‘Papers with Code’ / NeurIPS Guidelines for Publishing Research Code: A Role Model For Recommender-Systems?
The recommender-system community is facing a reproducibility crisis. This has recently been demonstrated by the authors of the paper Are we really making much progress?...
A Survey on Conversational Recommender Systems [Jannach et al.]
Recommender systems are software applications that help users to find items of interest in situations of information overload. Current research often assumes a one-shot interaction...
Impact@RecSys2020: The 2nd Workshop on the Impact of Recommender Systems
The research literature that considers such more direct measurements of impact of recommender systems on the various stakeholders is comparably scarce and scattered. With the...
Recommender-Systems Text Books
If you are new to recommender systems, a text-book may be a good starting point. We would particularly recommend the following three textbooks. Book descriptions...