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Search and matching increasingly takes place on online platforms. These platforms have elements of centralized and decentralized matching; platforms can alter the search process for its users, but are unable to eliminate search frictions…

理论经济学 · 经济学 2025-06-11 Cole Wittbrodt

This study proposes a new approach to assessing urban accessibility using the competitive equilibrium method, an adaptation of the balancing cost method that incorporates competition among users into dual accessibility metrics. The need for…

物理与社会 · 物理学 2024-03-11 Andre Borgato Morelli , Andre Luiz Cunha

Interference between treated and untreated units is a source of bias in marketplace experiments. In this paper, we specifically consider pricing interventions, in which a platform seeks to adjust base pricing levels at the marketplace level…

最优化与控制 · 数学 2025-02-27 Arthur Delarue , Kleanthis Karakolios

We introduce a new class of combinatorial markets in which agents have covering constraints over resources required and are interested in delay minimization. Our market model is applicable to several settings including scheduling, cloud…

计算机科学与博弈论 · 计算机科学 2017-04-17 Nikhil Devanur , Jugal Garg , Ruta Mehta , Vijay V. Vazirani , Sadra Yazdanbod

The rapid expansion of digital commerce platforms has amplified the strategic importance of coordinated pricing and inventory management decisions among competing retailers. Motivated by practices on leading e-commerce platforms, we analyze…

综合经济学 · 经济学 2025-12-02 Hang Wu , Qin Wu , Yue Liu , Mengmeng Shi

Double Auction enables decentralized transfer of goods between multiple buyers and sellers, thus underpinning functioning of many online marketplaces. Buyers and sellers compete in these markets through bidding, but do not often know their…

机器学习 · 计算机科学 2023-07-11 Soumya Basu , Abishek Sankararaman

Platform giants in China have operated with persistently compressed margins in highly concentrated markets for much of the past decade, despite market shares exceeding 60\% in core segments. Standard theory predicts otherwise: either the…

理论经济学 · 经济学 2026-01-23 Liang Chen

Making an informed decision -- for example, when choosing a career or housing -- requires knowledge about the available options. Such knowledge is generally acquired through costly trial and error, but this learning process can be disrupted…

机器学习 · 计算机科学 2022-04-15 Sarah H. Cen , Devavrat Shah

Two-sided marketplaces such as eBay, Etsy and Taobao have two distinct groups of customers: buyers who use the platform to seek the most relevant and interesting item to purchase and sellers who view the same platform as a tool to reach out…

信息检索 · 计算机科学 2019-05-17 Andrew Stanton , Akhila Ananthram , Congzhe Su , Liangjie Hong

Linear Fisher market is one of the most fundamental economic models. The market is traditionally examined on the basis of individual's price-taking behavior. However, this assumption breaks in markets such as online advertising and…

计算机科学与博弈论 · 计算机科学 2024-07-17 Juncheng Li , Pingzhong Tang

We propose a simple model of an idealized online cultural market in which $N$ items, endowed with a hidden quality metric, are recommended to users by a ranking algorithm possibly biased by the current items' popularity. Our goal is to…

社会与信息网络 · 计算机科学 2023-01-18 Rossano Gaeta , Michele Garetto , Giancarlo Ruffo , Alessandro Flammini

Two-sided online matching platforms are employed in various markets. However, agents' preferences in the current market are usually implicit and unknown, thus needing to be learned from data. With the growing availability of dynamic side…

机器学习 · 计算机科学 2024-05-30 Yuantong Li , Chi-hua Wang , Guang Cheng , Will Wei Sun

With most content distributed online and mediated by platforms, there is a pressing need to understand the ecosystem of content creation and consumption. A considerable body of recent work shed light on the one-sided market on…

社会与信息网络 · 计算机科学 2025-09-03 Haiqing Zhu , Yun Kuen Cheung , Lexing Xie

In this paper, we examine in an abstract framework, how a tradeoff between efficiency and robustness arises in different dynamic oligopolistic market architectures. We consider a market in which there is a monopolistic resource provider and…

系统与控制 · 计算机科学 2013-10-02 Qingqing Huang , Mardavij Roozbehani , Munther A Dahleh

When several two-sided matching markets merge into one, it is inevitable that some agents will become worse off if the matching mechanism used is stable. I formalize this observation by defining the property of integration monotonicity,…

经济学 · 定量金融 2018-09-17 Josue Ortega

This paper develops a theoretical model of platform competition where user-generated content (UGC) quality arises endogenously from the composition of the user base. Users differ in their relative preferences for content quality and network…

理论经济学 · 经济学 2026-05-19 Bohan Zhang

Data only generates value for a few organizations with expertise and resources to make data shareable, discoverable, and easy to integrate. Sharing data that is easy to discover and integrate is hard because data owners lack information…

数据库 · 计算机科学 2020-07-03 Raul Castro Fernandez , Pranav Subramaniam , Michael J. Franklin

Online platforms collect rich information about participants and then share some of this information back with them to improve market outcomes. In this paper we study the following information disclosure problem in two-sided markets: If a…

理论经济学 · 经济学 2023-09-01 Bar Light , Ramesh Johari , Gabriel Weintraub

Collusion in market pricing is a concept associated with human actions to raise market prices through artificially limited supply. Recently, the idea of algorithmic collusion was put forward, where the human action in the pricing process is…

理论经济学 · 经济学 2025-01-29 Suzie Grondin , Arthur Charpentier , Philipp Ratz

Algorithmic collusion is an emerging concept in current artificial intelligence age. Whether algorithmic collusion is a creditable threat remains as an argument. In this paper, we propose an algorithm which can extort its human rival to…

计量经济学 · 经济学 2018-02-23 Nan Zhou , Li Zhang , Shijian Li , Zhijian Wang