Generalized Discrete Preference Games

Auletta, Vincenzo; Caragiannis, Ioannis; Ferraioli, Diodato; Galdi, Clemente; Persiano, Giuseppe

Generalized Discrete Preference Games

Vincenzo Auletta, Ioannis Caragiannis, Diodato Ferraioli, Clemente Galdi, Giuseppe Persiano

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Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence. Pages 53-58.

Abstract

Recently, much attention has been devoted to discrete preference games to model the formation of opinions in social networks. More specifically, these games model the agents' strategic decision of expressing publicly an opinion, which is a result of an interplay between the agent's private belief and the social pressure. However, these games have very limited expressive power; they can model only very simple social relations and they assume that all the agents respond to social pressure in the same way. In this paper, we define and study the novel class of generalized discrete preference games. These games have additional characteristics that can model social relations to allies or competitors and complex relations among more than two agents. Moreover, they introduce different levels of strength for each relation, and they personalize the dependence of each agent to her neighborhood.

Vincenzo Auletta, Ioannis Caragiannis, Diodato Ferraioli, Clemente Galdi, and Giuseppe Persiano. 2016. Generalized Discrete Preference Games. In Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, IJCAI-16. IJCAI, 53–58. https://ijcai.org/proceedings/2016/15

@inproceedings{ijcai2016p15,
  title     = {Generalized Discrete Preference Games},
  author    = {Auletta, Vincenzo and Caragiannis, Ioannis and Ferraioli, Diodato and Galdi, Clemente and Persiano, Giuseppe},
  booktitle = {Proceedings of the Twenty-Fifth International Joint Conference on
               Artificial Intelligence, {IJCAI-16}},
  publisher = {AAAI Press / International Joint Conferences on Artificial Intelligence},
  editor    = {Subbarao Kambhampati},
  pages     = {53--58},
  year      = {2016},
  month     = {7},
  url       = {https://ijcai.org/proceedings/2016/15},
}

TY  - CPAPER
TI  - Generalized Discrete Preference Games
AU  - Auletta, Vincenzo
AU  - Caragiannis, Ioannis
AU  - Ferraioli, Diodato
AU  - Galdi, Clemente
AU  - Persiano, Giuseppe
T2  - Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, IJCAI-16
PB  - AAAI Press / International Joint Conferences on Artificial Intelligence
PY  - 2016
SP  - 53
EP  - 58
UR  - https://ijcai.org/proceedings/2016/15
ER  -