no code implementations • 25 Nov 2022 • Guy Aridor, Duarte Goncalves, Daniel Kluver, Ruoyan Kong, Joseph Konstan
We conduct a field experiment on a movie-recommendation platform to identify if and how recommendations affect consumption.
no code implementations • 11 Mar 2021 • Himan Abdollahpouri, Edward Malthouse, Joseph Konstan, Bamshad Mobasher, Jeremy Gilbert
This paper proposes a vision and research agenda for the next generation of news recommender systems (RS), called the table d'hote approach.
no code implementations • 16 Mar 2020 • Carole-Jean Wu, Robin Burke, Ed H. Chi, Joseph Konstan, Julian McAuley, Yves Raimond, Hao Zhang
Deep learning-based recommendation models are used pervasively and broadly, for example, to recommend movies, products, or other information most relevant to users, in order to enhance the user experience.