Social Dynamics of Science
Xiaoling Sun, Jasleen Kaur, Sta\v{s}a Milojevi\'c, Alessandro, Flammini, Filippo Menczer

TL;DR
This paper introduces an agent-based social dynamics model to explain how scientific disciplines emerge and evolve, emphasizing the influence of social interactions among scientists over other factors.
Contribution
It presents a novel social dynamics model that quantitatively captures the emergence and decline of scientific disciplines driven mainly by social interactions.
Findings
Model reproduces stylized facts about disciplines, authors, and publications.
Supports the importance of social interactions in shaping scientific evolution.
Provides a baseline to compare the effects of exogenous scientific events.
Abstract
The birth and decline of disciplines are critical to science and society. However, no quantitative model to date allows us to validate competing theories of whether the emergence of scientific disciplines drives or follows the formation of social communities of scholars. Here we propose an agent-based model based on a \emph{social dynamics of science,} in which the evolution of disciplines is guided mainly by the social interactions among scientists. We find that such a social theory can account for a number of stylized facts about the relationships between disciplines, authors, and publications. These results provide strong quantitative support for the key role of social interactions in shaping the dynamics of science. A "science of science" must gauge the role of exogenous events, such as scientific discoveries and technological advances, against this purely social baseline.
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