A survey of tools for social network analysis

被引：7
作者：
Rani P. [1 ]
Shokeen J. [2 ]
机构：
[1] Department of Computer Engineering, Netaji Subhas University of Technology, Delhi
[2] Department of CSE, University Institute of Engineering and Technology, Maharshi Dayanand University, Haryana, Rohtak
来源：
Shokeen, Jyoti (jyotishokeen12@gmail.com) | 1600年 / Inderscience Publishers卷 / 16期
关键词：
SNA; Social network analysis; Social network tools; Social network visualisation; Social networks;
D O I：
10.1504/IJWET.2021.119879
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
Social networking sites contain large amounts of data about users and their relationship with each other. This data is huge, noisy and unstructured, due to which it is necessary to mine the data to extract useful information. To interpret various network features and analyse the results visually or numerically, there are many tools for social network analysis and visualisation. The selection of a suitable tool to perform a specific work is an arduous task. This paper discusses various tools used in the analysis of social networks. It also gives a brief overview of few popular languages for social network analysis. We give a comprehensive comparison of social network analysis tools based on different parameters. We also perform experiments on these tools to evaluate their computational speed and scalability. Copyright © 2021 Inderscience Enterprises Ltd.
引用
收藏
页码：189 / 216
页数：27
相关论文
共 50 条
  • [21] Beyond Fact-Checking: Network Analysis Tools for Monitoring Disinformation in Social Media
    Guarino, Stefano
    Trino, Noemi
    Chessa, Alessandro
    Riotta, Gianni
    COMPLEX NETWORKS AND THEIR APPLICATIONS VIII, VOL 1, 2020, 881 : 436 - 447
  • [22] The four dimensions of social network analysis: An overview of research methods, applications, and software tools
    Camacho, David
    Panizo-LLedot, Angel
    Bello-Orgaz, Gema
    Gonzalez-Pardo, Antonio
    Cambria, Erik
    INFORMATION FUSION, 2020, 63 : 88 - 120
  • [23] Using Social Network Analysis to Identify Key Hackers for Keylogging Tools in Hacker Forums
    Samtani, Sagar
    Chen, Hsinchun
    IEEE INTERNATIONAL CONFERENCE ON INTELLIGENCE AND SECURITY INFORMATICS: CYBERSECURITY AND BIG DATA, 2016, : 319 - 321
  • [24] Journals publishing social network analysis
    Daria Maltseva
    Vladimir Batagelj
    Scientometrics, 2021, 126 : 3593 - 3620
  • [25] Journals publishing social network analysis
    Maltseva, Daria
    Batagelj, Vladimir
    SCIENTOMETRICS, 2021, 126 (04) : 3593 - 3620
  • [26] A survey on influence maximization in a social network
    Banerjee, Suman
    Jenamani, Mamata
    Pratihar, Dilip Kumar
    KNOWLEDGE AND INFORMATION SYSTEMS, 2020, 62 (09) : 3417 - 3455
  • [27] A survey on influence maximization in a social network
    Suman Banerjee
    Mamata Jenamani
    Dilip Kumar Pratihar
    Knowledge and Information Systems, 2020, 62 : 3417 - 3455
  • [28] A survey of data mining and social network analysis based anomaly detection techniques
    Kaur, Ravneet
    Singh, Sarbjeet
    EGYPTIAN INFORMATICS JOURNAL, 2016, 17 (02) : 199 - 216
  • [29] Social network analysis of self-taught e-learning communities
    Laghos, Andrew
    Zaphiris, Panayiotis
    INTERNATIONAL JOURNAL OF KNOWLEDGE AND LEARNING, 2007, 3 (4-5) : 465 - 482
  • [30] A Social Network Analysis of the Literature on Management Control
    Euske, Kenneth J.
    Hesford, James W.
    Malina, Mary A.
    JOURNAL OF MANAGEMENT ACCOUNTING RESEARCH, 2011, 23 (01) : 259 - 283
12345