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METHOD FOR RECOMMENDER SEARCH IN TRUST-AWARE RECOMMENDER SYSTEM

机译:信任感知推荐系统中的推荐搜索方法

摘要

The present invention provides a method of searching a recommender for a trust-based recommendation system based on scale-freeness of a trust network, which is capable of effectively achieving a high prediction level. At least two hubs are selected from the trust network for the purpose of trust propagation and the selected at least two hubs are combined with one node to construct a key structure. After a hub, which relates to the recommender among the at least two hubs included in the key structure, is found out, an active user is connected to the key structure and the key structure and the recommender are connected to each other through the found hub. The trust network is a scale-free network. In addition, the node trusted by a certain node of the key structure is treated as the node trusted by the key structure.
机译:本发明提供了一种基于信任网络的无标度在推荐者中搜索基于信任的推荐系统的方法,该方法能够有效地实现较高的预测水平。从信任网络中选择至少两个集线器以进行信任传播,并且将所选的至少两个集线器与一个节点组合以构建密钥结构。在找到密钥结构中包含的至少两个集线器中与推荐者有关的集线器之后,将活动用户连接到密钥结构,并且密钥结构和推荐器通过找到的集线器彼此连接。信任网络是无标度网络。另外,将密钥结构的某个节点信任的节点视为密钥结构信任的节点。

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