Data Mining and Social Web Semantics: A Case Study on the Use of Hashtags and Memes in Online Social Networks

被引:5
|
作者
Pinto, P. [1 ]
Theodoro, I. [4 ]
Arrais, M. [2 ]
Oliveira, J. [3 ]
机构
[1] Univ Fed Rio de Janeiro, Ciencias Matemat & Terra Habilitacao Anal Suporte, Rio de Janeiro, Brazil
[2] Univ Fed Rio de Janeiro, Rio de Janeiro, Brazil
[3] Univ Fed Rio de Janeiro, Dept Ciencia Computacao, Rio de Janeiro, Brazil
[4] UFRL, Rio De Janeiro, Brazil
关键词
Social Networking; Facebook; Twitter; Semantics; Meme; Hashtag; Indexing;
D O I
10.1109/TLA.2017.8071088
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This research is derived from the works "Comportamento das Hashtags Durante Grandes Eventos (2016)" and "Enriquecimento Semantico de Imagens Divulgadas em Redes Sociais On-line (2016)", both presented in VII WAIHCWS - Workshop on Aspects of Human-Computer Interaction for The Social Web, which was held at IHC 2016. The study demonstrates the convergence between social, behavioral and trends aspects for communication through Social Networking Online (SNO). The work consolidates the methodology, data analysis and results of the two surveys that worked with social networks Facebook and Twitter respectively.
引用
收藏
页码:2276 / 2281
页数:6
相关论文
共 50 条
  • [1] Mining social semantics on the social web
    Hotho, Andreas
    Jaschke, Robert
    Lerman, Kristina
    [J]. SEMANTIC WEB, 2017, 8 (05) : 623 - 624
  • [2] social networks and social Web mining
    Xu, Guandong
    Yu, Jeffrey
    Lee, Wookey
    [J]. WORLD WIDE WEB-INTERNET AND WEB INFORMATION SYSTEMS, 2013, 16 (5-6): : 541 - 544
  • [3] Counter Terrorism on Online Social Networks Using Web Mining Techniques
    Ali, Fawad
    Khan, Farhan Hassan
    Bashir, Saba
    Ahmad, Uzair
    [J]. INTELLIGENT TECHNOLOGIES AND APPLICATIONS, INTAP 2018, 2019, 932 : 240 - 250
  • [4] Guest editorial: social networks and social Web mining
    Guandong Xu
    Jeffrey Yu
    Wookey Lee
    [J]. World Wide Web, 2013, 16 : 541 - 544
  • [5] Data mining in social networks
    Jensen, D
    Neville, J
    [J]. DYNAMIC SOCIAL NETWORK MODELING AND ANALYSIS, 2003, : 289 - 302
  • [6] A Case Study on Mining Social Media Data
    Chan, H. K.
    Lacka, E.
    Yee, R. W. Y.
    Lim, M. K.
    [J]. 2014 IEEE INTERNATIONAL CONFERENCE ON INDUSTRIAL ENGINEERING AND ENGINEERING MANAGEMENT (IEEM), 2014, : 593 - 596
  • [7] Hashtags and followers An experimental study of the online social network Twitter
    Martin, Eva Garcia
    Lavesson, Niklas
    Doroud, Mina
    [J]. SOCIAL NETWORK ANALYSIS AND MINING, 2016, 6 (01)
  • [8] Modeling the co-diffusion of competing memes in online social networks
    He, Saike
    Zhang, Weiguang
    Luo, Jun
    Zhang, Peijie
    Zhao, Kang
    Zeng, Daniel Dajun
    [J]. DECISION SUPPORT SYSTEMS, 2024, 187
  • [9] A Study on the Characteristics of Data Traffic of Online Social Networks
    Ding, Shengyong
    Lai, Kunfeng
    Wang, Dan
    [J]. 2011 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC), 2011,
  • [10] Mining Graphlet Counts in Online Social Networks
    Chen, Xiaowei
    Lui, John C. S.
    [J]. 2016 IEEE 16TH INTERNATIONAL CONFERENCE ON DATA MINING (ICDM), 2016, : 71 - 80