GLOBAL COMMUNICATION FLOWS
  • 9. 9 MODUL University Vienna, Department of New Media Technology www.modul.ac.at/nmt ▪ www.weblyzard.com UNEP Live Web Intelligence unep.ecoresearch.net Developed by the Department of New Media Technology of MODUL University Vienna and powered by webLyzard technology www.weblyzard.com/unep-live ▪ uneplive.unep.org
  • 10. 10 MODUL University Vienna, Department of New Media Technology www.modul.ac.at/nmt ▪ www.weblyzard.com WEB INTELLIGENCE WORKFLOW 1. Gather Real-Time Content Streams 2. Filter Content to Ensure its Relevance 3. Enrich & Contextualize Documents  Summarize and Assign Keywords  Determine Positive vs. Negative Sentiment  Add Location Data – “Geo-Tagging”  Identify Persons & Organizations – “Named Entities“  Evaluate the Veracity of User-Generated Content 4. Dashboard to Visualize Patterns & Trends
  • 11. 11 MODUL University Vienna, Department of New Media Technology www.modul.ac.at/nmt ▪ www.weblyzard.com
  • 12. 12 MODUL University Vienna, Department of New Media Technology www.modul.ac.at/nmt ▪ www.weblyzard.com Concordance List - Lexical Context
  • 13. 13 MODUL University Vienna, Department of New Media Technology www.modul.ac.at/nmt ▪ www.weblyzard.com Word Tree - Lexical Context
  • 14. 14 MODUL University Vienna, Department of New Media Technology www.modul.ac.at/nmt ▪ www.weblyzard.com Keyword Graph – Social Perceptions
  • 15. 15 MODUL University Vienna, Department of New Media Technology www.modul.ac.at/nmt ▪ www.weblyzard.com Top Sources – Topic: “Biodiversity”
  • 16. 16 MODUL University Vienna, Department of New Media Technology www.modul.ac.at/nmt ▪ www.weblyzard.com Editorial Stance – Frequency vs. Sentiment
  • 17. 17 MODUL University Vienna, Department of New Media Technology www.modul.ac.at/nmt ▪ www.weblyzard.com Movers & Shakers – Opinion Holders vs. Targets
  • 18. 18 MODUL University Vienna, Department of New Media Technology www.modul.ac.at/nmt ▪ www.weblyzard.com
  • 19. 19 MODUL University Vienna, Department of New Media Technology www.modul.ac.at/nmt ▪ www.weblyzard.com
  • 20. 20 MODUL University Vienna, Department of New Media Technology www.modul.ac.at/nmt ▪ www.weblyzard.com
  • 21. 21 MODUL University Vienna, Department of New Media Technology www.modul.ac.at/nmt ▪ www.weblyzard.com
  • 22. 22 MODUL University Vienna, Department of New Media Technology www.modul.ac.at/nmt ▪ www.weblyzard.com US Election 2016 Web Monitor us2016.weblyzard.com Developed at the Department of New Media Technology of MODUL University Vienna; powered by webLyzard technology www.weblyzard.com/us-election-2016-web-monitor
  • 23. 23 MODUL University Vienna, Department of New Media Technology www.modul.ac.at/nmt ▪ www.weblyzard.com
  • 24. 24 MODUL University Vienna, Department of New Media Technology www.modul.ac.at/nmt ▪ www.weblyzard.com News Media 30-Day Average
  • 25. 25 MODUL University Vienna, Department of New Media Technology www.modul.ac.at/nmt ▪ www.weblyzard.com Twitter
  • 26. 26 MODUL University Vienna, Department of New Media Technology www.modul.ac.at/nmt ▪ www.weblyzard.com Cluster Map Story Detection
  • 27. 27 MODUL University Vienna, Department of New Media Technology www.modul.ac.at/nmt ▪ www.weblyzard.com Story Detection Timeline
  • 28. 28 MODUL University Vienna, Department of New Media Technology www.modul.ac.at/nmt ▪ www.weblyzard.com
  • 29. 29 MODUL University Vienna, Department of New Media Technology www.modul.ac.at/nmt ▪ www.weblyzard.com WYSDOM Success Metric – Sentiment Trends webLyzard Stakeholder Dialog & Opinion Model www.weblyzard.com/wysdom
  • 30. 30 MODUL University Vienna, Department of New Media Technology www.modul.ac.at/nmt ▪ www.weblyzard.com WYSDOM Success Metric – Desired & Undesired Topics webLyzard Stakeholder Dialog & Opinion Model www.weblyzard.com/wysdom
  • 31. 31 MODUL University Vienna, Department of New Media Technology www.modul.ac.at/nmt ▪ www.weblyzard.com WYSDOM Success Metric – Web Site Visitors Page Views, Visits (Google Analytics) webLyzard Stakeholder Dialog & Opinion Model www.weblyzard.com/wysdom
  • 32. 32 MODUL University Vienna, Department of New Media Technology www.modul.ac.at/nmt ▪ www.weblyzard.com @webLyzard SUSTAINABILITY | unep.ecoresearch.net UNEP Live Web Intelligence POLITICS | us2016.weblyzard.com US Election 2016 Web Monitor MARKETING | www.weblyzard.com/wysdom WYSDOM Success Metric