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Classifying user connections through social media avatars and users social activities: a case study in identifying sellers on social media

文献类型：期刊论文

作者Mao, Yu2; Zhu, Yifan2; Liu, Yiping3; Lin, Qika5; Lu, Hao2,4; Zhang, Fuquan1
刊名ENTERPRISE INFORMATION SYSTEMS
出版日期2020-12-19
页码20
ISSN号1751-7575
关键词User profiling avatars in social media user activity suspicious user detection
DOI10.1080/17517575.2020.1856420
通讯作者Zhang, Fuquan(zfq94@foxmail.com)
英文摘要Compilation of users' avatars together with associated online activities strengthens the ability to discover user connections which focuses on understanding users online behaviours. This paper made an initial attempt to identify special type of SNS users by incorporating users avatar information, which proposes a multi-modal user profiling method that examines the relationship between users' avatar and their internet behaviours. Based on investigation and case study, the experiments showed significant differences in behaviour and attributes among avatar categories. The results also proved the feasibility of the proposed method in identifying user groups on a given Internet.
WOS关键词GENDER IDENTITY
资助项目National Basic Research Program of China (973 Program)[2013CB329303] ; National Basic Research Program of China (973 Program)[2012CB720700] ; National Natural Science Foundation of China[61371194]
WOS研究方向Computer Science
语种英语
出版者TAYLOR & FRANCIS LTD
WOS记录号WOS:000599664500001
资助机构National Basic Research Program of China (973 Program) ; National Natural Science Foundation of China
源URL[http://ir.ia.ac.cn/handle/173211/42743]  
专题自动化研究所_复杂系统管理与控制国家重点实验室
通讯作者Zhang, Fuquan
作者单位1.Minjiang Univ, Fujian Prov Key Lab Informat Proc & Intelligent C, Fuzhou 350108, Peoples R China
2.Beijing Inst Technol, Sch Comp Sci & Technol, Beijing, Peoples R China
3.Univ Auckland, Sch Comp Sci, Auckland, New Zealand
4.Chinese Acad Sci, Inst Automat, State Key Lab Management & Control Complex Syst, Beijing, Peoples R China
5.Xi An Jiao Tong Univ, Sch Comp Sci & Technol, Xian, Peoples R China
推荐引用方式
GB/T 7714		 Mao, Yu,Zhu, Yifan,Liu, Yiping,et al. Classifying user connections through social media avatars and users social activities: a case study in identifying sellers on social media[J]. ENTERPRISE INFORMATION SYSTEMS,2020:20.
APA Mao, Yu,Zhu, Yifan,Liu, Yiping,Lin, Qika,Lu, Hao,&Zhang, Fuquan.(2020).Classifying user connections through social media avatars and users social activities: a case study in identifying sellers on social media.ENTERPRISE INFORMATION SYSTEMS,20.
MLA Mao, Yu,et al."Classifying user connections through social media avatars and users social activities: a case study in identifying sellers on social media".ENTERPRISE INFORMATION SYSTEMS (2020):20.

入库方式： OAI收割

来源：自动化研究所

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