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
相关论文
共 50 条
  • [1] Matching User Profiles Across Social Networks
    Bennacer, Nacera
    Jipmo, Coriane Nana
    Penta, Antonio
    Quercini, Gianluca
    ADVANCED INFORMATION SYSTEMS ENGINEERING (CAISE 2014), 2014, 8484 : 424 - 438
  • [2] User Identification Across Social Networks Based on User Trajectory
    Chen Hongchang
    Xu Qian
    Huang Ruiyang
    Cheng Xiaotao
    Wu Zheng
    JOURNAL OF ELECTRONICS & INFORMATION TECHNOLOGY, 2018, 40 (11) : 2758 - 2764
  • [3] Enrichment of User Profiles across Multiple Online Social Networks for Volunteerism Matching for Social Enterprise
    Song, Xuemeng
    SIGIR'14: PROCEEDINGS OF THE 37TH INTERNATIONAL ACM SIGIR CONFERENCE ON RESEARCH AND DEVELOPMENT IN INFORMATION RETRIEVAL, 2014, : 1282 - 1282
  • [4] Matching user accounts based on user generated content across social networks
    Li, Yongjun
    Zhang, Zhen
    Peng, You
    Yin, Hongzhi
    Xu, Quanqing
    FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, 2018, 83 : 104 - 115
  • [5] Friend closeness based user matching cross social networks
    Ma, Tinghuai
    Guo, Lei
    Wang, Xin
    Qian, Yurong
    Tian, Yuan
    Al-Nabhan, Najla
    MATHEMATICAL BIOSCIENCES AND ENGINEERING, 2021, 18 (04) : 4264 - 4292
  • [6] Analysis of User Profiles in Social Networks
    Chumak, Alexander A.
    Ukustov, Sergei S.
    Kravets, Alla G.
    KNOWLEDGE-BASED SOFTWARE ENGINEERING, JCKBSE 2014, 2014, 466 : 70 - 76
  • [7] Abnormal user identification in online social networks based on user behavior
    Wang, Nan
    Sun, Qingyu
    Jiao, Qingju
    PROCEEDINGS OF 2021 2ND INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND INFORMATION SYSTEMS (ICAIIS '21), 2021,
  • [8] A User Identification Algorithm Based on User Behavior Analysis in Social Networks
    Deng, Kaikai
    Xing, Ling
    Zheng, Longshui
    Wu, Honghai
    Xie, Ping
    Gao, Feifei
    IEEE ACCESS, 2019, 7 : 47114 - 47123
  • [9] Structure Based User Identification across Social Networks
    Zhou, Xiaoping
    Liang, Xun
    Du, Xiaoyong
    Zhao, Jichao
    IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2018, 30 (06) : 1178 - 1191
  • [10] Matching User Accounts Across Social Networks Based on LDA Model
    Zhang, Shuting
    Qiao, Hong
    HUMAN CENTERED COMPUTING, 2019, 11956 : 333 - 340