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Social Computing and Crisis in the New
Information Age
Marc van den Homberg, 8th of October 2013
marc.vandenhomberg@tno.nl
Topics HFM-RWS 241 “Social Media and
Information Technology for Disaster and Crisis
Response”
Current practices in information sharing
Novel technologies for information sharing and disaster information
coordination
Social trust, social cyber-threats, and related socio-culture aspects
Development of an exercise in information sharing in a disaster
scenario.
Current practices in information sharing

Source: UN OCHA
Humanitarianism in the network age, 2013,
Nethope report 2010
New practices…
New practices,
social media

Traditional
practices
of
information
sharing
Challenges of information sharing between
affected and supporting community
Multitude of data sources
Coupling of traditional with social media data
Aggregation and validation of data
Information not well adapted to local context
(illiteracy, language, documented expertise vs storytelling)
Technology gap
Using too advanced technology which does not ‘reach’ communities
Often one-way communication, with a very limited feedback loop
Collaboration gaps
Reluctance between actors to share information
Professionals versus volunteer communities
Novel technologies for information sharing and
disaster information coordination
Community based comprehensive recovery
www.cobacore.eu
Collaboration gaps right after a disaster
From
external
response to
community
driven
crisis
response

Current response models
mostly between affected
community and responding
professionals
responding
professionals

affected
community

resilient
community

COBACORE includes
the interaction with
responding community

responding
community

individual and collective capabilities
individual and collective needs
10

COBACORE; EU FP7 project No. 313308
Expert finder
Pluralism monitor
Media mining
Press freedom
Zimbabwe
Global
Expert panel for validation
(media experts, a.o. IPDC UNESCO)

Data
acquisition

Annotation

Analysis

Interpretation
SENTIMENT

ATTENTION

TOPICS

ACTORS

Topics (e.g., agriculture, politics,
economy)
Election news or not
Foreign news versus national and
local news
Specific events
Regions

Individuals
names
affiliations (with groups in society)
gender of individuals
pro or against government
function (MP, minister, ..)
political party
government versus opposition
Groups
religious
ethnic
NGO
political party

Tone (positive/negative)
Use of hate speech
Incremental supervised learning architecture
Online news
incremental learning

Text analysis
engine
Topic
detection/
classification

Annotation

DB/KB

Sentiment
analysis
supervision
Named entity
recognition
Demo: text mining on news data in action!
Twitcident

Filtering social media
(tweets) to obtain real-time
intelligence for support of
operational emergency
services. Also for prevention
and analysis.
Contact details
Marc van den Homberg

T

+31 88 8667135

Senior business consultant ICT4D M

+31 6 51069884

Oude Waalsdorperweg 63,
2597 AK Den Haag

E

marc.vandenhomberg@tno.nl

The Netherlands

S

marcvandenhomberg

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Towards comprehensive community based disaster management

  • 1. Social Computing and Crisis in the New Information Age Marc van den Homberg, 8th of October 2013 marc.vandenhomberg@tno.nl
  • 2. Topics HFM-RWS 241 “Social Media and Information Technology for Disaster and Crisis Response” Current practices in information sharing Novel technologies for information sharing and disaster information coordination Social trust, social cyber-threats, and related socio-culture aspects Development of an exercise in information sharing in a disaster scenario.
  • 3. Current practices in information sharing Source: UN OCHA Humanitarianism in the network age, 2013, Nethope report 2010
  • 6. Challenges of information sharing between affected and supporting community Multitude of data sources Coupling of traditional with social media data Aggregation and validation of data Information not well adapted to local context (illiteracy, language, documented expertise vs storytelling) Technology gap Using too advanced technology which does not ‘reach’ communities Often one-way communication, with a very limited feedback loop Collaboration gaps Reluctance between actors to share information Professionals versus volunteer communities
  • 7. Novel technologies for information sharing and disaster information coordination
  • 8. Community based comprehensive recovery www.cobacore.eu
  • 9.
  • 10. Collaboration gaps right after a disaster
  • 11. From external response to community driven crisis response Current response models mostly between affected community and responding professionals responding professionals affected community resilient community COBACORE includes the interaction with responding community responding community individual and collective capabilities individual and collective needs 10 COBACORE; EU FP7 project No. 313308
  • 12.
  • 13.
  • 15. Pluralism monitor Media mining Press freedom Zimbabwe Global Expert panel for validation (media experts, a.o. IPDC UNESCO) Data acquisition Annotation Analysis Interpretation
  • 16. SENTIMENT ATTENTION TOPICS ACTORS Topics (e.g., agriculture, politics, economy) Election news or not Foreign news versus national and local news Specific events Regions Individuals names affiliations (with groups in society) gender of individuals pro or against government function (MP, minister, ..) political party government versus opposition Groups religious ethnic NGO political party Tone (positive/negative) Use of hate speech
  • 17. Incremental supervised learning architecture Online news incremental learning Text analysis engine Topic detection/ classification Annotation DB/KB Sentiment analysis supervision Named entity recognition
  • 18. Demo: text mining on news data in action!
  • 19. Twitcident Filtering social media (tweets) to obtain real-time intelligence for support of operational emergency services. Also for prevention and analysis.
  • 20.
  • 21.
  • 22. Contact details Marc van den Homberg T +31 88 8667135 Senior business consultant ICT4D M +31 6 51069884 Oude Waalsdorperweg 63, 2597 AK Den Haag E marc.vandenhomberg@tno.nl The Netherlands S marcvandenhomberg