13. Empowering vulnerable populations with information Relevance : Geographic, demographic, timeliness Dialogue : Keep a 2-way channel open
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15. Home page for EIS Haiti ~100.000 items as of 28 February 2010 12 feed sources ~25,000 subscribers Sending ~80,000+ messages a day
16. Power of Algorithms Suggest from learnt behaviors Accelerate sifting through data Feature Extraction, Classification, Clustering Wisdom of the Crowds Large base of data & work Hyperlocal knowledge Strength in numbers Instinct of the Experts Cross-sector contributions of specialized knowledge, Curation of a ‘live news’ Prioritize Teach Teach Suggest Prioritize Annotate Ground-truth Crowds + Experts + Algorithms