Online Auctions: There Can Be Only One

C. Aggarwal, Philip S. Yu
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引用次数: 5

Abstract

In recent years, the proliferation of the world wide web has lead toan increase in the number of public auctions on the internet. One ofthe characteristics of online auctions is that a successfulimplementation requires a high volume of buyers and sellers at itswebsite. Consequently, auction sites which have a high volume oftraffic have an advantage over those in which the volume is limited.This results in even greater polarization of buyers and sellerstowards a particular site. This is often referred to as the``network effect'' in a variety of web and telecommunicationapplications involving interactions among a large number ofentities. While this effect has qualitatively been known toincrease the value of the overall network, its effect has never beenmodeled or studied rigorously. In this paper, we construct a MarkovModel to analyze the network effect in the case of web auctions. Weshow that the network effect is very powerful for the case of webauctions and can result in a situation in which one auction canquickly overwhelm its competing sites. This results in a situationin which the natural stable equilibrium is that of a single onlineauction seller for a given product and geographical locality. Whilea single player structure is unlikely because of some approximationassumptions in the model, the trend seems to show the likelyexistence of single dominant player in the web auction space.
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网上拍卖:只能有一个
近年来,万维网的普及导致互联网上公开拍卖的数量增加。在线拍卖的一个特点是,成功的实施需要在其网站上有大量的买家和卖家。因此,拥有高流量的拍卖网站比那些流量有限的拍卖网站更有优势。这导致了买家和卖家对特定网站的两极分化。在涉及大量实体之间交互的各种网络和电信应用中,这通常被称为“网络效应”。虽然这种效应在定性上已知会增加整个网络的价值,但它的影响从未被建模或严格研究过。本文构建了一个马尔可夫模型来分析网络拍卖的网络效应。我们可以看到,网络效应对于网络拍卖来说是非常强大的,它可以导致一种情况,即一个拍卖可以迅速压倒它的竞争对手。这就导致了这样一种情况,即一个给定的产品和地理位置只有一个在线拍卖卖家,这是自然的稳定均衡。虽然由于模型中的一些近似假设,单一参与者结构不太可能存在,但趋势似乎表明网络拍卖领域可能存在单一主导参与者。
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