Data mining method and device, storage medium, electronic equipment

Abstract

The present disclosure relates to the field of computer technology, and in particular to a data mining method and device, a storage medium, and electronic equipment. The method includes: mining a relationship template in a corpus according to a known disease-drug relationship; acquiring a new disease-drug relationship in the corpus according to the relationship template; constructing a disease-drug relationship network according to the new disease-drug relationship; Mining the potential disease-drug relationship in the disease-drug relationship network; verifying the potential disease-drug relationship through the disease-drug relationship record in the real medical data, and determining the verified potential disease-drug relationship as the target disease-drug relationship . The disclosure greatly reduces the cost of mining potential disease-drug relationships, improves mining efficiency, and improves the mining accuracy of potential disease-drug relationships. In addition, it also improves the verification accuracy and verification efficiency of potential disease-drug relationships, reducing the Verification costs.

Description

technical field [0001] The present disclosure relates to the field of computer technology, and in particular to a data mining method and device, a storage medium, and electronic equipment. Background technique [0002] Literature-based knowledge discovery refers to the process of mining the internal relationship between certain data from published literature, and proposing new hypotheses based on this, and then verifying it through experiments by researchers, and then mining new knowledge. [0003] At present, data mining technology is playing an increasingly important role in knowledge discovery in the medical field. For example, it is possible to mine the relationship between adverse drug reactions of diseases in a large number of literatures, and predict the relationship of adverse reactions of potential diseases and drugs according to the relationship of adverse drug reactions of diseases mined. Carry out data mining, and predict the potential disease drug efficacy-resp...

AI Technical Summary

Problems solved by technology

[0006] The purpose of the present disclosure is to provide a data mining method and device, a storage medium, and an electronic device, so as to overcome at least to a certain extent the high cost, low efficiency, and easy omission of mining disease-drug relationships from literature due to manual labeling , it is more difficult to realize, which will lead to problems such as increased cost, reduced efficiency, and reduced accuracy of mining potential disease-drug relationships.

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