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Trust and Reputation Systems

机译:信任和声誉系统

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摘要

There are currently very few practical methods for assessing the quality of resources or the reliability of other entities in the online environment. This makes it difficult to make decisions about which resources can be relied upon and which entities it is safe to interact with. Trust and reputation systems are aimed at solving this problem by enabling service consumers to reliably assess the quality of services and the reliability of entities before they decide to use a particular service or to interact with or depend on a given entity. Such systems should also allow serious service providers and online players to correctly represent the reliability of themselves and the quality of their services. In the case of reputation systems, the basic idea is to let parties rate each other, for example after the completion of a transaction, and use the aggregated ratings about a given party to derive its reputation score. In the case of trust systems, the basic idea is to analyse and combine paths and networks of trust relationships in order to derive measures of trustworthiness of specific nodes. Reputation scores and trust measures can assist other parties in deciding whether or not to transact with a given party in the future, and whether it is safe to depend on a given resource or entity. This represents an incentive for good behaviour and for offering reliable resources, which thereby tends to have a positive effect on the quality of online markets and communities. This chapter describes the background, current status and future trend of online trust and reputation systems.
机译:当前,很少有实用的方法可以评估在线环境中资源的质量或其他实体的可靠性。这使得难以决定可以依赖哪些资源以及可以安全地与哪些实体进行交互。信任和信誉系统旨在通过使服务使用者能够在他们决定使用特定服务或与给定实体进行交互或依赖给定实体之前可靠地评估服务质量和实体的可靠性来解决此问题。这样的系统还应该允许认真的服务提供商和在线播放器正确地代表自己的可靠性和他们的服务质量。在信誉系统的情况下,基本思想是让各方(例如,在交易完成之后)相互评分,并使用有关给定方的汇总评分来得出其信誉分数。对于信任系统,基本思想是分析和组合信任关系的路径和网络,以便得出特定节点的信任度度量。信誉评分和信任度可以帮助其他方决定将来是否与给定方进行交易,以及是否可以安全地依赖给定资源或实体。这是对良好行为和提供可靠资源的一种激励,从而往往会对在线市场和社区的质量产生积极影响。本章介绍了在线信任和信誉系统的背景,现状和未来趋势。

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