SLIM Algorithm

A SLIM Algorithm is a top-n recommendation algorithm that ...

• See: WARP Loss.

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References

2011

• (Ning & Karypis, 2011) ⇒ Xia Ning, and George Karypis. (2011). “SLIM: Sparse Linear Methods for Top-N Recommender Systems.” In: Proceedings of the 2011 IEEE 11th International Conference on Data Mining. ISBN:978-0-7695-4408-3 doi:10.1109/ICDM.2011.134
  • QUOTE: This paper focuses on developing effective and efficient algorithms for top-N recommender systems. A novel Sparse Linear Method (SLIM) is proposed, which generates top-N recommendations by aggregating from user purchase / rating profiles. ...

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