mlsanityData to 7 Oct 2026

A Geometric Model of Opinion Polarization

arXiv 1910.05274 ↗First posted 11 Oct 2019cs.SI econ.THcited by 7

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Abstract (arXiv)

We introduce a simple, geometric model of opinion polarization. It is a model of political persuasion, as well as marketing and advertising, utilizing social values. It focuses on the interplay between different topics and persuasion efforts. We demonstrate that societal opinion polarization often arises as an unintended byproduct of influencers attempting to promote a product or idea. We discuss a number of mechanisms for the emergence of polarization involving one or more influencers, sending messages strategically, heuristically, or randomly. We also examine some computational aspects of choosing the most effective means of influencing agents, and the effects of those strategic considerations on polarization.

Key facts. Cited by 7 papers in the map (data through 7 Oct 2026). First posted on arXiv 11 Oct 2019.

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Citing papers per year: 2022: 2; 2023: 2; 2024: 2; 2025: 1.

7 papers.