Should social media platforms differentiate their content moderation policies for minority communities in the presence of competition?

So Sasaki, Cedric Langbort

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

Social networks are intricate ecosystems comprising diverse communities with distinct laws, customs, and preferences. Social media platforms sometimes set content moderation policies tailored to individual communities but other times impose a uniform policy across multiple communities, leaving smaller communities dissatisfied. In this article, we propose a game-theoretical model that considers platform competition for users with diverse preferences within a complex network. Users allocate their time to platforms, while platforms optimize their moderation policies to maximize user engagement. Our result provides the methodology of optimizing the moderation policies. The aggregated user preference and the user engagement are determined by the community imbalance indicator, which encapsulates the network structure and user affiliations. We conducted simulations for a social network with over 60,000 users across seven country-based communities to identify the aggregated optimal moderation policy and assess the impact of differentiating the policy for minority countries. This research contributes to a deeper understanding of the relationship between moderation policies and platform competition.

Original languageEnglish (US)
Title of host publication2024 IEEE 63rd Conference on Decision and Control, CDC 2024
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages4686-4693
Number of pages8
ISBN (Electronic)9798350316339
DOIs
StatePublished - 2024
Event63rd IEEE Conference on Decision and Control, CDC 2024 - Milan, Italy
Duration: Dec 16 2024Dec 19 2024

Publication series

NameProceedings of the IEEE Conference on Decision and Control
ISSN (Print)0743-1546
ISSN (Electronic)2576-2370

Conference

Conference63rd IEEE Conference on Decision and Control, CDC 2024
Country/TerritoryItaly
CityMilan
Period12/16/2412/19/24

ASJC Scopus subject areas

  • Control and Systems Engineering
  • Modeling and Simulation
  • Control and Optimization

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