Concept recognition method and device, electronic equipment and medium

Abstract

The embodiment of the invention provides a concept recognition method and device, electronic equipment and a medium, and belongs to the technical field of data processing. The concept recognition method specifically comprises the steps of obtaining expected association between existing concepts; analyzing an initial concept existing in the input data set; calculating a first actual association among all the initial concepts; judging whether the difference between the expected association and the first actual association has directivity or not; if the difference between the expected association and the first actual association has directivity, identifying a new target concept in the data set; and if the difference between the expected association and the first actual association does not have directivity, forming a reasoning network by all the initial concepts and the first actual association. According to the scheme, the actual association is calculated according to the concepts contained in the data set, then the actual association is compared with the expected association, when the difference has directivity, the potential concepts are further mined, and the efficiency and automation of concept recognition are improved.

Description

technical field [0001] The embodiments of the present disclosure relate to the technical field of data processing, and in particular, to a concept recognition method, device, electronic equipment, and medium. Background technique [0002] At present, in the process of data processing, operators will quantify the concepts they think are meaningful as input data. However, there are some potentially meaningful concepts that the operator is not aware of and cannot be automatically discovered, so they will not be collected and included in the process. If only the existing concepts are used to train and form an inference network, it will lead to accurate results in the subsequent use process. Insufficient degree. [0003] It can be seen that there is an urgent need for an efficient and automatic concept recognition method. Contents of the invention [0004] In view of this, the embodiments of the present disclosure provide a concept recognition method, device, electronic devic...

AI Technical Summary

Problems solved by technology

However, there are some potentially meaningful concepts that the operator is not aware of and cannot be automatically discovered, so they will not be collected and included in the process. If only the existing concepts are used to train and form an inference network, it will lead to accurate results in the subsequent use process. Insufficient degree

Images