Dormitory clustering management method and system under Gaussian mixture model

A Gaussian mixture model and management method technology, applied in the field of data clustering and analysis, which can solve the problems of lack of electronic statistical clustering management of already-occupant student data, chaotic dormitory management, and weak management of foreigners entering and leaving the dormitory.

Inactive Publication Date: 2020-01-31
山东电子职业技术学院 +1
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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

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  • Dormitory clustering management method and system under Gaussian mixture model
  • Dormitory clustering management method and system under Gaussian mixture model
  • Dormitory clustering management method and system under Gaussian mixture model

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Embodiment Construction

[0024] Exemplary embodiments of the present disclosure will be described in more detail below with reference to the accompanying drawings. Although exemplary embodiments of the present disclosure are shown in the drawings, it should be understood that the present disclosure may be embodied in various forms and should not be limited by the embodiments set forth herein. Rather, these embodiments are provided for more thorough understanding of the present disclosure and to fully convey the scope of the present disclosure to those skilled in the art.

[0025] Refer to attached figure 1 , a work flow diagram of a dormitory clustering management method under a Gaussian mixture model involved in the present invention;

[0026] A dormitory cluster management method under a Gaussian mixture model, characterized in that it includes:

[0027] Carry out cluster management on the information of students who have already checked in in the dormitory and the information of campus administra...

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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...

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Application Information

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IPC IPC(8): G06K9/00G06K9/62G06Q50/20
CPCG06Q50/20G06V40/168G06V40/172G06F18/23G06F18/24155
Inventor 王瑞锋李斯嘉王东敬
Owner 山东电子职业技术学院
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