发明名称 Search Results Based on User Biases on Online Social Networks
摘要 In one embodiment, a method includes receiving a query, identifying one or more nodes of a plurality of second nodes corresponding to the query, calculating a score for each of the identified nodes using a probabilistic ranking model that scores each node based at least in part on a number of edges connecting the node to one or more nodes within a first set of user nodes that includes the first node and user nodes corresponding to second users sharing one or more user attributes with the first user, and generating corresponding search results. The score calculated for each of the identified nodes may bias the search results toward nodes connected to disproportionately more nodes in the first set of user nodes than nodes in the plurality of second nodes that correspond to an overall population of users of the online social network.
申请公布号 US2016034462(A1) 申请公布日期 2016.02.04
申请号 US201414449406 申请日期 2014.08.01
申请人 Facebook, Inc. 发明人 Brewer Jason Eric
分类号 G06F17/30;H04L12/26 主分类号 G06F17/30
代理机构 代理人
主权项 1. A method comprising, by a computing device: accessing a social graph comprising a plurality of nodes and a plurality of edges connecting the nodes, each of the edges between two of the nodes representing a single degree of separation between them; receiving from the first user a structured query comprising references to one or more selected nodes from the plurality of nodes and one or more selected edges from the plurality of edges; identifying one or more nodes of a plurality of second nodes corresponding to the structured query; calculating a score for each of the identified nodes, wherein the score is calculated using a probabilistic ranking model that scores each identified node based at least in part on a number of edges connecting the identified node to one or more nodes within a first set of user nodes, the first set of user nodes comprising a first node and a plurality of user nodes corresponding to a plurality of second users, respectively, sharing one or more user attributes with the first user; and generating one or more search results corresponding to one or more of the identified nodes, respectively, each search result comprising a reference to the corresponding identified node.
地址 Menlo Park CA US