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This paper aims to explore two competing data science methodologies to attempt answering the question, "Which issues contributed most to voters' choice in the 2024 presidential election?" The methodologies involve novel empirical evidence…

Social and Information Networks · Computer Science 2025-10-10 Raisa M. Simoes , Timoteo Kelly , Eduardo J. Simoes , Praveen Rao

One of the hallmarks of a free and fair society is the ability to conduct a peaceful and seamless transfer of power from one leader to another. Democratically, this is measured in a citizen population's trust in the electoral system of…

Social and Information Networks · Computer Science 2019-02-04 Ashok Deb , Luca Luceri , Adam Badawy , Emilio Ferrara

The rise of misinformation and fake news in online political discourse poses significant challenges to democratic processes and public engagement. While debunking efforts aim to counteract misinformation and foster fact-based dialogue,…

Computers and Society · Computer Science 2025-02-03 Wentao Xu , Wenlu Fan , Shiqian Lu , Tenghao Li , Bin Wang

Generics (unquantified generalizations) are thought to be pervasive in communication and when they are about social groups, this may offend and polarize people because generics gloss over variations between individuals. Generics about…

Social and Information Networks · Computer Science 2024-05-15 Uwe Peters , Ignacio Ojea Quintana

Engaging with online social media platforms is an important part of life as a public figure in modern society, enabling connection with broad audiences and providing a platform for spreading ideas. However, public figures are often…

Computers and Society · Computer Science 2024-09-06 Liam Burke-Moore , Angus R. Williams , Jonathan Bright

One major sub-domain in the subject of polling public opinion with social media data is electoral prediction. Electoral prediction utilizing social media data potentially would significantly affect campaign strategies, complementing…

Social and Information Networks · Computer Science 2021-07-21 Michael Caballero

Social media has become an emerging alternative to opinion polls for public opinion collection, while it is still posing many challenges as a passive data source, such as structurelessness, quantifiability, and representativeness. Social…

Social and Information Networks · Computer Science 2020-05-26 Zhaoya Gong , Tengteng Cai , Jean-Claude Thill , Scott Hale , Mark Graham

A UK-based online questionnaire investigating aspects of usage of user-generated media (UGM), such as Facebook, LinkedIn and Twitter, attracted 587 participants. Results show a high degree of engagement with social networking media such as…

Social and Information Networks · Computer Science 2013-06-05 Kalina Bontcheva , Genevieve Gorrell , Bridgette Wessels

Given the centrality of regions in social movements, politics and public administration we aim to quantitatively study inter- and intra-regional communication for the first time. This work uses social media posts to first identify…

Social and Information Networks · Computer Science 2018-07-12 Rudy Arthur , Hywel T. P. Williams

There is growing concern that over the past decade, industrialized democratic nations are becoming increasingly politically polarized. Indeed, elections in the US, UK, France, and Germany have all seen tightly won races, with notable…

Applications · Statistics 2023-03-07 Dennies Bor , Benjamin Seiyon Lee , Edward J. Oughton

In this paper, we introduce the first release of a large-scale dataset capturing discourse on $\mathbb{X}$ (a.k.a., Twitter) related to the upcoming 2024 U.S. Presidential Election. Our dataset comprises 22 million publicly available posts…

Social and Information Networks · Computer Science 2024-11-04 Ashwin Balasubramanian , Vito Zou , Hitesh Narayana , Christina You , Luca Luceri , Emilio Ferrara

Hashtags in online social media have become a way for users to build communities around topics, promote opinions, and categorize messages. In the political context, hashtags on Twitter are used by users to campaign for their parties, spread…

Social and Information Networks · Computer Science 2020-04-30 Saurabh Gupta , Asmit Kumar Singh , Arun Balaji Buduru , Ponnurangam Kumaraguru

Transmitting messages in the most efficient way as possible has always been one of politicians main concerns during electoral processes. Due to the rapidly growing number of users, online social networks have become ideal platforms for…

Physics and Society · Physics 2013-09-20 J. Borondo , A. J. Morales , J. C. Losada , R. M. Benito

ChatGPT sets a new record with the fastest-growing user base, as a chatbot powered by a large language model (LLM). While it demonstrates state-of-the-art capabilities in a variety of language-generation tasks, it also raises widespread…

Computation and Language · Computer Science 2024-02-15 Ratanond Koonchanok , Yanling Pan , Hyeju Jang

Interest has grown around the classification of stance that users assume within online debates in recent years. Stance has been usually addressed by considering users posts in isolation, while social studies highlight that social…

Computation and Language · Computer Science 2020-07-30 Mirko Lai , Viviana Patti , Giancarlo Ruffo , Paolo Rosso

The migration rate and the level of resentments towards migrants are an important issue in modern civilisation. The infamous EU refugee crisis caught many countries unprepared, leading to sporadic and rudimentary containment measures that,…

Social and Information Networks · Computer Science 2020-07-21 Isa Inuwa-Dutse , Mark Liptrott , Ioannis Korkontzelos

Sentiment Analysis of microblog feeds has attracted considerable interest in recent times. Most of the current work focuses on tweet sentiment classification. But not much work has been done to explore how reliable the opinions of the mass…

Machine Learning · Computer Science 2019-12-12 Rahul Radhakrishnan Iyer , Ronghuo Zheng , Yuezhang Li , Katia Sycara

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,…

Social and Information Networks · Computer Science 2022-05-24 Kristina Hristakieva , Stefano Cresci , Giovanni Da San Martino , Mauro Conti , Preslav Nakov

Following recent policy changes by X (Twitter) and other social media platforms, user interaction data has become increasingly difficult to access. These restrictions are impeding robust research pertaining to social and political phenomena…

Social and Information Networks · Computer Science 2024-07-01 Gabriele Di Bona , Emma Fraxanet , Björn Komander , Andrea Lo Sasso , Virginia Morini , Antoine Vendeville , Max Falkenberg , Alessandro Galeazzi

This work is dedicated to finding the determinants of voting behavior in Poland at the poviat level. 2019 parliamentary election has been analyzed and an attempt to explain vote share for the winning party (Law and Justice) has been made.…

General Economics · Economics 2020-10-08 Grzegorz Krochmal
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