A Multi-agent Framework for the Analysis of Users Behavior over Time in On-Line Social Networks

被引:2
|
作者
del Val, E. [1 ]
Martinez, C. [1 ]
Botti, V. [1 ]
机构
[1] Univ Politecn Valencia, Valencia, Spain
来源
10TH INTERNATIONAL CONFERENCE ON SOFT COMPUTING MODELS IN INDUSTRIAL AND ENVIRONMENTAL APPLICATIONS | 2015年 / 368卷
关键词
D O I
10.1007/978-3-319-19719-7_17
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The number of people using on-line social networks as a new way of communication is continually increasing. The messages that a user writes in these networks and his/her interactions with other users leave a digital trace that is recorded. In order to understand what is going on in these virtual environments, it is necessary to use systems that collect, process, and analyze the information generated. Currently, there are tools that analyze all the information related to an on-line event once the event finished or on a specific point of time (i.e., without considering the evolution of users' actions during the event). In this article, we present a multi-agent system (MAS) that deals with the analysis of the evolution of users' interactions in events on on-line social networks during a period of time. The system offers a complete vision of what is happening in an event. We evaluated its functionality through the analysis of a set of events on Twitter.
引用
收藏
页码:191 / 201
页数:11
相关论文
共 50 条
  • [11] Application of Multi-Agent Theory in Social Networks
    Zhou, Jian
    Cai, Ning
    Li, Yanjun
    PROCEEDINGS OF THE 2016 6TH INTERNATIONAL CONFERENCE ON MANAGEMENT, EDUCATION, INFORMATION AND CONTROL (MEICI 2016), 2016, 135 : 837 - 840
  • [12] Multi-agent Robust Time Differential Reinforcement Learning over communicated networks
    Li, Jiahong
    Ma, Nan
    Han, Xiangmin
    2018 37TH CHINESE CONTROL CONFERENCE (CCC), 2018, : 7221 - 7225
  • [13] Multi-Agent Framework for Resilience Enhancement over a WSAN
    Januario, Fabio
    Cardoso, Alberto
    Gil, Paulo
    2018 15TH INTERNATIONAL CONFERENCE ON ELECTRICAL ENGINEERING/ELECTRONICS, COMPUTER, TELECOMMUNICATIONS AND INFORMATION TECHNOLOGY (ECTI-CON), 2018, : 114 - 117
  • [14] Brick&Mortar: an on-line multi-agent exploration algorithm
    Ferranti, Ettore
    Trigoni, Niki
    Levene, Mark
    PROCEEDINGS OF THE 2007 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION, VOLS 1-10, 2007, : 761 - 767
  • [15] Multi-agent simulation applied to on-line music distribution market
    López-Sánchez, M
    Noria, X
    Rodríguez, JA
    Gilbert, N
    Schuster, S
    PROCEEDINGS OF THE FOURTH INTERNATIONAL CONFERENCE ON WEB DELIVERING OF MUSIC, 2004, : 151 - 154
  • [16] A Framework for Robust Synchronization in Heterogeneous Multi-Agent Networks
    Lovisari, Enrico
    Jonsson, Ulf T.
    2011 50TH IEEE CONFERENCE ON DECISION AND CONTROL AND EUROPEAN CONTROL CONFERENCE (CDC-ECC), 2011, : 7268 - 7274
  • [17] Fixed-time consensus of multi-agent systems over undirected networks
    Wang, Qingling
    Wang, Yuanda
    PROCEEDINGS OF THE 35TH CHINESE CONTROL CONFERENCE 2016, 2016, : 7775 - 7779
  • [18] Research on application of multi-agent system in on-line learning system
    Qi, Yuedou
    2007 International Symposium on Computer Science & Technology, Proceedings, 2007, : 1139 - 1142
  • [19] On-line transient stability enhancement using multi-agent technique
    Karady, GG
    Daoud, AA
    Mohamed, MA
    2002 IEEE POWER ENGINEERING SOCIETY WINTER MEETING, VOLS 1 AND 2, CONFERENCE PROCEEDINGS, 2002, : 893 - 899
  • [20] Multi-agent Based Forensic Analysis Framework for Infrastructures Involving Storage Networks
    Muhammad Naeem Ahmed Khan
    Proceedings of the National Academy of Sciences, India Section A: Physical Sciences, 2019, 89 : 291 - 309