Matrix factorization based heuristics for constraint-based recommenders

Seda Polat Erdeniz
Seda Polat Erdeniz
Ralph Samer
Ralph Samer
Muesluem Atas
Muesluem Atas

SAC, pp. 1655-1662, 2019.

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Keywords:
artificial intelligence constraint-based recommendation knowledge-based recommendation matrix factorization recommendation systemsMore(1+)

Abstract:

The main challenges for recommender systems are: producing high quality recommendations and performing many real-time recommendations per second for millions of customers and products. This paper addresses both challenges in the context of constraint-based recommenders where users specify their requirements and the system recommends a sol...More

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