CN114862282B - Business and financial cooperative management method and system based on data analysis - Google Patents
Business and financial cooperative management method and system based on data analysis Download PDFInfo
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Abstract
The invention discloses a business and financial cooperation management method and system based on data analysis, which are characterized in that a proper business and financial cooperation unified data standard is obtained by analyzing related data in the historical business development process, and the informationized data of each business node has the characteristic of cross-business and cross-department sharing by implementing the unified data standard, so that close contact among all departments is enhanced, and the time cost consumption in the business development process is reduced. In addition, the information data of the business department and the financial department can be more closely associated through the effective association of the business data and the financial data, so that the cost and the complexity of data interaction are reduced, the efficiency of information communication is improved, and the consumption of labor cost in project development is reduced.
Description
Technical Field
The invention relates to the field of data analysis, in particular to a financial and industrial cooperative management method and system based on data analysis.
Background
Data management is the core of enterprise informatization. With the continuous enhancement of the role and status of information-based construction in enterprise management, the role and status of data are more and more important. The establishment of data standards and the management of core main data can effectively realize the consistency of information data in cross-system application, and the effect of data sharing and utilization is achieved, so that the cost and the complexity of data interaction are reduced. The establishment of the informatization data standard can support cross-service domain and cross-system data fusion application, and lays an application foundation for big data analysis application.
However, at present, some large-scale engineering construction parties generally have the defects of low communication efficiency among departments, low engineering data utilization rate, difficulty in sharing information resources and the like, and each department is easy to form an information island in the engineering construction process, so that the engineering information construction is not facilitated, and the engineering construction efficiency is difficult to improve. Therefore, a management method for effectively improving the information communication between departments is needed.
Disclosure of Invention
In order to solve at least one technical problem, the invention provides a business and property collaborative management method and system based on data analysis.
The invention provides a data analysis-based business and property collaborative management method, which comprises the following steps:
acquiring historical business data and financial data of different departments;
according to historical business data and financial data, a unified data standard is obtained through data comparison and analysis;
acquiring company business management data and financial data, performing data standardization processing on the company business management data and the financial data according to a unified data standard, and importing the company business management data and the financial data into a property collaborative model for data analysis to obtain property collaborative management data;
sending the business and financial collaborative management data to preset terminal equipment;
the method comprises the steps of acquiring company business management data and financial data, carrying out data standardization processing on the company business management data and the financial data according to a unified data standard, importing the company business management data and the financial data into a property collaborative model for data analysis, and obtaining property collaborative management data, wherein the method specifically comprises the following steps:
constructing a business and wealth cooperation model;
according to the unified data standard, carrying out data standardization processing on company business management data and financial data, and importing the company business management data and the financial data into a business and financial cooperation model for data analysis to obtain business plan management data and financial plan management data;
and associating the business plan management data and the financial plan management data into business finance collaborative data, and performing data fusion on the associated business plan management data and financial plan management data to obtain the business finance collaborative management data.
In this scheme, the acquiring historical business data and financial data of different departments specifically includes:
acquiring historical business data and financial data from an engineering database;
carrying out data structure analysis on historical business data and financial data to obtain a storage sequence rule and a storage logic rule of the data;
and performing data sorting on the acquired historical business data, financial data, data storage sequence rules and data logic rules to obtain historical business and financial fusion data.
In the scheme, according to historical business data and financial data, a unified data standard is obtained through data comparison and analysis, and the scheme specifically comprises the following steps:
analyzing the data format of the historical business data and the financial data to obtain corresponding data format information and data format frequency information;
performing data conversion test according to corresponding data format information to obtain the average conversion rate of each data format;
and calculating and analyzing to obtain a first industry and property data format according to the average conversion rate of each data format and the frequency information of the data format.
In this scheme, according to historical business data and financial data, through data comparison, the analysis obtains unified data standard, still includes:
acquiring a storage sequence rule and a storage logic rule of data in historical business and property fusion data;
obtaining a determined first storage sequence rule and a first storage logic rule from the storage sequence rule and the storage logic rule according to a first business and property data format;
and fusing the data standard of the first business and property data format, the first storage sequence rule and the first storage logic rule to obtain a unified data standard.
In this scheme, the acquiring company business management data and financial data, according to unified data standard, performing data standardization processing on the company business management data and the financial data and importing the company business management data and the financial data into a business and property cooperation model for data analysis to obtain business and property cooperation management data further includes:
acquiring a business department hierarchical model;
according to the business department hierarchical model, performing data division on the business plan management data to obtain business plan management data of different levels;
sequencing the service plan management data of different levels according to a level sequence, sending the service plan management data of a first level to a first-level service department, and obtaining a confirmation result;
and judging whether to carry out the data transmission operation of the next-level service plan management according to the confirmation result.
In this scheme, acquire company business management data and financial data, according to unified data standard, carry out data standardization processing and import industry financial collaborative model with company business management data and financial data and carry out data analysis, obtain industry financial collaborative management data, still include:
acquiring financial plan management data;
splitting engineering sub-package data of the financial plan management data to obtain a plurality of sub-package management data;
and carrying out comprehensive analysis according to the engineering quantity and the cost budget in the subcontract management data to obtain subcontract data, and sending the subcontract data to a financial department for accounting and confirmation.
The second aspect of the present invention further provides a financial cooperation management system based on data analysis, the system comprising: the system comprises a memory and a processor, wherein the memory comprises a business and property collaborative management method program based on data analysis, and the business and property collaborative management method program based on data analysis realizes the following steps when being executed by the processor:
acquiring historical business data and financial data of different departments;
according to historical business data and financial data, a unified data standard is obtained through data comparison and analysis;
acquiring company business management data and financial data, performing data standardization processing on the company business management data and the financial data according to a unified data standard, and importing the company business management data and the financial data into a business and property cooperation model for data analysis to obtain business and property cooperation management data;
sending the property and property collaborative management data to preset terminal equipment;
the method comprises the steps of acquiring company business management data and financial data, carrying out data standardization processing on the company business management data and the financial data according to a unified data standard, importing the company business management data and the financial data into a property collaborative model for data analysis, and obtaining property collaborative management data, wherein the method specifically comprises the following steps:
constructing a business and wealth cooperation model;
according to the unified data standard, carrying out data standardization processing on the company business management data and the financial data and importing the company business management data and the financial data into a business and financial cooperation model for data analysis to obtain business plan management data and financial plan management data;
and performing data fusion on the associated business plan management data and financial plan management data to obtain business and financial collaborative management data.
In this scheme, the unified data standard is obtained by analyzing and comparing the historical business data and the financial data, specifically:
analyzing the data format of the historical business data and the financial data to obtain corresponding data format information and data format frequency information;
performing data conversion test according to corresponding data format information to obtain the average conversion rate of each data format;
and calculating and analyzing to obtain a first industry and property data format according to the average conversion rate of each data format and the frequency information of the data format.
In this scheme, acquire company business management data and financial data, according to unified data standard, carry out data standardization processing and import industry financial collaborative model with company business management data and financial data and carry out data analysis, obtain industry financial collaborative management data, still include:
acquiring a business department hierarchical model;
according to the business department hierarchical model, performing data division on the business plan management data to obtain business plan management data of different levels;
sequencing the service plan management data of different levels according to the level sequence, sending the service plan management data of a first level to a first level service department, and obtaining a confirmation result;
and judging whether to carry out the data transmission operation of the next-level service plan management according to the confirmation result.
The invention discloses a business and financial cooperation management method and system based on data analysis, which are used for obtaining a proper business and financial cooperation unified data standard by analyzing related data in the process of developing historical business, and enabling informationized data of each business node to have the characteristic of cross-business and cross-department sharing by implementing the unified data standard, thereby enhancing close relation among all departments and reducing time cost consumption in the process of developing business. In addition, the information data of the business department and the financial department can be more closely associated through the effective association of the business data and the financial data, so that the cost and the complexity of data interaction are reduced, the efficiency of information communication is improved, and the consumption of labor cost in project development is reduced.
Drawings
FIG. 1 is a flow chart of a collaborative management method for property and industry based on data analysis according to the present invention;
FIG. 2 illustrates a flow chart of the present invention for obtaining a first business property data format;
FIG. 3 illustrates a flow chart of the present invention for asset collaborative management data validation;
FIG. 4 is a block diagram of a financial cooperation management system based on data analysis according to the present invention.
Detailed Description
In order that the above objects, features and advantages of the present invention can be more clearly understood, a more particular description of the invention, taken in conjunction with the accompanying drawings and detailed description, is set forth below. It should be noted that the embodiments and features of the embodiments of the present application may be combined with each other without conflict.
In the following description, numerous specific details are set forth in order to provide a thorough understanding of the present invention, however, the present invention may be practiced in other ways than those specifically described herein, and therefore the scope of the present invention is not limited by the specific embodiments disclosed below.
Fig. 1 shows a flow chart of a financial and business cooperation management method based on data analysis according to the present invention.
As shown in fig. 1, a first aspect of the present invention provides a financial and business cooperation management method based on data analysis, including:
s102, acquiring historical business data and financial data of different departments;
s104, according to the historical business data and the financial data, analyzing to obtain a unified data standard through data comparison;
s106, acquiring company business management data and financial data, performing data standardization processing on the company business management data and the financial data according to a unified data standard, and importing the company business management data and the financial data into a property collaborative model for data analysis to obtain property collaborative management data;
and S108, sending the property and property collaborative management data to preset terminal equipment.
According to the embodiment of the invention, the acquiring historical business data and financial data of different departments specifically comprises the following steps:
acquiring historical business data and financial data from an engineering database;
performing data structure analysis on historical business data and financial data to obtain a storage sequence rule and a storage logic rule of the data;
and performing data sorting on the acquired historical business data, financial data, data storage sequence rules and data logic rules to obtain historical business and financial fusion data.
It should be noted that the historical business data and the financial data are historical business data and financial data collected in different departments, and because the business data and the financial data of different departments have data differences, the storage sequence rule and the storage logic rule of the obtained data also have differences.
FIG. 2 illustrates a flow chart for obtaining a first business property data format in accordance with the present invention.
According to the embodiment of the invention, the unified data standard is obtained by comparing and analyzing the historical business data and the financial data, and specifically comprises the following steps:
s202, analyzing the data format of the historical business data and the financial data to obtain corresponding data format information and data format frequency information;
s204, performing data conversion test according to the corresponding data format information to obtain the average conversion rate of each data format;
and S206, calculating and analyzing to obtain a first industry and property data format according to the average conversion rate of each data format and by combining the frequency information of the data format.
It should be noted that the corresponding data format information includes each historical business data format information and each historical financial data format information, and the data formats are at least 2 or more. The data format frequency information includes frequency of use information for each historical business data format and frequency of use information for each historical financial data format. And performing data conversion test according to corresponding data format information to obtain the average conversion rate of each data format, wherein the data conversion test specifically selects one data format, converts a certain amount of data in other data formats to the selected data format, obtains the conversion rate according to the conversion completion time and the conversion data amount, tests the data conversion rates of other different data formats and the selected data format for multiple times to obtain the average conversion rate of the selected data format, and repeats the calculation process for multiple times to obtain the average conversion rate of each data format.
According to the embodiment of the invention, the first business property data format obtained by calculation and analysis according to the average conversion rate of each data format and the data format frequency information specifically comprises the following steps:
obtaining a frequency value of each data format according to the data format frequency information;
acquiring the average conversion rate of each data format, and calculating the average conversion rate and the frequency value to obtain a comprehensive analysis index of each data format;
sequencing each data format according to the size of the comprehensive analysis index, and taking the data format with the maximum comprehensive analysis index as a first industry and property data format;
the calculation formula of the comprehensive analysis index is specifically as follows:
wherein the content of the first and second substances,
in order to obtain a comprehensive analytical index,
the rate coefficient is in the range of 0.3 to 0.5,
in order to obtain an average conversion rate,
is a frequency coefficient, the value range is 0.5 to 0.7,
is a frequency value.
It should be noted that, in the obtaining of the frequency value of each data format according to the data format frequency information, the data format includes a business data format and a financial data format, and the first business data format includes a first business data format and a first financial data format.
According to the embodiment of the invention, the analyzing to obtain the unified data standard according to the historical business data and the financial data by data comparison further comprises:
acquiring a storage sequence rule and a storage logic rule of data in historical business and property fusion data;
obtaining a determined first storage sequence rule and a first storage logic rule from the storage sequence rule and the storage logic rule according to a first business and property data format;
and fusing the data standard of the first industry and wealth data format, the first storage sequence rule and the first storage logic rule to obtain a unified data standard.
It should be noted that, in the storage sequence rule and the storage logic rule for acquiring data in the historical business and property fusion data, the storage sequence rule and the storage logic rule are at least 2 or more. According to the determined first business property data format, data storage analysis and comparison are carried out from the multiple storage sequence rules and the storage logic rules, and the storage sequence rules and the storage logic rules which are most suitable for the first business property data format can be obtained, namely the first storage sequence rules and the first storage logic rules.
According to the embodiment of the invention, the acquiring of the company business management data and the financial data, the data standardization processing of the company business management data and the financial data according to the unified data standard, and the importing of the company business management data and the financial data into the business and financial cooperation model for data analysis to obtain the business and financial cooperation management data specifically comprises the following steps:
constructing a business and wealth cooperation model;
according to the unified data standard, carrying out data standardization processing on company business management data and financial data, and importing the company business management data and the financial data into a business and financial cooperation model for data analysis to obtain business plan management data and financial plan management data;
and associating the business plan management data and the financial plan management data into business finance collaborative data, and performing data fusion on the associated business plan management data and financial plan management data to obtain the business finance collaborative management data.
It should be noted that the company business management data and the financial data are collected data at the initial stage of the project. And when the business plan management data and the financial plan management data are related to the industry and property collaborative data, the system automatically analyzes the industry and property data which have mutual influence or restriction with the financial plan management data in the business plan management data, and performs data correlation operation on the industry and property data.
Fig. 3 shows a flow chart of the present invention for the validation of financial collaborative management data.
According to the embodiment of the present invention, the acquiring company business management data and financial data, performing data standardization processing on the company business management data and financial data according to a unified data standard, and importing the company business management data and financial data into a business and financial cooperation model for data analysis to obtain business and financial cooperation management data further includes:
s302, acquiring a business department hierarchical model;
s304, according to the business department hierarchical model, performing data division on the business plan management data to obtain business plan management data of different levels;
s306, sequencing the service plan management data of different levels according to the level sequence, sending the service plan management data of the first level to a service department of the first level, and obtaining a confirmation result;
and S308, judging whether to carry out the data transmission operation of the next-level service plan management according to the confirmation result.
It should be noted that, the business department hierarchical model is generally a three-layer model including a decision layer, a management layer and a construction layer, the business plan management data of different levels are ordered according to the hierarchical order, the business plan management data of the first level is sent to the corresponding hierarchical department, and a confirmation result is obtained, the system sends the business plan management data from top to bottom according to the hierarchical model, data confirmation is performed from the first-level business department, if the confirmation result is yes, the next-level business department continues to perform data confirmation, and so on until the last-level business department confirms.
According to the embodiment of the present invention, the acquiring company business management data and financial data, performing data standardization processing on the company business management data and financial data according to a unified data standard, and importing the company business management data and financial data into a business and financial cooperation model for data analysis to obtain business and financial cooperation management data further includes:
acquiring financial plan management data;
splitting engineering sub-package data of the financial plan management data to obtain a plurality of sub-package management data;
and comprehensively analyzing according to the engineering quantity and the cost budget in the subcontract management data to obtain subcontract data, and sending the subcontract data to a financial department for accounting and confirmation.
It should be noted that the financial plan management data includes an engineering budget, a total engineering volume, and package supplier information of each engineering project.
FIG. 4 is a block diagram of a financial cooperation management system based on data analysis according to the present invention.
The second aspect of the present invention also provides a financial cooperation management system 4 based on data analysis, which includes: a memory 41 and a processor 42, wherein the memory includes a business and financial cooperation management method program based on data analysis, and when the business and financial cooperation management method program based on data analysis is executed by the processor, the following steps are implemented:
acquiring historical business data and financial data of different departments;
according to historical business data and financial data, a unified data standard is obtained through data comparison and analysis;
acquiring company business management data and financial data, performing data standardization processing on the company business management data and the financial data according to a unified data standard, and importing the company business management data and the financial data into a property collaborative model for data analysis to obtain property collaborative management data;
and sending the property and property collaborative management data to preset terminal equipment.
According to the embodiment of the invention, the acquiring historical business data and financial data of different departments specifically comprises the following steps:
acquiring historical business data and financial data from an engineering database;
performing data structure analysis on historical business data and financial data to obtain a storage sequence rule and a storage logic rule of the data;
and performing data sorting on the acquired historical business data, financial data, data storage sequence rules and data logic rules to obtain historical business and financial fusion data.
It should be noted that the historical business data and the financial data are historical business data and financial data collected in different departments, and because the business data and the financial data of different departments have data differences, the storage sequence rule and the storage logic rule of the obtained data also have differences.
According to the embodiment of the invention, the unified data standard is obtained by comparing and analyzing the historical business data and the financial data, and the unified data standard is specifically as follows:
analyzing the data format of the historical business data and the financial data to obtain corresponding data format information and data format frequency information;
performing data conversion test according to corresponding data format information to obtain the average conversion rate of each data format;
and calculating and analyzing to obtain a first industry and property data format according to the average conversion rate of each data format and the frequency information of the data format.
It should be noted that the corresponding data format information includes each historical business data format information and each historical financial data format information, and the data formats are at least 2 or more. The data format frequency information includes frequency of use information for each historical business data format and frequency of use information for each historical financial data format. The data conversion test is carried out according to the corresponding data format information to obtain the average conversion rate of each data format, the data conversion test is specifically to select one data format, a certain amount of data in other data formats is converted to the selected data format, the conversion rate is obtained according to the conversion completion time and the conversion data quantity, the data conversion rates of other different data formats and the selected data format are tested for multiple times to obtain the average conversion rate of the selected data format, and the calculation process is repeated for multiple times to obtain the average conversion rate of each data format.
According to the embodiment of the invention, the first business property data format obtained by calculation and analysis according to the average conversion rate of each data format and the data format frequency information specifically comprises the following steps:
obtaining a frequency value of each data format according to the data format frequency information;
acquiring the average conversion rate of each data format, and calculating the average conversion rate and the frequency value to obtain a comprehensive analysis index of each data format;
sorting each data format according to the size of the comprehensive analysis index, and taking the data format with the maximum comprehensive analysis index as a first business property data format;
the calculation formula of the comprehensive analysis index is specifically as follows:
wherein the content of the first and second substances,
in order to obtain a comprehensive analysis index,
is a rate coefficient, the value range is 0.3 to 0.5,
in order to obtain an average conversion rate,
is a frequency coefficient, the value range is 0.5 to 0.7,
is a frequency value.
It should be noted that, in the obtaining of the frequency value of each data format according to the data format frequency information, the data format includes a business data format and a financial data format, and the first business data format includes a first business data format and a first financial data format.
According to the embodiment of the present invention, the analyzing to obtain the unified data standard by comparing the historical business data with the financial data further includes:
acquiring a storage sequence rule and a storage logic rule of data in historical business and property fusion data;
according to a first business property data format, obtaining a first storage sequence rule and a first storage logic rule which are determined from the storage sequence rule and the storage logic rule;
and fusing the data standard of the first industry and wealth data format, the first storage sequence rule and the first storage logic rule to obtain a unified data standard.
It should be noted that, in the storage sequence rule and the storage logic rule for acquiring data in the historical business and property fusion data, the storage sequence rule and the storage logic rule are at least 2 or more. According to the determined first business property data format, data storage analysis and comparison are carried out from the multiple storage sequence rules and the storage logic rules, and the storage sequence rules and the storage logic rules which are most suitable for the first business property data format can be obtained, namely the first storage sequence rules and the first storage logic rules.
According to the embodiment of the invention, the acquiring of the company business management data and the financial data, the data standardization processing of the company business management data and the financial data according to the unified data standard, and the importing of the company business management data and the financial data into the business and financial cooperation model for data analysis to obtain the business and financial cooperation management data specifically comprises the following steps:
constructing a business and wealth cooperation model;
according to the unified data standard, carrying out data standardization processing on the company business management data and the financial data and importing the company business management data and the financial data into a business and financial cooperation model for data analysis to obtain business plan management data and financial plan management data;
and performing data fusion on the associated business plan management data and financial plan management data to obtain business and financial collaborative management data.
It should be noted that the company business management data and the financial data are collected data at the initial stage of the project. And when the business plan management data and the financial plan management data are related to the industry and property collaborative data, the system automatically analyzes the industry and property data which have mutual influence or restriction with the financial plan management data in the business plan management data, and performs data correlation operation on the industry and property data.
According to the embodiment of the present invention, the acquiring company business management data and financial data, performing data standardization processing on the company business management data and financial data according to a unified data standard, and importing the company business management data and financial data into a business and financial cooperation model for data analysis to obtain business and financial cooperation management data further includes:
acquiring a business department hierarchical model;
according to the business department hierarchical model, performing data division on the business plan management data to obtain business plan management data of different levels;
sequencing the service plan management data of different levels according to the level sequence, sending the service plan management data of a first level to a first level service department, and obtaining a confirmation result;
and judging whether to perform the data transmission operation of the next-level service plan management according to the confirmation result.
It should be noted that, the business department hierarchical model is generally a three-layer model including a decision layer, a management layer and a construction layer, the business plan management data of different levels are ordered according to the hierarchical order, the business plan management data of the first level is sent to the corresponding hierarchical department, and a confirmation result is obtained, the system sends the business plan management data from top to bottom according to the hierarchical model, data confirmation is performed from the first-level business department, if the confirmation result is yes, the next-level business department continues to perform data confirmation, and so on until the last-level business department confirms.
According to the embodiment of the present invention, the acquiring company business management data and financial data, performing data standardization processing on the company business management data and financial data according to a unified data standard, and importing the company business management data and financial data into a business and financial cooperation model for data analysis to obtain business and financial cooperation management data further includes:
acquiring financial plan management data;
splitting engineering sub-package data of the financial plan management data to obtain a plurality of sub-package management data;
and carrying out comprehensive analysis according to the engineering quantity and the cost budget in the subcontract management data to obtain subcontract data, and sending the subcontract data to a financial department for accounting and confirmation.
The financial plan management data includes an engineering budget, a total engineering amount, and subcontracting provider information of each engineering project.
The invention discloses a business and financial cooperation management method and system based on data analysis, which are characterized in that a proper business and financial cooperation unified data standard is obtained by analyzing related data in the historical business development process, and the informationized data of each business node has the characteristic of cross-business and cross-department sharing by implementing the unified data standard, so that close contact among all departments is enhanced, and the time cost consumption in the business development process is reduced. In addition, the business data and the financial data are effectively associated, so that the information data of the business department and the financial department are more closely associated, the cost and the complexity of data interaction are reduced, the efficiency of information communication is improved, and the consumption of labor cost in project development is reduced.
In the several embodiments provided in the present application, it should be understood that the disclosed apparatus and method may be implemented in other manners. The above-described device embodiments are merely illustrative, for example, the division of the unit is only one logical function division, and there may be other division ways in actual implementation, such as: multiple units or components may be combined, or may be integrated into another system, or some features may be omitted, or not implemented. In addition, the coupling, direct coupling or communication connection between the components shown or discussed may be through some interfaces, and the indirect coupling or communication connection between the devices or units may be electrical, mechanical or other forms.
The units described as separate parts may or may not be physically separate, and parts displayed as units may or may not be physical units; can be located in one place or distributed on a plurality of network units; some or all of the units can be selected according to actual needs to achieve the purpose of the solution of the embodiment.
In addition, all functional units in the embodiments of the present invention may be integrated into one processing unit, or each unit may be separately used as one unit, or two or more units may be integrated into one unit; the integrated unit may be implemented in the form of hardware, or in the form of hardware plus a software functional unit.
Those of ordinary skill in the art will understand that: all or part of the steps for realizing the method embodiments can be completed by hardware related to program instructions, the program can be stored in a computer readable storage medium, and the program executes the steps comprising the method embodiments when executed; and the aforementioned storage medium includes: a mobile storage device, a Read-Only Memory (ROM), a Random Access Memory (RAM), a magnetic disk or an optical disk, and various media capable of storing program codes.
Alternatively, the integrated unit of the present invention may be stored in a computer-readable storage medium if it is implemented in the form of a software functional module and sold or used as a separate product. Based on such understanding, the technical solutions of the embodiments of the present invention may be essentially implemented or a part contributing to the prior art may be embodied in the form of a software product, which is stored in a storage medium and includes several instructions for causing a computer device (which may be a personal computer, a server, or a network device) to execute all or part of the methods described in the embodiments of the present invention. And the aforementioned storage medium includes: a removable storage device, a ROM, a RAM, a magnetic or optical disk, or various other media capable of storing program code.
The above description is only for the specific embodiments of the present invention, but the scope of the present invention is not limited thereto, and any person skilled in the art can easily conceive of the changes or substitutions within the technical scope of the present invention, and all the changes or substitutions should be covered within the scope of the present invention. Therefore, the protection scope of the present invention shall be subject to the protection scope of the appended claims.
Claims (3)
1. A financial cooperation management method based on data analysis is characterized by comprising the following steps:
acquiring historical business data and financial data of different departments;
according to historical business data and financial data, through data comparison, analyzing and obtaining a unified data standard;
acquiring company business management data and financial data, performing data standardization processing on the company business management data and the financial data according to a unified data standard, and importing the company business management data and the financial data into a business and property cooperation model for data analysis to obtain business and property cooperation management data;
sending the business and financial collaborative management data to preset terminal equipment;
the method comprises the steps of acquiring company business management data and financial data, carrying out data standardization processing on the company business management data and the financial data according to a unified data standard, importing the company business management data and the financial data into a property collaborative model for data analysis, and obtaining property collaborative management data, wherein the method specifically comprises the following steps:
constructing a business and wealth cooperation model;
according to the unified data standard, carrying out data standardization processing on company business management data and financial data, and importing the company business management data and the financial data into a business and financial cooperation model for data analysis to obtain business plan management data and financial plan management data;
the business plan management data and the financial plan management data are correlated into business finance collaborative data, and the correlated business plan management data and financial plan management data are subjected to data fusion to obtain business finance collaborative management data;
wherein, according to historical business data and financial data, through data comparison, the analysis obtains unified data standard, specifically:
analyzing the data format of the historical business data and the financial data to obtain corresponding data format information and data format frequency information;
performing data conversion test according to the corresponding data format information to obtain the average conversion rate of each data format;
calculating and analyzing to obtain a first industry and property data format according to the average conversion rate of each data format and by combining data format frequency information;
wherein, according to historical business data and financial data, through data comparison, the analysis obtains unified data standard, still includes:
acquiring a storage sequence rule and a storage logic rule of data in historical business and property fusion data;
obtaining a determined first storage sequence rule and a first storage logic rule from the storage sequence rule and the storage logic rule according to a first business and property data format;
fusing a first business and property data format, a first storage sequence rule and a first storage logic rule to obtain a unified data standard;
the acquiring of the company business management data and the financial data, performing data standardization processing on the company business management data and the financial data according to a unified data standard, and importing the company business management data and the financial data into a business and property cooperation model for data analysis to obtain the business and property cooperation management data further includes:
acquiring a business department hierarchical model;
according to the business department hierarchical model, performing data division on the business plan management data to obtain business plan management data of different levels;
sequencing the service plan management data of different levels according to a level sequence, sending the service plan management data of a first level to a first-level service department, and obtaining a confirmation result;
judging whether to carry out the next-level service plan management data sending operation or not according to the confirmation result;
the acquiring of the company business management data and the financial data, performing data standardization processing on the company business management data and the financial data according to a unified data standard, and importing the company business management data and the financial data into a business and property cooperation model for data analysis to obtain the business and property cooperation management data further includes:
acquiring financial plan management data;
splitting engineering sub-package data of the financial plan management data to obtain a plurality of sub-package management data;
and comprehensively analyzing according to the engineering quantity and the cost budget in the subcontract management data to obtain subcontract data, and sending the subcontract data to a financial department for accounting and confirmation.
2. The collaborative management method for industry and property based on data analysis according to claim 1, wherein the acquiring of historical business data and financial data of different departments specifically comprises:
obtaining historical business data and financial data from a business database;
carrying out data structure analysis on historical business data and financial data to obtain a storage sequence rule and a storage logic rule of the data;
and performing data sorting on the acquired historical business data, financial data, data storage sequence rules and data logic rules to obtain historical business and financial fusion data.
3. A financial cooperation management system based on data analysis, the system comprising: the system comprises a memory and a processor, wherein the memory comprises a business and property collaborative management method program based on data analysis, and the business and property collaborative management method program based on data analysis realizes the following steps when being executed by the processor:
acquiring historical business data and financial data of different departments;
according to historical business data and financial data, a unified data standard is obtained through data comparison and analysis;
acquiring company business management data and financial data, performing data standardization processing on the company business management data and the financial data according to a unified data standard, and importing the company business management data and the financial data into a property collaborative model for data analysis to obtain property collaborative management data;
sending the business and financial collaborative management data to preset terminal equipment;
the method comprises the steps of obtaining company business management data and financial data, carrying out data standardization processing on the company business management data and the financial data according to a unified data standard, importing the company business management data and the financial data into a business and property cooperation model for data analysis, and obtaining business and property cooperation management data, wherein the method specifically comprises the following steps:
constructing a business and wealth cooperation model;
according to the unified data standard, carrying out data standardization processing on the company business management data and the financial data and importing the company business management data and the financial data into a business and financial cooperation model for data analysis to obtain business plan management data and financial plan management data;
the business plan management data and the financial plan management data are correlated into business finance collaborative data, and the correlated business plan management data and financial plan management data are subjected to data fusion to obtain business finance collaborative management data;
wherein, according to historical business data and financial data, through data comparison, the analysis obtains unified data standard, specifically:
analyzing the data format of the historical business data and the financial data to obtain corresponding data format information and data format frequency information;
performing data conversion test according to corresponding data format information to obtain the average conversion rate of each data format;
calculating and analyzing to obtain a first industry and property data format according to the average conversion rate of each data format and the frequency information of the data format;
wherein, according to historical business data and financial data, through data comparison, the analysis obtains unified data standard, still includes:
acquiring a storage sequence rule and a storage logic rule of data in historical business and property fusion data;
obtaining a determined first storage sequence rule and a first storage logic rule from the storage sequence rule and the storage logic rule according to a first business and property data format;
fusing a first industry and finance data format, a first storage sequence rule and a first storage logic rule to obtain a unified data standard;
the method includes the steps of obtaining company business management data and financial data, conducting data standardization processing on the company business management data and the financial data according to unified data standards, importing the company business management data and the financial data into a business and property cooperation model for data analysis, obtaining business and property cooperation management data, and further including the following steps:
acquiring a business department hierarchical model;
according to the business department hierarchical model, performing data division on the business plan management data to obtain business plan management data of different levels;
sequencing the service plan management data of different levels according to a level sequence, sending the service plan management data of a first level to a first-level service department, and obtaining a confirmation result;
judging whether to carry out the next-level service plan management data sending operation or not according to the confirmation result;
the method includes the steps of obtaining company business management data and financial data, conducting data standardization processing on the company business management data and the financial data according to unified data standards, importing the company business management data and the financial data into a business and property cooperation model for data analysis, obtaining business and property cooperation management data, and further including the following steps:
acquiring financial plan management data;
splitting engineering sub-package data of the financial plan management data to obtain a plurality of sub-package management data;
and comprehensively analyzing according to the engineering quantity and the cost budget in the subcontract management data to obtain subcontract data, and sending the subcontract data to a financial department for accounting and confirmation.
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