Enhancing group social perceptiveness through a swarm-based decision-making platform

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Abstract

Swarm Intelligence is natural phenomenon that enables social animals to make group decisions in real-time systems. This process has been deeply studied in fish schools, bird flocks, and bee swarms, where collective intelligence has been observed to emerge. The present paper describes swarm.ai-a collaborative technology that enables swarms of humans to collectively converge upon a decision as a real-time system. Then we present the results of a study investigating if groups working as “human swarms” can amplify their social perceptiveness, a key predictor of collective intelligence. Results showed that groups reduced their social perceptiveness errors by more than half when operating as a swarm. A statistical analysis revealed with 99.9% confidence that groups working as swarms had significantly higher social perceptiveness than either individuals working alone or through plurality vote.

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Askay, D. A., Metcalf, L., Rosenberg, L., & Willcox, G. (2019). Enhancing group social perceptiveness through a swarm-based decision-making platform. In Proceedings of the Annual Hawaii International Conference on System Sciences (Vol. 2019-January, pp. 492–501). IEEE Computer Society. https://doi.org/10.24251/hicss.2019.061

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