Dormitory clustering management method and system under Gaussian mixture model

Abstract

The invention discloses a dormitory clustering management method and a system under a Gaussian mixture model. The method comprises the steps of through computer network equipped for each dormitory building, calling-in and calling-out information of daily accommodation students is input into the computer management system in time; inserting each piece of new accommodation data into the existing Gaussian mixture model tree by adopting a Gaussian mixture model clustering method, updating the clustering tree according to an insertion result, checking whether the accommodation data inserted into the clustering tree needs to be deleted, and deleting the accommodation data if the accommodation data needs to be deleted; and after all accommodation data is read, determining a clustering result. According to the method, all clustering data are counted and reserved timely and accurately, so that dynamic management of student dormitory conditions is realized; the method provided by the invention can achieve a better effect in the aspects of clustering accuracy, execution efficiency and stability, reduces the labor intensity of dormitory managers, and improves the management level of schools.

Description

technical field [0001] The invention belongs to the field of data clustering and analysis, and in particular relates to a dormitory clustering management method and system under a Gaussian mixture model. Background technique [0002] At present, my country's colleges and universities are still in the stage of continuous expansion and opening up, and the campus security problems of colleges and universities are becoming increasingly prominent, and colleges and universities are also actively laying campus security systems to ensure the safety of teachers and students in all aspects of the campus. Dormitory security, as an important part of campus security issues, has been widely valued. Many colleges and universities have gradually built and perfected the access management plan for dormitory buildings. Most of the existing channel management systems mainly rely on campus cards and other radio frequency cards to identify student identities to achieve personnel access managemen...

AI Technical Summary

Problems solved by technology

[0006] Therefore, in order to solve the problems of current dormitory management confusion, lack of electronic statistical clustering management of student data, and weak management of foreign personnel entering and leaving the dormitory, this paper discloses a dormitory clustering management method and system under the Gaussian mixture model, through The Gaussian mixture model effectively clusters and manages the students who have moved in. At the same time, it reasonably records and analyzes the outsiders to protect the order and safety of the dormitory to the greatest extent.

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