Campus risk early identification and restoration method and system based on digital, intelligent and teaching conjunctions

By building a multi-modal data fusion system and a hierarchical early warning mechanism, combining intelligent camera data and multi-dimensional learning and life data, the problems of incomplete campus risk identification and lagging response in the existing technology are solved, and the comprehensiveness and dynamic nature of risk identification is achieved, the accuracy of early warning and response efficiency are improved, and the scientificity and foresight of campus safety management are ensured.

CN120562870AInactive Publication Date: 2025-08-29YANGZHOU UNIV
View PDF 0 Cites 4 Cited by

Patent Information

Application Number
CN202510679457.8
Authority / Receiving Office
CN · China
Patent Type
Applications(China)
Current Assignee / Owner
Filing Date
2025-05-26
Publication Date
2025-08-29
Estimated Expiration
Not applicable · inactive patent

AI Technical Summary

Technical Problem

The existing campus risk identification system relies on a single data source and fixed indicators, and lacks multi-dimensional data collection, resulting in incomplete risk identification, poor dynamic nature, strong subjectivity, low efficiency, and lagging response, making it difficult to intervene in time during the risk germination period.

Method used

Build a multi-modal data fusion system, combine intelligent camera data and multi-dimensional learning and life data, set up a hierarchical warning mechanism, and through quantitative indicators and dynamic thresholds, the comprehensiveness and dynamic nature of risk identification will be achieved, the subjectivity of manual judgments will be reduced, and the accuracy of early warning and response efficiency will be improved.

Benefits of technology

It realizes the comprehensiveness and dynamic nature of risk identification, improves the accuracy of early warning and response efficiency, can quickly intervene in the early stage of risk germination, avoid problems escalation, provide scientific intervention basis, and improves the scientificity and foresight of campus safety management.

✦ Generated by Eureka AI based on patent content.

Smart Images

  • Figure CN120562870A_ABST
    Figure CN120562870A_ABST
Patent Text Reader

Abstract

The invention relates to the technical field of campus informatization, and discloses a campus risk early recognition and restoration method and system based on digital, intelligent and teaching conjunction.The method comprises the steps of constructing a multi-modal data fusion system, connecting a school teaching management system, obtaining a student learning data set, connecting a campus social platform and a campus area management system, obtaining a student life data set, and carrying out campus risk early recognition and restoration. Analyzing a student learning abnormal change index and a student life abnormal change index, then evaluating a student dynamic change index, constructing a sensing network for the whole domain by deploying intelligent cameras, obtaining an intelligent camera data set, extracting camera information of corresponding early risk concerning personnel in the intelligent camera data set, and carrying out early risk concerning on the early risk concerning personnel; according to the method, early risk concerning personnel camera feature indexes are calculated and analyzed, a grading early warning mechanism is set, repair intervention is carried out, comprehensiveness and dynamicity of risk identification are achieved, management personnel are assisted in rapid intervention in the risk germination period, and problem upgrading is avoided.
Need to check novelty before this filing date? Find Prior Art

Citation Information

Cited By

  • Information processing method and device for psychological crisis screening

    CN120998534A

  • Information processing methods and devices for psychological crisis screening

    CN120998534B

  • Campus monitoring video bullying behavior intelligent identification method

    CN121505526A

  • A method for intelligently identifying bullying behavior in a campus monitoring video

    CN121505526B