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Trustworthiness of Information Sources and Information Pedigrees

机译:信息来源和信息谱系的可信度

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To survive, and indeed thrive, in an open heterogenous information sharing environment, an agent's ability to evaluate the trustworthiness of other agents becomes crucial. In this paper, we investigate a procedure for evaluating an agent's trustworthiness as an information source. By separating the procedure into competency analysis and sincerity analysis, we are able to deal with complicated cases involving the passing-on of information, where the same information may reach a receiver agent via different routes. In order to keep information about the source agent we use an information pedigree as a means to maintain the history of communicated information. Our evaluation of trustworthiness can be employed to drive data fusion, weighted knowledge base merging, and multiple source conflict resolution.
机译:为了在开放的异构信息共享环境中生存并实现繁荣,代理评估其他代理的可信度的能力变得至关重要。在本文中,我们研究了一种评估代理人作为信息源的可信度的过程。通过将程序分为能力分析和诚意分析,我们能够处理涉及信息传递的复杂情况,其中相同的信息可能通过不同的途径到达接收者代理。为了保留有关源代理的信息,我们使用信息谱系作为维护通信信息历史记录的一种方法。我们对可信度的评估可用于推动数据融合,加权知识库合并和多源冲突解决。

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