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Evaluation and deployment of a people-to-people recommender in online dating

conference contribution
posted on 2023-05-23, 09:20 authored by Krzywicki, A, Wobcke, W, Kim, YS, Cai, X, Bain, M, Compton, P, Mahidadia, A
This paper reports on the successful deployment of a people to- people recommender system in a large commercial online dating site. The deployment was the result of thorough evaluation and an online trial of a number of methods, including profile based, collaborative filtering and hybrid algorithms. Results taken a few months after deployment show that key metrics generally hold their value or show an increase compared to the trial results, and that the recommender system delivered its projected benefits.

History

Publication title

Proceedings of the 26th Innovative Applications of Artificial Intelligence Conference 2014

Volume

4

Editors

D Stracuzzi, D Gunning

Pagination

2914-2921

ISBN

978-1-57735-661-5

Department/School

School of Information and Communication Technology

Publisher

AAAI Press

Place of publication

California, USA

Event title

26th Innovative Applications of Artificial Intelligence Conference 2014

Event Venue

Quebec, Canada

Date of Event (Start Date)

2014-07-29

Date of Event (End Date)

2014-07-31

Rights statement

Copyright 2014 Association for the Advancement of Artificial Intelligence

Repository Status

  • Restricted

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