Aug. 10, 2023, 4:43 a.m. | Zahra Moti, Asuman Senol, Hamid Bostani, Frederik Zuiderveen Borgesius, Veelasha Moonsamy, Arunesh Mathur, Gunes Acar

cs.LG updates on arXiv.org arxiv.org

On the modern web, trackers and advertisers frequently construct and monetize
users' detailed behavioral profiles without consent. Despite various studies on
web tracking mechanisms and advertisements, there has been no rigorous study
focusing on websites targeted at children. To address this gap, we present a
measurement of tracking and (targeted) advertising on websites directed at
children. Motivated by lacking a comprehensive list of child-directed (i.e.,
targeted at children) websites, we first build a multilingual classifier based
on web page titles …

advertisements advertisers advertising arxiv children consent construct gap measurement modern profiles studies study tracking web websites

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