2021
DOI: 10.48550/arxiv.2112.08632
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CDRec: Cayley-Dickson Recommender

Abstract: In this paper, we propose a recommendation framework named Cayley-Dickson Recommender. We introduce Cayley-Dickson construction which uses a recursive process to define hypercomplex algebras and their mathematical operations. We also design a graph convolution operator to learn representations in the hypercomplex space. To the best of our knowledge, it is the first time that Cayley-Dickson construction and graph convolution techniques have been used in hypercomplex recommendation. Compared with the stateof-the… Show more

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References 24 publications
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