Entity coreference resolution method based on similarity
A technology of coreference resolution and similarity, applied in the field of data fusion, it can solve the problems of entity coreference resolution, duplicate names, incomplete data quality assessment system, and synonyms, etc., and achieves easy promotion, strong practicability, and easy handling effect of effect
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[0029] Embodiment: a kind of similarity-based entity coreference resolution method, refer to the attached figure 1 , including the following steps:
[0030] Step 1: Preprocessing process.
[0031] Take the data description object as the entity, preprocess the data in the data set, select k fields in each piece of data as the key, and the entire data record as the value, forming a key-value pair form. As shown in the following table, there are multiple data records. Select the four items of product name, product ID, product price and color as the key, and the complete information of this record as the value of this record.
[0032]
[0033]
[0034] Step 2: Calculate the Cartesian product of the data set, that is, each piece of data is paired in pairs to form a data pair. For example, there are 4 pieces of data A, B, C, and D, which can form more than 6 data pairs of AB, AC, AD, BC, BD, and CD. Combined with Table 1, this record numbered 0201 can be combined with all ...
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