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Large-scale manipulations on social media have two important characteristics: (i) use of propaganda to influence others, and (ii) adoption of coordinated behavior to spread it and to amplify its impact. Despite the connection between them,…

社会与信息网络 · 计算机科学 2022-05-24 Kristina Hristakieva , Stefano Cresci , Giovanni Da San Martino , Mauro Conti , Preslav Nakov

Coordinated campaigns are used to influence and manipulate social media platforms and their users, a critical challenge to the free exchange of information online. Here we introduce a general, unsupervised network-based methodology to…

社会与信息网络 · 计算机科学 2021-04-09 Diogo Pacheco , Pik-Mai Hui , Christopher Torres-Lugo , Bao Tran Truong , Alessandro Flammini , Filippo Menczer

Coordination is a fundamental aspect of life. The advent of social media has made it integral also to online human interactions, such as those that characterize thriving online communities and social movements. At the same time,…

社会与信息网络 · 计算机科学 2026-04-13 Lorenzo Mannocci , Michele Mazza , Anna Monreale , Maurizio Tesconi , Stefano Cresci

In the intricate landscape of social media, genuine content dissemination may be altered by a number of threats. Coordinated Behavior (CB), defined as orchestrated efforts by entities to deceive or mislead users about their identity and…

社会与信息网络 · 计算机科学 2024-10-07 Edoardo Loru , Matteo Cinelli , Maurizio Tesconi , Walter Quattrociocchi

The prevalence of coordinated information campaigns in social media platforms has significant negative consequences across various domains, including social, political, and economic processes. This paper proposes a multifaceted framework…

社会与信息网络 · 计算机科学 2023-09-25 Kin Wai Ng , Adriana Iamnitchi

Coordinated information operations remain a persistent challenge on social media, despite platform efforts to curb them. While previous research has primarily focused on identifying these operations within individual platforms, this study…

社会与信息网络 · 计算机科学 2025-04-25 Federico Cinus , Marco Minici , Luca Luceri , Emilio Ferrara

The study of coordinated manipulation of conversations on social media has become more prevalent as social media's role in amplifying misinformation, hate, and polarization has come under scrutiny. We discuss the implications of successful…

社会与信息网络 · 计算机科学 2021-06-08 Thomas Magelinski , Lynnette Hui Xian Ng , Kathleen M. Carley

In the era of widespread online content consumption, effective detection of coordinated efforts is crucial for mitigating potential threats arising from information manipulation. Despite advances in isolating inauthentic and automated…

社会与信息网络 · 计算机科学 2025-12-23 Letizia Iannucci , Elisa Muratore , Antonis Matakos , Mikko Kivelä

Online manipulation of information has become more prevalent in recent years as state-sponsored disinformation campaigns seek to influence and polarize political topics through massive coordinated efforts. In the process, these efforts…

社会与信息网络 · 计算机科学 2020-09-08 Luis Vargas , Patrick Emami , Patrick Traynor

Political misinformation, astroturfing and organised trolling are online malicious behaviours with significant real-world effects. Many previous approaches examining these phenomena have focused on broad campaigns rather than the small…

社会与信息网络 · 计算机科学 2022-02-28 Derek Weber , Frank Neumann

The proliferation of misinformation and disinformation on social media networks has become increasingly concerning. With a significant portion of the population using social media on a regular basis, there are growing efforts by malicious…

社会与信息网络 · 计算机科学 2024-07-17 Isura Manchanayaka , Zainab Zaidi , Shanika Karunasekera , Christopher Leckie

Coordinated groups of user accounts working together in online social media can be used to manipulate the online discourse and thus is an important area of study. In this study, we work towards a general theory of coordination. There are…

社会与信息网络 · 计算机科学 2022-06-22 Lynnette Hui Xian Ng , Kathleen M. Carley

Social media platforms have become key tools for coordinated influence operations, enabling state actors to manipulate public opinion through strategic, collective actions. While previous research has suggested collaboration between states,…

社会与信息网络 · 计算机科学 2025-02-25 Valeria Pantè , David Axelrod , Alessandro Flammini , Filippo Menczer , Emilio Ferrara , Luca Luceri

Large-scale online campaigns, malicious or otherwise, require a significant degree of coordination among participants, which sparked interest in the study of coordinated online behavior. State-of-the-art methods for detecting coordinated…

社会与信息网络 · 计算机科学 2024-05-10 Serena Tardelli , Leonardo Nizzoli , Maurizio Tesconi , Mauro Conti , Preslav Nakov , Giovanni Da San Martino , Stefano Cresci

Research on online coordinated behaviour has predominantly focused on text-based social media platforms. However, the rise of video-first platforms such as TikTok introduces distinct challenges. The multimodal nature of video posts,…

社会与信息网络 · 计算机科学 2025-10-29 Inga K. Wohlert , Davide Vega , Matteo Magnani , Alexandra Segerberg

The rapid growth of social media presents a unique opportunity to study coordinated agent behavior in an unfiltered environment. Online processes often exhibit complex structures that reflect the nature of the user behavior, whether it is…

社会与信息网络 · 计算机科学 2025-06-17 Anna Kalenkova , Lewis Mitchell , Ethan Johnson

Coordinated online behavior, which spans from beneficial collective actions to harmful manipulation such as disinformation campaigns, has become a key focus in digital ecosystem analysis. Traditional methods often rely on monomodal…

社会与信息网络 · 计算机科学 2026-02-16 Lorenzo Mannocci , Stefano Cresci , Matteo Magnani , Anna Monreale , Maurizio Tesconi

Computational propaganda deploys social or political bots to try to shape, steer and manipulate online public discussions and influence decisions. Collective behaviour of populations of social bots has not been yet widely studied, though…

物理与社会 · 物理学 2017-06-02 Andrej Duh , Marjan Slak Rupnik , Dean Korošak

Complex systems show the capacity to aggregate information and to display coordinated activity. In the case of social systems the interaction of different individuals leads to the emergence of norms, trends in political positions, opinions,…

物理与社会 · 物理学 2016-04-25 Toni Pérez , Jordi Zamora , Víctor M. Eguíluz

Recent events have led to a burgeoning awareness on the misuse of social media sites to affect political events, sway public opinion, and confuse the voters. Such serious, hostile mass manipulation has motivated a large body of works on…

社会与信息网络 · 计算机科学 2020-09-03 Junhao Wang , Sacha Levy , Ren Wang , Aayushi Kulshrestha , Reihaneh Rabbany
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