Evolution of cooperation in meta-rewards games on networks of WS and BA models

Yuki Hirahara, Fujio Toriumi, Toshiharu Sugawara

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

6 Citations (Scopus)

Abstract

We investigated the required conditions in which cooperation is dominant in social media using the model of a meta-rewards game, which is a dual part of Axelrod's metanorms game. Social media such as Twitter and Facebook have rapidly been growing in recent years. However, we do not know whether or not the currently popular social media will remain in the future. A number of studies have been conducted to try to understand the conditions or mechanisms that create and keep social media thriving using a public goods game and/or meta-rewards games, in which situations where many users post articles and respond to them as reactions in social media correspond to situations where cooperation is dominant in these games. However, they assume that agent networks in social media are complete graphs that are known to be dissimilar to actual social networks. We examined the conditions required to keep agent networks thriving based on Watts and Strogatz (WS) and Barabasi-Albert (BA) models, which are more similar to actual social networks. We experimentally found similarities and differences in the conditions for cooperation-dominant situations between networks based on complete graphs and those based on WS and BA models. Our results indicated that it was easier to maintain cooperation-dominant situations in BA-model networks than in other networks.

Original languageEnglish
Title of host publicationProceedings - 2013 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology - Workshops, WI-IATW 2013
Pages126-130
Number of pages5
DOIs
Publication statusPublished - 2013 Dec 1
Event2013 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology Workshops, WI-IATW 2013 - Atlanta, GA, United States
Duration: 2013 Nov 172013 Nov 20

Publication series

NameProceedings - 2013 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology - Workshops, WI-IATW 2013
Volume3

Conference

Conference2013 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology Workshops, WI-IATW 2013
CountryUnited States
CityAtlanta, GA
Period13/11/1713/11/20

Keywords

  • Agent-based simulation
  • Complex network
  • Metanorms game
  • Prisoners' dilemma
  • Social media

ASJC Scopus subject areas

  • Artificial Intelligence

Cite this

Hirahara, Y., Toriumi, F., & Sugawara, T. (2013). Evolution of cooperation in meta-rewards games on networks of WS and BA models. In Proceedings - 2013 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology - Workshops, WI-IATW 2013 (pp. 126-130). [6690710] (Proceedings - 2013 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology - Workshops, WI-IATW 2013; Vol. 3). https://doi.org/10.1109/WI-IAT.2013.165