Method for quickly realizing public security research and judgment model

Abstract

The invention discloses a rapid implementation method based on a public security research and judgment model, and is used for solving the problems that in the public security industry, various research and judgment models based on multi-department and multi-industry fusion data are difficult to construct abnormally, and the expansibility and adaptability of the research and judgment models are poor. The method comprises the steps of data source construction, visual model configuration, model execution and model result displaying. According to the method, a node execution stack is formed in aninterface configuration mode, then data of each node in the stack is loaded into a memory by analyzing the execution stack, a memory storage space is constructed, landing nodes are landed, finally, execution of the whole model is completed, the model is constructed in the interface configuration mode, the technical requirement is low, and a model can be constructed by non-technicians; the whole thought is analyzed into an execution stack, the execution sequence is clear, and the expandability is high; the execution process is operated, the efficiency is high, and resources are not wasted; adjustment and expansion can be changed at any time, and flexibility is high.

Description

technical field [0001] The invention relates to the technical field of data fusion processing, in particular to a method for rapid implementation based on a public security research and judgment model. Background technique [0002] With the advent of the era of big data, the application of big data by public security agencies at the provincial and municipal levels across the country has shown a trend of accelerating development. Full data access and multi-source data fusion connect the fragmented and scattered data islands scattered in various units, various police types, and various business systems into a data continent. At the same time, based on the premise of big data, public security organs at all levels actively explore and summarize various research and judgment models based on the actual needs of public security business. , machine learning and other modes of research and judgment, not only fit the actual business scenarios, but also support cross-department, cross...

AI Technical Summary

Problems solved by technology

[0004] The purpose of the present invention is to provide a method based on the rapid implementation of the public security research and judgment model; it is used to solve the problems in the public security industry that the construction of various research and judgment models based on multi-department and multi-industry fusion data is extremely difficult and the scalability and adaptability of the research and judgment models are poor; The invention reads the model configuration file into the memory, analyzes the model configuration file, generates an execution stack, executes the execution nodes one by one according to the content of the execution stack, and after the model execution is completed, saves the related data of the model execution, and forms the node execution stack through interface configuration. Then load the data of each node in the stack into the memory by parsing the execution stack, and construct the memory storage space, land the landing nodes, and finally complete the execution of the entire model. The model is built through the interface configuration, which has low technical requirements and can be used by non-technical personnel. Build a model; analyze the whole idea into an execution stack, the execution sequence is clear, and the scalability is strong; the execution process is mid-operation, high efficiency, and no waste of resources; it can be changed, adjusted and expanded at any time, with strong flexibility

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