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相关论文: Dynamics and triggers of misinformation on vaccine…

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The COVID-19 pandemic has impacted on every human activity and, because of the urgency of finding the proper responses to such an unprecedented emergency, it generated a diffused societal debate. The online version of this discussion was…

社会与信息网络 · 计算机科学 2021-09-14 Guido Caldarelli , Rocco de Nicola , Marinella Petrocchi , Manuel Pratelli , Fabio Saracco

Anti-vaccination views pervade online social media, fueling distrust in scientific expertise and increasing vaccine-hesitant individuals. While previous studies focused on specific countries, the COVID-19 pandemic brought the vaccination…

社会与信息网络 · 计算机科学 2022-12-20 Jacopo Lenti , Kyriaki Kalimeri , André Panisson , Daniela Paolotti , Michele Tizzani , Yelena Mejova , Michele Starnini

Social dialogue, the foundation of our democracies, is currently threatened by disinformation and partisanship, with their disrupting role on individual and collective awareness and detrimental effects on decision-making processes. Despite…

物理与社会 · 物理学 2021-06-01 Pietro Gravino , Giulio Prevedello , Martina Galletti , Vittorio Loreto

Vaccinations play a critical role in mitigating the impact of COVID-19 and other diseases. This study explores COVID-19 vaccine misinformation circulating on Twitter during 2021, when vaccines were being released to the public in an effort…

社会与信息网络 · 计算机科学 2023-02-27 Francesco Pierri , Matthew R. DeVerna , Kai-Cheng Yang , David Axelrod , John Bryden , Filippo Menczer

COVID-19 vaccine hesitancy has increased concerns about vaccine uptake required to overcome the pandemic and protect public health. A critical factor associated with anti-vaccine attitudes is the information shared on social media. In this…

社会与信息网络 · 计算机科学 2022-04-04 Karishma Sharma , Yizhou Zhang , Yan Liu

In this work we carry out an exploratory analysis of online conversations on the Italian Facebook during the recent COVID-19 pandemic. We analyze the circulation of controversial topics associated with the origin of the virus, which involve…

社会与信息网络 · 计算机科学 2021-03-31 Alessandro Celestini , Marco Di Giovanni , Stefano Guarino , Francesco Pierri

Vaccine hesitancy, or the reluctance to be vaccinated, is a phenomenon that has recently become particularly significant, in conjunction with the vaccination campaign against COVID-19. During the lockdown period, necessary to control the…

社会与信息网络 · 计算机科学 2023-06-12 Veronica Lachi , Giovanna Maria Dimitri , Alessandro Di Stefano , Pietro Liò , Monica Bianchini , Chiara Mocenni

False claims about COVID-19 vaccines can undermine public trust in ongoing vaccination campaigns, thus posing a threat to global public health. Misinformation originating from various sources has been spreading online since the beginning of…

社会与信息网络 · 计算机科学 2021-05-18 Goran Muric , Yusong Wu , Emilio Ferrara

We present VaccinItaly, a project which monitors Italian online conversations around vaccines, on Twitter and Facebook. We describe the ongoing data collection, which follows the SARS-CoV-2 vaccination campaign roll-out in Italy and we…

社会与信息网络 · 计算机科学 2021-05-05 Francesco Pierri , Andrea Tocchetti , Lorenzo Corti , Marco Di Giovanni , Silvio Pavanetto , Marco Brambilla , Stefano Ceri

The Covid-19 pandemic has had a deep impact on the lives of the entire world population, inducing a participated societal debate. As in other contexts, the debate has been the subject of several d/misinformation campaigns; in a quite…

社会与信息网络 · 计算机科学 2021-11-16 Mattia Mattei , Guido Caldarelli , Tiziano Squartini , Fabio Saracco

Background. In Italy, in recent years, vaccination coverage for key immunizations as MMR has been declining to worryingly low levels. In 2017, the Italian Gov't expanded the number of mandatory immunizations introducing penalties to…

社会与信息网络 · 计算机科学 2021-04-06 Samantha Ajovalasit , Veronica Dorgali , Angelo Mazza , Alberto D'Onofrio , Piero Manfredi

The kick-off of vaccination campaigns in Europe, starting in late December 2020, has been followed by the online spread of controversies and conspiracies surrounding vaccine validity and efficacy. We study Twitter discussions in three major…

社会与信息网络 · 计算机科学 2024-02-07 Gianluca Nogara , Francesco Pierri , Stefano Cresci , Luca Luceri , Silvia Giordano

Politicians with large media visibility and social media audiences have a significant influence on public discourse. Consequently, their dissemination of misinformation can have profound implications for society. This study investigated the…

社会与信息网络 · 计算机科学 2025-02-24 Jingyuan Yu , Emese Domahidi , Duccio Gamannossi degl'Innocenti , Fabiana Zollo

In this work we study how pervasive is the presence of disinformation in the Italian debate around immigration on Twitter and the role of automated accounts in the diffusion of such content. By characterising the Twitter users with an…

社会与信息网络 · 计算机科学 2023-02-03 Salvatore Vilella , Alfonso Semeraro , Daniela Paolotti , Giancarlo Ruffo

Twitter is one of the most popular social media platforms in the country, but pre-pandemic vaccination debate has been shown to be polarized and siloed into echo chambers. It is thus imperative to understand the nature of this discourse,…

社会与信息网络 · 计算机科学 2022-04-28 Giuseppe Crupi , Yelena Mejova , Michele Tizzani , Daniela Paolotti , Andre Panisson

The rising attention to the spreading of fake news and unsubstantiated rumors on online social media and the pivotal role played by confirmation bias led researchers to investigate different aspects of the phenomenon. Experimental evidence…

社会与信息网络 · 计算机科学 2017-06-19 Michela Del Vicario , Sabrina Gaito , Walter Quattrociocchi , Matteo Zignani , Fabiana Zollo

One of the most pressing challenges in the digital media landscape is understanding the impact of biases on the news sources that people rely on for information. Biased news can have significant and far-reaching consequences, influencing…

计算机与社会 · 计算机科学 2023-01-18 Alessandro Galeazzi , Antonio Peruzzi , Emanuele Brugnoli , Marco Delmastro , Fabiana Zollo

The proliferation of online misinformation has emerged as one of the biggest threats to society. Considerable efforts have focused on building misinformation detection models, still the perils of misinformation remain abound. Mitigating…

计算与语言 · 计算机科学 2024-01-19 Mohit Chandra , Anush Mattapalli , Munmun De Choudhury

Monitoring social discourse about COVID-19 vaccines is key to understanding how large populations perceive vaccination campaigns. We focus on 4765 unique popular tweets in English or Italian about COVID-19 vaccines between 12/2020 and…

物理与社会 · 物理学 2021-03-31 Massimo Stella , Michael S. Vitevitch , Federico Botta

Although billions of COVID-19 vaccines have been administered, too many people remain hesitant. Misinformation about the COVID-19 vaccines, propagating on social media, is believed to drive hesitancy towards vaccination. However, exposure…

计算与语言 · 计算机科学 2022-02-22 Maxwell Weinzierl , Sanda Harabagiu
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