Tales of twin forums on the dark and surface web: social interactions and user sustainability in anonymous online communities

The Dark Web provides a technically anonymous environment, yet users must still manage their online behaviors to maintain social anonymity within communities. Such dynamics may influence continued participation. In this study, we use a computational approach to examine social behaviors on the Dark Web and their impact on user sustainability. Our results indicate that the strength of social interactions is lower on the Dark Web than on the Surface Web, while emotional valence is generally more positive. Moreover, strong social interactions and negative feedback are associated with reduced prolonged participation on the Dark Web, contrasting with their role in promoting user sustainability on the Surface Web. These findings suggest that Dark Web users, who typically engage with clear task-oriented goals, may exhibit benevolence toward peers through restrained social activity, yet maintain relatively tenuous connections to the broader community.

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Publication Details

Journal
EPJ Data Science
Published
2025-12-23
DOI
https://doi.org/10.1140/epjds/s13688-025-00614-1
Primary Topic
Cybercrime and Law Enforcement Studies
Type
article
Field-Weighted Citation Impact
0.00
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article

Tales of twin forums on the dark and surface web: social interactions and user sustainability in anonymous online communities

Zhicong Chen, Xiao Fan Liu
EPJ Data Science
Cybercrime and Law Enforcement Studies
article

Tales of twin forums on the dark and surface web: social interactions and user sustainability in anonymous online communities

Zhicong Chen, Xiao Fan Liu
article en

Abstract

The Dark Web provides a technically anonymous environment, yet users must still manage their online behaviors to maintain social anonymity within communities. Such dynamics may influence continued participation. In this study, we use a computational approach to examine social behaviors on the Dark Web and their impact on user sustainability. Our results indicate that the strength of social interactions is lower on the Dark Web than on the Surface Web, while emotional valence is generally more positive. Moreover, strong social interactions and negative feedback are associated with reduced prolonged participation on the Dark Web, contrasting with their role in promoting user sustainability on the Surface Web. These findings suggest that Dark Web users, who typically engage with clear task-oriented goals, may exhibit benevolence toward peers through restrained social activity, yet maintain relatively tenuous connections to the broader community.

EPJ Data ScienceVol. 15(1)
National University of Singapore (SG), City University of Hong Kong (HK)
Life in Land
Openalex Percentile: Top 25%
Cybercrime and Law Enforcement Studies
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