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Simulation method and device of infectious disease transmission trend, electronic equipment and storage medium

A simulation method and infectious disease technology, applied in the computer field, can solve the problems of data learning limitations, data incompleteness, limited differences, and individual differences, etc., to achieve the effect of accurate analysis

Pending Publication Date: 2021-06-01
BEIJING UNIV OF CIVIL ENG & ARCHITECTURE
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Problems solved by technology

However, the data in the early stage of the outbreak are incomplete, limited and different, and there are limitations in data learning, and current research mainly uses LSTM, ARIMA or MAE algorithms to simulate groups without considering individual differences

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  • Simulation method and device of infectious disease transmission trend, electronic equipment and storage medium
  • Simulation method and device of infectious disease transmission trend, electronic equipment and storage medium
  • Simulation method and device of infectious disease transmission trend, electronic equipment and storage medium

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Embodiment Construction

[0108] The embodiments of the present invention will be further described in detail below in conjunction with the accompanying drawings, so that those skilled in the art can implement them with reference to the description.

[0109] figure 1 It is a flow chart of a method for simulating the spreading trend of infectious diseases provided by an embodiment of the present invention, the method is executed by a system with processing capabilities, a server or a simulating device for spreading trends of infectious diseases. like figure 1 As shown, the above methods include:

[0110] Step 110, constructing a virtual city, and placing multiple agents in the virtual city.

[0111]An agent (Agent) is an intelligent individual that can operate independently in a certain environment, acts on its own generating environment and is also affected by the external environment, and can continuously acquire knowledge from the environment to improve its own capabilities. Agent-based modeling a...

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Abstract

The embodiment of the invention discloses an infectious disease transmission trend simulation method and device, electronic equipment and a storage medium. The method comprises the following steps: constructing a virtual city, and placing a plurality of agents in the virtual city; according to the transmission rule of the infectious diseases, determining an intelligent body health state conversion rule; according to the migration rule of each agent, controlling each agent to migrate in the virtual city; constructing a contact network among the plurality of agents according to the migration of the plurality of agents in the virtual city; and driving the infectious disease to spread among the plurality of agents according to the contact network among the plurality of agents and the agent health state conversion rule. According to the method and the device, the propagation trend of the infectious disease epidemic situation can be accurately simulated.

Description

technical field [0001] The embodiments of the present invention relate to the field of computer technology, and in particular to a simulation method, device, electronic equipment and storage medium for the propagation trend of infectious diseases. Background technique [0002] At the beginning of 2020, Novel Coronavirus Pneumonia (COVID-19) is a respiratory infectious disease caused by the novel coronavirus SARS-COV-2 that has ravaged the world, threatening human life and health and affecting the prosperity and development of society. At present, the epidemic situation in my country is stabilizing, and the transmission situation during the epidemic period in various cities is becoming increasingly clear. Simulating and reproducing the epidemic transmission in various cities will help analyze the transmission law of the epidemic, evaluate the epidemic prevention measures of the government and the level of hospital diagnosis and treatment. However, as the government's control ...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G16H50/80
CPCG16H50/80
Inventor 张健钦李卓航丁莹曹中浩李江川邓少存贾礼朋
Owner BEIJING UNIV OF CIVIL ENG & ARCHITECTURE
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