Beating Social Pulse: Understanding Information Propagation via Online Social Tagging Systems

被引:0
|
作者
Pham, Xuan Hau [1 ]
Jung, Jason J. [1 ]
Hwang, Dosam [1 ]
机构
[1] Yeungnam Univ, Dept Comp Engn, Gyongsan, South Korea
关键词
Social pulse; Social tagging; Information propagation; Inducibility; SERVICES; NETWORKS;
D O I
暂无
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
Social media (e.g., Twitter and FaceBook) have been one of the most popular online communication channels to share information among users. It means the users can give (and have) cognitive influences to (and from) the others. Thus, it is important for many online collaborative applications to understand how the information can be propagated via such social media. In this paper, we focus on a social tagging system where users can easily exchange resources as well as their tags with other users. Given a certain tag from a temporal folksonomy, the social pulse can be established by counting the number of users (or resources). Particularly, we can discover meaningful relationship between tags by computing inducibility. To conduct experimentation, a tag search system has been implemented to collect a dataset from Flickr.
引用
收藏
页码:1022 / 1031
页数:10
相关论文
共 50 条
  • [41] On the Leakage of Personally Identifiable Information Via Online Social Networks
    Krishnamurthy, Balachander
    Wills, Craig E.
    [J]. ACM SIGCOMM COMPUTER COMMUNICATION REVIEW, 2010, 40 (01) : 112 - 117
  • [42] Modeling for Information Diffusion in Online Social Networks via Hydrodynamics
    Hu, Ying
    Song, Rachel Jeungeun
    Chen, Min
    [J]. IEEE ACCESS, 2017, 5 : 128 - 135
  • [43] Group Recommendation in Social Tagging Systems by Consistent Utilization of Items and Tags Information
    Wang, Xiaofang
    Zhao, Xiuyang
    Zhou, Jin
    Xu, Ming
    [J]. IEEE ICCSS 2016 - 2016 3RD INTERNATIONAL CONFERENCE ON INFORMATIVE AND CYBERNETICS FOR COMPUTATIONAL SOCIAL SYSTEMS (ICCSS), 2016, : 261 - 266
  • [44] On the Leakage of Personally Identifiable Information Via Online Social Networks
    Krishnamurthy, Balachander
    Wills, Craig E.
    [J]. 2ND ACM SIGCOMM WORKSHOP ON ONLINE SOCIAL NETWORKS (WOSN 09), 2009, : 7 - 12
  • [45] On Kernel Information Propagation for Tag Clustering in Social Annotation Systems
    Xu, Guandong
    Zong, Yu
    Pan, Rong
    Dolog, Peter
    Jin, Ping
    [J]. KNOWLEDGE-BASED AND INTELLIGENT INFORMATION AND ENGINEERING SYSTEMS, PT II: 15TH INTERNATIONAL CONFERENCE, KES 2011, 2011, 6882 : 505 - 514
  • [46] Malware Propagation in Online Social Networks
    Faghani, Mohammad Reza
    Saidi, Hossein
    [J]. 2009 4TH INTERNATIONAL CONFERENCE ON MALICIOUS AND UNWANTED SOFTWARE (MALWARE 2009), 2009, : 8 - +
  • [47] Understanding Social Systems?
    Maturana, Humberto R.
    [J]. CONSTRUCTIVIST FOUNDATIONS, 2014, 9 (02): : 187 - 188
  • [48] Evolutionary Game Model of Public Opinion Information Propagation in Online Social Networks
    Wang, Jiakun
    Wang, Xinhua
    Fu, Li
    [J]. IEEE ACCESS, 2020, 8 : 127732 - 127747
  • [49] Novel competitive information propagation macro mathematical model in online social network
    He, Daobing
    Liu, Xiaoyang
    [J]. JOURNAL OF COMPUTATIONAL SCIENCE, 2020, 41
  • [50] Exploring Social Relations for Personalized Tag Recommendation in Social Tagging Systems
    Liu, Kaipeng
    Fang, Binxing
    Zhang, Weizhe
    [J]. IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS, 2011, E94D (03) : 542 - 551