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university library circulation dataset

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Automatic Classification – Tagging and Summarization – Customizable Filtering and Analysis

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Lib-SibGMU -- A University Library Circulation Dataset for Recommender Systems Developmen

Zubchuk, Eduard, Arhipkin, Mikhail, Menshikov, Dmitry, Karaush, Aleksandr, Mikhaylovskiy, Nikolay

arXiv.org Artificial IntelligenceAug-11-2023

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

2208.12356

Genre: Research Report (0.66)

Technology: Information Technology > Artificial Intelligence > Representation & Reasoning > Personal Assistant Systems (0.60)

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