CN111915147A - Intelligent-oriented multi-source heterogeneous data analysis platform - Google Patents
Intelligent-oriented multi-source heterogeneous data analysis platform Download PDFInfo
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- CN111915147A CN111915147A CN202010653255.3A CN202010653255A CN111915147A CN 111915147 A CN111915147 A CN 111915147A CN 202010653255 A CN202010653255 A CN 202010653255A CN 111915147 A CN111915147 A CN 111915147A
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Abstract
The invention discloses an intelligent multi-source heterogeneous data analysis platform, which relates to the technical field of data analysis and comprises a sales information data acquisition module, a cost information data acquisition module, a data information cache module, a risk information data acquisition module, a data information screening module, a data information analysis module, a platform information display module and a risk evaluation module, wherein the output end of the sales information data acquisition module is electrically connected with the input end of the data information cache module, the sales information data acquisition is realized through the sales information data acquisition module, the cost information acquisition is realized through the cost information data acquisition module, then the net profit is calculated according to the information quantity of the risk information data acquisition module and the matching use between the data screening module and the data information analysis module, meanwhile, the evaluation of the risk level of the enterprise is realized.
Description
Technical Field
The invention relates to the technical field of data analysis, in particular to an intelligent multisource heterogeneous data analysis platform.
Background
Data is the result of facts or observations, is a logical generalization of objective things, is raw material used to represent objective things, and can be continuous values, such as sounds, images, called analog data, or discrete values, such as symbols, text, called digital data.
Artificial intelligence, abbreviated as AI in english, is a new technical science for researching and developing theories, methods, technologies and application systems for simulating, extending and expanding human intelligence, and with the development of society, people gradually pay attention to the combination of artificial intelligence and data, and the combination mode can provide an efficient and good development mode for enterprises.
Disclosure of Invention
The invention aims to solve the defects in the prior art and provides an intelligent multisource heterogeneous data analysis platform.
In order to achieve the purpose, the invention adopts the following technical scheme:
an intelligent multi-source heterogeneous data analysis platform comprises a sales information data acquisition module, a cost information data acquisition module, a data information cache module, a risk information data acquisition module, a data information screening module, a data information analysis module, a platform information display module and a risk evaluation module, wherein the output end of the sales information data acquisition module is electrically connected with the input end of the data information cache module, the output end of the cost information data acquisition module is electrically connected with the input end of the data information cache module, the output end of the risk information data acquisition module is electrically connected with the input end of the data information cache module, the output end of the data information cache module is electrically connected with the input end of the data information screening module, and the output end of the data information screening module is electrically connected with the input end of the data information analysis module, the output end of the data information analysis module is electrically connected with the input end of the platform information display module, and the output end of the platform information display module is electrically connected with the input end of the risk assessment module.
Preferably, the cost information data acquisition module comprises a personnel cost information acquisition unit, an equipment cost information acquisition unit and an equipment replacement rate acquisition unit.
Preferably, the data information caching module comprises a data information transmission unit, a timing clearing unit and a backup information storage unit, and an output end of the data information transmission unit is electrically connected with an input end of the data information screening module.
Preferably, the platform information display module is displayed in the form of a computer terminal.
Preferably, the risk assessment module is communicated in a list mode, and an intelligent learning unit is arranged in the risk assessment module, so that the function of intelligently learning data is realized.
Preferably, the risk information data acquisition module comprises epidemic situation risks, natural disaster risks, personnel safety risks and major accident risks.
Preferably, the personnel cost information acquisition unit realizes the acquisition and transmission of information datamation in a computer mode.
Preferably, the backup information storage unit is provided with a wifi subunit, so that network connection is realized.
The invention has the beneficial effects that: according to the invention, the sales information data is acquired through the sales information data acquisition module, the cost information is acquired through the cost information data acquisition module, and then according to the information quantity of the risk information data acquisition module, the calculation of net profits is realized according to the matched use between the data screening module and the data information analysis module, and meanwhile, the evaluation of the risk level of the enterprise is realized, so that the intelligent relation between the datamation and the enterprise development relation is quickly realized, the control of a manager on the trend of the enterprise is effectively improved, and unnecessary risks are effectively avoided.
The data information transmission unit and the backup information storage unit are matched for use, so that the enterprise information is stored and transmitted, the information loss is avoided, massive information accommodation is realized due to the fact that the backup information storage unit uploads to the database, the situation of insufficient memory is avoided, due to the existence of the timing clearing unit, the information in the data information caching module is deleted at regular time, and unnecessary troubles are avoided.
Drawings
Fig. 1 is a schematic block diagram of the present invention.
FIG. 2 is a schematic block diagram of a cost information data collection module of the present invention.
FIG. 3 is a schematic block diagram of a data information caching module according to the present invention.
FIG. 4 is a flow chart of a data analysis method of the present invention.
FIG. 5 is a flow chart of a method of the risk assessment module of the present invention.
Reference numbers in the figures: the system comprises a sales amount information data acquisition module 1, a cost information data acquisition module 2, a personnel cost information acquisition unit 201, an equipment cost information acquisition unit 202, an equipment replacement rate acquisition unit 203, a data information cache module 3, a data information transmission unit 301, a timed clearing unit 302, a backup information storage unit 303, a risk information data acquisition module 4, a data information screening module 5, a data information analysis module 6, a platform information display module 7 and a risk assessment module 8.
Detailed Description
The technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the drawings in the embodiments of the present invention, and it is obvious that the described embodiments are only a part of the embodiments of the present invention, and not all of the embodiments.
Referring to fig. 1-5, an intelligent multisource heterogeneous data analysis platform comprises a sales amount information data acquisition module 1, a cost information data acquisition module 2, a data information cache module 3, a risk information data acquisition module 4, a data information screening module 5, a data information analysis module 6, a platform information display module 7 and a risk evaluation module 8, wherein the cost information data acquisition module 2 comprises a personnel cost information acquisition unit 201, an equipment cost information acquisition unit 202 and an equipment replacement rate acquisition unit 203, the personnel cost information acquisition unit 201 realizes the acquisition and transmission of information datamation in a computer mode, and the output end of the sales amount information data acquisition module 1 is electrically connected with the input end of the data information cache module 3;
the output end of the cost information data acquisition module 2 is electrically connected with the input end of the data information caching module 3, the output end of the risk information data acquisition module 4 is electrically connected with the input end of the data information caching module 3, the output end of the data information caching module 3 is electrically connected with the input end of the data information screening module 5, the data information caching module 3 comprises a data information transmission unit 301, a timing clearing unit 302 and a backup information storage unit 303, backup information save unit 303 is provided with the wifi subunit, has realized the internet access, can give the database with information transmission, data information transmission unit 301's output and data information screening module 5's input electric connection, data information screening module 5's output and data information analysis module 6's input electric connection, data information analysis module 6's output and platform information display module 7's input electric connection.
The output of platform information display module 7 and risk assessment module 8's input electric connection, platform information display module 7 shows with computer terminal's form, and risk assessment module 7 conveys with the mode of list, and risk information data acquisition module 4 is equipped with intelligent learning unit including epidemic situation risk, natural disaster risk, personnel's safety risk, major accident risk in the risk assessment module 8, has realized the function to data intelligent learning.
The analysis method for this system is as follows:
s1, the sales information data module 1, the risk information data acquisition module 4 and the cost information data acquisition module 2 are used for acquiring the sales information data, the risk information data and the cost information data;
s2: then screening and caching the acquired information;
s3: integrating, summarizing and analyzing all the screened information;
s4: after the integration and induction are finished, displaying the information through a platform, and calculating the risk of the information;
s5: and after the risk assessment is finished, giving an optimal solution and avoiding the risk as much as possible.
The working principle is as follows: with the development of society, the traditional mode is relatively chaotic in the information processing process and is easy to mislead enterprise managers, and a brand new mode is needed to construct enterprise intellectualization due to the large information amount, so that an intellectualized multi-source heterogeneous data analysis platform is provided.
During the use, in transmitting cost information acquisition unit 201 to cost information data acquisition module 2 through the form of computer, realized the preliminary collection to equipment cost information in the enterprise's production process through equipment cost information acquisition unit 202, and transmit to data information cache module 3 through computer terminal, through equipment change rate acquisition unit 203, realized the collection to equipment change cost, later transmit it to data information cache module 3 in, realized the accurate collection to the cost of enterprise, and then improved the degree of accuracy for subsequent aassessment.
And then, the sales amount information data acquisition module 1 is used for acquiring sales budget information, the risk information data acquisition module 4 is used for acquiring information of other factors, and the risk information data acquisition module 4 comprises information of some inefficacy factors.
The data information is cached through the data information caching module 3, and because the capacity in the data information caching module 3 is limited, the scheme is provided with the timing clearing unit 302 to realize the timing clearing of the information, the backup of the data information is realized through the backup information storage unit 303, the information can be transmitted to a database (the database is not described in detail for the prior art), the massive caching of the information is realized, and the data loss is avoided.
Then, the data information screening module 5 realizes the screening work of the data information, and the data information analysis module 6 realizes the classification integration of the data information and the calculation of profits, wherein the calculation formula of the profits is as follows: (profit ═ sales information data acquisition module 1-cost information data acquisition module 2-risk information data acquisition module 4), according to the profit of the same type of enterprise, the reference for risk assessment is realized.
Then, the platform information display module 7 is used for displaying information and the risk level of the information, and guiding the management layer to examine problems in the management layer;
because the intelligent learning unit and the database unit are arranged in the risk assessment module 8, relevant data information comparison can be scheduled according to the development condition of an enterprise, relevant solutions can be provided through the intelligent learning unit, and the development efficiency and the risk resistance of the enterprise are effectively improved.
The above description is only for the preferred embodiment of the present invention, but the scope of the present invention is not limited thereto, and any person skilled in the art should be considered to be within the technical scope of the present invention, and the technical solutions and the inventive concepts thereof according to the present invention should be equivalent or changed within the scope of the present invention.
Claims (8)
1. An intelligent multisource heterogeneous data analysis platform is characterized by comprising a sales amount information data acquisition module (1), a cost information data acquisition module (2), a data information cache module (3), a risk information data acquisition module (4), a data information screening module (5), a data information analysis module (6), a platform information display module (7) and a risk assessment module (8), wherein the output end of the sales amount information data acquisition module (1) is electrically connected with the input end of the data information cache module (3), the output end of the cost information data acquisition module (2) is electrically connected with the input end of the data information cache module (3), the output end of the risk information data acquisition module (4) is electrically connected with the input end of the data information cache module (3), and the output end of the data information cache module (3) is electrically connected with the input end of the data information screening module (5), the output end of the data information screening module (5) is electrically connected with the input end of the data information analysis module (6), the output end of the data information analysis module (6) is electrically connected with the input end of the platform information display module (7), and the output end of the platform information display module (7) is electrically connected with the input end of the risk assessment module (8).
2. The intelligent-oriented multi-source heterogeneous data analysis platform according to claim 1, wherein the cost information data acquisition module (2) comprises a personnel cost information acquisition unit (201), an equipment cost information acquisition unit (202) and an equipment replacement rate acquisition unit (203).
3. The intelligent multi-source heterogeneous data analysis platform according to claim 1, wherein the data information caching module (3) comprises a data information transmission unit (301), a timing clearing unit (302), and a backup information storage unit (303), and an output end of the data information transmission unit (301) is electrically connected with an input end of the data information screening module (5).
4. The intelligent multi-source heterogeneous data analysis platform according to claim 1, wherein the platform information presentation module (7) is presented in the form of a computer terminal.
5. The intelligent multi-source heterogeneous data analysis platform as claimed in claim 1, wherein the risk assessment module (8) is communicated in a list manner, and an intelligent learning unit is arranged in the risk assessment module, so that an intelligent learning function on data is realized.
6. The intelligent multi-source heterogeneous data analysis platform according to claim 1, wherein the risk information data acquisition module (4) comprises epidemic risk, natural disaster risk, personnel safety risk, and major accident risk.
7. The intelligent multi-source heterogeneous data analysis platform as claimed in claim 2, wherein the personnel cost information collection unit (201) is used for collecting and transmitting information data in a computer mode.
8. The intelligent multi-source heterogeneous data analysis platform as claimed in claim 3, wherein the backup information storage unit (303) is provided with a wifi subunit, so that network connection is realized.
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Cited By (2)
| Publication number | Priority date | Publication date | Assignee | Title |
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| CN114329455A (en) * | 2022-03-08 | 2022-04-12 | 北京大学 | User abnormal behavior detection method and device based on heterogeneous graph embedding |
| CN114462058A (en) * | 2021-12-21 | 2022-05-10 | 中科环森智慧科技(苏州)有限公司 | Intelligent sensing data processing platform |
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| CN107067147A (en) * | 2017-01-14 | 2017-08-18 | 辽宁石油化工大学 | A kind of enterprises economic management cost control system |
| CN110135724A (en) * | 2019-05-10 | 2019-08-16 | 苏州睿沃信息科技有限公司 | Enterprise-Wide Total Risk Management System and method for based on COSO internal control framework |
| CN111126850A (en) * | 2019-12-25 | 2020-05-08 | 长沙云软信息技术有限公司 | Risk assessment system for realizing intelligent early warning |
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- 2020-07-08 CN CN202010653255.3A patent/CN111915147A/en active Pending
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| Publication number | Priority date | Publication date | Assignee | Title |
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| CN107067147A (en) * | 2017-01-14 | 2017-08-18 | 辽宁石油化工大学 | A kind of enterprises economic management cost control system |
| CN110135724A (en) * | 2019-05-10 | 2019-08-16 | 苏州睿沃信息科技有限公司 | Enterprise-Wide Total Risk Management System and method for based on COSO internal control framework |
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Cited By (3)
| Publication number | Priority date | Publication date | Assignee | Title |
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| CN114462058A (en) * | 2021-12-21 | 2022-05-10 | 中科环森智慧科技(苏州)有限公司 | Intelligent sensing data processing platform |
| CN114329455A (en) * | 2022-03-08 | 2022-04-12 | 北京大学 | User abnormal behavior detection method and device based on heterogeneous graph embedding |
| CN114329455B (en) * | 2022-03-08 | 2022-07-29 | 北京大学 | User abnormal behavior detection method and device based on heterogeneous graph embedding |
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