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Facebook and other advertising platforms exploit users data for marketing purposes by allowing advertisers to select specific users and target them (the practice is being called micro-targeting). However, advertisers such as Cambridge…

计算机与社会 · 计算机科学 2024-03-05 Salim Chouaki , Islem Bouzenia , Oana Goga , Beatrice Roussillon

The growing use of social media has led to drastic changes in our decision-making. Especially, Facebook offers marketing API which promotes business to target potential groups who are likely to consume their items. However, this service can…

信息检索 · 计算机科学 2024-07-25 Ujun Jeong , Kaize Ding , Huan Liu

The intrusiveness and the increasing invasiveness of online advertising have, in the last few years, raised serious concerns regarding user privacy and Web usability. As a reaction to these concerns, we have witnessed the emergence of a…

计算机与社会 · 计算机科学 2016-02-08 Javier Parra-Arnau , Jagdish Prasad Achara , Claude Castelluccia

Facebook uses Artificial Intelligence for targeting users with advertisements based on the events in which they engage like sharing, liking, making comments, posts by a friend, a group creation, etcetera. Each user interacts with these…

社会与信息网络 · 计算机科学 2018-11-29 Sarang Mahajan , Amey Kasar

Targeted advertising has transformed the marketing landscape for a wide variety of businesses, by creating new opportunities for advertisers to reach prospective customers by delivering personalised ads, using an infrastructure of a number…

密码学与安全 · 计算机科学 2021-06-22 Imdad Ullah , Roksana Boreli , Salil S. Kanhere

Targeted advertising remains an important part of the free web browsing experience, where advertisers' targeting and personalization algorithms together find the most relevant audience for millions of ads every day. However, given the wide…

计算机与社会 · 计算机科学 2023-06-12 Muhammad Ali , Angelica Goetzen , Alan Mislove , Elissa M. Redmiles , Piotr Sapiezynski

Popular social media platforms TikTok, Facebook and Instagram allow third-parties to run targeted advertising campaigns on sensitive attributes in-platform. These ads are interactive by default, meaning users can comment or ``react'' (e.g.,…

密码学与安全 · 计算机科学 2026-03-06 Julia B. Kieserman , Athanasios Andreou , Laura Edelson , Sandra Siby , Damon McCoy

Political campaigns are increasingly turning to digital advertising to reach voters. These platforms empower advertisers to target messages to platform users with great precision, including through inferences about those users' political…

计算机与社会 · 计算机科学 2019-12-18 Muhammad Ali , Piotr Sapiezynski , Aleksandra Korolova , Alan Mislove , Aaron Rieke

Retargeting ads are increasingly prevalent on the Internet as their effectiveness has been shown to outperform conventional targeted ads. Retargeting ads are not only based on users' interests, but also on their intents, i.e. commercial…

密码学与安全 · 计算机科学 2014-04-18 Minh-Dung Tran , Gergely Acs , Claude Castelluccia

Targeted advertising is meant to improve the efficiency of matching advertisers to their customers. However, targeted advertising can also be abused by malicious advertisers to efficiently reach people susceptible to false stories, stoke…

The enormous financial success of online advertising platforms is partially due to the precise targeting features they offer. Although researchers and journalists have found many ways that advertisers can target---or exclude---particular…

计算机与社会 · 计算机科学 2019-09-13 Muhammad Ali , Piotr Sapiezynski , Miranda Bogen , Aleksandra Korolova , Alan Mislove , Aaron Rieke

Detailed targeting of advertisements has long been one of the core offerings of online platforms. Unfortunately, malicious advertisers have frequently abused such targeting features, with results that range from violating civil rights laws…

计算机与社会 · 计算机科学 2024-10-21 Piotr Sapiezynski , Levi Kaplan , Alan Mislove , Aleksandra Korolova

The privacy of an individual is bounded by the ability of a third party to reveal their identity. Certain data items such as a passport ID or a mobile phone number may be used to uniquely identify a person. These are referred to as Personal…

社会与信息网络 · 计算机科学 2021-10-19 José González-Cabañas , Ángel Cuevas , Rubén Cuevas , Juan López-Fernández , David García

Targeted advertising platforms are widely used by job advertisers to reach potential employees; thus issues of discrimination due to targeting that have surfaced have received widespread attention. Advertisers could misuse targeting tools…

计算机与社会 · 计算机科学 2023-06-14 Varun Nagaraj Rao , Aleksandra Korolova

Many internet ventures rely on advertising for their revenue. However, users feel discontent by the presence of ads on the websites they visit, as the data-size of ads is often comparable to that of the actual content. This has an impact…

社会与信息网络 · 计算机科学 2017-05-10 Kiran Garimella , Orestis Kostakis , Michael Mathioudakis

Recommendation systems form the center piece of a rapidly growing trillion dollar online advertisement industry. Even with numerous optimizations and approximations, collaborative filtering (CF) based approaches require real-time…

信息检索 · 计算机科学 2018-06-19 Theja Tulabandhula , Shailesh Vaya , Aritra Dhar

Digital platforms, including social networks, are major sources of economic information. Evidence suggests that digital platforms display different socioeconomic opportunities to demographic groups. Our work addresses this issue by…

计算机与社会 · 计算机科学 2020-08-25 Sara Kingsley , Clara Wang , Alex Mikhalenko , Proteeti Sinha , Chinmay Kulkarni

Websites use third-party ads and tracking services to deliver targeted ads and collect information about users that visit them. These services put users' privacy at risk, and that is why users' demand for blocking these services is growing.…

The growth in the use of online advertising to foster brand awareness over recent years is largely attributable to the ubiquity of social media. One pivotal technology contributing to the success of online brand advertising is frequency…

计算机科学与博弈论 · 计算机科学 2025-01-10 Yuan Gao , Mu Qiao

Social media platforms are currently the main channel for political messaging, allowing politicians to target specific demographics and adapt based on their reactions. However, making this communication transparent is challenging, as the…

计算与语言 · 计算机科学 2023-07-04 Tunazzina Islam , Shamik Roy , Dan Goldwasser
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