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TIME-DEPENDENT REPUTATION EVALUATION ALGORITHM BASED ON SCORING NETWORK

机译:基于评分网络的时效性评价算法

摘要

Disclosed is a time-dependent reputation evaluation algorithm based on a scoring network, wherein the following steps are comprised: S1: respectively initialising a first behaviour weight factor, a second behaviour weight factor, a user reputation and an object quality; S2: determining whether a quality variation is less than a set value, if so, obtaining an object quality Qi; and if not, proceeding to step S3; S3: successively obtaining a reputation accumulated value, a quality accumulated value, and a temporary reputation value of a user; and S4: after a reputation value of the user and the object quality are updated according to the reputation accumulated value, the quality accumulated value and the temporary reputation value of the user, returning to step S2. In the present invention, the two behaviour weight factors and two component accumulation processes are designed from the point of view of time and degree, a specific transaction process can be reflected to a certain degree, malicious behaviour can be effectively restrained, and the processes by which each object quality and user reputation change are directly refined. Compared with other algorithms, the algorithm achieves a significantly improved effect and is valuable for practical applications.
机译:本发明公开了一种基于评分网络的时间依赖性信誉评估算法,包括以下步骤:S1,分别初始化第一行为权重因子,第二行为权重因子,用户声誉和对象质量; S2:判断质量变化量是否小于设定值,如果是,则获得物体质量Qi;若否,则进入步骤S3; S3:依次获取用户的信誉累积值,质量累积值和临时信誉值; S4,根据信誉累积值,用户的质量累积值和临时信誉值更新用户的信誉值和物体质量后,返回步骤S2。在本发明中,从时间和程度的角度设计了两个行为权重因子和两个成分积累过程,可以在一定程度上反映特定的交易过程,可以有效地抑制恶意行为,并且通过每个对象的质量和用户信誉的变化都直接进行了细化。与其他算法相比,该算法效果显着提高,对实际应用具有重要意义。

著录项

  • 公开/公告号WO2018148894A1

    专利类型

  • 公开/公告日2018-08-23

    原文格式PDF

  • 申请/专利权人 SHENZHEN UNIVERSITY;

    申请/专利号WO2017CN73722

  • 申请日2017-02-16

  • 分类号G06Q10/04;G06Q50;

  • 国家 WO

  • 入库时间 2022-08-21 12:43:03

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