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Method for user categorization in social media, computer program, and computer

机译:社交媒体中的用户分类方法,计算机程序和计算机

摘要

In order to enable categorization on the basis of content similarity, without acquiring content for all users, a method for clustering a plurality of users of social media in which a text profile and text content is associated with each user includes: a step in which a content characteristic vector is generated for each user in a portion of all the users, on the basis of associated content; a step in which a plurality of clusters and the portion of users are mapped on the basis of the content characteristic vector; a step in which a profile characteristic vector for each cluster is generated on the basis of profiles associated with the portion of users mapped to each cluster; and a step in which users other than the portion of users are categorized into the plurality of clusters on the basis of profiles associated with said other users and the profile characteristic vector.
机译:为了能够在内容相似度的基础上进行分类,而无需为所有用户获取内容,一种将社交媒体的多个用户聚类的方法,在该方法中,文本简档和文本内容与每个用户相关联。根据相关内容,为所有用户中的一部分用户中的每个用户生成内容特征向量;根据内容特征向量映射多个聚类和用户部分的步骤;步骤,其中基于与映射到每个集群的用户部分相关联的简档,生成每个集群的简档特征矢量;步骤,其中基于与所述其他用户相关联的简档和简档特征向量,将除了所述用户部分之外的其他用户分类为多个集群。

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