Points of Knowledge
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Transcript of Points of Knowledge
Points of Knowledge (PoK)
Dmitry [email protected]
Team Introduction
Johannes S. Kiess
Hanif Anilmohamed
Rahemtulla
Kaushal Jhalla
Qiyang Xu
Dmitry Zaviralov
Presentation is about
• Problem statement• Related statistic• Solution we have created • Description of the PoK project
• Assumptions • Logic • Structure • Elements involved• Incentives• Future
• Challenges
Problem statement• It is a simple reality that most developing
countries do not have basic local data about where schools or hospitals are located.
Analysis of Kenya datasetsPrimary School Health Facility
Total number 31229 8232
For validation 31160 4867
Data Collector Department of Education
National Bureau of Statistic
Year 2007 unknown
What do you think?
• How many locations of Health facilities of official Kenya dataset exactly match satellite images?
21.6 %
• How many locations of Primary Schools of official Kenya dataset exactly match satellite images?
22.2 %
%
%
StatisticKenya Health Facilities Example(Total: 8232, For validation: 4867, Actual valid: 4644)
Assumption of solution• We could use wisdom of crowd to correct
existing datasets.
Points of Knowledge tool• The basic idea is to incentivize users to verify
data points on based on satellite images and if wrong, move them to another place.
Logic of PoK
• If multiple users move the same point to an approximately same new location the tool calculates a new consensus location.
Structure
User interface
Basic functionality
Arbitrator interface
Basic functionality
Moderation functions
Dashboard
Basic functionality
y
Dashboard functionality
Admin interface
Basic functionality
y
Dashboard functionality
Moderation functions
Database
Admin functions
Log in
Editing functions
Elements involved
IncentivesUsing elements of Gamification:– Honor Board with highlighted contributors:• Last registered• Most active• Best contributor……
– Measure global progress over time– Clear goals, possible to achieve
Future of the tool
• Support of polylines and polygons• Multi-language interface• Allow picture-uploading• GPS position collection using mobile device• Community built on Points of Knowledge• Users communications
Challenge 1
• What is the best country to deploy this tool?
• Could we create a tool to search publicly available authoritative datasets?
Challenge 2
• What data exist and what is an accuracy of this data?
• Could we create a tool/methodology for automatic evaluation of available datasets locally and around the world?
Conclusion
• The PoK tool was created to solve a problem of a lack of basic data on social infrastructure.
Questions to you: • Could we create a tool to search publicly
available authoritative datasets? • Could we create a tool/methodology for
automatic evaluation of available datasets locally and around the world?
EXTRA SLIDES(could be used for Q&A section)
Structure of PoK Lite
Welcome page
Basic functionality
Log in / Registration
Main page
Basic functionality
y
Editing functions
Admin page
Basic functionality
y
Admin functions
Stage
Moving a point
Kenya analysis input
• Location Datasets Kenya Primary School 2007 Health Facilities Kenya
Both available on Kenya Open Data site (opendata.go.ke, 2012)
• Geospatial Information Datasets Global Administrative Unit Layers (GAUL) DigitalGlobe Global Basemap Google Earth
Kenya analysis Assumptions
This analysis BroaderConclusion
Buildings in satellite imageFacilities
Function of the building Facility
PoK interface – Search