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With rapid increase in online information consumption, especially via social media sites, there have been concerns on whether people are getting selective exposure to a biased subset of the information space, where a user is receiving more…

社会与信息网络 · 计算机科学 2017-08-03 Abhijnan Chakraborty , Muhammad Ali , Saptarshi Ghosh , Niloy Ganguly , Krishna P. Gummadi

The behaviour of sharing information on social media should be fulfilled only when a user is exhibiting attentive behaviour. So that the useful information can be consumed constructively, and misinformation can be identified and ignored.…

社会与信息网络 · 计算机科学 2020-12-29 Zaid Amin , Nazlena Mohamad Ali , Alan F. Smeaton

People often stick to their existing beliefs, ignoring contradicting evidence or only interacting with those who reinforce their views. Social media platforms often facilitate such tendencies of homophily and echo-chambers as they promote…

社会与信息网络 · 计算机科学 2024-07-03 Adiba Mahbub Proma , Neeley Pate , Raiyan Abdul Baten , Sifeng Chen , James Druckman , Gourab Ghoshal , Ehsan Hoque

Social media manipulation poses a significant threat to cognitive autonomy and unbiased opinion formation. Prior literature explored the relationship between online activity and emotional state, cognitive resources, sunlight and weather.…

社会与信息网络 · 计算机科学 2023-12-21 Elisabeth Stockinger , Riccardo Gallotti , Carina I. Hausladen

Recent findings showed that users on Facebook tend to select information that adhere to their system of beliefs and to form polarized groups -- i.e., echo chambers. Such a tendency dominates information cascades and might affect public…

With the rise of computational social science, many scholars utilize data analysis and natural language processing tools to analyze social media, news articles, and other accessible data sources for examining political and social discourse.…

计算与语言 · 计算机科学 2024-04-05 Tinatin Osmonova , Alexey Tikhonov , Ivan P. Yamshchikov

Social media platforms attempting to curb abuse and misinformation have been accused of political bias. We deploy neutral social bots who start following different news sources on Twitter, and track them to probe distinct biases emerging…

社会与信息网络 · 计算机科学 2021-09-27 Wen Chen , Diogo Pacheco , Kai-Cheng Yang , Filippo Menczer

Online social networks create echo-chambers where people are infrequently exposed to opposing opinions. Even if such exposure occurs, the persuasive effect may be minimal or nonexistent. Recent studies have shown that exposure to opposing…

社会与信息网络 · 计算机科学 2020-08-04 Qi Yang , Khizar Qureshi , Tauhid Zaman

In late 2019, the gravest pandemic in a century began spreading across the world. A state of uncertainty related to what has become known as SARS-CoV-2 has since fueled conspiracy narratives on social media about the origin, transmission…

社会与信息网络 · 计算机科学 2020-09-29 Morteza Shahrezaye , Miriam Meckel , Léa Steinacker , Viktor Suter

Affective polarization and increasing social divisions affect social mixing and the spread of information across online and physical spaces, reinforcing social and electoral cleavages and influencing political outcomes. Here, using…

社会与信息网络 · 计算机科学 2025-10-06 Marco Tonin , Bruno Lepri , Michele Tizzoni

Approximately 50% of tweets in X's user timelines are personalized recommendations from accounts they do not follow. This raises a critical question: What political content are users exposed to beyond their established networks, and what…

社会与信息网络 · 计算机科学 2025-05-15 Jinyi Ye , Luca Luceri , Emilio Ferrara

Considerable efforts are currently underway to mitigate the negative impacts of echo chambers, such as increased susceptibility to fake news and resistance towards accepting scientific evidence. Prior research has presented the development…

人机交互 · 计算机科学 2024-03-01 Youngseung Jeon , Jaehoon Kim , Sohyun Park , Yunyong Ko , Seongeun Ryu , Sang-Wook Kim , Kyungsik Han

Language change is influenced by many factors, but often starts from synchronic variation, where multiple linguistic patterns or forms coexist, or where different speech communities use language in increasingly different ways. Besides…

社会与信息网络 · 计算机科学 2023-09-06 Andres Karjus , Christine Cuskley

As people rely on social media as their primary sources of news, the spread of misinformation has become a significant concern. In this large-scale study of news in social media we analyze eleven million posts and investigate propagation…

社会与信息网络 · 计算机科学 2018-12-11 Maria Glenski , Tim Weninger , Svitlana Volkova

Polls posted on social media have emerged in recent years as an important tool for estimating public opinion, e.g., to gauge public support for business decisions and political candidates in national elections. Here, we examine nearly two…

社会与信息网络 · 计算机科学 2024-06-06 Stephen Scarano , Vijayalakshmi Vasudevan , Chhandak Bagchi , Mattia Samory , JungHwan Yang , Przemyslaw A. Grabowicz

Social networks offer a ready channel for fake and misleading news to spread and exert influence. This paper examines the performance of different reputation algorithms when applied to a large and statistically significant portion of the…

News feeds in virtually all social media platforms include engagement metrics, such as the number of times each post is liked and shared. We find that exposure to these social engagement signals increases the vulnerability of users to…

计算机与社会 · 计算机科学 2020-07-31 Mihai Avram , Nicholas Micallef , Sameer Patil , Filippo Menczer

Thanks to platforms such as Twitter and Facebook, people can know facts and events that otherwise would have been silenced. However, social media significantly contribute also to fast spreading biased and false news while targeting specific…

社会与信息网络 · 计算机科学 2025-11-05 Alessandro Balestrucci , Rocco De Nicola , Marinella Petrocchi , Catia Trubiani

News sharing on social networks reveals how information disseminates among users. This process, constrained by user preferences and social ties, plays a key role in the formation of public opinion. In this work we study news sharing of main…

物理与社会 · 物理学 2022-06-22 Tomas Cicchini , Sofia Morena del Pozo , Enzo Tagliazucchi , Pablo Balenzuela

The massive spread of digital misinformation has been identified as a major global risk and has been alleged to influence elections and threaten democracies. Communication, cognitive, social, and computer scientists are engaged in efforts…

社会与信息网络 · 计算机科学 2026-05-19 Chengcheng Shao , Giovanni Luca Ciampaglia , Onur Varol , Kaicheng Yang , Alessandro Flammini , Filippo Menczer