INFLUENCE ASSESSMENT IN SOCIAL NETWORKS
    2.
    发明申请
    INFLUENCE ASSESSMENT IN SOCIAL NETWORKS 审中-公开
    社会网络中的影响评估

    公开(公告)号:US20110295626A1

    公开(公告)日:2011-12-01

    申请号:US12790075

    申请日:2010-05-28

    IPC分类号: G06N5/02 G06Q99/00 G06Q10/00

    CPC分类号: G06Q30/02 G06Q10/063

    摘要: Social networks have become platforms to disseminate and market information and ideas. A social network, users, and interactions of users may be modeled by graphs, which may be analyzed to determine influential users. In one example, nodes within a graph may be concurrently grouped into node groupings. Influence values corresponding to node counts within node groupings may be assigned to nodes within node groupings. Influential nodes may be determined based upon the assigned influence values. In another example, degrees of nodes (e.g., an edge count of a node) may be used to determine influential nodes within the graph. Upon selecting a node, degrees of neighboring nodes of the selecting node may be discounted because the node was selected. In another example, trees corresponding to a current node and (e.g., maximum) influential paths from other nodes to the current node may be constructed and evaluated to determine a group of nodes.

    摘要翻译: 社交网络已成为传播和销售信息和思想的平台。 用户的社交网络,用户和交互可以通过图形来建模,这可以被分析以确定有影响力的用户。 在一个示例中,图中的节点可以被同时分组到节点分组中。 对应于节点组内节点计数的影响值可以分配给节点组内的节点。 可以基于所分配的影响值来确定影响节点。 在另一示例中,可以使用节点的度数(例如,节点的边缘计数)来确定图中的有影响的节点。 在选择节点之后,选择节点的相邻节点的度数可以被折扣,因为节点被选择。 在另一示例中,可以构造并评估与当前节点相对应的树和(例如,最大)从其他节点到当前节点的影响路径以确定一组节点。