Inferring user profiles in social media by joint modeling of text and networks

被引:0
|
作者
Ruifeng XU [1 ]
Jiachen DU [1 ]
Zhishan ZHAO [2 ]
Yulan HE [3 ]
Qinghong GAO [1 ]
Lin GUI [3 ]
机构
[1] School of Computer Science and Technology,Harbin Institute of Technology Shenzhen Graduate School
[2] Baidu Inc.
[3] Department of Computer Science, University of Warwick
基金
“创新英国”项目; 中国国家自然科学基金;
关键词
profile; Inferring user profiles in social media by joint modeling of text and networks;
D O I
暂无
中图分类号
TP391.1 [文字信息处理]; G206 [传播理论];
学科分类号
050302 ; 081203 ; 0835 ;
摘要
Dear editor,With the rapid growth of social media platforms such as Twitter and Chinese Weibo, personalized services, such as recommendation and personalized advertising, provide more engaging experiences for the users. A prerequisite to personalized services is effective user profiling. However, many users do not want to share their profiles online due to
引用
收藏
页码:201 / 203
页数:3
相关论文
共 50 条
  • [1] Inferring user profiles in social media by joint modeling of text and networks
    Xu, Ruifeng
    Du, Jiachen
    Zhao, Zhishan
    He, Yulan
    Gao, Qinghong
    Gui, Lin
    [J]. SCIENCE CHINA-INFORMATION SCIENCES, 2019, 62 (11)
  • [2] Inferring user profiles in social media by joint modeling of text and networks
    Ruifeng Xu
    Jiachen Du
    Zhishan Zhao
    Yulan He
    Qinghong Gao
    Lin Gui
    [J]. Science China Information Sciences, 2019, 62
  • [3] Inferring User Interests on Social Media From Text and Images
    Cinar, Yagmur Gizem
    Zoghbi, Susana
    Moens, Marie-Francine
    [J]. 2015 IEEE INTERNATIONAL CONFERENCE ON DATA MINING WORKSHOP (ICDMW), 2015, : 1342 - 1347
  • [4] Inferring User Profiles in Online Social Networks Using a Partial Social Graph
    Dougnon, Raissa Yapan
    Fournier-Viger, Philippe
    Nkambou, Roger
    [J]. ADVANCES IN ARTIFICIAL INTELLIGENCE (AI 2015), 2015, 9091 : 84 - 99
  • [5] Inferring User Profiles in Online Social Networks Based on Convolutional Neural Network
    Li, Xiaoxue
    Cao, Yanan
    Shang, Yanmin
    Liu, Yanbing
    Tan, Jianlong
    Guo, Li
    [J]. KNOWLEDGE SCIENCE, ENGINEERING AND MANAGEMENT (KSEM 2017): 10TH INTERNATIONAL CONFERENCE, KSEM 2017, MELBOURNE, VIC, AUSTRALIA, AUGUST 19-20, 2017, PROCEEDINGS, 2017, 10412 : 274 - 286
  • [6] Deep recurrent convolutional networks for inferring user interests from social media
    Jaeyong Kang
    HongSeok Choi
    Hyunju Lee
    [J]. Journal of Intelligent Information Systems, 2019, 52 : 191 - 209
  • [7] Deep recurrent convolutional networks for inferring user interests from social media
    Kang, Jaeyong
    Choi, HongSeok
    Lee, Hyunju
    [J]. JOURNAL OF INTELLIGENT INFORMATION SYSTEMS, 2019, 52 (01) : 191 - 209
  • [8] User Features and Social Networks for Topic Modeling in Online Social Media
    Hu, Bo
    Song, Zhao
    Ester, Martin
    [J]. 2012 IEEE/ACM INTERNATIONAL CONFERENCE ON ADVANCES IN SOCIAL NETWORKS ANALYSIS AND MINING (ASONAM), 2012, : 202 - 209
  • [9] Inferring social network user profiles using a partial social graph
    Raïssa Yapan Dougnon
    Philippe Fournier-Viger
    Jerry Chun-Wei Lin
    Roger Nkambou
    [J]. Journal of Intelligent Information Systems, 2016, 47 : 313 - 344
  • [10] Inferring social network user profiles using a partial social graph
    Dougnon, Raissa Yapan
    Fournier-Viger, Philippe
    Lin, Jerry Chun-Wei
    Nkambou, Roger
    [J]. JOURNAL OF INTELLIGENT INFORMATION SYSTEMS, 2016, 47 (02) : 313 - 344