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Social and Behavioral Sciences Commons

Open Access. Powered by Scholars. Published by Universities.®

Master's Theses

2018

California Polytechnic State University, San Luis Obispo

Physical Sciences and Mathematics

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Full-Text Articles in Social and Behavioral Sciences

Improving Swarm Performance By Applying Machine Learning To A New Dynamic Survey, John Taylor Jackson May 2018

Improving Swarm Performance By Applying Machine Learning To A New Dynamic Survey, John Taylor Jackson

Master's Theses

A company, Unanimous AI, has created a software platform that allows individuals to come together as a group or a human swarm to make decisions. These human swarms amplify the decision-making capabilities of both the individuals and the group. One way Unanimous AI increases the swarm’s collective decision-making capabilities is by limiting the swarm to more informed individuals on the given topic. The previous way Unanimous AI selected users to enter the swarm was improved upon by a new methodology that is detailed in this study. This new methodology implements a new type of survey that collects data that is …