mlsanityData to 7 Oct 2026

Using Multiwinner Voting to Search for Movies

arXiv 2202.03385 ↗First posted 7 Feb 2022cs.GTcited by 2

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Abstract (arXiv)

We show a prototype of a system that uses multiwinner voting to suggest resources (such as movies) related to a given query set (such as a movie that one enjoys). Depending on the voting rule used, the system can either provide resources very closely related to the query set or a broader spectrum of options. We show how this ability can be interpreted as a way of controlling the diversity of the results. We test our system both on synthetic data and on the real-life collection of movie ratings from the MovieLens dataset. We also present a visual comparison of the search results corresponding to selected diversity levels.

Key facts. Cited by 2 papers in the map (data through 7 Oct 2026). First posted on arXiv 7 Feb 2022.

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Citing papers per year: 2023: 1; 2024: 0; 2025: 1.

2 papers.