SIMILARITY MEASUREMENT METHOD AND DEVICE
    22.
    发明申请

    公开(公告)号:US20170364478A1

    公开(公告)日:2017-12-21

    申请号:US15694559

    申请日:2017-09-01

    Abstract: A similarity measurement method includes: obtaining a directional relationship between nodes in a network, and determining a transition matrix; calculating a constraint matrix according to the transition matrix and an obtained attenuation factor; constructing a system of linear equations, where a coefficient matrix of the system of linear equations is the constraint matrix, and a variable of the system of linear equations is a correction vector; solving the system of linear equations by means of iteration by using a Jacobi method, and determining the correction vector; and calculating similarities between the nodes according to the transition matrix, the attenuation factor, and a diagonal correction matrix that is generated according to the correction vector. In the method, the correction vector is determined by using the Jacobi method, and further the similarities between the nodes may be calculated.

    METHOD AND APPARATUS FOR QUERYING NONDETERMINISTIC GRAPH
    24.
    发明申请
    METHOD AND APPARATUS FOR QUERYING NONDETERMINISTIC GRAPH 审中-公开
    查询非法特征图的方法和装置

    公开(公告)号:US20170046387A1

    公开(公告)日:2017-02-16

    申请号:US15339530

    申请日:2016-10-31

    CPC classification number: G06F16/24542 G06F16/2455 G06F16/9024

    Abstract: The present invention discloses a method and apparatus for querying a nondeterministic graph, which are used to implement quick query of a nondeterministic graph, reduce query complexity, and improve query efficiency. The method comprises receiving a query instruction, where the query instruction is used to query a nondeterministic graph for data that satisfies a query condition; determining two vertices in the nondeterministic graph according to the query instruction; determining all possible paths that use one vertex in the two vertices as a start point and the other vertex as an end point; calculate a probability of a first event or a second event corresponding to each of the paths; and obtaining, according to the probability of the first event or the probability of the second event, a query result corresponding to the query instruction.

    Abstract translation: 本发明公开了一种查询非确定性图的方法和装置,用于实现非确定性图形的快速查询,减少查询复杂度,提高查询效率。 该方法包括接收查询指令,其中使用查询指令来查询满足查询条件的数据的非确定性图; 根据查询指令确定非确定性图中的两个顶点; 确定使用两个顶点中的一个顶点作为起始点和另一个顶点作为终点的所有可能路径; 计算与每个路径相对应的第一事件或第二事件的概率; 并且根据第一事件的概率或第二事件的概率获得与查询指令相对应的查询结果。

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