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Home / Proceedings / Proceedings of the AAAI Conference on Artificial Intelligence, 30 / No. 1: Thirtieth AAAI Conference On Artificial Intelligence

Judgment Aggregation under Issue Dependencies

March 8, 2023

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Authors

Marco Costantini

University of Amsterdam


Carla Groenland

University of Amsterdam


Ulle Endriss

University of Amsterdam


DOI:

10.1609/aaai.v30i1.10018


Abstract:

We introduce a new family of judgment aggregation rules, called the binomial rules, designed to account for hidden dependencies between some of the issues being judged. To place them within the landscape of judgment aggregation rules, we analyse both their axiomatic properties and their computational complexity, and we show that they contain both the well-known distance-based rule and the basic rule returning the most frequent overall judgment as special cases. To evaluate the performance of our rules empirically, we apply them to a dataset of crowdsourced judgments regarding the quality of hotels extracted from the travel website TripAdvisor. In our experiments we distinguish between the full dataset and a subset of highly polarised judgments, and we develop a new notion of polarisation for profiles of judgments for this purpose, which may also be of independent interest.

Topics: AAAI

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HOW TO CITE:

Marco Costantini|| Carla Groenland|| Ulle Endriss Judgment Aggregation under Issue Dependencies Proceedings of the AAAI Conference on Artificial Intelligence, 30 (2016) .

Marco Costantini|| Carla Groenland|| Ulle Endriss Judgment Aggregation under Issue Dependencies AAAI 2016, .

Marco Costantini|| Carla Groenland|| Ulle Endriss (2016). Judgment Aggregation under Issue Dependencies. Proceedings of the AAAI Conference on Artificial Intelligence, 30, .

Marco Costantini|| Carla Groenland|| Ulle Endriss. Judgment Aggregation under Issue Dependencies. Proceedings of the AAAI Conference on Artificial Intelligence, 30 2016 p..

Marco Costantini|| Carla Groenland|| Ulle Endriss. 2016. Judgment Aggregation under Issue Dependencies. "Proceedings of the AAAI Conference on Artificial Intelligence, 30". .

Marco Costantini|| Carla Groenland|| Ulle Endriss. (2016) "Judgment Aggregation under Issue Dependencies", Proceedings of the AAAI Conference on Artificial Intelligence, 30, p.

Marco Costantini|| Carla Groenland|| Ulle Endriss, "Judgment Aggregation under Issue Dependencies", AAAI, p., 2016.

Marco Costantini|| Carla Groenland|| Ulle Endriss. "Judgment Aggregation under Issue Dependencies". Proceedings of the AAAI Conference on Artificial Intelligence, 30, 2016, p..

Marco Costantini|| Carla Groenland|| Ulle Endriss. "Judgment Aggregation under Issue Dependencies". Proceedings of the AAAI Conference on Artificial Intelligence, 30, (2016): .

Marco Costantini|| Carla Groenland|| Ulle Endriss. Judgment Aggregation under Issue Dependencies. AAAI[Internet]. 2016[cited 2023]; .


ISSN: 2374-3468


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