Data mining method and device, storage medium and electronic equipment

Abstract

The invention relates to the technical field of computers, in particular to a data mining method and device, a storage medium and electronic equipment. The method comprises the steps that a relation template is mined in a corpus according to known disease drug relations; Obtaining 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 a potential disease drug relationship in the disease drug relationship network; Verifying the potential disease drug relationship through a disease drug relationship record in real medical data, and determining the verified potential disease drug relationship as a target disease drug relationship. According to the method and the device, the cost of mining the potential disease drug relationship is greatly reduced, the mining efficiency is improved, the mining accuracy of the potential disease drug relationship is improved,the verification accuracy and the verification efficiency of the potential disease drug relationship are also improved, and the verification cost is reduced.

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.

Images