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The Emergence of Shared Norms in Decentralized Networks: A Social Computing Model of Lexical Coordination

  • Fengrui Liu
  • , Ruiyang Huang
  • , Jianan Zhang
  • , Ruohan Jiang
  • , Qingyang Li
  • , Min Zhang*
  • *Corresponding author for this work
  • East China Normal University
  • Southeast University, Nanjing
  • Peking University
  • Tongji University
  • Xi'an Jiaotong University

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

The formation of shared norms, such as common terminologies or hashtags, is fundamental to collective action in online communities and decentralized systems. However, how these conventions emerge remains a complex interplay between the economic rationality of individual agents and the structural properties of their underlying social network. This paper proposes a game-theoretic multi-agent model, the ’Semantic Coordination Game,’ to investigate this process. We simulate agents negotiating a shared lexicon under communication cost constraints across three canonical network topologies: Erdős-Rényi (random), Barabási-Albert (scale-free), and Watts-Strogatz (small-world). Our simulations reveal a fundamental trade-off between communication efficiency and the expressive power of the emergent lexicon. More critically, we demonstrate that network structure dictates the distribution of norm-setting power; scale-free networks significantly amplify influence concentration, allowing a few central agents to act as de facto ’standard setters.’ This work provides a formal model that bridges semantic negotiation with computational social science, offering insights into how social structure shapes the emergence of collective understanding.

Original languageEnglish
Title of host publicationSocial Computing - 6th International Conference, ICSC 2025, Revised Selected Papers
EditorsYang Chen, Charles Rahal, Xiaoming Fu, Jar-Der Luo, James Evans, Xiu-Xiu Zhan
PublisherSpringer Science and Business Media Deutschland GmbH
Pages28-39
Number of pages12
ISBN (Print)9789819598762
DOIs
StatePublished - 2027
Event6th International Conference on SocialComputing, ICSC 2025 - Shanghai, China
Duration: 12 Dec 202513 Dec 2025

Publication series

NameCommunications in Computer and Information Science
Volume2909 CCIS
ISSN (Print)1865-0929
ISSN (Electronic)1865-0937

Conference

Conference6th International Conference on SocialComputing, ICSC 2025
Country/TerritoryChina
CityShanghai
Period12/12/2513/12/25

Keywords

  • Game Theory
  • Influence Concentration
  • Multi-Agent Systems
  • Network Topology
  • Norm Emergence
  • Social Computing

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