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REAL RELATIONSHIP MATCHING METHOD AND APPARATUS FOR SOCIAL PLATFORM USERS, AND READABLE STORAGE MEDIUM

机译:社交平台用户和可读存储介质的真实关系匹配方法和装置

摘要

Disclosed are a real relationship matching method for social platform users, a data processing apparatus and a computer-readable storage medium. The method comprises the steps of: acquiring account information about users on a social platform, and establishing a user vector model according to the account information about each user and a TransE model (S10); acquiring textual interaction information between the users on the social platform, and establishing a textual relationship prediction model according to the textual interaction information between the users and a convolutional neural network model (S20); and projecting an output result of the user vector model and an output result of the textual relationship prediction model into the same space for linear combination and output to obtain a real relationship prediction result of the users on the social platform (S30). The method of analysing by combining user account information and interactive text information between users can accurately mine the real relationship of online users from a huge number of users upward of a hundred million in a social platform.
机译:公开了一种社交平台用户的真实关系匹配方法,数据处理装置和计算机可读存储介质。该方法包括以下步骤:在社交平台上获取关于用户的账户信息,并根据每个用户的账户信息和TransE模型建立用户矢量模型(S10);在社交平台上获取用户之间的文本交互信息,并根据用户之间的文本交互信息和卷积神经网络模型建立文本关系预测模型(S20);将用户矢量模型的输出结果和文本关系预测模型的输出结果投影到同一空间中进行线性组合并输出,以在社交平台上获得用户的真实关系预测结果(S30)。通过结合用户账户信息和用户之间的交互文本信息进行分析的方法,可以在社交平台上准确地挖掘出亿万亿用户中在线用户的真实关系。

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