User Profiles Matching for Different Social Networks Based on Faces Identification

被引:3
|
作者
Sokhin, Timur [1 ]
Butakov, Nikolay [1 ]
Nasonov, Denis [1 ]
机构
[1] ITMO Univ, 49 Kronverksky Pr, St Petersburg 197101, Russia
关键词
Face detection; Profiles; Matching; Social networks; Face embedding; Clustering; Computer vision;
D O I
10.1007/978-3-030-29859-3_47
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
It is common practice nowadays to use multiple social networks for different social roles. Although this, these networks assume differences in content type, communications and style of speech. If we intend to understand human behaviour as a key-feature for recommender systems, banking risk assessments or sociological researches, this is better to achieve using a combination of the data from different social media. In this paper, we propose a new approach for user profiles matching across social media based on publicly available users' face photos and conduct an experimental study of its efficiency. Our approach is stable to changes in content and style for certain social media.
引用
收藏
页码:551 / 562
页数:12
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