CN112488490A - Military training wisdom auxiliary system based on informationization - Google Patents
Military training wisdom auxiliary system based on informationization Download PDFInfo
- Publication number
- CN112488490A CN112488490A CN202011347805.5A CN202011347805A CN112488490A CN 112488490 A CN112488490 A CN 112488490A CN 202011347805 A CN202011347805 A CN 202011347805A CN 112488490 A CN112488490 A CN 112488490A
- Authority
- CN
- China
- Prior art keywords
- training
- management system
- intelligent
- military
- analysis
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Pending
Links
- 238000004458 analytical method Methods 0.000 claims description 12
- 230000000694 effects Effects 0.000 claims description 5
- 238000013528 artificial neural network Methods 0.000 claims description 4
- 238000007405 data analysis Methods 0.000 claims description 4
- 238000001514 detection method Methods 0.000 claims description 2
- 238000000034 method Methods 0.000 description 4
- 230000009897 systematic effect Effects 0.000 description 2
- 230000007547 defect Effects 0.000 description 1
- 238000010586 diagram Methods 0.000 description 1
- 238000011156 evaluation Methods 0.000 description 1
- 230000002093 peripheral effect Effects 0.000 description 1
Images
Classifications
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q10/00—Administration; Management
- G06Q10/06—Resources, workflows, human or project management; Enterprise or organisation planning; Enterprise or organisation modelling
- G06Q10/063—Operations research, analysis or management
- G06Q10/0639—Performance analysis of employees; Performance analysis of enterprise or organisation operations
- G06Q10/06393—Score-carding, benchmarking or key performance indicator [KPI] analysis
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N3/00—Computing arrangements based on biological models
- G06N3/02—Neural networks
- G06N3/08—Learning methods
- G06N3/084—Backpropagation, e.g. using gradient descent
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q10/00—Administration; Management
- G06Q10/06—Resources, workflows, human or project management; Enterprise or organisation planning; Enterprise or organisation modelling
- G06Q10/063—Operations research, analysis or management
- G06Q10/0631—Resource planning, allocation, distributing or scheduling for enterprises or organisations
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q50/00—Information and communication technology [ICT] specially adapted for implementation of business processes of specific business sectors, e.g. utilities or tourism
- G06Q50/10—Services
- G06Q50/20—Education
- G06Q50/205—Education administration or guidance
Landscapes
- Business, Economics & Management (AREA)
- Engineering & Computer Science (AREA)
- Human Resources & Organizations (AREA)
- Strategic Management (AREA)
- Educational Administration (AREA)
- Theoretical Computer Science (AREA)
- Physics & Mathematics (AREA)
- Economics (AREA)
- Tourism & Hospitality (AREA)
- General Physics & Mathematics (AREA)
- Entrepreneurship & Innovation (AREA)
- Marketing (AREA)
- General Business, Economics & Management (AREA)
- Development Economics (AREA)
- General Health & Medical Sciences (AREA)
- Quality & Reliability (AREA)
- Health & Medical Sciences (AREA)
- Educational Technology (AREA)
- Operations Research (AREA)
- Game Theory and Decision Science (AREA)
- Life Sciences & Earth Sciences (AREA)
- Data Mining & Analysis (AREA)
- Evolutionary Computation (AREA)
- Molecular Biology (AREA)
- Computing Systems (AREA)
- General Engineering & Computer Science (AREA)
- Mathematical Physics (AREA)
- Software Systems (AREA)
- Computational Linguistics (AREA)
- Biophysics (AREA)
- Biomedical Technology (AREA)
- Artificial Intelligence (AREA)
- Primary Health Care (AREA)
- Management, Administration, Business Operations System, And Electronic Commerce (AREA)
Abstract
The invention discloses an intelligent auxiliary system for military training based on informatization. Scientific and standardized military training is a basic requirement of a new military training outline in China, and the invention follows the basic requirement and carries out whole-course intelligent management on the military training based on informatization. The invention is composed of data acquisition equipment and a field training management system, and implements comprehensive system management on military training.
Description
Technical Field
The invention relates to a training system, in particular to an intelligent military training system.
Background
The military training and assessment outline is formally released from 1 month and 1 day in 2019, and the whole army and armed police forces in China are trained according to a new outline. The strict training and the class-based training are basic requirements of a new outline, and the implementation of the basic requirements needs an informatization and intelligentized training system to be matched with the basic requirements so as to realize the systematic organic combination of the training content, the index requirements and the management system.
At present, the data acquisition mode of a military training system which is mostly adopted in China depends on manpower, so that the problems of difficult acquisition of training data, low accuracy of the training data, easy loss of the training data and the like are caused; the training plan is designed to be extensive, the training management refinement degree is not high, and the training process and the training result lack an effective supervision means; the training conclusion lacks a scientific training effect analysis method, a training result evaluation system is not comprehensive, and a systematic display means is lacked.
Disclosure of Invention
The invention aims to provide an intelligent auxiliary system for military training based on informatization so as to realize overall management of military training and intelligent analysis of training data aiming at the defects of the prior art. In order to achieve the purpose, the technical scheme adopted by the invention is as follows:
an intelligent auxiliary system for military training based on informatization comprises training data acquisition equipment and a training management system.
The training data acquisition equipment is responsible for acquiring the dynamic information of the trained personnel, recording the whole training and testing process and synchronously recording the relevant information which influences the training performance such as temperature, wind direction, wind speed and the like on the training day.
The training management system is responsible for managing training content, training scores, training promotion plans, training materials and intelligent analysis of the training scores.
And the training management system formulates the current training content according to the training historical performance and the new training outline.
The training management system takes the information of the participators as a label, receives training data, generates training scores, approves the managers and finally completes the storage of the training scores.
The training result intelligent analysis system carries out comprehensive intelligent analysis on the training results and the result influence factors based on clustering and a BP neural network, carries out intelligent data analysis on military training key indexes, and provides training effects for training management units and UI presentation.
And the training result improving unit generates an individualized training plan aiming at each training person according to the intelligent analysis conclusion of the training results and the index physical sign information of the training persons.
The training material management system is responsible for allocating, counting and managing training related materials.
Description of the drawings:
FIG. 1 is a topological diagram of an intelligent auxiliary system for military training based on informatization.
Compared with the prior art, the invention has the unique advantages that:
1. the intelligent auxiliary system for military training based on informatization provided by the invention performs data analysis based on military training key indexes of clustering and BP neural networks, provides training effects for training management units and presents the training effects through a UI.
2. The invention provides an intelligent military training auxiliary system based on informatization, which is used for generating reports step by step according to various training units and customizing the reports in an object-oriented manner.
According to the intelligent auxiliary system for military training based on informatization, training personnel data acquisition is combined with wearing by using intelligent detection equipment, and attitude data is sampled in real time and at high synchronization.
The invention will be described in detail below with reference to the drawings and a specific embodiment. It should be emphasized that the following description is merely exemplary in nature and is not intended to limit the scope of the invention or its application.
S1: logging in an information management interface of the personnel participating in training, and importing the current training plan.
S2: according to current training techniques, it is verified whether the training material is complete.
S2: and testing physical signs of the personnel involved in training, and updating the indexed physical sign information of the personnel involved in training.
S2: and (5) recording the whole training process of the person to be trained by using the training data acquisition equipment.
S3: importing training data, importing peripheral influence factor data related to the training, importing the indexed physical sign information, performing data analysis based on clustering and BP neural network military training key indexes, performing UI presentation, and reporting to training managers.
S4: and the training result promotion plan unit makes a next training plan of the training personnel according to the intelligent analysis result of the training result, the personal result promotion plan and the new training outline, and updates the previous training plan.
S5: after training is finished, the material management system updates training material information.
Claims (6)
1. The utility model provides a military training wisdom auxiliary system based on informationization which characterized in that, the system comprises training data acquisition equipment and training management system.
2. The training data acquisition device according to claim 1, wherein the posture, position, height and training dynamics of the personnel involved in training are judged through personal wearable device or multi-sensor logic detection, and the training outline is embedded into a data acquisition terminal and designed with high experience.
3. The training management system according to claim 1, wherein the training management system includes a training content management system, a training result intelligent analysis system, a training result promotion plan unit, and a training material management system.
4. The training content management system according to claim 2, wherein the training content is prepared based on the new outline training content and the historical training performance.
5. The intelligent training result analysis system of claim 2, wherein intelligent data analysis is performed on military training key indexes based on clustering, BP neural network, and all elements affecting training results such as environment elements, so as to provide training effect for training management units and UI presentation.
6. The training result improvement plan unit according to claim 2, wherein the training result improvement plan unit performs intelligent analysis on physical signs of the participating personnel, generates indexed physical sign information, periodically detects and updates the participating personnel again, performs scientific and multidimensional intelligent analysis on historical training results, generates decomposed training results, combines the indexed physical sign information and the decomposed training results of the participating personnel, performs intelligent analysis, and generates a personalized training plan for each participating personnel.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202011347805.5A CN112488490A (en) | 2020-11-26 | 2020-11-26 | Military training wisdom auxiliary system based on informationization |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202011347805.5A CN112488490A (en) | 2020-11-26 | 2020-11-26 | Military training wisdom auxiliary system based on informationization |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| CN112488490A true CN112488490A (en) | 2021-03-12 |
Family
ID=74935580
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN202011347805.5A Pending CN112488490A (en) | 2020-11-26 | 2020-11-26 | Military training wisdom auxiliary system based on informationization |
Country Status (1)
| Country | Link |
|---|---|
| CN (1) | CN112488490A (en) |
Cited By (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN114822143A (en) * | 2022-06-29 | 2022-07-29 | 深圳前海壹路科技有限公司 | Military training intelligent examination management system and method |
-
2020
- 2020-11-26 CN CN202011347805.5A patent/CN112488490A/en active Pending
Cited By (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN114822143A (en) * | 2022-06-29 | 2022-07-29 | 深圳前海壹路科技有限公司 | Military training intelligent examination management system and method |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| CN107527075B (en) | Method and device for establishing corresponding relation between RFID (radio frequency identification) tag and personnel and tracking track | |
| CN104318340B (en) | Information visualization methods and intelligent visible analysis system based on text resume information | |
| CN103955969B (en) | A kind of student classroom work attendance statistics system | |
| CN111078897A (en) | System for generating six-dimensional knowledge map | |
| CN112333420B (en) | Big data information security management system of smart campus | |
| CN107391547A (en) | A kind of manpower object data matching process and system | |
| CN107274315A (en) | Classroom based on wechat public number is registered method and system | |
| CN111080241A (en) | Internet platform-based data-based talent management analysis system | |
| CN112488490A (en) | Military training wisdom auxiliary system based on informationization | |
| CN111402902A (en) | Classroom attendance method based on voice recognition | |
| CN116720098A (en) | Abnormal behavior sensitive student behavior time sequence modeling and academic early warning method | |
| CN111160857A (en) | Hospital standard culture clinical teaching management system based on internet platform | |
| CN114491078A (en) | Community project personnel foothold and peer personnel analysis method based on knowledge graph | |
| CN113378014A (en) | Campus personal carbon footprint evaluation method and system | |
| CN113592445A (en) | Talent management system based on big data | |
| CN109816120A (en) | Computer room operation management method, electronic device and storage medium | |
| CN108596461B (en) | Intelligent system and method for training effect evaluation | |
| CN108090700A (en) | The evaluating method and system that a kind of campus operation sign monitoring based on campus big data is studied and judged | |
| CN111340972A (en) | Attendance checking method based on voice recognition | |
| CN113379366A (en) | Campus positioning attendance management method, device, equipment and medium | |
| CN112885482A (en) | Epidemic situation prevention method for student returning school | |
| CN112149941A (en) | Intelligent course arrangement system and method | |
| Jianyun | Big data assisted online teaching platform for ideological and political theory course in universities | |
| CN110310385B (en) | Wisdom campus attendance management system | |
| Chunqiao et al. | Method and System Constructing for Learning Situation Early Warning based on Data Mining Techniques |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| PB01 | Publication | ||
| PB01 | Publication | ||
| SE01 | Entry into force of request for substantive examination | ||
| SE01 | Entry into force of request for substantive examination | ||
| WD01 | Invention patent application deemed withdrawn after publication | ||
| WD01 | Invention patent application deemed withdrawn after publication |
Application publication date: 20210312 |