{"about":{"site":"https://codewithpapers.app","non_affiliation":"Code with Papers and Syntology are not affiliated with, endorsed by, or sponsored by Papers with Code, Meta, or the pwc-archive mirror.","licence":"CC BY-SA 4.0","licence_url":"https://creativecommons.org/licenses/by-sa/4.0/legalcode","attribution":"https://codewithpapers.app/attribution","modified":"archive material modified by Syntology; see the attribution page"},"url":"/paper/guide-to-numerical-experiments-on-elections","title":"Guide to Numerical Experiments on Elections in Computational Social Choice","arxiv_id":"2402.11765","date":"2024-02-19","proceeding":null,"authors":["Niclas Boehmer","Piotr Faliszewski","Łukasz Janeczko","Andrzej Kaczmarczyk","Grzegorz Lisowski","Grzegorz Pierczyński","Simon Rey","Dariusz Stolicki","Stanisław Szufa","Tomasz Wąs"],"abstract":"We analyze how numerical experiments regarding elections were conducted within the 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 used for 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.","url_abs":"https://arxiv.org/abs/2402.11765v1","url_pdf":"https://arxiv.org/pdf/2402.11765v1.pdf","source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28","licence_url":"https://creativecommons.org/licenses/by-sa/4.0/legalcode","row_kind":"links_only","authors_date_abstract":"arXiv metadata, CC0 1.0 (https://info.arxiv.org/help/license), from the Kaggle arXiv metadata snapshot of 2026-09-12"},"code_links":[{"paper_slug":"guide-to-numerical-experiments-on-elections","repo_url":"https://github.com/comsoc-community/prefsampling","is_official":1,"mentioned_in_paper":1,"mentioned_in_github":1,"framework":"none","reach":null}],"tasks":[],"methods":[],"datasets_introduced":[],"methods_introduced":[],"results":[],"syntology":{"atlas_url":"https://app.syntology.ai/?focus=2402.11765","mcp":null,"developers":"https://syntology.ai/developers"},"arxiv_metadata":null,"syntology_extracted_results":null}