Network effects in a bounded confidence model

Studies in History and Philosophy of Science Part A 94 (C):56-71 (2022)
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Abstract

The bounded confidence model has become a popular tool for studying communities of epistemically interacting agents. The model makes the idealizing assumption that all agents always have access to all other agents’ belief states. We draw on resources from network epistemology to do away with this assumption. In the model to be proposed, we impose an explicit communication network on a community, due to which each agent has access to the beliefs of only a selection of other agents. A much-discussed result from network epistemology shows that densely connected communication networks are not always preferable to sparser networks. The aim of this paper is to investigate whether there are any noteworthy network effects in a version of the bounded confidence model augmented with communication networks, and in particular whether the aforementioned result from network epistemology can be replicated in that version.

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Author Profiles

Rainer Hegselmann
Universität Bayreuth
Igor Douven
Centre National de la Recherche Scientifique

Citations of this work

Agent‐based models of scientific interaction.Dunja Šešelja - 2022 - Philosophy Compass 17 (7):e12855.
Pandemics and flexible lockdowns: In praise of agent-based modeling.Igor Douven - 2023 - European Journal for Philosophy of Science 13 (3):1-27.

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References found in this work

Scientific polarization.Cailin O’Connor & James Owen Weatherall - 2017 - European Journal for Philosophy of Science 8 (3):855-875.
Robustness and Idealizations in Agent-Based Models of Scientific Interaction.Daniel Frey & Dunja Šešelja - 2019 - British Journal for the Philosophy of Science 71 (4):1411-1437.

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