CN115577289B - Aggregation access management system and method for digital workshop administration system - Google Patents
Aggregation access management system and method for digital workshop administration system Download PDFInfo
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Abstract
The invention discloses a digital workshop administration system aggregation access management system and a method, relating to the field of data processing; the technical problem to be solved is that the information processing efficiency is low, and the information processing system comprises a user computer management system, a public network, a service computer management system, an internal network and a data source; the user computer management system is used for submitting an online request to the service computer management system through a public network ISDN wireless digital line; the service computer management system is used for receiving the online request transmitted by the user computer management system, and transmitting a processing report to the user computer management system through a public network in a webpage mail mode after the processing of the service computer management system; the invention carries out aggregation access on the digital data of all data sources in the workshop by improving the clustering algorithm model, thereby greatly reducing the development cost and the management cost of a plurality of digital workshop treatment systems and improving the information management capability.
Description
Technical Field
The invention relates to the field of data processing, in particular to an aggregation access management system and method for a digital workshop administration system.
Background
The digital workshop system is an integrated office system which realizes data material acquisition, library building and application by using an informatization means. The digital workshop governance system is an intelligent platform which can provide screening and integration of financial product information for users in a new era, and can be used for the users to select and purchase financial products. Information aggregation technology is commonly used for managing and integrating homogeneous information, the most common application is in book management, and in order to quickly and conveniently find needed data, information aggregation technology is adopted in a library. However, in the aspect of financial products, the application of the domestic information aggregation technology is relatively lacked. The website is found by browsing the webpage of the commercial bank about the financial products, the financial products are simply ranked and presented according to the indexes such as the yield, the time limit and the like, and the products are not aggregated into a category.
The system adopts a distribution network graph semi-automatic maintenance algorithm of a virtual potential field to realize graph-mode integration of complex digital data of a workshop, but the system is not perfect in system maintenance and needs to optimize all aspects of scheduling step by step; the other method discloses a digital data management automation system of the industrial conference, which adopts a method of fault quick isolation to realize the automatic detection and fault automatic isolation of the digital data management scheduling of the industrial conference, but the system has the problems of loss caused by slow processing, lagging digital industrial conference data information processing and governing capability and lagging management information.
Disclosure of Invention
The invention discloses a digital work meeting management system aggregation access management system and a method, which can be used for deploying a network server, realizing analysis and processing of work meeting digital data management and improving work meeting information processing capacity.
In order to achieve the technical effects, the invention adopts the following technical scheme:
an aggregation access management system for a digital work party management system, comprising:
the user computer management system is used for submitting an online request to the service computer management system through a public network ISDN wireless digital line; the user computer management system is a user terminal of the digital workshop administration system, converts the workshop digital transaction account data and the transaction data from the service source of the workshop digital enterprise and the digital source of the workshop into a single format, sets a communication protocol standard and issues the standard to a public network;
a public network for constructing a medium connected between the user computer management system and the service computer management system; said public network providing packet switched services and circuit switched services, using ISDN to install a wireless digital line between the subscriber location and the switching facilities of the public network service provider, access to the public network services being provided by a local public network service provider within a local access transmission area;
a service computer management system for receiving the on-line request transmitted by the user computer management system and analyzing the on-line request to select a communication protocol standard from the natural language query retrieval data; the data selection communication protocol standard of the service computer management system comprises metadata, the metadata formats the data selection communication protocol standard, and calls N data sources through an internal network for aggregation access, and the service computer management system transmits a processing report to the user computer management system through a public network in a webpage mail mode after processing;
the internal network is used for constructing a medium connected between the data source and the service computer management system; the internal network uses a web service protocol to realize cross-network communication, and the natural language is a web service description language;
the data source is used for storing all data related to the digital field of the trade meeting; the number of the data sources is N in total, each data source comprises a random access memory and can store one or N application programs for the data source to execute;
the output interface of the user computer management system is connected with the input interface of the public network, the output interface of the public network is connected with the input interface of the service computer management system, the output interface of the service computer management system is connected with the input interface of the internal network, and the output interface of the internal network is connected with the N data sources.
As a further technical solution of the present invention, the user computer management system includes:
the first memory is used for storing the business source of the digital enterprise of the trade meeting and the digital transaction account data of the trade meeting; the first memory comprises a hard disk drive, a floppy disk drive and a CD-ROM drive;
the display module is used for displaying the process condition of submitting the online request to the service computer management system and displaying the webpage mails sent by the service computer management system; the display module is displayed through LCD liquid crystal and comprises a screen and a backlight lamp assembly, wherein the backlight lamp assembly emits uniform surface light, the light is transmitted to eyes of a user through the liquid crystal screen, and the screen performs light processing according to pixels to display images;
a transaction processor for controlling the user computer management system and responding to data instructions; receiving, by a transaction processor, a sort view instruction, the sort view instruction determining data placement and format;
an output interface for a transmission medium of an online request of a user computer management system;
the transaction processor is respectively connected with the first memory, the display module and the output interface.
As a further technical solution of the present invention, the service computer management system includes:
the input interface is used for aggregating transmission media accessed to the data source by the service computer management system;
the second memory is used for storing the digital business source of the trade meeting and the digital transaction account data of the trade meeting digital source; the second memory comprises database search, database merge, GREP, AGREP and SQL natural language;
the evaluation module is used for evaluating the digital feasibility of the user's meetings according to the evaluation rules and transmitting the result back to the transaction processor;
the data processing module is used for performing aggregation access on the digital data of all the data sources in the workshop by improving the clustering algorithm model; the data processing module classifies the data according to similarity through unsupervised training;
a transaction processor for controlling the user computer management system and responding to data instructions; receiving, at the transaction processor, a sort view instruction, the sort view instruction determining data placement and format;
an output interface for a transmission medium of an online request of a user computer management system;
the input interface, the second memory, the evaluation module, the output interface, the data processing module and the transaction processor are connected with each other.
The improved clustering algorithm model comprises a data fusion module, a data dimension reduction module, an information extraction module, a firework algorithm model and a clustering classification model, wherein the output end of the data fusion module is connected with the input end of the data dimension reduction module, the output end of the data dimension reduction module is connected with the input end of the information extraction module, the output end of the information extraction module is connected with the input end of the firework algorithm model, and the output end of the firework algorithm model is connected with the input end of the clustering classification model; the data fusion module is used for carrying out data classification on the received digital data of the workshop according to data attributes, data communication types or data formats; the data dimension reduction module is used for processing the digital data information of the workshops with different dimensions into data information with uniform format; the information extraction module is used for coding the data information with uniform format according to the coding requirement of the improved clustering algorithm model, and the firework algorithm model is used for improving the searching capability of the digital data information of the industrial conference so as to improve the retrieval and optimization capability of the digital data information of the industrial conference; the cluster classification model is used for classifying the digital data information of the industrial conference according to the classification center setting.
The working method of the firework algorithm model comprises the following steps:
in a firework Algorithm (FWA) FWA Algorithm, digital data information of a workshop is converted into a data operator, and when the digital data information of the workshop is searched, the searching speed and the searching capability of the digital data of the workshop need to be improved. Assuming that the effective information in the influence area and the area of each digital data operator of the workshop is calculated by certain operation according to the fitness value of the effective information, extracting the digital data operator of the random workshop in the digital workshop treatment system
The searchable radius of the area of influence is set to
The number of effective information data in the area of influence is set to
Then, a searchable radius function of the influence area is constructed, and the function expression is as follows:
constructing an effective information data number function, wherein the function expression is as follows:
in the formula (1) and the formula (2),
is the minimum value of the adaptability value of the effective information of the current digital workshop treatment system,
the maximum value of the fitness value of the effective information of the current digital work meeting treatment system;
inputting variable constant of flow for data, and adjusting the size of operator searching area through the variable constant; in the same way, the method for preparing the composite material,
a variable constant amount of data output traffic by which the search rate within the search area can be adjusted to vary the amount of most significant information that can be searched;
for the digital data processing process of the digital workshop in the digital workshop treatment system, the adaptability value can be optimized
The development and solution of (a) yields an optimizable optimal threshold,
a stability factor between 0 and 1. Its size directly affects the performance of the algorithm. Is added in the formula
The method can effectively avoid the situation that the divisor is 0, and is also a step for increasing the stability of the algorithm of the digital conference digital data system in the digital conference treatment system.
The Fireworks Algorithm (Fireworks Algorithm), abbreviated as FWA, is a swarm intelligence Algorithm that is proposed inspired by Fireworks explosions in night sky. The firework algorithm starts iteration, and an explosion operator, a mutation operator, a mapping rule and a selection strategy are sequentially utilized until a termination condition is reached, namely the precision requirement of the problem is met or the maximum function evaluation times are reached.
The calculation and processing of data information are realized by the following method in the specific application process of the firework algorithm:
1) Fireworks are randomly generated in a specific solution space (such as a digital workshop administration system), and can be set as workshop digital data in the invention, and each firework represents a solution of the workshop digital data information solution space. A built-in data quality rule base can be provided in the digital workshop treatment system, so that a user can quickly construct a data quality rule engine of the industrial level of the digital workshop treatment system. The inventive distributed streaming quality detection system can minimize the load influence of data detection on the database, provide parametric configuration, and support multi-level deployment and multi-level legal man architecture, so as to improve the data information processing capability and application capability of the digital workshop governance system.
2) And calculating the fitness value of each firework according to the fitness function, and generating sparks according to the fitness value. The number of sparks is calculated based on the idea of immunity concentration in immunology, i.e. the fireworks with better fitness value generate more sparks.
3) In the application process of the digital workshop treatment system, sparks can be generated in the radiation space of fireworks according to the actual firework attributes and the actual condition of searching problems. So as to improve the treatment capability of the digital workshop (for example, the size of the explosion amplitude of a certain firework is determined by the fitness value of the firework on the function, the larger the fitness value is, the larger the explosion amplitude is, and vice versa). Each spark represents a solution in the solution space. In order to improve the digital control capability and complete the transformation and upgrade of the digital leadership, the fireworks need to be properly mutated, such as Gaussian mutated, in the perfect digital control system.
4) And extracting the optimal solutions of different populations in the digital workshop treatment system, judging whether the retrieval requirements are met, if so, stopping searching, and if not, continuing iteration. The initial value of the iteration is the best solution obtained by this loop and the other solutions selected. By the method, the digital operation and maintenance efficiency in the digital workshop treatment system can be improved. As a further technical scheme of the present invention, the second memory comprises an environment data storage module, a production data storage module, a video monitoring data storage module and a sales data storage module, and the memory of the service computer management system is used for respectively transmitting all data to the environment data storage module, the production data storage module, the video monitoring data storage module and the sales data storage module for storage according to a digital workshop data source; an environment data output interface of the service computer management system is connected with an input interface of the environment data storage module, a production data output interface of the service computer management system is connected with an input interface of the production data storage module, a video monitoring data output interface of the service computer management system is connected with an input interface of the video monitoring data storage module, and a sales data output interface of the service computer management system is connected with an input interface of the sales data storage module; and the environment data input interface of the service computer management system is connected with the output of the environment data acquisition equipment.
As a further technical scheme of the invention, the improved clustering algorithm model is based on quantum gate to update the cluster center parameters of the clustering algorithm, and firstly, the cluster center parameters are randomly selectedkEach object initially represents the average value or center of one cluster, the distance between each remaining digital conference data and the center of each cluster is calculated, and the digital conference data is classified into the nearest cluster; setting a digital data aggregation access objective function of a data source as follows:
in the formula (3), the reaction mixture is,Jthe digital data of the workshop representing the data source is aggregated to access an objective function,cwhich indicates the number of clusters to be formed,m j is represented as belonging tojThe cluster center of the digital data of the classmate,nis represented as belonging tojThe number of clusters of digital data of the class service,x i is shown asiThe digital data of the personal party is obtained,wthe weight is represented by a weight that is,wreflecting the preference of the decision maker whenwWhen becoming large, the number of clusterscIs also increased; on the contrary, the method can be used for carrying out the following steps,cwill decrease; the calculation formula of the cluster center of the digital data of the workshop is as follows:
evaluating the aggregation result of the improved clustering algorithm model through the contour coefficient, wherein the calculation formula of the contour coefficient is as follows:
in the formula (5), the reaction mixture is,s（x) The coefficients of the contour are represented by,a（x) Representing digital data of a trade partyxThe average distance to the same cluster of conference digital data,b（x) Representing conference digital dataxAverage distance to all of the club digital data of the adjacent cluster;s（x) The closer to 1, the more the digital data of the workshop is illustratedxThe more reasonable the clustering is; then updating cluster center parameters, calculating the digital data of the meetings in each cluster, and adopting a quantum revolving door in the algorithmU(Δθ) Updating the Cluster center parameter, U (Δ)θ) The definition is as follows:
in the formula (6), ΔθRepresenting the angle of rotation, ΔθThe specific calculation of (a) is as follows:
in the formula (7), the reaction mixture is,trepresenting the number of iterations; the improved clustering algorithm model combines the advantages of the clustering algorithm and the quantum evolutionary algorithm, uses a quantum gate for optimization, and finally realizes the aggregation access management of the digital data of the workshops in the digital workshops management system.
As a further technical scheme of the invention, the aggregation access management method of the digital workshop treatment system comprises the following steps:
(S1) a service computer management system receives a processing request of a digital workshop treatment system user on the digital workshop data;
(S2) the transaction processor queries N data sources to acquire user data, and formats the data into a standard report;
(S3) the service computer management system processing the query to extract relevant data satisfying the query parameters;
and (S4) the service computer management system formats the data into a custom report and sends a processing report to the user computer management system.
As a further technical solution of the present invention, the processing of the request instruction includes: (1) instructions for where to access travel transaction data; (2) instructions where to access the digital account data for the guild; (3) a protocol for accessing the digital transaction data of the trade party; (4) a protocol for accessing the digital account data for the workshop; (5) location identifiers corresponding to a plurality of different travel sources; (6) Protocol directives for a plurality of different travel sources, (7) location identifications corresponding to a plurality of different guild digital sources, (8) protocol directives for a plurality of different guild digital sources, (9) a defined relationship between natural language queries and attributes and metrics of a target data source.
As a further aspect of the invention, the request content includes data selection criteria including a workshop digital enterprise transaction account provider identifier or code, wherein the request causes the service processor to parse the request to retrieve the workshop digital data selection criteria from the natural language query in response to the request instruction of the natural language query.
The invention has the beneficial and positive effects that:
different from the conventional technology, the invention realizes that data can be intercommunicated, so that each digital work meeting management system is easy to intercommunicate, the work meeting digital data is easy to be uniformly processed, and the data information processing capability is improved by improving a clustering algorithm model, wherein the improved clustering algorithm model comprises a data fusion module, a data dimension reduction module, an information extraction module, a firework algorithm model and a clustering classification model, the output end of the data fusion module is connected with the input end of the data dimension reduction module, the output end of the data dimension reduction module is connected with the input end of the information extraction module, the output end of the information extraction module is connected with the input end of the firework algorithm model, and the output end of the firework algorithm model is connected with the input end of the clustering classification model; the data fusion module is used for carrying out data classification on the received digital data of the workshop according to data attributes, data communication types or data formats; the data dimension reduction module is used for processing the digital data information of the workshops with different dimensions into data information with uniform format; the information extraction module is used for coding the data information with uniform format according to the coding requirement of the improved clustering algorithm model, and the firework algorithm model is used for improving the searching capability of the digital data information of the industrial conference so as to improve the retrieval and optimization capability of the digital data information of the industrial conference; the cluster classification model is used for classifying the digital data information of the industrial conference according to the classification center setting. The development cost and the management cost of a plurality of digital workshop governance systems are greatly reduced.
Drawings
In order to more clearly illustrate the embodiments of the present invention or the technical solutions in the prior art, the drawings used in the description of the embodiments or the prior art will be briefly described below, it is obvious that the drawings in the following description are only some embodiments of the present invention, and other drawings can be obtained by those skilled in the art without inventive exercise, wherein:
fig. 1 shows a structure diagram of an aggregation access management system of a digital workshop administration system;
FIG. 2 illustrates a diagram of the internal structure of a user computer management system;
FIG. 3 illustrates a service computer management system internal structure diagram;
fig. 4 shows a flow chart of an aggregation access management method for a digital workshop administration system;
FIG. 5 shows a comparison graph of processing efficiency of three data clustering algorithms.
Detailed Description
The preferred embodiments of the present invention will be described in conjunction with the accompanying drawings, it being understood that the embodiments described herein are merely illustrative and explanatory of the invention, and are not restrictive thereof;
the digital workshop system is an integrated office system which realizes data material acquisition, library establishment and application by using an informatization means, and is a new mode of the work of Internet and employee service. The perfection and the use of data can promote the quality improvement of the foundation management work of the industrial conference, and the smooth operation of the system can greatly reduce the workload of the cadre of the basic industrial conference. The invention is explained by the following embodiments, in which the purpose of the digital conference system is to improve the data information processing capability by using the internet to enable employees to run less legs and more information.
As shown in fig. 1 to fig. 5, an aggregation access management system for a digital workshop administration system includes a user computer management system, a public network, a service computer management system, an internal network and a data source. The user computer management system is used for submitting an online request to the service computer management system through a public network ISDN wireless digital line; the user computer management system is a user terminal of the digital workshop administration system, converts the workshop digital transaction account data and the transaction data from the workshop digital enterprise service source and the workshop digital source into a single format, sets a communication protocol standard and issues the communication protocol standard to a public network; the public network is used for constructing a medium connected between the user computer management system and the service computer management system; said public network providing packet switched services and circuit switched services, using ISDN to install a wireless digital line between the subscriber location and the switching facilities of the public network service provider, access to the public network services being provided by a local public network service provider within a local access transmission area; the service computer management system is used for receiving the online request transmitted by the user computer management system and analyzing the online request to select a communication protocol standard from the natural language query retrieval data; the service computer management system transmits a processing report to a user computer management system through a public network in a webpage mail mode after processing; the internal network is used for constructing a medium for connecting the data source and the service computer management system; the internal network uses a web service protocol to realize cross-network communication, and the natural language is a web service description language; the data source is used for storing all data related to the digital field of the workshop; the number of the data sources is N in total, each data source comprises a random access memory and can store one or N application programs for the data source to execute; the output interface of the user computer management system is connected with the input interface of the public network, the output interface of the public network is connected with the input interface of the service computer management system, the output interface of the service computer management system is connected with the input interface of the internal network, and the output interface of the internal network is connected with the N data sources.
ISDN is an Integrated Services Digital Network (ISDN), an international standard for Digital telephone networks, and is a typical circuit-switched Network system. In particular embodiments, the public network may include any system for exchanging data or transaction traffic, such as the internet, an intranet, a WAN, a LAN, satellite communications, etc., and the network may be implemented as other types of networks, such as an Interactive Television (ITV) network. A user may interact with the system via any input device (e.g., keyboard, mouse, kiosk, personal digital assistant, handheld computer (e.g., palm Pilot (R), cell phone, etc.). Similarly, the present invention may be used in conjunction with any type of personal computer, network computer, workstation, mini-computer, mainframe, etc., running any operating system, such as any version of Windows, windows NT, windows 2000, windows 98, windows 95, macOS, OS/2, beOS, linux, UNIX, solaris, etc.
In particular embodiments, the service computer management system may include a local or remote database for storing and retrieving information for processing transactions. Any of the databases discussed herein may be any type of database, such as relational, graphical, hierarchical, object-oriented, and/or the like. Common database products that may be used to implement a database include IBM's UDB (WYT PAIRENS, N.Y.), any database product available from Oracle Corporation (Redwood Shores, calif.), microsoft Access or Microsoft Corporation's MSSQL (Redmond, washington), or any other database product. The database may be organized in any suitable manner, including as a data table or a lookup table. The association of certain data may be accomplished by any data association technique known and practiced in the art. For example, the association may be done manually or automatically. Automatic association techniques may include, for example, database searching, database merging, GREP, AGREP, SQL, and the like. The association step may be performed by a database merge function (e.g., using a "key field" in each of the manufacturer and retailer data tables.
The improved clustering algorithm model comprises a data fusion module, a data dimension reduction module, an information extraction module, a firework algorithm model and a clustering classification model, wherein the output end of the data fusion module is connected with the input end of the data dimension reduction module; the data fusion module is used for carrying out data classification on the received digital data of the workshop according to data attributes, data communication types or data formats; the data dimension reduction module is used for processing the digital data information of the workshops with different dimensions into data information with uniform format; the information extraction module is used for coding the data information with uniform format according to the coding requirement of the improved clustering algorithm model, and the firework algorithm model is used for improving the searching capability of the digital data information of the workshops so as to improve the searching and optimizing capability of the digital data information of the workshops; the cluster classification model is used for classifying the digital data information of the industrial conference according to the classification center setting.
The working method of the firework algorithm model comprises the following steps:
in a firework Algorithm (FWA) FWA Algorithm, digital data information of a workshop is converted into a data operator, and when the digital data information of the workshop is searched, the searching speed and the searching capability of the digital data of the workshop need to be improved. Assuming that the effective information in the influence area and the area of each digital data operator of the workshop is calculated by certain operation according to the fitness value of the effective information, extracting the digital data operator of the random workshop in the digital workshop treatment system
The searchable radius of the area of influence is set to
The number of effective information data in the area of influence is set to
Then, a searchable radius function of the influence area is constructed, and the function expression is as follows:
constructing an effective information data number function, wherein the function expression is as follows:
in the formula (1) and the formula (2),
is the minimum value of the fitness value of the effective information of the current digital work meeting treatment system,
the maximum value of the fitness value of the effective information of the current digital workshop treatment system is obtained;
the variable constant of the data input flow can adjust the size of the operator searching area; in the same way, the method has the advantages of,
a variable constant amount of data output traffic by which the search rate within the search area can be adjusted to vary the amount of most significant information that can be searched;
an optimizable fitness value for a digital data processing process of a digital conference in a digital conference management systemBy passing
The expansion and solution of (a) yields an optimizable optimal threshold,
a stability factor between 0 and 1. The size of the algorithm directly influences the performance of the algorithm. Is added in the formula
The method can effectively avoid the situation that the divisor is 0, and is also a step for increasing the stability of the algorithm of the digital conference digital data system in the digital conference treatment system.
The Fireworks Algorithm (Fireworks Algorithm), abbreviated as FWA, is a group intelligence Algorithm proposed inspired by Fireworks explosions in night sky. The firework algorithm starts iteration, and an explosion operator, a mutation operator, a mapping rule and a selection strategy are sequentially utilized until a termination condition is reached, namely the precision requirement of the problem is met or the maximum function evaluation times are reached.
The calculation and processing of data information are realized by the following method in the specific application process of the firework algorithm:
1) Fireworks are randomly generated in a specific solution space (such as a digital workshop governance system), and can be set as the workshop digital data in the invention, and each fireworks represents a solution of the workshop digital data information solution space. A built-in data quality rule base can be provided in the digital workshop treatment system, so that a user can quickly construct a data quality rule engine of the industrial level of the digital workshop treatment system. The inventive distributed streaming quality detection system can minimize the load influence of data detection on the database, provide parameterized configuration, and support multi-level deployment and multi-level legal person architecture, so as to improve the data information processing capacity and application capacity of the digital workshop treatment system.
2) And calculating the fitness value of each firework according to the fitness function, and generating sparks according to the fitness value. The number of sparks is calculated based on the concept of immunity concentration in immunology, i.e. the fireworks with better fitness value generate more sparks.
3) In the application process of the digital work meeting treatment system, sparks can be generated in the radiation space of fireworks according to the actual firework attributes and the actual situation of searching problems. So as to improve the treatment capability of the digital workshop (for example, the size of the explosion amplitude of a certain firework is determined by the fitness value of the firework on the function, the larger the fitness value is, the larger the explosion amplitude is, and vice versa). Each spark represents one solution in the solution space. In order to improve the digital control capability and complete the transformation and upgrade of the digital leadership, the fireworks need to be properly mutated, such as Gaussian mutated, in the perfect digital control system.
4) And extracting the optimal solutions of different populations in the digital workshop treatment system, judging whether the retrieval requirements are met, if so, stopping searching, and if not, continuing iteration. The initial value of the iteration is the best solution obtained by the loop and the other solutions selected. By the method, the digital operation and maintenance efficiency in the digital workshop treatment system can be improved. In a particular embodiment, as shown in FIG. 2, a user computer management system includes a first memory, a display module, a transaction processor, and an output interface. The first memory is used for storing the business source of the digital enterprise of the trade conference and the digital transaction account data of the trade conference of the digital source of the trade conference; the first memory includes a hard disk drive, a floppy disk drive, and a CD-ROM drive; the display module is used for displaying the process condition of submitting the online request to the service computer management system and displaying the webpage mails sent by the service computer management system; the display module is displayed through LCD liquid crystal and comprises a screen and a backlight lamp assembly, wherein the backlight lamp assembly emits uniform surface light, the light is transmitted to eyes of a user through the liquid crystal screen, and the screen performs light processing according to pixels to display images; the transaction processor is used for controlling the user computer management system and responding to the data instruction; receiving, at the transaction processor, a sort view instruction, the sort view instruction determining data placement and format; the output interface is used for transmitting the online request of the user computer management system; the transaction processor is respectively connected with the first memory, the display module and the output interface.
In a particular embodiment, the data processing units may be connected to each other via a data communication network, which may be a public network and which is considered insecure and open to eavesdroppers. In the illustrated embodiment, the network may be embodied as the internet. In such a case, the computer may or may not be connected to the internet at any time. For example, a client computer may occasionally connect to the internet using a modem, while a bank computing center may maintain a permanent connection to the internet. Specific information related to internet-related protocols, standards, and applications may not be discussed herein.
In a particular embodiment, as shown in FIG. 3, the service computer management system includes an input interface, a second memory, an evaluation module, a data processing module, a transaction processor, and an output interface. The input interface is used for serving a transmission medium of a data source aggregated access of the computer management system; the second memory is used for storing the digital business source of the industrial conference and the digital transaction account data of the industrial conference; the second memory comprises database search, database merge, GREP, AGREP and SQL natural language; the evaluation module evaluates the digital feasibility of the user's meetings according to the evaluation rules and transmits the result back to the transaction processor; the data processing module performs aggregation access on data of all data sources through an improved clustering algorithm model; the data processing module classifies the data according to similarity through unsupervised training; the transaction processor is used for controlling the user computer management system and responding to the data instruction; receiving, at the transaction processor, a sort view instruction, the sort view instruction determining data placement and format; the output interface is used for transmitting the online request of the user computer management system; the input interface, the second memory, the evaluation module, the output interface, the data processing module and the transaction processor are interconnected.
In a specific embodiment, the second memory comprises an environment data storage module, a production data storage module, a video monitoring data storage module and a sales data storage module, and the memory of the service computer management system is used for respectively transmitting all data to the environment data storage module, the production data storage module, the video monitoring data storage module and the sales data storage module according to a digital workshop data source for storage; the environment data output interface of the service computer management system is connected with the input interface of the environment data storage module, the production data output interface of the service computer management system is connected with the input interface of the production data storage module, the video monitoring data output interface of the service computer management system is connected with the input interface of the video monitoring data storage module, and the sales data output interface of the service computer management system is connected with the input interface of the sales data storage module; and the environment data input interface of the service computer management system is connected with the output of the environment data acquisition equipment.
In particular embodiments, communication between parties to a transaction and the system of the present invention may be accomplished through any suitable communication means, such as a telephone network, an intranet, the Internet, point of interaction devices (point of sale devices, personal digital assistants, cellular telephones, kiosks, etc.), online communications, offline communications, wireless communications, transponder communications, and the like. It will also be appreciated by those skilled in the art that for security reasons, any of the databases, systems or components of the present invention may include any combination of databases or components located at a single location or multiple locations, with each database or system including any of a variety of suitable security features, such as firewalls, access codes, encryption, decryption, and the like.
In particular embodiments, the computers discussed herein may provide suitable websites or other Internet-based graphical user interfaces accessible by the user. In one embodiment, the Internet Information Server, microsoft Transaction Server, and Microsoft SQL Server are used in conjunction with the Microsoft operating system, microsoft NT web Server software, microsoft SQL database system, and Microsoft Commerce Server. In addition, components such as Access or SQL Server, oracle, sybase, informix MySQL, interbase, etc. may be used to provide ADO compliant database management systems.
In particular embodiments, clustering algorithm models are improvedBased on the cluster center parameter of quantum gate updating clustering algorithm, firstly, randomly selectingkEach object initially represents the average value or the center of one cluster, the distance between each remaining digital data of the workshops and the center of each cluster is calculated, and the workshops are classified into the nearest cluster; setting a digital data aggregation access objective function of a data source as follows:
in the formula (3), the reaction mixture is,Jthe digital data aggregate access objective function of the workshop representing the data source,cwhich indicates the number of clusters to be formed,m j representation of belonging tojThe cluster center of the digital data of the class workshop,nis represented as belonging tojThe number of clusters of the digital data of the analogous conference,x i denotes the firstiThe digital data of the personal party is obtained,wthe weight is represented by a weight that is,wreflect the preference of the decision maker whenwWhen becoming large, the number of clusterscIs also increased; on the contrary, the first step is to take the reverse,cwill be reduced; the calculation formula of the cluster center of the digital data of the workshop is as follows:
evaluating an aggregation result of the improved clustering algorithm model through a contour coefficient, wherein the contour coefficient is calculated according to the formula:
in the formula (5), the reaction mixture is,s（x) The coefficients of the contour are represented by,a（x) Representing conference digital dataxThe average distance to the same cluster of conference digital data,b（x) Representing digital data of a trade partyxAverage distance to all of the digital data of the meetings of the adjacent clusters;s（x) The closer to 1, the more the digital data of the workshop is illustratedxThe more reasonable the clustering is; then updating cluster center parameters and calculating the number of the meetings in each clusterThe data and algorithm adopt quantum revolving doorU(Δθ) Updating the Cluster center parameter, U (Δ)θ) The definition is as follows:
in the formula (6), ΔθRepresents a rotation angle, ΔθThe specific calculation of (c) is as follows:
in the formula (7), the reaction mixture is,trepresenting the number of iterations; the improved clustering algorithm model combines the advantages of the clustering algorithm and the quantum evolutionary algorithm, uses a quantum gate for optimization, and finally realizes the aggregation access management of the digital data of the workshops in the digital workshops management system.
In a specific embodiment, a method for managing aggregated access of a digital conference management system includes the steps of:
(S1) a service computer management system receives a processing request of a digital workshop treatment system user for workshop digital data;
in particular embodiments, the present invention may be described in terms of functional block components, screenshots, alternative selections, and various processing steps. It should be appreciated that such functional blocks may be realized by any number of hardware and/or software components configured to perform the specified functions. For example, the present invention may employ various integrated circuit components, e.g., memory elements, processing elements, logic elements, look-up tables, or the like, which may carry out a variety of functions under the control of one or more microprocessors or other control devices. Similarly, the software elements of the invention may be implemented in any programming or scripting language, such as C, C + +, java, COBOL, assembler, PERL, visual Basic, SQL stored procedures, extensible markup language (XML), and various algorithms may be implemented in any combination of data structures, objects, processes, routines, or other programming elements.
(S2) the transaction processor queries N data sources to acquire user data, and formats the data into a standard report;
in particular embodiments, the present invention may be embodied as methods, data processing systems, data processing apparatus, and/or computer program products as will be appreciated by one of ordinary skill in the art. Accordingly, the present invention may take the form of an entirely software embodiment, an entirely hardware embodiment or an embodiment combining software and hardware aspects. Furthermore, the present invention may take the form of a computer program product on a computer-readable storage medium having computer-readable program code means embodied in the medium. Any suitable computer readable storage medium may be utilized including hard disks, CD-ROMs, optical storage devices, magnetic storage devices, or the like.
(S3) the service computer management system processing the query to extract relevant data satisfying the query parameters;
in particular embodiments, these service computer management system program instructions may also be stored in a computer-readable memory that can direct a computer or other programmable data processing apparatus to function in a particular manner, such that the instructions stored in the computer-readable memory produce an article of manufacture including instruction means which implement the functions specified in the flowchart block or blocks. The computer program instructions may also be loaded onto a computer or other programmable data processing apparatus to cause a series of operational steps to be performed on the computer or other programmable apparatus to produce a computer implemented process such that the instructions which execute on the computer or other programmable apparatus are specified in the flowchart block or blocks.
And (S4) the service computer management system formats the data into a custom report and sends a processing report to the user computer management system.
In a particular embodiment, the processing the request instruction includes: (1) instructions for where to access travel transaction data; (2) instructions where to access the digital account data for the guild; (3) a protocol for accessing the digital transaction data of the trade party; (4) a protocol for accessing the digital account data for the workshop; (5) location identifiers corresponding to a plurality of different travel sources; (6) Protocol instructions for a plurality of different travel sources, (7) location identifications corresponding to a plurality of different conference digital sources, (8) protocol instructions for a plurality of different conference digital sources, (9) a defined relationship between attributes and metrics of a natural language query and a target data source.
In particular embodiments, the request content includes data selection criteria including a workshop digital enterprise transaction account provider identifier or code, wherein the request causes the service processor to, in response to request instructions of a natural language query, parse the request to retrieve the workshop digital data selection criteria from the natural language query.
In particular embodiments, the present invention may be described in terms of functional block components, screenshots, alternative selections, and various processing steps. It should be appreciated that such functional blocks may be realized by any number of hardware and/or software components configured to perform the specified functions. For example, the present invention may employ various integrated circuit components, e.g., memory elements, processing elements, logic elements, look-up tables, or the like, which may carry out a variety of functions under the control of one or more microprocessors or other control devices. Similarly, the software elements of the invention may be implemented in any programming or scripting language, such as C, C + +, java, COBOL, assembler, PERL, visual Basic, SQL stored procedures, extensible markup language (XML), and various algorithms may be implemented in any combination of data structures, objects, processes, routines, or other programming elements.
In the embodiment, in order to verify the practicability of the digital industrial treatment system aggregation access management system, an i7 series computer is adopted in a laboratory, the memory is 64+128GB, the core processor is a microcontroller processor based on ATMega328P, and the processor is provided with 14 paths of GPIO interfaces, 6 paths of PWM and 12 bits of ADC interfaces [15] The controller is accessed to a UART serial port, a 1-path SPI interface and a 1-path I2C interface in a serial port mode through an external module, such as ZigBee and RS 485-to-RS 232 conversion. The environmental parameters and configurations are shown in fig. 1.
TABLE 1 environmental parameters and configurations
The study was performed in the simulation environment keil + projects. And (4) simulating and simulating communication data through a C language test. During testing, a plurality of groups of test data are randomly generated in the data range, calculation resources are distributed through the three methods, data processing efficiency is compared, a digital data management system (scheme one), a digital data management automation system (scheme two) of a workshop in the prior art and the digital workshop treatment system aggregation access management system are adopted, the processing speed of the clustered digital data information of the workshop is observed within 10 hours, and a mathematical processing efficiency schematic table is shown in table 2.
TABLE 2 schematic diagram of mathematical treatment efficiency
From table 2, it can be seen that the mathematical treatment efficiency of the present study is relatively high. Then, the processing results of various data information are shown by fig. 5, and it can be seen from the comparison schematic diagram of fig. 5 that, at the same data volume, the time consumed by the method of the present invention is shorter when the digital mathematical data information is in a workshop, and the data processing volumes of three different methods are gradually increased along with the increase of the time, but in the whole test process, the data processing capability of the method of the present invention is strongest, and the consumed time is least.
Although specific embodiments of the present invention have been described above, it will be understood by those skilled in the art that these specific embodiments are merely illustrative and that various omissions, substitutions and changes in the form and details of the methods and systems described above may be made by those skilled in the art without departing from the spirit and scope of the invention; for example, it is within the scope of the present invention to combine the steps of the above-described methods to perform substantially the same function in substantially the same way to achieve substantially the same result; accordingly, the scope of the invention is to be limited only by the following claims.
Claims (5)
1. The utility model provides a digital workshop administers system polymerization access management system which characterized in that: the method comprises the following steps:
the user computer management system is used for submitting an online request to the service computer management system through a public network ISDN wireless digital line; the user computer management system is a user terminal of the digital workshop administration system, converts the workshop digital transaction account data and the transaction data from the service source of the workshop digital enterprise and the digital source of the workshop into a single format, sets a communication protocol standard and issues the standard to a public network;
a public network for constructing a medium connected between the user computer management system and the service computer management system; the public network providing packet switched services and circuit switched services, installing wireless digital lines between the user site and the public network service provider's switching facilities using ISDN, access to the public network services being provided by a local public network service provider within a local access transfer area;
a service computer management system for receiving the on-line request transmitted by the user computer management system and analyzing the on-line request to select a communication protocol standard from the natural language query retrieval data; the data selection communication protocol standard of the service computer management system comprises metadata, the metadata formats the data selection communication protocol standard, and calls N data sources through an internal network for aggregation access, and the service computer management system transmits a processing report to the user computer management system through a public network in a webpage mail mode after processing;
an internal network for constructing a medium for connection between the data source and the service computer management system; the internal network uses a web service protocol to realize cross-network communication, and the natural language is a web service description language;
the data source is used for storing all data related to the digital field of the trade meeting; the number of the data sources is N in total, each data source comprises a random access memory and can store one or N application programs for the data source to execute;
the output interface of the user computer management system is connected with the input interface of a public network, the output interface of the public network is connected with the input interface of the service computer management system, the output interface of the service computer management system is connected with the input interface of an internal network, and the output interface of the internal network is connected with N data sources;
wherein the service computer management system comprises:
an input interface for serving a transmission medium of a computer management system aggregation access data source;
the second memory is used for storing the digital business source of the industrial conference digital enterprise and the digital business account data of the industrial conference; the second memory comprises database search, database merge, GREP, AGREP and SQL natural language;
the evaluation module is used for evaluating the digital feasibility of the user's meetings according to the evaluation rules and transmitting the result back to the transaction processor;
the data processing module is used for performing aggregation access on the digital data of all the data sources in the workshop by improving the clustering algorithm model; the data processing module classifies the data according to similarity through unsupervised training;
a transaction processor for controlling the user computer management system and responding to data instructions;
an output interface for a transmission medium of an online request of the user computer management system;
the input interface, the second memory, the evaluation module, the output interface, the data processing module and the transaction processor are connected with each other;
the improved clustering algorithm model comprises a data fusion module, a data dimension reduction module, an information extraction module, a firework algorithm model and a clustering classification model, wherein the output end of the data fusion module is connected with the input end of the data dimension reduction module, the output end of the data dimension reduction module is connected with the input end of the information extraction module, the output end of the information extraction module is connected with the input end of the firework algorithm model, and the output end of the firework algorithm model is connected with the input end of the clustering classification model; the data fusion module is used for carrying out data classification on the received digital data of the workshop according to data attributes, data communication types or data formats; the data dimension reduction module is used for processing the digital data information of the workshops with different dimensions into data information with uniform format; the information extraction module is used for coding the data information with uniform format according to the coding requirement of the improved clustering algorithm model, and the firework algorithm model is used for improving the searching capability of the digital data information of the industrial conference so as to improve the retrieval and optimization capability of the digital data information of the industrial conference; the cluster classification model is used for classifying the digital data information of the industrial conference according to the classification center setting.
2. The aggregated access management system for a digital workshop administration system according to claim 1, wherein: the user computer management system includes:
the first memory is used for storing the digital business source of the trade meeting and the digital transaction account data of the trade meeting digital source; the first memory includes a hard disk drive, a floppy disk drive, and a CD-ROM drive;
the display module is used for displaying the process condition of submitting the online request to the service computer management system and displaying the webpage mails sent by the service computer management system; the display module is used for liquid crystal display through an LCD, the display module comprises a screen and a backlight lamp assembly, the backlight lamp assembly emits uniform surface light, the light is transmitted to eyes of a user through the liquid crystal screen, and the screen performs light processing according to pixels to display images;
a transaction processor for controlling the user computer management system and responding to data instructions; receiving, at the transaction processor, a sort view instruction, the sort view instruction determining data placement and format;
an output interface for a transmission medium of an online request of the user computer management system;
the transaction processor is respectively connected with the first memory, the display module and the output interface.
3. The aggregated access management system for a digital workshop administration system according to claim 1, wherein: the working method of the firework algorithm model comprises the following steps:
operator for extracting random workshop digital data in digital workshop management system
The searchable radius of the area of influence is set to
The number of effective information data in the area of influence is set to
Then, a searchable radius function of the influence area is constructed, and the function expression is as follows:
constructing an effective information data number function, wherein the function expression is as follows:
in the formula (1) and the formula (2),
is the minimum value of the fitness value of the effective information of the current digital work meeting treatment system,
the maximum value of the fitness value of the effective information of the current digital workshop treatment system is obtained;
is a variable constant of the data input traffic,
a variable constant for data output traffic;
for the digital data processing process of the digital workshop in the digital workshop treatment system, the adaptability value can be optimized
The development and solution of (a) yields an optimizable optimal threshold,
a stability factor between 0 and 1.
4. The aggregated access management system for a digital workshop administration system according to claim 3, wherein: the second memory comprises an environment data storage module, a production data storage module, a video monitoring data storage module and a sales data storage module, and the memory of the service computer management system is used for respectively transmitting all data to the environment data storage module, the production data storage module, the video monitoring data storage module and the sales data storage module according to digital workshop data sources for storage; the environment data output interface of the service computer management system is connected with the input interface of the environment data storage module, the production data output interface of the service computer management system is connected with the input interface of the production data storage module, the video monitoring data output interface of the service computer management system is connected with the input interface of the video monitoring data storage module, and the sales data output interface of the service computer management system is connected with the input interface of the sales data storage module; and the environment data input interface of the service computer management system is connected with the output of the environment data acquisition equipment.
5. The aggregated access management system for a digital workshop administration system according to claim 1, wherein: the clustering algorithm model is based on quantum gate to update the cluster center parameters of the clustering algorithm, and firstly, the cluster center parameters are randomly selectedkDigital data of an individual party, each objectInitially representing the average value or the center of a cluster, calculating the distance between the digital data of each rest conference and the center of each cluster, and classifying the digital data of the conference into the nearest cluster; setting a digital data aggregation access objective function of a data source as follows:
in the formula (3), the reaction mixture is,Jthe digital data aggregate access objective function of the workshop representing the data source,cwhich indicates the number of clusters to be formed,m j representation of belonging tojThe cluster center of the digital data of the class workshop,nrepresentation of belonging tojThe number of clusters of digital data of the class service,x i is shown asiThe digital data of the personal party is obtained,wthe weight is represented by a weight that is,wreflecting the preference of the decision maker whenwWhen becoming large, the number of clusterscIs also increased; on the contrary, the method can be used for carrying out the following steps,cwill be reduced; the calculation formula of the cluster center of the digital data of the workshop is as follows:
evaluating an aggregation result of the improved clustering algorithm model through a contour coefficient, wherein the contour coefficient is calculated according to the formula:
in the formula (5), the reaction mixture is,s（x) The coefficients of the contour are represented by,a（x) Representing digital data of a trade partyxThe average distance to the same cluster of conference digital data,b（x) Representing digital data of a trade partyxAverage distance to all of the club digital data of the adjacent cluster;s（x) Closer to 1, indicating the digital data of the trade partyxThe more reasonable the clustering is; then updating cluster center parameters, calculating the digital data of the meetings in each cluster, and adopting a quantum revolving door in the algorithmU(Δθ) Updating the Cluster center parameter, U (Δ)θ) The definition is as follows:
in the formula (6), ΔθRepresents a rotation angle, ΔθThe specific calculation of (a) is as follows:
in the formula (7), the reaction mixture is,trepresenting the number of iterations; the improved clustering algorithm model combines the advantages of the clustering algorithm and the quantum evolutionary algorithm, uses a quantum gate for optimization, and finally realizes the aggregation access management of the digital data of the workshops in the digital workshops management system.
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