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ESTIMATION LOGIC CONSTRUCTION SUPPORT SYSTEM, USER BEHAVIOR ESTIMATION DEVICE, USER BEHAVIOR ESTIMATION METHOD AND USER BEHAVIOR ESTIMATION PROGRAM

机译:估计逻辑构造支持系统,用户行为估计设备,用户行为估计方法和用户行为估计程序

摘要

PROBLEM TO BE SOLVED: To reduce the number of items to be set when Bayesian network is constructed.;SOLUTION: An estimation function provision server 100 includes: an initial pair correlation table 111 holding user information wherein each node ID of a node pair and pair conditioned probability indicating conditioned probability between two nodes are associated for each user ID in a Bayesian network as estimation logic of behavior of a user; a cooperative filtering part 130 generating an estimation pair correlation table 113 by estimating the pair conditioned probability when there is a user having no information of the pair conditioned probability held with respect to a predetermined node pair in the initial pair correlation table 111 and complementing the initial pair correlation table 111 by the calculated pair conditioned probability; and a probability graph construction means 114 calculating a conditioned probability table for each user ID by use of the pair conditioned probability stored in the estimation pair correlation table 113, and constructing a graph structure of the Bayesian network for each user.;COPYRIGHT: (C)2011,JPO&INPIT
机译:解决的问题:为了减少构造贝叶斯网络时要设置的项数;解决方案:估计功能提供服务器100包括:初始对关联表111,其保存用户信息,其中节点对和节点对的每个节点ID指示两个节点之间的条件概率的条件概率与贝叶斯网络中的每个用户ID相关联,作为用户行为的估计逻辑;协同过滤部分130通过在初始对相关表111中不存在关于预定节点对持有预定条件对的概率的用户的情况下,通过估计对条件概率来生成估计对相关表113,并对初始值进行补充。通过计算出的配对条件概率来配对对表111。概率图构建装置114通过使用估计对相关表113中存储的对条件概率来计算每个用户ID的条件概率表,并为每个用户构造贝叶斯网络的图结构。 )2011,JPO&INPIT

著录项

  • 公开/公告号JP2011048435A

    专利类型

  • 公开/公告日2011-03-10

    原文格式PDF

  • 申请/专利权人 NIPPON TELEGR & TELEPH CORP NTT;

    申请/专利号JP20090193996

  • 发明设计人 NAKATANI YUICHI;

    申请日2009-08-25

  • 分类号G06N5/04;

  • 国家 JP

  • 入库时间 2022-08-21 18:22:09

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