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Home / Proceedings / Proceedings of the AAAI Conference on Artificial Intelligence, 35 / No. 6: AAAI-21 Technical Tracks 6

Targeted Negative Campaigning: Complexity and Approximations

February 1, 2023

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Authors

‪Avishai Zagoury‬‏

Bar-Ilan University


Orgad Keller

Google Research


Avinatan Hassidim

Google Research Bar-Ilan University


Noam Hazon

Ariel University


DOI:

10.1609/aaai.v35i6.16723


Abstract:

Given the ubiquity of negative campaigning in recent political elections, we find it important to study its properties from a computational perspective. To this end, we present a model where elections can be manipulated by convincing voters to demote specific non-favored candidates, and study its properties in the classic setting of scoring rules. When the goal is constructive (making a preferred candidate win), we prove that finding such a demotion strategy is easy for Plurality and Veto, while generally hard for t-approval and Borda. We also provide a t-factor approximation for t-approval for every fixed t, and a 3-factor approximation algorithm for Borda. Interestingly enough - following recent trends in political science that show that the effectiveness of negative campaigning depends on the type of candidate and demographic - when assigning varying prices to different possible demotion operations, we are able to provide inapproximability results. When the goal is destructive (making the leading opponent lose), we show that the problem is easy for a broad class of scoring rules.

Topics: AAAI

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HOW TO CITE:

‪Avishai Zagoury‬‏||Orgad Keller||Avinatan Hassidim||Noam Hazon Targeted Negative Campaigning: Complexity and Approximations Proceedings of the AAAI Conference on Artificial Intelligence (2021) 5768-5778.

‪Avishai Zagoury‬‏||Orgad Keller||Avinatan Hassidim||Noam Hazon Targeted Negative Campaigning: Complexity and Approximations AAAI 2021, 5768-5778.

‪Avishai Zagoury‬‏||Orgad Keller||Avinatan Hassidim||Noam Hazon (2021). Targeted Negative Campaigning: Complexity and Approximations. Proceedings of the AAAI Conference on Artificial Intelligence, 5768-5778.

‪Avishai Zagoury‬‏||Orgad Keller||Avinatan Hassidim||Noam Hazon. Targeted Negative Campaigning: Complexity and Approximations. Proceedings of the AAAI Conference on Artificial Intelligence 2021 p.5768-5778.

‪Avishai Zagoury‬‏||Orgad Keller||Avinatan Hassidim||Noam Hazon. 2021. Targeted Negative Campaigning: Complexity and Approximations. "Proceedings of the AAAI Conference on Artificial Intelligence". 5768-5778.

‪Avishai Zagoury‬‏||Orgad Keller||Avinatan Hassidim||Noam Hazon. (2021) "Targeted Negative Campaigning: Complexity and Approximations", Proceedings of the AAAI Conference on Artificial Intelligence, p.5768-5778

‪Avishai Zagoury‬‏||Orgad Keller||Avinatan Hassidim||Noam Hazon, "Targeted Negative Campaigning: Complexity and Approximations", AAAI, p.5768-5778, 2021.

‪Avishai Zagoury‬‏||Orgad Keller||Avinatan Hassidim||Noam Hazon. "Targeted Negative Campaigning: Complexity and Approximations". Proceedings of the AAAI Conference on Artificial Intelligence, 2021, p.5768-5778.

‪Avishai Zagoury‬‏||Orgad Keller||Avinatan Hassidim||Noam Hazon. "Targeted Negative Campaigning: Complexity and Approximations". Proceedings of the AAAI Conference on Artificial Intelligence, (2021): 5768-5778.

‪Avishai Zagoury‬‏||Orgad Keller||Avinatan Hassidim||Noam Hazon. Targeted Negative Campaigning: Complexity and Approximations. AAAI[Internet]. 2021[cited 2023]; 5768-5778.


ISSN: 2374-3468


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