WHATSUP: A Decentralized Instant News Recommender

By Antoine Boutet, Davide Frey, Rachid Guerraoui, Arnaud Jégou, Anne-Marie Kermarrec. 2013

61 citations recorded by the source corpus.

Subfields: Statistical and Nonlinear Physics, Transportation

How researchers see this paper

The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.

In Statistical and Nonlinear Physics

1. Marc Tommasi
2. Aurélien Bellet
3. Anne-Marie Kermarrec
4. Paul Vanhaesebrouck

In Transportation

1. Aurélien Bellet
2. Anne-Marie Kermarrec

Citations in the corpus

• Decentralized Collaborative Learning of Personalized Models over Networks (2016, background): “As a motivating example, consider a decentralized recommender system (Boutet et al., 2013, 2014) in which each user rates a small number of movies on a smartphone application and expects personalized recommendations of new movies.”
• News recommender systems - Survey and roads ahead (2018, unknown): “[17] 2013 CF – Arxiv, Digg, Custom F-Score, Precision, Recall, Other Offline, Sim.”
• Want to scale in centralized systems? Think P2P (2015, methodology): “The goal of this section is to show that approaches proposed independently, for centralized [10] and for decentralized [32, 33, 35, 40, 41] systems, exploit a similar sampling strategy to construct KNN graphs that is motivated by the same scalability concerns.”