Interactive knowledge defining and processing method, system and device and readable medium

Abstract

The invention provides an interactive knowledge defining and processing method which comprises the following steps: S1, defining different business problems, determining entity types and relationship types which need to be extracted, and defining a label system; S2, labeling according to the defined entity type, the relationship type and the label system; S3, carrying out model training on the marked data to generate a model for solving a business problem; and S4, deploying the model to a production environment, and accessing actual data for application. According to the method, a set of label system conforming to data distribution and business scenes is defined, so that how to find knowledge contained in the data and how to adapt to constantly changing business scenes are realized.

Description

technical field [0001] The present invention relates to the technical field of big data, in particular to an interactive knowledge definition and processing method, system, device and readable medium. Background technique [0002] Natural Language Processing (Natural Language Processing, referred to as NLP) is a subfield of artificial intelligence (AI). Natural language is the crystallization of human wisdom. Natural language processing is one of the most difficult problems in artificial intelligence. Research is also fascinating and challenging. In theory, NLP is a very attractive way of human-computer interaction. Early language processing systems such as SHRDLU worked reasonably well when they were in a limited "building block world", conversing with a limited vocabulary. This made the researchers quite optimistic about the system, however, they quickly lost confidence when it was extended to environments full of the ambiguity and uncertainty of the real world. Since u...

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Problems solved by technology

[0005] In view of the defects in the prior art, the purpose of the present invention is to provide an interactive knowledge definition and processing method, system, device and readable medium, which solves a challenge in the actual scene that the definition of business problems itself is time-consuming Powerful, and with the passage of time and business development, the problem itself is also a technical problem that needs to change and evolve

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