一个收集在线拍卖数据的软件工具

Rodel Balingit, Jarrod Trevathan, Yong Jin Lee, W. Read
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引用次数: 7

摘要

网上拍卖正日益成为可疑卖家匿名从事欺诈行为的首选平台。虽然研究人员在设计打击拍卖欺诈机制方面的努力是高尚的,但他们经常因缺乏可用的拍卖数据而感到沮丧。这些数据对于了解欺诈特征和测试建议的安全补救措施是非常宝贵的工具。更糟糕的是,在线拍卖来源不愿意提供拍卖数据,通常以“安全和隐私”为理由不愿提供帮助。本文提出了一个能够从各种网上拍卖资源中提取数据的软件工具。该系统能够根据给定的搜索标准收集已完成拍卖的所有数据,并在拍卖完成后返回收集正在进行的拍卖的数据(无需用户干预)。我们将分享我们在开发过程中的经验,并描述为成功建立这样一个系统必须克服的挑战。收集的数据用于分析参与在线拍卖的卖家和买家的行为和竞标模式。论文中提出的工作是第一次认真尝试创建一个公开可用的软件工具,并建立一个在线拍卖数据存储库,供其他研究人员免费使用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Software Tool for Collecting Data from Online Auctions
Online auctions are increasingly becoming the platform of choice for dubious sellers to engage anonymously in fraudulent behaviour.  While researchers are noble in their efforts to devise mechanisms to counter auction fraud, they are often frustrated by the lack of available auction data.  Such data is an invaluable tool to gain insight about fraudulent traits and for testing proposed security remedies. This is compounded by online auction sources being non-cooperative in providing auction data, usually citing "security and privacy'' as reasons for not wanting to help.  This paper presents a software tool that can extract data from various online auction sources.  The system is able to collect all the data for a given search criteria on auctions that have completed, and also returns later to collect the data from ongoing auctions once they have completed (without user intervention).  We share our experiences from the development process and describe the challenges that must be overcome to successfully set up such a system. The data collected is used to analyse the behaviour and bidding patterns of sellers and buyers that are engaged in online auctions.  The work presented in this paper represents the first serious attempt at creating an openly available software tool and establishing a repository of online auction data that will be free for use by other researchers.
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