English

Matching Theory-based Recommender Systems in Online Dating

Information Retrieval 2022-08-25 v1

Abstract

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.

Keywords

Cite

@article{arxiv.2208.11384,
  title  = {Matching Theory-based Recommender Systems in Online Dating},
  author = {Yoji Tomita and Riku Togashi and Daisuke Moriwaki},
  journal= {arXiv preprint arXiv:2208.11384},
  year   = {2022}
}

Comments

Accepted as RecSys'22 Industrial Talk Poster

R2 v1 2026-06-25T01:55:33.832Z