二部图的Biclique连通性与推荐系统

Cristina Maier, D. Simovici
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引用次数: 2

摘要

二分图可以用来模拟许多现实世界的关系,在许多领域,如医学和社会网络的应用。我们提出了二部图的最大双曲线在推荐系统中的应用,该系统利用一组顶点的双曲线相似度的概念,以按一定的偏好顺序向用户推荐物品。使用真实世界数据集的实验结果证明了我们的方法。
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On Biclique Connectivity in Bipartite Graphs and Recommendation Systems
Bipartite graphs can be used to model many real-world relationships, with applications in many domains such as medicine and social networks. We present an application of maximal bicliques of bipartite graphs to recommendation systems that makes use of the notion of biclique similarity of a set of vertices in order to recommend items to users in a certain order of preference. Experimental results using real-world datasets that justify our approach are presented.
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