Web Users Clustering by their Behaviour on the Network

被引：2
|
作者：
Turcanik, Michal [1 ]
机构：
[1] Armed Forces Acad Gen MR Stefanik, Dept Informat, Liptovsky Mikulas, Slovakia
来源：
PROCEEDINGS OF THE 2020 CONFERENCE ON NEW TRENDS IN SIGNAL PROCESSING (NTSP) | 2020年
关键词：
web users clustering; web access log; cyber security;
D O I：
10.1109/ntsp49686.2020.9229548
中图分类号：
TM [电工技术]; TN [电子技术、通信技术];
学科分类号：
0808 ; 0809 ;
摘要：
Aim of this paper is to analyse possibility of cluster users of a selected network on the base of their browsing behaviour. Source of information is web access log file which consist of all the important information. Paper presents idea of pre-processing of information from a web access log file and it also presents K-means clustering algorithm used for identification of user groups on the base of their behaviour on the internet. Presented methodology can be used in the area of cyber defence also for other tasks.
引用
收藏
页码：121 / 125
页数：5
相关论文
共 50 条
  • [31] Interval set clustering of web users with rough K-means
    Lingras, P
    West, C
    [J]. JOURNAL OF INTELLIGENT INFORMATION SYSTEMS, 2004, 23 (01) : 5 - 16
  • [32] Fuzzy C-means clustering of web users for educational sites
    Lingras, P
    Yan, R
    West, C
    [J]. ADVANCES IN ARTIFICIAL INTELLIGENCE, PROCEEDINGS, 2003, 2671 : 557 - 562
  • [33] Interval Set Clustering of Web Users with Rough K-Means
    Pawan Lingras
    Chad West
    [J]. Journal of Intelligent Information Systems, 2004, 23 : 5 - 16
  • [34] Web users' classification using fuzzy neural network
    Yuan, F
    Wu, HR
    Yu, G
    [J]. KNOWLEDGE-BASED INTELLIGENT INFORMATION AND ENGINEERING SYSTEMS, PT 1, PROCEEDINGS, 2004, 3213 : 1030 - 1036
  • [35] Method for detecting abnormal behaviour of users based on selective clustering ensemble
    Du, Juan
    Xie, Ping
    Zhu, Junlong
    Zheng, Ruijuan
    Wu, Qingtao
    Zhang, Mingchuan
    [J]. IET NETWORKS, 2018, 7 (02) : 85 - 90
  • [36] Automatic Clustering of User Behaviour Profiles for Web Recommendation System
    Sadesh, S.
    Khalaf, Osamah Ibrahim
    Shorfuzzaman, Mohammad
    Alsufyani, Abdulmajeed
    Sangeetha, K.
    Uddin, Mueen
    [J]. INTELLIGENT AUTOMATION AND SOFT COMPUTING, 2023, 35 (03): : 3365 - 3384
  • [37] Hybrid Neural Network Model for Web Document Clustering
    Hemalatha, M.
    Srinivas, Sathya D.
    [J]. 2009 SECOND INTERNATIONAL CONFERENCE ON THE APPLICATIONS OF DIGITAL INFORMATION AND WEB TECHNOLOGIES (ICADIWT 2009), 2009, : 531 - +
  • [38] Web document clustering using a hybrid neural network
    Khan, MS
    Khor, SW
    [J]. APPLIED SOFT COMPUTING, 2004, 4 (04) : 423 - 432
  • [39] Web Clustering Search Strategy in Local Area Network
    Liu, Jinsong
    Qin, Xinying
    [J]. 2011 INTERNATIONAL CONFERENCE ON ELECTRONICS, COMMUNICATIONS AND CONTROL (ICECC), 2011, : 2390 - 2392
  • [40] Modelling the Psychographic Behaviour of Users Using Ontologies in Web Marketing Services
    Rodriguez Rodriguez, Abraham
    Iglesias Garcia, Nicolas
    Maria Quinteiro-Gonzalez, Jose
    [J]. COMPUTER AIDED SYSTEMS THEORY - EUROCAST 2011, PT I, 2012, 6927 : 121 - 128
12345