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Related Experiment Video

Updated: Aug 16, 2025

The Collective Trust Game: An Online Group Adaptation of the Trust Game Based on the HoneyComb Paradigm
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Information and Agreement in the Reputation Game Simulation.

Viktoria Kainz1,2, Céline Bœhm3, Sonja Utz4,5

  • 1Max Planck Institute for Astrophysics, Karl-Schwarzschildstraße 1, 85748 Garching, Germany.

Entropy (Basel, Switzerland)
|December 23, 2022
PubMed
Summary
This summary is machine-generated.

This study models online communication dynamics, revealing how fake images boost reputations and hiding opinions benefits information traders. It highlights distinct paths to achieving consensus and becoming well-informed in digital spaces.

Keywords:
agent-based modelingcomputational psychologyinformation theoryreputation dynamicssociophysics

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Area of Science:

  • Computational Social Science
  • Agent-Based Modeling
  • Information Dynamics

Background:

  • Modern communication relies heavily on social media and online platforms.
  • Rapid information flow and data volume can lead to misunderstandings and flawed opinion formation.

Purpose of the Study:

  • To investigate gossip and reputation dynamics in online environments using an agent-based model.
  • To analyze the impact of bounded rationality and theory of mind on information propagation and opinion formation.

Main Methods:

  • An agent-based model simulating 50 agents with Bayesian knowledge updates under bounded rationality.
  • Incorporation of second-order theory of mind effects to simulate social cognition.
  • Analysis of reputation dynamics, information trading, and agreement mechanisms.

Main Results:

  • Observed reputation boosts resulting from the dissemination of fake images.
  • Identified an advantage for agents who conceal their opinions to become effective information traders.
  • Demonstrated distinct mechanisms for achieving high levels of social agreement and individual knowledge acquisition.

Conclusions:

  • The study underscores the complex interplay between information, reputation, and social dynamics in online communication.
  • Findings suggest that strategic information management (e.g., hiding opinions) can be advantageous in digital reputation economies.
  • Emphasizes the importance of considering distributional margins when evaluating bounded quantities like honesty in simulated reputation systems.