1 code implementation • 28 Oct 2019 • Malte Ludewig, Noemi Mauro, Sara Latifi, Dietmar Jannach
However, previous research indicates that today's complex neural recommendation methods are not always better than comparably simple algorithms in terms of prediction accuracy.
3 code implementations • 26 Mar 2018 • Malte Ludewig, Dietmar Jannach
In many real-world applications, however, such long-term profiles often do not exist and recommendations therefore have to be made solely based on the observed behavior of a user during an ongoing session.
no code implementations • 1 Aug 2017 • Dietmar Jannach, Malte Ludewig
Deep learning methods have led to substantial progress in various application fields of AI, and in recent years a number of proposals were made to improve recommender systems with artificial neural networks.