Ian Turton wrote:
The problems of cloud sourcing and geocoding information about Flu outbreaks are hardly new - My student Andrew Murdoch gave a talk at FOSS4G in Victoria (2007?) about it and we have presented else where too - see http://mapcontext.com/autocarto/web/documents/AutoCarto2008/Turton.pdf for our latest paper.

One of the problems with the latest attempts is the use of twitter where you get even less context to work with than the blog entries we used.

I can completely picture a John Snow Cholera map that shows 15 reports in houses around a pump due to poorl geocoding/book-keeping - where the reality was a single incident, but falsely pointing to a clean pump.

This issue was a concern when we were working on TwitterVoteReport - it would be too easy to have an issue appear blown out of proportion by the crowd shouting louder (and therefore implying a more numerous problem) than reality. This has been show more recently in the Mumbai attacks regarding the retweeting that the gov't had asked people to stop twittering, when it actually hadn't.

With VoteReport, we added a "Sweeper" interface. If you can crowd-source the data gathering, then why can't you crowd-source the data curation? Volunteers logged in and could "Approve", "Deny", or "Modify" (add attribute data, wait times, correct the geocoded location) of any report.

The current work is on expanding out this platform in a concept coined by Chris Blow (Meedan & Ushahidi volunteer) and Kaushul Jhalla called "SwiftRiver" - http://swiftapp.org/ - There are increasingly large and fast flows of information from trusted and public sources: articles, twitters, photos, blog posts, SMS, et al. - they may be invalid, or 10 reports about a single incident, or be missing valuable attribute information. The result are annotated, validated (or questionable) stream of valuable information.

Erik Hersman has a good post about it here: http://blog.ushahidi.com/index.php/2009/02/04/crisis-info-crowdsourcing-the-filter/ (and video here: http://blog.ushahidi.com/index.php/2009/04/09/explaining-swift-river/)

Swift is in fact just repurposing the original VoteReport platform and being integrated into the VoteReport.in (India) instance running Ushahidi. The project is open-source (http://github.com/ajturner/swiftriver/tree/master)

Anyways, don't discount the crowd - just situate one group against the other :)

Andrew


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