Users and Bots behaviour analysis in Blockchain Social Media

被引:11
|
作者
Guidi, Barbara [1 ]
Michienzi, Andrea [1 ]
机构
[1] Univ Pisa, Dept Comp Sci, Pisa, Italy
关键词
Blockchain Social Media; Online Social Networks; Decentralization; User's behavioural analysis; Blockchain; Bot detection;
D O I
10.1109/SNAMS52053.2020.9336553
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Today, Online Social Networks (OSNs) represent an important communication channel in the daily life of many people in the world. OSNs are platforms where people are encouraged to interact, consume, generate, and share content with other users by establishing connections. However, they have several important issues, such as privacy and fake news, which have been the input to exploit new decentralized solution. Blockchain-based Online Social Media are decentralized Social Media where the Blockchain technology is used to reward users for their social activity. Several BOSMs have been proposed, however, their real benefits are still unknown, as is the behaviour of malicious users, such as bots and trolls. This paper proposes an analysis of the social behaviour of users and bots in Blockchain-based Online Social Media in order to highlight features that can be used in bots detection techniques. We consider Steemit as a case study because it is the most representative platform of its kind. Results show that bots are on average much more active than human users, thus suggesting that bots can be outlined using publicly available features.
引用
收藏
页码:93 / 100
页数:8
相关论文
共 50 条
  • [21] Neutral bots probe political bias on social media
    Chen, Wen
    Pacheco, Diogo
    Yang, Kai-Cheng
    Menczer, Filippo
    NATURE COMMUNICATIONS, 2021, 12 (01)
  • [22] Characterizing the role of bots’ in polarized stance on social media
    Abeer Aldayel
    Walid Magdy
    Social Network Analysis and Mining, 2022, 12
  • [23] Social Bots and the Spread of Disinformation in Social Media: The Challenges of Artificial Intelligence
    Hajli, Nick
    Saeed, Usman
    Tajvidi, Mina
    Shirazi, Farid
    BRITISH JOURNAL OF MANAGEMENT, 2022, 33 (03) : 1238 - 1253
  • [24] Influence of Privacy Fatigue of Social Media Users on Their Privacy Protection Disengagement Behaviour-A PSM based Analysis
    Zhang, Xiaojuan
    Tian, Xinluan
    Han, Yuxin
    JOURNAL OF INTEGRATED DESIGN & PROCESS SCIENCE, 2021, 25 (01) : 78 - 92
  • [25] Systematic Literature Review of Social Media Bots Detection Systems
    Ellaky, Zineb
    Benabbou, Faouzia
    Ouahabi, Sara
    JOURNAL OF KING SAUD UNIVERSITY-COMPUTER AND INFORMATION SCIENCES, 2023, 35 (05)
  • [26] Uncovering Social Media Bots: a Transparency-focused Approach
    Santos, Eric F.
    Carvalho, Danilo S.
    Ruback, Livia
    Oliveira, Jonice
    COMPANION OF THE WORLD WIDE WEB CONFERENCE (WWW 2019 ), 2019, : 545 - 552
  • [27] Experimental Evaluation: Can Humans Recognise Social Media Bots?
    Kolomeets, Maxim
    Tushkanova, Olga
    Desnitsky, Vasily
    Vitkova, Lidia
    Chechulin, Andrey
    BIG DATA AND COGNITIVE COMPUTING, 2024, 8 (03)
  • [28] Exploring the climate change discourse on Chinese social media and the role of social bots
    Ji, Jiaojiao
    Hu, Ting
    Chen, Zihang
    Zhu, Mengxiao
    ASIAN JOURNAL OF COMMUNICATION, 2024, 34 (01) : 109 - 128
  • [30] Hateful people or hateful bots? Detection and characterization of bots spreading religious hatred in Arabic social media
    Albadi N.
    Kurdi M.
    Mishra S.
    Proceedings of the ACM on Human-Computer Interaction, 2019, 3 (CSCW):