Matching Theory-based Recommender Systems in Online Dating

Online dating platforms provide people with the opportunity to find a partner. Recommender systems in online dating platforms suggest one side of users to the other side of users. We discuss the potential interactions between reciprocal recommender systems (RRSs) and matching theory. We present our...

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Bibliographic Details
Published in:arXiv.org 2022-08
Main Authors: Tomita, Yoji, Togashi, Riku, Moriwaki, Daisuke
Format: Article
Language:English
Subjects:
Matching
Platforms
Recommender systems
Online Access:Get full text
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Summary:Online dating platforms provide people with the opportunity to find a partner. Recommender systems in online dating platforms suggest one side of users to the other side of users. We discuss the potential interactions between reciprocal recommender systems (RRSs) and matching theory. We present our ongoing project to deploy a matching theory-based recommender system (MTRS) in a real-world online dating platform.
ISSN:2331-8422
DOI:10.48550/arxiv.2208.11384