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A Common Property and Special Property Entity Summarization Approach Based on Statistical Distribution

Combined with previous research, the concept of common property and special property are defined based on the statistical distributions of properties in our paper, and we use the two kinds properties to summarize entities. Common property is a property that the entities under the same type all have. It is the basic property of the entities, and it can help recognize a kind of entities. Special property is a property that just a few entities have, and it can help identify an individual entity among a kind of entities. In addition, we also calculated the importance of property values based on the statistical distributions of property values, so that when a entity has more than one property value with the same property, we choose the triple with more important property value to summarize the entity.