I gave this talk at the Workshop on Recommender Enginer@TUG (http://bit.ly/yuxrAM) on 2012/12/19.
It presents a selection of algorithms and experimental data that are commonly used in recommending scientific literature. Real-world results from Mendeley's article recommendation system are also presented.
The work presented here has been partially funded by the European Commission as part of the TEAM IAPP project (grant no. 251514) within the FP7 People Programme (Marie Curie).