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In the era of big data, data-driven algorithms permeate nearly every aspect of daily life. A typical day illustrates this ubiquity: upon waking, we check the news on our phones, guided by recommendation algorithms that have learned our preferences; at lunch, we choose a restaurant suggested by an algorithm; when traveling, we let an algorithm plan our route; even weighty decisions-such as employee hiring and judicial sentencing-are now shaped by algorithmic outputs.

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Data Fairness

  • 章节

  • 发表日期：

    2026年

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  • Xiaofeng Meng

摘要

In the era of big data, data-driven algorithms permeate nearly every aspect of daily life. A typical day illustrates this ubiquity: upon waking, we check the news on our phones, guided by recommendation algorithms that have learned our preferences; at lunch, we choose a restaurant suggested by an algorithm; when traveling, we let an algorithm plan our route; even weighty decisions-such as employee hiring and judicial sentencing-are now shaped by algorithmic outputs.