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Search engines play a crucial role in shaping public discourse by influencing how information is accessed and framed. While prior research has extensively examined various dimensions of search bias -- such as content prioritization,…

计算与语言 · 计算机科学 2025-07-18 Amrit Poudel , Tim Weninger

Search engines like Google have become major information gatekeepers that use artificial intelligence (AI) to determine who and what voters find when searching for political information. This article proposes and tests a framework of…

计算机与社会 · 计算机科学 2024-05-02 Tobias Rohrbach , Mykola Makhortykh , Maryna Sydorova

Media platforms, technological systems, and search engines act as conduits and gatekeepers for all kinds of information. They often influence, reflect, and reinforce gender stereotypes, including those that represent occupations. This study…

计算机与社会 · 计算机科学 2019-12-12 Vivek Singh , Mary Chayko , Raj Inamdar , Diana Floegel

Search engines are used and trusted by hundreds of millions of people every day. However, the algorithms used by search engines to index, filter, and rank web content are inherently biased, and will necessarily prefer some views and…

计算机与社会 · 计算机科学 2025-11-03 Ronja Rönnback , Chris Emmery , Marie Šafář Postma , Filip Milde , Jan Charvát , Henry Brighton

Ranking algorithms are the information gatekeepers of the Internet era. We develop a stylized model to study the effects of ranking algorithms on opinion dynamics. We consider a search engine that uses an algorithm based on popularity and…

社会与信息网络 · 计算机科学 2018-10-18 Fabrizio Germano , Francesco Sobbrio

Search engines play an important role in the context of modern elections. By curating information in response to user queries, search engines influence how individuals are informed about election-related developments and perceive the media…

计算机与社会 · 计算机科学 2025-01-10 Mykola Makhortykh , Tobias Rorhbach , Maryna Sydorova , Elizaveta Kuznetsova

Internet users highly rely on and trust web search engines, such as Google, to find relevant information online. However, scholars have documented numerous biases and inaccuracies in search outputs. To improve the quality of search results,…

计算机与社会 · 计算机科学 2023-10-06 Aleksandra Urman , Aniko Hannak , Mykola Makhortykh

This study examines the influence of Google's search algorithm on news diversity by analyzing search results in Brazil, the UK, and the US. It explores how Google's system preferentially favors a limited number of news outlets. Utilizing…

计算机与社会 · 计算机科学 2024-11-01 Raphael Hernandes , Giulio Corsi

If popular online platforms systematically expose their users to partisan and unreliable news, they could potentially contribute to societal issues like rising political polarization. This concern is central to the echo chamber and filter…

社会与信息网络 · 计算机科学 2022-09-30 Ronald E. Robertson , Jon Green , Damian J. Ruck , Katherine Ognyanova , Christo Wilson , David Lazer

Platforms are increasingly relying on algorithms to curate the content within users' social media feeds. However, the growing prominence of proprietary, algorithmically curated feeds has concealed what factors influence the presentation of…

人机交互 · 计算机科学 2025-08-11 Jackie Chan , Fred Choi , Koustuv Saha , Eshwar Chandrasekharan

This paper examines the ethical question, 'What is a good search engine?' Since search engines are gatekeepers of global online information, it is vital they do their job ethically well. While the Internet is now several decades old, the…

信息检索 · 计算机科学 2025-03-25 Simon Coghlan , Hui Xian Chia , Falk Scholer , Damiano Spina

Search engines traditionally complement online content platforms by directing users seeking information to external websites. The emergence of generative AI search tools that summarize answers directly on the results page may disrupt this…

信息检索 · 计算机科学 2026-05-21 Peibo Zhang , Ruomeng Cui , Dennis J. Zhang

Social media has become an indispensable part of the everyday lives of millions of people around the world. It provides a platform for expressing opinions and beliefs, communicated to a massive audience. However, this ease with which people…

社会与信息网络 · 计算机科学 2018-07-06 Rijul Magu , Kshitij Joshi , Jiebo Luo

Google Search is an important way that people seek information about politics, and Google states that it is ``committed to providing timely and authoritative information on Google Search to help voters understand, navigate, and participate…

计算机与社会 · 计算机科学 2024-06-18 Brooke Perreault , Johanna Lee , Ropafadzo Shava , Eni Mustafaraj

Social media platforms depend on algorithms to select, curate, and deliver content personalized for their users. These algorithms leverage users' past interactions and extensive content libraries to retrieve and rank content that…

社会与信息网络 · 计算机科学 2024-07-11 Hussam Habib , Ryan Stoldt , Raven Maragh-Lloyd , Brian Ekdale , Rishab Nithyanand

Online platforms have transformed the way in which individuals access and interact with news, with a high degree of trust particularly placed in search engine results. We use web tracked behavioral data across a 2-month period and analyze…

计算机与社会 · 计算机科学 2023-04-06 Roberto Ulloa , Celina Sylwia Kacperski

In recent years, the opaque design and the limited public understanding of social networks' recommendation algorithms have raised concerns about potential manipulation of information exposure. Reducing content visibility, aka shadow…

社会与信息网络 · 计算机科学 2025-09-10 Alessandro Galeazzi , Pujan Paudel , Mauro Conti , Emiliano De Cristofaro , Gianluca Stringhini

Search engines provide cached copies of indexed content so users will have something to "click on" if the remote resource is temporarily or permanently unavailable. Depending on their proprietary caching strategies, search engines will…

数字图书馆 · 计算机科学 2007-05-23 Frank McCown , Michael L. Nelson

The role that YouTube and its behind-the-scenes recommendation algorithm plays in encouraging online radicalization has been suggested by both journalists and academics alike. This study directly quantifies these claims by examining the…

社会与信息网络 · 计算机科学 2019-12-25 Mark Ledwich , Anna Zaitsev

The pervasive rise of digital platforms has reshaped how individuals engage with information, with algorithms and peer influence playing pivotal roles in these processes. This study investigates the effects of algorithmic curation and peer…

综合经济学 · 经济学 2025-03-26 Shan Huang , Yi Ji , Leyu Lin
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