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METHOD, COMPUTER PROGRAM, AND COMPUTER FOR CLASSIFYING USERS OF SOCIAL MEDIA

机译:社交媒体用户分类的方法,计算机程序和计算机

摘要

A computer system and method to classify a plurality of users in a plurality of clusters in social media associating a text profile and text content with each user. The method comprises: generating a content feature vector for each of a portion of users on the basis of content associated with the portion of users; generating mapping the plurality of clusters, and the plurality of clusters and the portion of users, on the basis of the content feature vectors; generating a first profile feature vector for each of the plurality of clusters on the basis of the profiles associated with the portion of users mapped to each cluster; and classifying each of the other users excluding the portion of users in a plurality of clusters on the basis of the profiles associated with the other users and the first profile feature vectors.
机译:一种计算机系统和方法,用于将社交媒体中的多个群集中的多个用户分类,从而将文本配置文件和文本内容与每个用户相关联。该方法包括:基于与一部分用户相关联的内容,为一部分用户中的每一个生成内容特征向量;基于所述内容特征向量,生成对所述多个聚类以及所述多个聚类与所述用户部分的映射;基于与映射到每个集群的用户部分相关联的简档,为多个集群中的每一个生成第一简档特征向量;基于与其他用户相关联的配置文件和第一配置文件特征向量,将除了多个集群中的用户部分之外的每个其他用户分类。

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