Behavior modeling of internet water army in online forums
Ke Zeng1; Xiao Wang2; Qingpeng Zhang3; Xinzhan Zhang4; Fei-Yue Wang2
2014
Conference Name19th World Congress of the International Federation of Automatic Control
Source PublicationIFAC World Congress
Pages9858-9863
Conference DateAug. 24-29. 2014
Conference PlaceCape Town, South Africa
Abstract
; The behavior patterns and strategies of Internet Water Army in online forums are investigated in this paper. Internet Water Army focuses on the controlling and steering of cyber collective opinions, and adjusts their behavior according to two principles: to avoid being exposed and to increase the ability to exert influence. To study how the ability of Internet Water Army to exert influence, we construct a multiagent system with coevolution of topics and cyber collective behaviors and design the behavior patterns and strategies of Internet Water Army. Based on synthetic data and real data, we find that Internet Water Army dynamically adjusts their behavior strategy to maximize their influence and the effectiveness of strategy of Internet Water Army is closely related to the features of the users. Our work sheds insight on the design of viral marketing mechanism in e-commerce systems as well as on guiding collective behaviors in social media. 
KeywordInternet Water Army Multi-agent Modeling Cyber Behavior Dynamics
Indexed ByEI
Language英语
Document Type会议论文
Identifierhttp://ir.ia.ac.cn/handle/173211/5108
Collection复杂系统管理与控制国家重点实验室_先进控制与自动化
Affiliation1.The School of Electronic and Information Engineering, Xi'an Jiaotong University
2.The State Key Laboratory of Management and Control for Complex Systems, Institute of Automation, Chinese Academy of Sciences
3.the Department of Systems Engineering and Engineering Management, City University of Hong Kong
4.Software Engineering, Xi'an Jiaotong University
Recommended Citation
GB/T 7714
Ke Zeng,Xiao Wang,Qingpeng Zhang,et al. Behavior modeling of internet water army in online forums[C],2014:9858-9863.
Files in This Item: Download All
File Name/Size DocType Version Access License
Behavior Modeling of(650KB)会议论文 开放获取CC BY-NC-SAView Download
Related Services
Recommend this item
Bookmark
Usage statistics
Export to Endnote
Google Scholar
Similar articles in Google Scholar
[Ke Zeng]'s Articles
[Xiao Wang]'s Articles
[Qingpeng Zhang]'s Articles
Baidu academic
Similar articles in Baidu academic
[Ke Zeng]'s Articles
[Xiao Wang]'s Articles
[Qingpeng Zhang]'s Articles
Bing Scholar
Similar articles in Bing Scholar
[Ke Zeng]'s Articles
[Xiao Wang]'s Articles
[Qingpeng Zhang]'s Articles
Terms of Use
No data!
Social Bookmark/Share
File name: Behavior Modeling of Internet Water Army in Online Forums.pdf
Format: Adobe PDF
All comments (0)
No comment.
 

Items in the repository are protected by copyright, with all rights reserved, unless otherwise indicated.