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POI RECOMMENDATION METHOD AND DEVICE BASED ON GRAPH DATABASE, AND STORAGE MEDIUM

机译:基于曲线数据库的POI推荐方法和设备和存储介质

摘要

A POI recommendation method based on the graph database includes: acquiring an ID and positioning information of a target user; according to the ID and the positioning information of the target user, acquiring a feature vector of the target user, a friend intimacy coefficient of the target user and a target POI set from a target graph database, wherein the target POI set is a set composed of POIs within a preset distance range queried according to the positioning information; according to the target POI set, acquiring a feature matrix of a user set with related POI consumption records from the target graph database, wherein the related POI consumption records are consumption records associated with any POI in the target POI set; and according to the friend intimacy coefficient, the feature vector of the target user and the feature matrix, determining a target POI from the target POI set.
机译:基于图表数据库的POI推荐方法包括:获取目标用户的ID和定位信息; 根据目标用户的ID和定位信息,获取目标用户的特征向量,目标用户的朋友亲密系数和从目标图数据库设置的目标POI,其中目标POI集是组合的集合 POI在预设距离范围内根据定位信息查询; 根据目标POI集合,获取来自目标图数据库的相关POI消耗记录的用户组的特征矩阵,其中相关的POI消费记录是与目标POI集中的任何POI相关联的消耗记录; 并且根据朋友亲密系数,目标用户和特征矩阵的特征向量,从目标POI集确定目标POI。

著录项

  • 公开/公告号US2021406313A1

    专利类型

  • 公开/公告日2021-12-30

    原文格式PDF

  • 申请/专利权人 VESOFT. INC;

    申请/专利号US202117325245

  • 发明设计人 MIN WU;PENGWEI CHEN;XIAOMENG YE;

    申请日2021-05-20

  • 分类号G06F16/901;G06N5/02;G06F16/903;

  • 国家 US

  • 入库时间 2024-06-14 22:37:17

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