Limiting the spread of misinformation in social networks

C Budak, D Agrawal, A El Abbadi - Proceedings of the 20th international …, 2011 - dl.acm.org
… that will minimize the devastating effects of a misinformation campaign. For instance in the …
social network hear about the correct information before the bad one, making social networks

Misinformation in online social networks: Detect them all with a limited budget

H Zhang, MA Alim, X Li, MT Thai… - ACM Transactions on …, 2016 - dl.acm.org
misinformation-detection problem for the case where the knowledge about misinformation
… Furthermore, considering node vulnerability, we aim to detect the misinformation reaching …

Contrasting the spread of misinformation in online social networks

M Amoruso, D Anello, V Auletta, R Cerulli… - Journal of Artificial …, 2020 - jair.org
… spread of misinformation over online social networks. … misinformation among the subset
of users that have been reached by it. In the second step, assuming to know the misinformation

Sources of misinformation in online social networks: Who to suspect?

DT Nguyen, NP Nguyen, MT Thai - MILCOM 2012-2012 IEEE …, 2012 - ieeexplore.ieee.org
Online Social Networks (OSNs) have recently emerged as one of the most effective channels
for information sharing and discovery due to their ability of allowing users to read and …

Detecting misinformation in social networks using provenance data

MJ Baeth, MS Aktas - Concurrency and Computation: Practice …, 2019 - Wiley Online Library
… methodology for misinformation detection on social networks. … First, the proposed methodology
introduces a misinformation … of misinformation is tied to individual social network users, …

Detecting misinformation in online social networks before it is too late

H Zhang, A Kuhnle, H Zhang… - … in Social Networks …, 2016 - ieeexplore.ieee.org
While online social networksmisinformation propagation make its timely detection very
imperative. An important question is how many monitors are required to detect all misinformation

Deep learning for misinformation detection on online social networks: a survey and new perspectives

MR Islam, S Liu, X Wang, G Xu - Social Network Analysis and Mining, 2020 - Springer
… or rumors can mislead users into believing misinformation. … of misinformation in social
networks has become a global risk. Therefore, misinformation detection (MID) in social networks

Minimizing the spread of misinformation in online social networks: A survey

A Zareie, R Sakellariou - Journal of Network and Computer Applications, 2021 - Elsevier
… In this paper, the term misinformation is used as a general term to refer to any false or … social
networks intentionally or unintentionally. Confronting misinformation in social networks has …

Minimizing misinformation profit in social networks

T Chen, W Liu, Q Fang, J Guo… - … on Computational Social …, 2019 - ieeexplore.ieee.org
… by misinformation as profit minimization of misinformation (PMM). Given a social network
profit associated with each edge, and a misinformation seed set, the PMM problem aims to …

Fact-checking effect on viral hoaxes: A model of misinformation spread in social networks

M Tambuscio, G Ruffo, A Flammini… - Proceedings of the 24th …, 2015 - dl.acm.org
… To explore whether the network topology plays a role in the persistence of infections, as it …
on different types of networks: random, scale-free, and a real social network from Facebook. In …