Intelligent monitoring method and device, computer equipment and storage medium

Abstract

The invention discloses an intelligent monitoring method and device, computer equipment and a storage medium, and the method comprises the steps: collecting the basic information and target address ofa floating person and the MAC address of portable electronic equipment; generating an action path and an activity space according to the target address; collecting real-time data, performing structured processing on the real-time data to obtain structured data, storing the structured data in an acceleration processing layer, and storing historical data in a batch processing layer; carrying out correlation analysis on the space-time relationship of the real-time data, and outputting a behavior space track of the floating person and residence time at each monitoring point; and outputting the probability of track abnormality through a classification model based on supervised learning, and giving an alarm outwards when the probability exceeds a threshold value. According to the invention, therelated information of the floating personnel is collected, and the plurality of monitoring points are combined to monitor the floating personnel, so that the information coverage of the floating personnel is improved, the trajectory tracking of the floating personnel is enhanced, and the interests of community residents are guaranteed.

Description

technical field [0001] The invention relates to the technical field of intelligent monitoring, in particular to an intelligent monitoring method, device, computer equipment and storage medium based on time-space relationship. Background technique [0002] With the rapid development of our country's social economy, especially the people-oriented new urbanization construction in recent years, the population is rapidly gathering in cities and towns. The mobility of people in large and medium-sized cities continues to increase, and at the same time, local services based on communities continue to be refined, and the flow of people in communities is becoming more and more complicated. [0003] Under the background of the new era, the service needs of community residents are becoming more and more diversified. Domestic service personnel such as nannies, cleaning, maintenance and installation, and commercial service personnel such as intermediaries, takeaway delivery, and tutoring...

AI Technical Summary

Problems solved by technology

[0004] The traditional property information and access control system only cooperates with security personnel to manually register and release at the entrance and exit of the community. There are problems such as low coverage of mobile personnel information and the inability to track the trajectory of mobile personnel after entering the community. It is difficult to meet the high-quality modern The operating model of the smart community

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