Guide to Numerical Experiments on Elections in Computational Social Choice

Niclas Boehmer, Piotr Faliszewski, Łukasz Janeczko, Andrzej Kaczmarczyk, Grzegorz Lisowski, Grzegorz Pierczyński, Simon Rey, Dariusz Stolicki, Stanisław Szufa, Tomasz Wąs

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence

Survey Track. Pages 7962-7970.

https://doi.org/10.24963/ijcai.2024/881

PDF BibTeX

Abstract

We analyze how numerical experiments regarding elections were conducted within computational social choice literature (focusing on papers published in the IJCAI, AAAI, and AAMAS conferences). We analyze the sizes of the studied elections and the methods of generating preference data, thereby making previously hidden standards and practices explicit. In particular, we survey a number of statistical cultures for generating elections and their commonly used parameters.

Keywords

  • Game Theory and Economic Paradigms: GTEP: Computational social choice
Welcome Future Conferences AI Journal Division IJCAI Proceedings Travel Grant Program IJCAI Awards