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When journalists cover a news story, they can cover the story from multiple angles or perspectives. A news article written about COVID-19 for example, might focus on personal preventative actions such as mask-wearing, while another might…

Computation and Language · Computer Science 2020-08-18 Alyssa Smith , David Assefa Tofu , Mona Jalal , Edward Edberg Halim , Yimeng Sun , Vidya Akavoor , Margrit Betke , Prakash Ishwar , Lei Guo , Derry Wijaya

In recent years, scholars have raised concerns on the effects that unreliable news, or "fake news," has on our political sphere, and our democracy as a whole. For example, the propagation of fake news on social media is widely believed to…

Social and Information Networks · Computer Science 2023-09-28 Banafsheh Behzad , Bhavana Bheem , Daniela Elizondo , Deyana Marsh , Susan Martonosi

Framing bias plays a significant role in exacerbating political polarization by distorting the perception of actual events. Media outlets with divergent political stances often use polarized language in their reporting of the same event. We…

Computation and Language · Computer Science 2023-11-06 Yejin Bang , Nayeon Lee , Pascale Fung

The study of how social media affects the formation of public opinion and its influence on political results has been a popular field of inquiry. However, current approaches frequently offer a limited comprehension of the complex political…

Social and Information Networks · Computer Science 2024-05-14 Pratik Gujral , Kshitij Awaldhi , Navya Jain , Bhavuk Bhandula , Abhijnan Chakraborty

Political speeches and debates play an important role in shaping the images of politicians, and the public often relies on media outlets to select bits of political communication from a large pool of utterances. It is an important research…

Social and Information Networks · Computer Science 2018-02-27 Chenhao Tan , Hao Peng , Noah A. Smith

In an era marked by an abundance of news sources, access to information significantly influences public opinion. Notably, the bias of news sources often serves as an indicator of individuals' political leanings. This study explores this…

Social and Information Networks · Computer Science 2024-10-16 Sofía M del Pozo , Sebastián Pinto , Matteo Serafino , Federico Moss , Tomás Cicchini , Hernán A Makse , Pablo Balenzuela

Independent fact-checking organizations have emerged as the crusaders to debunk fake news. However, they may not always remain neutral, as they can be selective in the false news they choose to expose and in how they present the…

Social and Information Networks · Computer Science 2024-07-30 Sahajpreet Singh , Sarah Masud , Tanmoy Chakraborty

An educated and informed consumption of media content has become a challenge in modern times. With the shift from traditional news outlets to social media and similar venues, a major concern is that readers are becoming encapsulated in…

Computation and Language · Computer Science 2020-05-05 Matan Orbach , Yonatan Bilu , Assaf Toledo , Dan Lahav , Michal Jacovi , Ranit Aharonov , Noam Slonim

AI models are already deployed in societies affected by armed conflict, and journalists, humanitarian workers, governments and ordinary citizens rely on them for information or for their work processes. No established practice exists for…

Artificial Intelligence · Computer Science 2026-05-22 Andrii Kryshtal

Political bias in media plays a critical role in shaping public opinion, voter behaviour, and broader democratic discourse. Subjective opinions and political bias can be found in media sources, such as newspapers, depending on their funding…

Computers and Society · Computer Science 2026-01-13 Rohitash Chandra , Haoyan Chen , Yaqing Zhang , Jiacheng Chen , Yuting Wu

Emotions play an essential role in public speaking. The emotional content of speech has the power to influence minds. As such, we present an analysis of the emotional content of politicians speech in the Indian political scenario. We…

Audio and Speech Processing · Electrical Eng. & Systems 2020-07-28 Sharu Goel , Sandeep Kumar Pandey , Hanumant Singh Shekhawat

Diversity in personalized news recommender systems is often defined as dissimilarity, and based on topic diversity (e.g., corona versus farmers strike). Diversity in news media, however, is understood as multiperspectivity (e.g., different…

Information Retrieval · Computer Science 2021-03-25 Mats Mulder , Oana Inel , Jasper Oosterman , Nava Tintarev

In Communication Theory, intermedia agenda-setting refers to the influence that different news sources may have on each other, and how this subsequently affects the breadth of information that is presented to the public. Several studies…

Physics and Society · Physics 2020-06-23 Samuel Stern , Giacomo Livan , Robert E. Smith

Citizen engagement and technology usage are two emerging trends driven by smart city initiatives. Governments around the world are adopting technology for faster resolution of civic issues. Typically, citizens report issues, such as broken…

Artificial Intelligence · Computer Science 2019-01-30 Shanu Kumar , Shubham Atreja , Anjali Singh , Mohit Jain

In this work, we present a novel quantification of conflict in online discussion. Unlike previous studies on conflict dynamics, which model conflict as a binary phenomenon, our measure is continuous-valued, which we validate with manually…

Social and Information Networks · Computer Science 2019-09-04 Subhabrata Dutta , Gunkirat Kaur , Shreyans Mongia , Arpan Mukherjee , Diankar Das , Tanmoy Chakraborty

Biased news reporting poses a significant threat to informed decision-making and the functioning of democracies. This study introduces a novel methodology for scalable, minimally biased analysis of media bias in political news. The proposed…

Artificial Intelligence · Computer Science 2025-05-06 Orlando Jähde , Thorsten Weber , Rüdiger Buchkremer

News articles both shape and reflect public opinion across the political spectrum. Analyzing them for social bias can thus provide valuable insights, such as prevailing stereotypes in society and the media, which are often adopted by NLP…

Computation and Language · Computer Science 2022-11-08 Maximilian Spliethöver , Maximilian Keiff , Henning Wachsmuth

News entities must select and filter the coverage they broadcast through their respective channels since the set of world events is too large to be treated exhaustively. The subjective nature of this filtering induces biases due to, among…

Social and Information Networks · Computer Science 2019-04-17 Dylan Bourgeois , Jeremie Rappaz , Karl Aberer

News headlines can be a good data source for detecting the news spreading barriers in news media, which may be useful in many real-world applications. In this paper, we utilize semantic knowledge through the inference-based model COMET and…

Computation and Language · Computer Science 2023-04-24 Abdul Sittar , Dunja Mladenic , Marko Grobelnik

With the growth of online news over the past decade, empirical studies on political discourse and news consumption have focused on the phenomenon of filter bubbles and echo chambers. Yet recently, scholars have revealed limited evidence…

Computation and Language · Computer Science 2024-03-21 Xiaohan Ding , Mike Horning , Eugenia H. Rho
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