Detection and resolution of rumours in social media: A survey

A Zubiaga, A Aker, K Bontcheva, M Liakata… - Acm Computing Surveys …, 2018 - dl.acm.org
Despite the increasing use of social media platforms for information and news gathering, its
unmoderated nature often leads to the emergence and spread of rumours, ie, items of …

Credbank: A large-scale social media corpus with associated credibility annotations

T Mitra, E Gilbert - Proceedings of the international AAAI conference on …, 2015 - ojs.aaai.org
Social media has quickly risen to prominence as a news source, yet lingering doubts remain
about its ability to spread rumor and misinformation. Systematically studying this …

Interplay of rumor propagation and clarification on social media during crisis events-A game-theoretic approach

P Agarwal, R Al Aziz, J Zhuang - European Journal of Operational …, 2022 - Elsevier
For a rapid dissemination of information during crisis events, official agencies and disaster
relief organizations have been utilizing social media platforms, which are susceptible to …

China's “fake news” problem: Exploring the spread of online rumors in the government-controlled news media

L Guo - Digital journalism, 2020 - Taylor & Francis
This study examines the “fake news” problem in China where the media environment is
tightly controlled. Focusing on online rumors that are not politically sensitive, this article …

Monitoring misinformation on Twitter during crisis events: a machine learning approach

K Hunt, P Agarwal, J Zhuang - Risk analysis, 2022 - Wiley Online Library
Social media has been increasingly utilized to spread breaking news and risk
communications during disasters of all magnitudes. Unfortunately, due to the unmoderated …

Information flow within and across online media platforms: an agenda-setting analysis of rumor diffusion on news websites, Weibo, and WeChat in China

L Guo, Y Zhang - Journalism Studies, 2020 - Taylor & Francis
In China, the discussion of “fake news” often revolves around online rumor. In addition to
politically motivated rumors, a large portion of profit-driven, sensational rumors permeate …

Detecting rumors through modeling information propagation networks in a social media environment

Y Liu, S Xu - IEEE Transactions on computational social …, 2016 - ieeexplore.ieee.org
In the midst of today's pervasive influence of social media content and activities, information
credibility has increasingly become a major issue. Accordingly, identifying false information …

How information snowballs: Exploring the role of exposure in online rumor propagation

A Arif, K Shanahan, FJ Chou, Y Dosouto… - Proceedings of the 19th …, 2016 - dl.acm.org
In this paper we highlight three distinct approaches to studying rumor dynamics-volume,
exposure, and content production. Expanding upon prior work, which has focused on rumor …

Introduction to the handbook of social media research methods: Goals, challenges and innovations

A Quan-Haase, L Sloan - The SAGE handbook of social media …, 2016 - sk.sagepub.com
Sage Reference - The SAGE Handbook of Social Media Research Methods - Introduction to the
Handbook of Social Media Research Methods: Goals, Challenges and Innovations Skip to main …

A parsimonious language model of social media credibility across disparate events

T Mitra, GP Wright, E Gilbert - Proceedings of the 2017 ACM conference …, 2017 - dl.acm.org
Social media has increasingly become central to the way billions of people experience news
and events, often bypassing journalists---the traditional gatekeepers of breaking news …