Reciprocal Recommender Systems: Analysis of state-of-art literature, challenges and opportunities towards social recommendation
There exist situations of decision-making under information overload in the Internet, where
people have an overwhelming number of available options to choose from, eg products to …
people have an overwhelming number of available options to choose from, eg products to …
WE-Rec: A fairness-aware reciprocal recommendation based on Walrasian equilibrium
B Xia, J Yin, J Xu, Y Li - Knowledge-Based Systems, 2019 - Elsevier
The emergence of online dating and recruiting platforms brings big challenges to the
reciprocal recommendation which has attracted a lot of research attention. Most previous …
reciprocal recommendation which has attracted a lot of research attention. Most previous …
DCRS: a deep contrast reciprocal recommender system to simultaneously capture user interest and attractiveness for online dating
Recently, the reciprocal recommendation, especially for online dating applications, has
attracted increasing research attention. Different from the conventional recommendation …
attracted increasing research attention. Different from the conventional recommendation …
A deployed people-to-people recommender system in online dating
Online dating is a prime application area for recommender systems, as users face an
abundance of choice, must act on limited information, and are participating in a competitive …
abundance of choice, must act on limited information, and are participating in a competitive …
[PDF][PDF] A scalable people-to-people hybrid reciprocal recommender using hidden Markov models
A Alanazi, M Bain - 2nd Int. Work. Mach. Learn. Methods …, 2016 - doogkong.github.io
Most existing reciprocal recommender systems use either profile similarity or interaction
similarity to recommend new matches, assuming that user preferences are static and …
similarity to recommend new matches, assuming that user preferences are static and …
Evaluation and deployment of a people-to-people recommender in online dating
This paper reports on the successful deployment of a peopleto-people recommender system
in a large commercial online dating site. The deployment was the result of thorough …
in a large commercial online dating site. The deployment was the result of thorough …
[图书][B] Sur l'utilisation de réseaux de neurones dans un système de recommandations réciproques
A Lefebvre-Brossard - 2018 - search.proquest.com
Le domaine de la recommandation de personne à personne comporte de multiples
applications, mais il demeure moins bien étudié que celui de la recommandation de …
applications, mais il demeure moins bien étudié que celui de la recommandation de …
Link Prediction for Isolated Nodes in Heterogeneous Network by Topic-Based Co-clustering
This paper presents a new probabilistic generative model (PGM) that predicts links for
isolated nodes in a heterogeneous network using textual data. In conventional PGMs, a link …
isolated nodes in a heterogeneous network using textual data. In conventional PGMs, a link …