LibRec

Guo, Guibing; Zhang, Jie; Sun, Zhu; Yorke-Smith, Neil

LibRec

A Java library for recommender systems

Journal article (2015)

Authors

Guibing Guo Singapore Management University

Jie Zhang Nanyang Technological University

Zhu Sun Nanyang Technological University

Neil Yorke-Smith American University of Beirut

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Published Date

01-07-2015

Language

English

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Abstract

The large array of recommendation algorithms proposed over the years brings a challenge in reproducing and comparing their performance. This paper introduces an open-source Java library that implements a suite of state-of-the-art algorithms as well as a series of evaluation metrics. We empirically find that LibRec performs faster than other such libraries, while achieving competitive evaluative performance.

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