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Indiscernibility and Similarity in an Incomplete Information Table

机译:不完整信息表中的不可区分性和相似性

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摘要

A new method is proposed for interpreting and constructing relationships between objects in an incomplete information table. An incomplete information table is expressed as a family of complete tables. One can define an indiscernibility relation for each complete table and then get a family of indiscernibility relations of all complete tables. A pair of an indiscernibility and a similarity relation is constructed by the intersection and union of this family of indiscernibility relation. It provides a clear semantic interpretation for relationship between objects of an incomplete information table. In fact, it is a pair of bounds of the actual indiscernibility relation if all values in the incomplete table were known.
机译:提出了一种新的方法来解释和构造不完整信息表中对象之间的关系。不完整的信息表表示为完整表的族。可以为每个完整表定义一个不可区分的关系,然后获得所有完整表的不可区分的关系。通过该不可分辨关系族的交集和并,构造一对不可分辨和相似关系。它为不完整信息表的对象之间的关系提供了清晰的语义解释。实际上,如果不完整表中的所有值都是已知的,则这是实际不可区分关系的一对边界。

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