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METHOD FOR PROCESSING UNCERTAIN DATA FROM A PLURALITY OF HETEROGENEOUS SOURCES AND ASSOCIATED AUTOMATIC DECISION SUPPORT METHOD

机译:多种异构源处理不确定数据的方法及相关自动决策支持方法

摘要

The invention concerns a method for processing uncertain data from a plurality of heterogeneous sources, suitable for being applied to a system for automatic decision support based on uncertain data. The method of the invention is used to obtain (38) a plurality of data sets to be merged from a hierarchical structured model defining entities and relationships between said entities, said entities being representative of the data to be merged, and a plurality of observations, each observation having an associated level of certainty of observation, each observation being formed from data values corresponding to at least a portion of the entities of said hierarchical structured model, and to calculate (40), for each data set to be merged, an associated overall level of certainty taking into consideration the level of certainty of observation associated with each observation contributing to said data sets to be merged. The invention also concerns a decision support method associated with the method for processing uncertain information.
机译:本发明涉及一种用于处理来自多个异构源的不确定数据的方法,该方法适用于基于不确定数据的自动决策支持系统。本发明的方法用于从定义实体和所述实体之间的关系的分层结构模型中获得(38)多个要合并的数据集,所述实体表示要合并的数据,以及多个观察值,每个观察具有相关的观察确定性级别,每个观察由对应于所述分层结构模型的实体的至少一部分的数据值形成,并且对于要合并的每个数据集计算(40)一个关联总体确定性水平,考虑到与有助于合并的所述数据集的每个观察结果相关的观察结果的确定性水平。本发明还涉及与用于处理不确定信息的方法相关联的决策支持方法。

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