Lib-SibGMU -- A University Library Circulation Dataset for Recommender Systems Developmen
Zubchuk, Eduard, Arhipkin, Mikhail, Menshikov, Dmitry, Karaush, Aleksandr, Mikhaylovskiy, Nikolay
–arXiv.org Artificial Intelligence
We opensource under CC BY 4.0 license Lib-SibGMU - a university library circulation dataset - for a wide research community, and benchmark major algorithms for recommender systems on this dataset. For a recommender architecture that consists of a vectorizer that turns the history of the books borrowed into a vector, and a neighborhood-based recommender, trained separately, we show that using the fastText model as a vectorizer delivers competitive results.
artificial intelligence, recommender system developmen, university library circulation dataset, (1 more...)
arXiv.org Artificial Intelligence
Aug-11-2023