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Linked Data for Development:
Managing and sharing knowledge in the
developing part of the world
Victor de Boer
Web and Media group, Computer Science,
The Network Institute , VU University Amsterdam
With significant input from
Christophe Guéret, Stefan Schlobach, Chris van Aart, Anna Bon, Hans
Akkermans, Nana Gyan, Stephane Boyera, Bernie Innocenti, Walter
Bender, Claudia Urrea, Amadou Tangara. Mary Allen,…
About me
Victor de Boer
Assistant professor
Web & Media Group, Network Institute
VU University Amsterdam
Semantic Technologies, Linked Data
Cultural Heritage
Digital History
Linked Data for Development
Almost half the world — over three billion
people — lives on less than $2.50 a day
http://www.globalissues.org/article/26/poverty-facts-and-stats
ICT4D
Information and Communication Technology for Development
• Technology is a development tool
– Education
– Healthcare
– Livelihood
– etc.
• Leveraging communication
independently of physical/geographical
barriers
• Improving transparency, accountability,
efficiency of governments
• Developing nations can leapfrog directly
into the information age, jumping many
phases of immature technologies
Based on Sbc4d.com
But…
Not old computers, but new Computer Science
W4RA and Voice access to information
CAUTION!
DIGITAL DIVIDE AHEAD
Img: Internet World Stats
Digital divide in classrooms
Web Alliance for Regreening in Africa
Washington, 13-15 May 2013 11
W4RA : Information
exchange and
knowledge sharing in
rural Africa
World Wide Web
as Instrument of Empowerment
“Our success will be measured by how well we foster the
creativity of our children. Whether future scientists have
the tools to cure diseases.
Whether people, in developed and developing economies
alike, can distinguish reliable information from propaganda
or commercial chaff.
Whether the next generation will build systems that support
democracy and accountable debate.
I hope that you will join this global effort to advance the
Web to empower people.”
Sir Tim Berners-Lee, inventor of the Web:
Can the Web (be made to) mean something for
knowledge sharing even under very
constraining conditions?
No internet, no computer, no electricity
Multitude of languages, levels of literacy
Information sharing needs
• Agriculture
– Market Prices
– Business opportunities
– Support
– Sharing indigenous
knowledge
– Etc.
• Health
– Prevention
– Access to healthcare
– Detection of disease
outbreak
– etc.
• Education
• Etc.
Based on Sbc4d.com
Web Access: Current State
Based on Sbc4d.com
Mobile phones
Many examples with SMS
Medic.frontlinesms.com
Low-literate users
• One of the grand challenges of ICT4D
• Especially prevalent among the rural poor
• Cf. Accessibility here
– Web design http://www.w3.org/TR/WCAG20/
Quiz
• Literacy in Zimbabwe
A. 0-30%
B. 30-50%
C. 50-70%
D. 70-100%
Quiz
• Literacy in Zimbabwe
A. 0-30%
B. 30-50%
C. 50-70%
D. 70-100% <- 91%
Quiz
• Literacy in Mali
A. 0-30%
B. 30-50%
C. 50-70%
D. 70-100%
Quiz
• Literacy in Mali
A. 0-30% <- 27.7% (20% among women)
B. 30-50%
C. 50-70%
D. 70-100%
Varies greatly in continent
Data.worldbank.com
Icon-based interfaces
• Example: Indrani Medhi
– Correlation between ease of using hierarchical menu’s
(even without text) and literacy
Interaction design for low-
literacy communities
Feature phones
Icon-based interaction
All phones: Voice-based user
interfaces
• Not exclusive to ICT4D (cf Siri, In-car systems)
• Very suitable for oral cultures
Voice menus for interactive
information access
• Integrate local community radios and mobile
ICT for knowledge sharing
• Better support and integrate local languages in
voice-based services
– Development of appropriate speech
elements (text-to-speech and Speech
recognition)
• Investigate self-sustainability
– Develop appropriate business models
– In collaboration with local communities.
•No. 1 source of information
•Interactive radio programs
•Huge listening base
Radio
‘Small Languages’
• Large language populations: English, Spanish, German,
Chinese, Portuguese, Dutch…
– Large number of textual corpora available, great economic
value to localization
• Small languages: Frisian, Bambara (3M speakers),
– Small number of textual corpora available, some economic
value to localization
• Very small languages: Bomu (30K speakers)
– No textual corpora available, very low economic value to
localization
(adapted) Living Labs
• Involvement of local communities
– Trust and ownership
– Co-creation
• Bottom-up: field visits,
workshops, demos, roadshows,
etc
• Local communities: innovation co-
creation, “Living Labs” socio-
technical approach
– Use case gathering
– Observation and prototyping
– Test, adapt
From 20 use cases to 3 voice systems
Market Information
Citizen Journalism
Event Organiser
1 m-Milk ordering and delivery service of Tominian Milk producers and NGO
2 m-Tree protection alert service Sahel Eco Farmers and NGO
3 mobile-web Event organizer for vaccination of herds Farmers
4 m-Farmer-expert directory service Farmer organization
5 NGO info-line about legal issues in several languages Sahel Eco
6 Leave announcement or select your favourite song Radio
7 Shea butter and honey trading service Radio and Sahel Eco
8 Access radio programs and announcements on your phone Radio
9 Gourcy seed producers seed certification service Farmer organization
10 Radio questions and answers about agricultural issues Radio
11 m-collective purchase organizing service Local buyers
12 m-GIS regreening service Sahel Eco
13 m-Farmer social network Sahel Eco
14 mobile-web regional market system Farmer organization
15 Sahel Eco portal to Regreening and access to m-services Sahel Eco
16 m-event organizer for re-greening events Sahel Eco, farmers
M-agro Use Case
Context: Regreening in Africa
Local market data
Communiqué
GSM/Voice interface
Web Interface Text-To-Speech
Community radioSahel Eco operative
Buyers
“Slot and Filler” Text-to-Speech
English:
Bambara:
15 liters of offered by Zakari Diarra
15_ba.wav L_ba.wav Of_ba.wav
Spoken Language
Elements Repository
honey
Voice Interface design for
low-(computer) literate users
•Design guidelines (Deepak Chhettri)
•Evaluation experiment (Onur Akgun and Serdar Parlak)
•Access to DBpedia / Wikipedia (Rianne Nieland)
Deployment
Mobileusers
VOICES User Content
VOICES Platform & Toolbox
Telecom
Access
Radio
Program
Output
Web
Access
Mobile
Training Lab
Local ICT developers
Speech
Tools
Local end-users
Sustainable
business models
Mobile
access
PRODUCTS
Linked Data for Development
Web of Documents (WWW)
Linked Documents
Web of Data
Linked Data
Why the Semantic Web?
• Information (from NGOs) in silos
– Specific products
– Specific communities
• Lot of knowledge is lost due to lack of publication
 Sharing (heterogeneous) knowledge is essential
• LD is well-suited because of:
– Language-agnostic
– Interface-agnostic
– De-centralised authoring
• Slicing
– Re-usability
• Local
• Global
Img: flickr/elcovs
Sem.tech/Linked Data should be made
1. usable on small, affordable,
hardware deployed in various
connectivity contexts;
2. accessible to individuals with
varied cultural backgrounds /
literacy levels;
3. relevant and directly useful to
the target public they aim to
empower.
Infrastructure
Interface Relevancy
Re-use: EcoMash
Henk Kroon
Low-powered hardware
One Laptop Per Child (OLPC)
mission and vision
• Develop (and deploy) a low-cost laptop
in order to revolutionize how we
educate the world's children
• What motivates learning is not carrots
or sticks, but rather:
– autonomy,
– mastery, and
– a sense of purpose.
• A laptop makes learning more flexible:
Children learn by teaching and actively
helping each other; the teacher is free
to focus expertise where it is needed
How is learning with the XO different?
OLPC
Computer for learning
Student-centric
Teacher as mentor
Voice, text
Learning to learn
Critical thinking
Efficient Knowledge sharing with
SemanticXO and ERS
Mesh VS Infrastructure network
Infrastructure: Low-powered hardware
and Mesh networking
ENTITY REGISTRY SYSTEM (ERS)
• Fully decentralised Linked Data publication platform
• Works under any kind of connectivity context
• Tracks back individual edits back to their authors
• Simple and versatile
• Open Source https://github.com/ers-devs
• Low resource demanding
... and open for contributions so don't
hesitate to fork it!
Christophe Gueret
Hybrid solution
http://www.firstmilesolutions.com/documents/DakNet_IEEE_Computer.pdf
Sneakernet
Throughput
Latency
“Never underestimate the bandwidth of a station wagon full
of tapes hurtling down the highway.”
—Andrew Tanenbaum
Linked Open Data for Development
International Aid Transparancy Initiative
“IATI is a voluntary, multi-stakeholder initiative that seeks
to improve the transparency of aid in order to increase
its effectiveness in tackling poverty.”
As of 2013, over 150 donors, NGOs and governments
have registered to the IATIregistry.org by publishing
their aid activities in this XML standard.
Now: 180+
Linking datasets
http://iati2lod.appspot.com/
4. How does violent conflict in recipient countries affect aid activities?
5. How does aid spending as registered in the IATI standard compare to World
Bank indicators?
LinkedIDS
Links to DBPedia
IDS: document 0001 Theme:”Food Security”
DBPedia:”Food Security”
Analysis of approaches to
understanding and addressing food
security issues; examination of the
structural causes of food insecurity
and different policy responses
Theme:” Food aid emergencies ”
Person:”David Pimentel”
Organisation:”FAO”
“Voedselzekerheid”@NL
Links to IATI
IDS: document 0003 Theme 'Higher education’
IATI Sector:”Higher Education”
Theme Education
Organisation : UN Habitat
Activity: Multi donor fund to support civil
society in democracy related issues
Degree and diploma
programmes at
universities, colleges and
polytechnics;
scholarships.
Pieter Nicolai (BSc)
Towards Development Informatics
www.worldwidesemanticweb.org
Rapid-prototyping
knowledge sharing platform
(aka “The Box”)
ICT4D Course @
•MSc Computer Science course
–this year 3rd time
–Core Computer Science: CS4D
•Make students aware of
importance of context
•Hands-on experience
•Train CS researchers in ICT4D
With the mainstream
Dev. countries can leapfrog directly into the
information age,
jumping many phases of immature technologies
Img: flickr/n3v3rv0id
Linked Data is mainstream computer science research.
Test hypotheses in domains/environments
“The goal is to bring together top Computer Scientists who are
willing to integrate development specific problems into their
own respective research. Those experts will face common
challenges: technologically, as well as legally, ethically,
sociologically and politically, challenges that could be
addressed more coherently in what we might call:
Development Informatics.”
• Applied science in multidisciplinary domain
• LD4D: Linked Data and Semantic web technologies
• HCI4D: voice interfaces, icon-based communication
• DS4D: distributed systems for low-connected environments
• Socio-technical system
• Cultural, physical context plays important role in types of solutions, but also
Software engineering issues
Stefan Schlobach
http://www.voices.eu
http://w4ra.org
http://worldwidesemanticweb.org
v.de.boer@vu.nl
victordeboer.com
Questions?

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Madrid Workshop Linked Data for Development (LD4D)

  • 1. Linked Data for Development: Managing and sharing knowledge in the developing part of the world Victor de Boer Web and Media group, Computer Science, The Network Institute , VU University Amsterdam With significant input from Christophe Guéret, Stefan Schlobach, Chris van Aart, Anna Bon, Hans Akkermans, Nana Gyan, Stephane Boyera, Bernie Innocenti, Walter Bender, Claudia Urrea, Amadou Tangara. Mary Allen,…
  • 2. About me Victor de Boer Assistant professor Web & Media Group, Network Institute VU University Amsterdam Semantic Technologies, Linked Data Cultural Heritage Digital History Linked Data for Development
  • 3. Almost half the world — over three billion people — lives on less than $2.50 a day http://www.globalissues.org/article/26/poverty-facts-and-stats
  • 4. ICT4D Information and Communication Technology for Development • Technology is a development tool – Education – Healthcare – Livelihood – etc. • Leveraging communication independently of physical/geographical barriers • Improving transparency, accountability, efficiency of governments • Developing nations can leapfrog directly into the information age, jumping many phases of immature technologies Based on Sbc4d.com
  • 5.
  • 6. But… Not old computers, but new Computer Science
  • 7. W4RA and Voice access to information
  • 8.
  • 9. CAUTION! DIGITAL DIVIDE AHEAD Img: Internet World Stats
  • 10. Digital divide in classrooms
  • 11. Web Alliance for Regreening in Africa Washington, 13-15 May 2013 11 W4RA : Information exchange and knowledge sharing in rural Africa
  • 12. World Wide Web as Instrument of Empowerment “Our success will be measured by how well we foster the creativity of our children. Whether future scientists have the tools to cure diseases. Whether people, in developed and developing economies alike, can distinguish reliable information from propaganda or commercial chaff. Whether the next generation will build systems that support democracy and accountable debate. I hope that you will join this global effort to advance the Web to empower people.” Sir Tim Berners-Lee, inventor of the Web:
  • 13. Can the Web (be made to) mean something for knowledge sharing even under very constraining conditions? No internet, no computer, no electricity Multitude of languages, levels of literacy
  • 14. Information sharing needs • Agriculture – Market Prices – Business opportunities – Support – Sharing indigenous knowledge – Etc. • Health – Prevention – Access to healthcare – Detection of disease outbreak – etc. • Education • Etc. Based on Sbc4d.com
  • 15. Web Access: Current State Based on Sbc4d.com
  • 17. Many examples with SMS Medic.frontlinesms.com
  • 18. Low-literate users • One of the grand challenges of ICT4D • Especially prevalent among the rural poor • Cf. Accessibility here – Web design http://www.w3.org/TR/WCAG20/
  • 19. Quiz • Literacy in Zimbabwe A. 0-30% B. 30-50% C. 50-70% D. 70-100%
  • 20. Quiz • Literacy in Zimbabwe A. 0-30% B. 30-50% C. 50-70% D. 70-100% <- 91%
  • 21. Quiz • Literacy in Mali A. 0-30% B. 30-50% C. 50-70% D. 70-100%
  • 22. Quiz • Literacy in Mali A. 0-30% <- 27.7% (20% among women) B. 30-50% C. 50-70% D. 70-100%
  • 23. Varies greatly in continent Data.worldbank.com
  • 24. Icon-based interfaces • Example: Indrani Medhi – Correlation between ease of using hierarchical menu’s (even without text) and literacy
  • 25. Interaction design for low- literacy communities
  • 28. All phones: Voice-based user interfaces • Not exclusive to ICT4D (cf Siri, In-car systems) • Very suitable for oral cultures
  • 29. Voice menus for interactive information access
  • 30. • Integrate local community radios and mobile ICT for knowledge sharing • Better support and integrate local languages in voice-based services – Development of appropriate speech elements (text-to-speech and Speech recognition) • Investigate self-sustainability – Develop appropriate business models – In collaboration with local communities.
  • 31. •No. 1 source of information •Interactive radio programs •Huge listening base Radio
  • 32. ‘Small Languages’ • Large language populations: English, Spanish, German, Chinese, Portuguese, Dutch… – Large number of textual corpora available, great economic value to localization • Small languages: Frisian, Bambara (3M speakers), – Small number of textual corpora available, some economic value to localization • Very small languages: Bomu (30K speakers) – No textual corpora available, very low economic value to localization
  • 33. (adapted) Living Labs • Involvement of local communities – Trust and ownership – Co-creation • Bottom-up: field visits, workshops, demos, roadshows, etc • Local communities: innovation co- creation, “Living Labs” socio- technical approach – Use case gathering – Observation and prototyping – Test, adapt
  • 34. From 20 use cases to 3 voice systems Market Information Citizen Journalism Event Organiser 1 m-Milk ordering and delivery service of Tominian Milk producers and NGO 2 m-Tree protection alert service Sahel Eco Farmers and NGO 3 mobile-web Event organizer for vaccination of herds Farmers 4 m-Farmer-expert directory service Farmer organization 5 NGO info-line about legal issues in several languages Sahel Eco 6 Leave announcement or select your favourite song Radio 7 Shea butter and honey trading service Radio and Sahel Eco 8 Access radio programs and announcements on your phone Radio 9 Gourcy seed producers seed certification service Farmer organization 10 Radio questions and answers about agricultural issues Radio 11 m-collective purchase organizing service Local buyers 12 m-GIS regreening service Sahel Eco 13 m-Farmer social network Sahel Eco 14 mobile-web regional market system Farmer organization 15 Sahel Eco portal to Regreening and access to m-services Sahel Eco 16 m-event organizer for re-greening events Sahel Eco, farmers
  • 35. M-agro Use Case Context: Regreening in Africa
  • 36. Local market data Communiqué GSM/Voice interface Web Interface Text-To-Speech Community radioSahel Eco operative Buyers
  • 37. “Slot and Filler” Text-to-Speech English: Bambara: 15 liters of offered by Zakari Diarra 15_ba.wav L_ba.wav Of_ba.wav Spoken Language Elements Repository honey
  • 38. Voice Interface design for low-(computer) literate users •Design guidelines (Deepak Chhettri) •Evaluation experiment (Onur Akgun and Serdar Parlak) •Access to DBpedia / Wikipedia (Rianne Nieland)
  • 40. Mobileusers VOICES User Content VOICES Platform & Toolbox Telecom Access Radio Program Output Web Access Mobile Training Lab Local ICT developers Speech Tools Local end-users Sustainable business models Mobile access PRODUCTS
  • 41.
  • 42. Linked Data for Development
  • 43. Web of Documents (WWW) Linked Documents
  • 45. Why the Semantic Web? • Information (from NGOs) in silos – Specific products – Specific communities • Lot of knowledge is lost due to lack of publication  Sharing (heterogeneous) knowledge is essential • LD is well-suited because of: – Language-agnostic – Interface-agnostic – De-centralised authoring • Slicing – Re-usability • Local • Global Img: flickr/elcovs
  • 46. Sem.tech/Linked Data should be made 1. usable on small, affordable, hardware deployed in various connectivity contexts; 2. accessible to individuals with varied cultural backgrounds / literacy levels; 3. relevant and directly useful to the target public they aim to empower. Infrastructure Interface Relevancy
  • 47.
  • 49.
  • 51. One Laptop Per Child (OLPC) mission and vision • Develop (and deploy) a low-cost laptop in order to revolutionize how we educate the world's children • What motivates learning is not carrots or sticks, but rather: – autonomy, – mastery, and – a sense of purpose. • A laptop makes learning more flexible: Children learn by teaching and actively helping each other; the teacher is free to focus expertise where it is needed
  • 52. How is learning with the XO different? OLPC Computer for learning Student-centric Teacher as mentor Voice, text Learning to learn Critical thinking
  • 53. Efficient Knowledge sharing with SemanticXO and ERS
  • 55. Infrastructure: Low-powered hardware and Mesh networking ENTITY REGISTRY SYSTEM (ERS) • Fully decentralised Linked Data publication platform • Works under any kind of connectivity context • Tracks back individual edits back to their authors • Simple and versatile • Open Source https://github.com/ers-devs • Low resource demanding ... and open for contributions so don't hesitate to fork it! Christophe Gueret
  • 57. Sneakernet Throughput Latency “Never underestimate the bandwidth of a station wagon full of tapes hurtling down the highway.” —Andrew Tanenbaum
  • 58. Linked Open Data for Development
  • 59. International Aid Transparancy Initiative “IATI is a voluntary, multi-stakeholder initiative that seeks to improve the transparency of aid in order to increase its effectiveness in tackling poverty.” As of 2013, over 150 donors, NGOs and governments have registered to the IATIregistry.org by publishing their aid activities in this XML standard. Now: 180+
  • 61. http://iati2lod.appspot.com/ 4. How does violent conflict in recipient countries affect aid activities? 5. How does aid spending as registered in the IATI standard compare to World Bank indicators?
  • 62.
  • 64. Links to DBPedia IDS: document 0001 Theme:”Food Security” DBPedia:”Food Security” Analysis of approaches to understanding and addressing food security issues; examination of the structural causes of food insecurity and different policy responses Theme:” Food aid emergencies ” Person:”David Pimentel” Organisation:”FAO” “Voedselzekerheid”@NL
  • 65. Links to IATI IDS: document 0003 Theme 'Higher education’ IATI Sector:”Higher Education” Theme Education Organisation : UN Habitat Activity: Multi donor fund to support civil society in democracy related issues Degree and diploma programmes at universities, colleges and polytechnics; scholarships.
  • 68.
  • 71. ICT4D Course @ •MSc Computer Science course –this year 3rd time –Core Computer Science: CS4D •Make students aware of importance of context •Hands-on experience •Train CS researchers in ICT4D
  • 72. With the mainstream Dev. countries can leapfrog directly into the information age, jumping many phases of immature technologies Img: flickr/n3v3rv0id Linked Data is mainstream computer science research. Test hypotheses in domains/environments
  • 73. “The goal is to bring together top Computer Scientists who are willing to integrate development specific problems into their own respective research. Those experts will face common challenges: technologically, as well as legally, ethically, sociologically and politically, challenges that could be addressed more coherently in what we might call: Development Informatics.” • Applied science in multidisciplinary domain • LD4D: Linked Data and Semantic web technologies • HCI4D: voice interfaces, icon-based communication • DS4D: distributed systems for low-connected environments • Socio-technical system • Cultural, physical context plays important role in types of solutions, but also Software engineering issues Stefan Schlobach

Editor's Notes

  1. - More affiiations and who I am Choice point Martin Murillo
  2. We all love the web and all of us appreciate the influence it had on our social, political and economic lives. This Empowerment through the sharing of knowledge of businesses, people and societies is reflected in the rapid growth of the Internet and the World Wide Web 4.5 Billion people are now unconnected to the web.
  3. Spice this up Relate this to w4ra
  4. Too many pics Knowledge sharing. Information exchange
  5. Information sharing needs Arrange icons properly Actually built and running
  6. s
  7. As of February 2012, 31 market offerings are in the triple store. These market offerings have been done by 15 different farmers, living in 13 different villages spread across 6 regional “zones”.
  8. Multi-stakeholder # IATI history # Gathered by IATI registry # XML
  9. IATI was on the Web of Data, but no longer. However… they do have an API, so….