Výsledky vyhledávání - "algorithm audit"

Algorithmic indifference: The dearth of news recommendations on TikTok Autor Hagar, Nick, Diakopoulos, Nicholas

“…The role of recommendation systems in news consumption has been hotly contested. From one perspective, the combination of personalized recommendations and…”
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Examining racial stereotypes in YouTube autocomplete suggestions Autor Ha, Eunbin, Kong, Haein, Jhaver, Shagun

“…Autocomplete is a popular search feature that predicts queries based on user input and guides users to a set of potentially relevant suggestions. In this…”
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User-generated accountability: Public participation in algorithmic governance on YouTube Autor Reynolds, CJ, Hallinan, Blake

“…Despite opaque automated systems and few formal channels for participation, YouTubers navigate algorithmic governance on the platform through a strategy we…”
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AI chatbot accountability in the age of algorithmic gatekeeping: Comparing generative search engine political information retrieval across five languages Autor Kuai, Joanne, Brantner, Cornelia, Karlsson, Michael, Van Couvering, Elizabeth, Romano, Salvatore

“…This study investigates the performance of search engine chatbots powered by large language models in generative political information retrieval. Applying…”
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Herd Accountability of Privacy-Preserving Algorithms: A Stackelberg Game Approach Autor Yang, Ya-Ting, Zhang, Tao, Zhu, Quanyan

“…AI-driven algorithmic systems are increasingly adopted across various sectors, yet the lack of transparency can raise accountability concerns about claimed…”
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News Diversity Under Algorithms: The Effects of Pre-Selected and Self-Selected Personalization on Chinese TikTok (Douyin) Autor Shi, Wen, Li, Jinhui

“…Existing journalism scholarship has raised the concern of people's limited news exposure on algorithm-driven social media. Using a series of novel agent-based…”
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New Digital Divide Shaped by Algorithm? Evidence from Agent-Based Testing on Douyin’s Health-Related Video Recommendation Autor Shi, Wen, Li, Jinhui

“…While recommendation algorithms have significantly empowered human communication process, there is an emerging scholarly and societal concern regarding the…”
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An external stability audit framework to test the validity of personality prediction in AI hiring Autor Rhea, Alene K., Markey, Kelsey, D’Arinzo, Lauren, Schellmann, Hilke, Sloane, Mona, Squires, Paul, Arif Khan, Falaah, Stoyanovich, Julia

“…Automated hiring systems are among the fastest-developing of all high-stakes AI systems. Among these are algorithmic personality tests that use insights from…”
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Skewed perspectives: examining the influence of engagement maximization on content diversity in social media feeds Autor Bouchaud, Paul

“…This article investigates the information landscape shaped by curation algorithms that seek to maximize user engagement. Leveraging unique behavioral data, we…”
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Auditing the audits: evaluating methodologies for social media recommender system audits Autor Bouchaud, Paul, Ramaciotti, Pedro

“…Through a simulated Twitter-like platform designed to optimize user engagement and grounded in authentic behavioral data, this study evaluates methodologies…”
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Equal Confusion Fairness: Measuring Group-Based Disparities in Automated Decision Systems Autor Gursoy, Furkan, Kakadiaris, Ioannis A.

“…As artificial intelligence plays an increasingly substantial role in decisions affecting humans and society, the accountability of automated decision systems…”
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The algorithm audit: Scoring the algorithms that score us Autor Brown, Shea, Davidovic, Jovana, Hasan, Ali

“…In recent years, the ethical impact of AI has been increasingly scrutinized, with public scandals emerging over biased outcomes, lack of transparency, and the…”
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Using racial discourse communities to audit personalization algorithms Autor Stoldt, Ryan, Maragh-Lloyd, Raven, Havens, Tim, Ekdale, Brian, High, Andrew C

“…Abstract Personalization algorithms are the information undercurrent of the digital age. They learn users’ behaviors and tailor content to individual interests…”
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