03.05.2023 Views

Senior Design Expo 2023

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Computer Science<br />

Open Source Economics – Building Trust and Effective Resource Allocation at Scale<br />

Iman Anwarzai<br />

Advisor: Eugene Wu<br />

Climate change threatens farmers’ livelihoods. Index insurance uses satellite and sensor data to<br />

decide whether to pay a farmer after drought. We identify several problems that arise with index<br />

insurance and top-down policy generally centered around a lack of trust and a lack of data. We<br />

can view solving lack of trust and lack of data as a modeling problem where community<br />

members set parameters for a policy. We propose a system called Decision Engine for<br />

Socioeconomic Disaster Risk (DESDR) to allow for community contribution to model<br />

parameters improving model effectiveness and trustworthiness. An initial DESDR deployment in<br />

Ethiopia is allowing community interaction and improved feedback for model tuning.<br />

Keywords: Interactive Data Visualization and Transformation, Machine Learning, Web<br />

Development<br />

21

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