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Sonification of probabilistic belief networks

机译:概率信仰网络的经济化

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We describe a working sonification system for design and implementation of real time data driven auditory display. Sonification is applied to enhance the visual display of an interactive decision support system consulting a Bayesian Belief Network (BBN). The sonification case presented in the paper employs the concept of auditory signature. The auditory signature is attributed to the nodes that observers wish to keep track of, particularly for monitoring the dynamics of internal nodes. The objective is to provide fine gradients of auditory information to help observers be aware of the relative contribution of internal nodes to the final outcome. For implementation of the prototype system, we developed a task based model of BBN dynamics. This model provides criteria for the design of a sonification architecture. The early development of a prototype architecture allows the research team to identify constraints presented by the visual display and interactivity of the BBN, and to develop alternatives early in the project cycle.
机译:我们描述了一个用于设计和实现实时数据驱动的听觉显示的工作Sonefication系统。 SONETICATION适用于增强互动决策支持系统的视觉显示,咨询贝叶斯信仰网络(BBN)。本文提出的超声处理案件雇用了听觉签名的概念。听觉签名归因于观察者希望跟踪的节点,特别是用于监视内部节点的动态。目的是提供良好的听觉信息梯度,以帮助观察者了解内部节点对最终结果的相对贡献。为了实现原型系统,我们开发了一种基于BBN动态的任务模型。该模型提供了Sonefication架构设计的标准。原型架构的早期发展允许研究团队识别由BBN的视觉显示和交互性呈现的约束,并在项目周期早期开发替代品。

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