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相关论文: Willing Buyer, Willing Seller: Personal Data Trade…

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This paper studies optimal mechanisms for collecting and trading data. Consumers benefit from revealing information about their tastes to a service provider because this improves the service. However, the information is also valuable to a…

理论经济学 · 经济学 2026-01-29 Jiadong Gu

The question we raise through this paper is: Is it economically feasible to trade consumer personal information with their formal consent (permission) and in return provide them incentives (monetary or otherwise)?. In view of (a) the…

计算机与社会 · 计算机科学 2020-12-11 Ranjan Pal , Yixuan Wang , Swades De , Bodhibrata Nag , Pan Hui

"Data" is becoming an indispensable production factor, just like land, infrastructure, labor or capital. As part of this, a myriad of applications in different sectors require huge amounts of information to feed models and algorithms…

数据库 · 计算机科学 2022-01-13 Santiago Andrés Azcoitia , Nikolaos Laoutaris

Data markets serve as crucial platforms facilitating data discovery, exchange, sharing, and integration among data users and providers. However, the paramount concern of privacy has predominantly centered on protecting privacy of data…

密码学与安全 · 计算机科学 2024-07-16 Minxing Zhang , Jian Pei

Data is the new oil of the 21st century. The growing trend of trading data for greater welfare has led to the emergence of data markets. A data market is any mechanism whereby the exchange of data products including datasets and data…

Since there is, in principle, no reason why third parties should not pay individuals for the use of their data, we introduce a realistic market that would allow these payments to be made while taking into account the privacy attitude of the…

计算机与社会 · 计算机科学 2012-05-02 Christina Aperjis , Bernardo A. Huberman

From the early days of the information economy, personal data has been its most valuable asset. Despite data protection laws and an acknowledged right to privacy, trading personal information has become a business equated with "trading…

计算机与社会 · 计算机科学 2020-05-14 Sarah Spiekermann , Alexander Novotny

As personal data have been the new oil of the digital era, there is a growing trend perceiving personal data as a commodity. Although some people are willing to trade their personal data for money, they might still expect limited privacy…

密码学与安全 · 计算机科学 2019-10-25 Shuyuan Zheng , Yang Cao , Masatoshi Yoshikawa

Central to privacy concerns is that firms may use consumer data to price discriminate. A common policy response is that consumers should be given control over which firms access their data and how. Since firms learn about a consumer's…

理论经济学 · 经济学 2020-08-18 S. Nageeb Ali , Greg Lewis , Shoshana Vasserman

Every time the customer (individual or company) has to release personal information to its service provider (e.g., an online store or a cloud computing provider), it faces a trade-off between the benefits gained (enhanced or cheaper…

密码学与安全 · 计算机科学 2012-03-20 Giuseppe D'Acquisto , Maurizio Naldi , Giuseppe F. Italiano

A data marketplace is an online venue that brings data owners, data brokers, and data consumers together and facilitates commoditisation of data amongst them. Data pricing, as a key function of a data marketplace, demands quantifying the…

计算机科学与博弈论 · 计算机科学 2023-03-10 Mengxiao Zhang , Fernando Beltran , Jiamou Liu

We are entering a new "data everywhere-anytime" era that pivots us from being tracked online to continuous tracking as we move through our everyday lives. We have smart devices in our homes, on our bodies, and around our communities that…

计算机与社会 · 计算机科学 2020-12-17 Sujata Banerjee , Yiling Chen , Kobbi Nissim , David Parkes , Katie Siek , Lauren Wilcox

Data has been increasingly recognized as a critical factor in the future economy. However, constructing an efficient data trading market faces challenges such as privacy breaches, data monopolies, and misuse. Despite numerous studies…

计算机与社会 · 计算机科学 2024-07-17 Yi Yu , Jingru Yu , Xuhong Wang , Juanjuan Li , Yilun Lin , Conghui He , Yanqing Yang , Yu Qiao , Li Li , Fei-Yue Wang

A data intermediary acquires signals from individual consumers regarding their preferences. The intermediary resells the information in a product market wherein firms and consumers tailor their choices to the demand data. The social…

计算机科学与博弈论 · 计算机科学 2022-09-30 Dirk Bergemann , Alessandro Bonatti , Tan Gan

With the proliferation of the digital data economy, digital data is considered as the crude oil in the twenty-first century, and its value is increasing. Keeping pace with this trend, the model of data market trading between data providers…

计算机科学与博弈论 · 计算机科学 2022-06-23 Sayan Biswas , Kangsoo Jung , Catuscia Palamidessi

The idea of an open data market envisions the creation of a data trading model to facilitate exchange of data between different parties in the Internet of Things (IoT) domain. The data collected by IoT products and solutions are expected to…

计算机与社会 · 计算机科学 2016-11-18 Charith Perera , Rajiv Ranjan , Lizhe Wang

Data buyers compete in a game of incomplete information about which a single data seller owns some payoff-relevant information. The seller faces a joint information- and mechanism-design problem: deciding which information to sell, while…

计算机科学与博弈论 · 计算机科学 2024-11-18 Alessandro Bonatti , Munther Dahleh , Thibaut Horel , Amir Nouripour

Living in the Post API age, researchers face unprecedented challenges in obtaining social media data, while users are concerned about how big tech companies use their data. Data donation offers a promising alternative, however, its…

社会与信息网络 · 计算机科学 2025-06-23 Meysam Alizadeh , Fabrizio Gilardi

A monopoly seller is privately and imperfectly informed about the buyer's value of the product. The seller uses information to price discriminate the buyer. A designer offers a mechanism that provides the seller with additional information…

理论经济学 · 经济学 2023-03-03 Shota Ichihashi , Alex Smolin

Personal data is becoming one of the most essential resources in today's information-based society. Accordingly, there is a growing interest in data markets, which operate data trading services between data providers and data consumers. One…

计算机科学与博弈论 · 计算机科学 2022-06-23 Kangsoo Jung , Sayan Biswas , Catuscia Palamidessi
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