Acquaintance Recommending in Local World: Evolving Mechanisms of IM User Topology

被引：0
|
作者：
Yan, Qiang [1 ]
Huang, Xiaoyan [1 ]
机构：
[1] Beijing Univ Posts & Telecommun, Sch Econ & Management, Beijing 100088, Peoples R China
来源：
2008 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN AND CYBERNETICS (SMC), VOLS 1-6 | 2008年
关键词：
Instant messaging; acquaintance recommending; preferential attachment; local world; topology;
D O I：
10.1109/ICSMC.2008.4811261
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
Instant messaging (IM) has become increasingly popular in the past few years. An online survey was carried out to analyze IM users' behaviors. The results imply that the degree distribution of IM users doesn't follow power law characters. Based on the data analysis, a new evolving model for IM user topology is proposed which contains two main principles: preferential attachment in local world and acquaintance recommending. There is a good fitness for the simulation results to the actual data.
引用
收藏
页码：120 / 124
页数：5
相关论文
共 50 条
  • [1] A Topology Based on a Local World Evolving Model for PSO
    Ni, JiaCheng
    Li, Li
    Qiao, Fei
    ADVANCED RESEARCH ON INFORMATION SCIENCE, AUTOMATION AND MATERIAL SYSTEM, PTS 1-6, 2011, 219-220 : 1297 - 1300
  • [2] Topology properties of a weighted multi-local-world evolving network
    Dai, Meifeng
    Zhang, Danping
    Li, Lei
    CANADIAN JOURNAL OF PHYSICS, 2015, 93 (03) : 353 - 360
  • [3] Topology of evolving networks:: Local events and universality
    Albert, R
    Barabási, AL
    PHYSICAL REVIEW LETTERS, 2000, 85 (24) : 5234 - 5237
  • [4] Emergence of a small world from local interactions: Modeling acquaintance networks
    Davidsen, J
    Ebel, H
    Bornholdt, S
    PHYSICAL REVIEW LETTERS, 2002, 88 (12) : 4
  • [5] A local-world evolving network model
    Li, X
    Chen, GR
    PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2003, 328 (1-2) : 274 - 286
  • [6] A local-world evolving hypernetwork model
    Yang Guang-Yong
    Liu Jian-Guo
    CHINESE PHYSICS B, 2014, 23 (01)
  • [7] A local-world evolving hypernetwork model
    杨光勇
    刘建国
    Chinese Physics B, 2014, 23 (01) : 536 - 542
  • [8] Policykeeper: Recommending Proper Security Mechanisms based on the Severity of Vulnerability Considering User Experience
    Yang, Mutian
    Wu, Jingzheng
    Wu, Yanjun
    Wu, Zhifei
    2013 IEEE 7TH INTERNATIONAL CONFERENCE ON SOFTWARE SECURITY AND RELIABILITY - COMPANION (SERE-C), 2013, : 228 - 229
  • [9] The Local Optimum in Topology Optimization of Compliant Mechanisms
    Chen, Qi
    Zhang, Xianmin
    MECHANISM AND MACHINE SCIENCE, 2017, 408 : 621 - 632
  • [10] Evolving small-world networks of the local world with tunable clustering
    Wang, Jianwei
    Rong, Lili
    Zhang, Liang
    2008 ISECS INTERNATIONAL COLLOQUIUM ON COMPUTING, COMMUNICATION, CONTROL, AND MANAGEMENT, VOL 2, PROCEEDINGS, 2008, : 369 - 373
12345