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. In order to carry out similarity retrieval in mass information accurately and efficiently, this paper proposes a similarity retrieval algorithm based on multilevel fingerprint comparison matrix. For mass text information, firstly, using the Simhash algorithm to generate multilevel fingerprints; secondly, selecting the similar texts, and constructing a comparison matrix; then, the similarity between texts is accurately marked by using the comparison matrix; Finally, the real data of a company is applied to verify the accuracy and efficiency of the proposed algorithm.

Similarity Retrieval Algorithm based on Multilevel Fingerprint Comparison Matrix