CN109754287A - A kind of separable anchoring integral intelligent management system - Google Patents

A kind of separable anchoring integral intelligent management system Download PDF

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Publication number
CN109754287A
CN109754287A CN201910014692.8A CN201910014692A CN109754287A CN 109754287 A CN109754287 A CN 109754287A CN 201910014692 A CN201910014692 A CN 201910014692A CN 109754287 A CN109754287 A CN 109754287A
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integral
anchoring
module
management system
integrating
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胡旭成
王昆
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Abstract

The invention discloses a kind of separables to be anchored integral intelligent management system, it include: that anchoring integral selects module, distributed big data analysis is carried out for the exchange data according to certain rules to all kinds of integrating systems, to be assessed and be sorted, select the integral that circulates that the integral for the standard of being best suitable for is exchanged as anchoring integral, the anchoring integral as all kinds of integrals;Management module of circulating is integrated, for broadcasting to the integrating system of all access management systems, the exchange object for adjusting each integrating system is that new Shanxi is anchored integrating system, and records anchoring and integrate exchange information every time.The system enables integral worth to obtain sufficiently excavation, supports the variety classes integral exchange based on anchoring integral and being capable of intelligent management.

Description

A kind of separable anchoring integral intelligent management system
Technical field
The present invention relates to digital integration service field, especially a kind of separable anchoring integral intelligent management system.
Background technique
Digital integration (Reward Points, referred to as: integral) system is that a kind of issuer utilizes computer, internet Etc. all kinds of technologies, by allowing target group to complete one or more specific tasks, give target group obtain corresponding reward or The motivator of right.
Digital integration is in digital integration system, and integral obtains a kind of document of title that taker gets reward.Digital integration All kinds of integrals, coupon, discount coupon, coupons, group buying voucher, lottery ticket, privilege, Priority Service power can be referred to and fallen All issuers such as family power are to encourage to complete certain behavior by target of issue to get certain reward or the digitlization of achievement power Sharp voucher.
Digital integration system is referred to as customer loyalty system (Customer Loyalty System) the foreign countries more, Substantially it is widely used in real economy businessman and preferential marketing methods is provided to client, come across eighties of last century earliest, rises In the development of Internet technology.Client can exchange in kind, service and certain specific by the digital integration of acquisition at businessman Right (discounting of following single purchase businessman article is weighed).
Currently, integral system is also widely used for the every field such as brand building, staff's benefits, social management.
In order to attract clients, increase client's liveness, all kinds of platforms, mechanism and businessman have issued own number product Point.The information-based digital integration of each businessman.But still there are a large amount of enterprise and mechanism at present and do not set up digital integration system, lack It is weary to provide the limited means of the behaviors such as consumption rebating, management using computer and Internet technology for client;Furthermore number is established The enterprise of integrating system also tends to lack credit system, cannot achieve integral and exchanges intercommunication, leads to transmitting-receiving of the client to integral The parameters such as amount, value do not know about, distrust, decline so as to cause the marketing effectiveness of integral.
Just generally speaking, there are Railway Projects for integral system at present.
1. market has a large amount of integrals, but its data value is not yet excavated because of technological difficulties.
According to statistics, integral overall circulation market value in China's reaches 4,000,000,000,000 RMB, and holding number is more than 900,000,000.Each product All there is certain rule in granting, exchange, the exchange divided, there are corresponding valence in data, track to system optimization, business development Value.But because data volume is excessively huge, inside and outside data mix and the cloud feature of all kinds of integrating systems, and a little data are again Unstructured data, traditional technological means are unable to complete such complex data analysis, and therefore, such data value does not obtain always To excavation.
2. traditional data system can not support that establishing anchoring integrates and carry out integral exchange.
All kinds of integrals lack the function that intercommunication is exchanged, and cause all kinds of integrals largely to leave unused, service efficiency is lower.Inventor's warp Cross the study found that needing to set medium integral if integrating and exchanging, therefore choose the medium of exchange of high credit --- anchoring product Dividing is essential link.But traditional data processing technique lacks the support means to innovation modes such as exchange, transaction, Selected anchoring integrates and the system development as the medium of exchange is difficult to realize always.
3. magnanimity integral exchanges rule and data need intelligent management.
All kinds of number of points are big, many kinds of, and have a variety of different storages to exchange, management etc., operation, divide The management rules such as analysis, displaying.Also, it with the variation of environment, needs constantly to adjust all kinds of management rules, to guarantee that system is run The most excellent best solution of efficiency optimization, interchange instructions.It is only unable to complete with manpower adjustment, it is therefore desirable to which system intelligent is certainly I adjusts.
The appearance of bottom big data, intellectualized technology concept, so that solving the above problems becomes possibility.
Because in consideration of it, the present invention is specifically proposed.
Summary of the invention
The object of the present invention is to provide a kind of separables to be anchored integral intelligent management system, and integral worth is obtained It sufficiently excavates, support is exchanged based on the variety classes integral of anchoring integral and being capable of intelligent management.
To achieve the goals above, a kind of separable anchoring integral intelligent management system provided by the invention, comprising:
Anchoring integral selects module, carries out for the exchange data according to certain rules to all kinds of integrating systems distributed Big data analysis selects the integral for the standard of being best suitable for as anchoring integral, the anchoring integral to be assessed and be sorted The integral that circulates as the exchange of all kinds of integrals;
Management module of circulating is integrated, for broadcasting to the integrating system of all access management systems, adjusts each integration system The exchange object of system is that new Shanxi is anchored integrating system, and records anchoring integral exchange information every time.
It optionally, further include integral synthesis decomposing module, for integrating several factors according to scheduled rule and operation It synthesizes anchoring integral or integrates anchoring disintegration at several factors.
Optionally, several factors integral is synthesized anchor according to scheduled rule and operation by the integral synthesis decomposing module Definite integral or will anchoring disintegration at several factors integral include:
The information and synthesis decomposition rule for receiving selected factor integrating system, record in logic storage unit and achieve, and It generates correlation to execute instruction, shows synthesis decomposition function button in customer interface;When client executes this synthesis or decomposes order, Integral synthesis decomposing module can take the lead in receiving instruction, then pass through synthesis decomposition rule, the factor number of points information of storage, to Management system sends the quantitative directive for adjusting or adjusting and reducing anchoring integral, and factor integral is adjusted and reduced or adjusted in the transmission of Xiang Yinzi integrating system Quantitative directive
Optionally, further include derivative service module, be anchored the derivative service that integral is carried out for management and utilization.
Optionally, the derivative service integrates the service for carrying out Investment & Financing, lease and debt-credit including the use of anchoring.
Optionally, further include big data analysis module, be used for all kinds of integrating system data sampling and processings, analysis and displaying, And cooperate the execution that anchoring integral is selected, anchoring integral exchanges and synthesis is decomposed.
It optionally, further include that intelligently control module for managing to entire management system utilizes artificial neuron to system Network model upgrades each module data.
Optionally, the management system further includes cloud computing service synergy module, is supported for deploying hardware host resource The network node that flow increases in advance, while the mechanism application hardware resource that quick release flow subtracts in advance.
Optionally, the management system further includes that integral exchanges logic unit, exchanges for handling integral, is sent to third Method, system transacting customer integrates the information for adjusting or adjusting and reducing, while the integral that also can receive third party system transmission is adjusted or adjusted Subtract information, after receiving information, corresponding mechanism is transferred according to information corresponds to the integral stored in the specified logical address of client and believe Breath, and number of points is adjusted or adjusted and reduced, to be cooperateed with third party system.
A kind of separable anchoring integral intelligent management system provided by the invention, from all kinds of candidate integrals in access system In select anchoring integral, anchoring integral can circulate as the integral of other kinds type, and having broken can not be mutual between all kinds of integrals Circulate the barrier changed, promotes the circulation of circulating of integral, has sufficiently excavated the value of data.Further, anchoring integral can be with Several factor integrals are synthesized or be decomposed by several factors integral, the trust endorsement of factor integral has been obtained, has enhanced anchoring product It is allocated as the credit for the integral that circulates.
Detailed description of the invention
Fig. 1 is a kind of structural schematic diagram of separable anchoring integral intelligent management system provided in an embodiment of the present invention.
Specific embodiment
Several illustrative embodiments shown in below with reference to the accompanying drawings describe the principle and spirit of the invention.It should Understand, describe these embodiments just for the sake of make those skilled in the art can better understand that in turn realize the present invention, It is not intended to limit the scope of the invention in any way.
Term is explained:
Big data (big data), refer to can not be captured within the scope of certain time with conventional software tool, manage and The data acquisition system of processing is to need new tupe that could have stronger decision edge, see clearly discovery power and process optimization ability Magnanimity, the information assets of high growth rate and diversification (unstructured and semi-structured).Big data technology is exactly to big data It handled, analyzed, extract the technology of big data value, be to be sieved according to specific objective by data collection and storage, data Choosing, algorithm analysis and prediction, data analysis result displaying etc., provide foundation to make correct decisions, data volume rank is usual In PB or more.Big data correlative technology field includes big data acquisition, big data pretreatment, big data storage and management, big number Show and apply (big data retrieval, big data visualization, big data application, big data safety according to analysis and excavation, big data Deng) etc. links.
Artificial neural network (ARTIFICIAL NEURAL NETWORK, abbreviation ANN) is a kind of operational model, is artificial A kind of logical method for simulation mankind thinking that intelligence is realized on computers.Artificial nerve network model is by a large amount of node Composition is coupled to each other between (or neuron).A kind of each specific output function of node on behalf, referred to as excitation function (Activation Function).Connection between every two node all represents a weighted value for passing through the connection signal, Referred to as weight, this is equivalent to the memory of artificial neural network.The output of network weighted value and swashs then according to the connection type of network Encourage the difference of function and different.And network itself is approached certain algorithm of nature or function, it is also possible to A kind of expression to logic strategy.The support technology that artificial neural network technology is excavated and analyzed as big data is non-structural Change data cleaning is provided, is excavated and analysis, at the same for treated data provide statistical analysis, modeling, emulation, machine learning, The intellectualized technologies such as wisdom control, process judgement are supported.
Cloud computing (Cloud Computing) is the increase, use and delivery mode of related service Internet-based, is led to Often it is related to providing the resource of dynamic easily extension and often virtualization by internet.Cloud computing technology mentions for enterprises and individuals Supplied convenience, the realization of cloud computing technology need by include physical basis framework build, allocating operating system, network foundation frame Structure builds, application deployment, monitoring, project management and linked groups are coordinated.The service type of cloud can To be divided into infrastructure cloud service (IaaS), three levels of platform cloud service (PaaS) and software cloud service (SaaS).
The embodiment of the present invention provides a kind of separable anchoring integral intelligent management system, is that a kind of big data intelligence can divide Type anchoring integral intelligent management system, as shown in Figure 1, management system and external different integrating system (integral 1- integral N) into Row docking, management system establish the data-interface of itself and external integrating system, and support includes: instruction control, information transmission, reads The operation such as write-in is taken, on the basis of it integrates Relational database field in external integrating system cooperation adjustment, management system is real Now with the data interchange of external integrating system, or management system has been accessed for other integrals.This management system includes anchoring product Divide and selects module, integrates management module of circulating, integral synthesis decomposing module, derivative service module, big data analysis module, system Intelligence control module and cloud computing service synergy module.Above-mentioned module can be compiled into program according to the execution step being introduced below Module, to execute corresponding process.Modules are introduced below.
<big data analysis module>
Big data analysis module is the nucleus module of this management system, for all kinds of integrating system data sampling and processings, Analysis and displaying simultaneously play the role of cooperation operation in the operation of other modules, wherein including:
Intelligent predicting analyzes submodule: being a kind of statistics or Data Mining Solutions module, in structuring and non- Using to determine future outcomes (can realize by corresponding known algorithm) in structural data, can for prediction, optimization, forecast and Simulation etc. many other purposes and dispose;This submodule mainly passes through artificial neural network and realizes as support technology: management system Mass data is passively collected in system active, and data source includes generating inside this management system, is also included internet, is passed The data that sensor and other data sources generate.In addition to demand data and the income data for passively receiving client, system is according to making User's demand or itself synergy demand, automated intelligent collect related data using technologies such as web crawlers;
System chooses all kinds of integration datas as input node (neuron), and is arranged to correlated variables in a computer; Similar, item sales, sales volume, integral granting amount, accumulated point exchanging amount, the integral that computer can also choose certain integral are held The data such as number, accumulated point exchanging Item Value are as input node.Each variable has in system (the memory of such as system It is interior) there is specific address and logical memory space, as soon as every increase neuron node variable, will increase a logic storage Unit;
Neural network model is called, is between input variable node, implicit variable node and output variable node Influence each other additional connection path, i.e. weighted value, to assess one of variable or after several variables change, to other changes The influence of amount, and being quantified, if phenomena such as feedback effect and quantification effect can be generated.The description of introductory path (weight) with Relevant variable has neighbouring logic storage unit, and the information to dependent variable is contained in every message, computer is facilitated to refer to The relative variable of addressing weight is enabled to carry out operation;
Need the intelligent storage module design result logic storage unit in computer, this element is in temporal sequence or logic Sequence permutation facilitates computer to find result.
System actively or passively inputs mass historical data, arranges according to logical orders such as time series, causal sequences, packet Include each class variable of node, path weight value and result data.Result data is mainly the comparison result of all kinds of integrals, anchoring product The relevant rule of partite transport battalion and dependent instruction and suggestion for operation.Data are according to above-mentioned logical memory space, according to time sequence Column, logic sequence sequence.
After data input successfully, computer self operation utilizes all kinds of mathematical model training sides using result data as function Method finds the pattern function relationship for determining and being suitble between each class variable.Note that function may be multi- extreme value function, i.e. some thing Object is not necessarily the only a kind of optimum answer.Computer determines most by comparing the degree of fitting of different functional image and scatter plot Good functional relation, and be stored in function logics unit.
Non-relational database submodule: for storing and reading and writing extensive, multiple, unstructured and semi-structured number According to database technology framework;
Streaming computing submodule: it cleaned, polymerize and is analyzed in real time for the data source to multiple high-throughputs;It is right The integrating systems of all kinds of Different Rules, transmission data, number format among electronic inductor information flow quickly handled And the demand fed back;
Distributed storage submodule: the submodule is memory node greater than one, the more copies of data preservation and high-performance Calculating network.Storage load is shared using more storage servers, positions storage information, this submodule using location server The reliability, availability and access efficiency for not only increasing system, are also easy to extend;
High speed access and communication submodule: the low delay of mass data is provided to distributed memory system using the submodule Access and processing;
Data visualization submodule: it for all types of data sources, including the mass data in system and in real time and connects The distributed data of near real-time is shown;
Data prediction submodule: for different data sets, it is understood that there may be different structures and mode, such as file, XML Tree, relation table etc. show as the isomerism of data.The submodule is for (needing to do further collection to the data set of multiple isomeries At processing or integration processing), by from different data collection data collection, arrangement, cleaning, after conversion, be generated to one it is new Data set provides unified Data View for subsequent query and analysis processing;
Data check submodule: for being carried out to the magnanimity on distributed memory system and database, high-frequency data collection Data check removes invalid data, completion missing.
The devices such as program, logic storage unit and physical store, operation, communication required for above-mentioned each submodule belong to In big data analysis module.Above-mentioned each submodule cross-reference carries out technical support to modules all in management system, to realize Magnanimity, non-structured all kinds of integrating system data sampling and processings, analysis and displaying etc., and realize that anchoring integral is selected, be anchored Integral exchanges, synthesis is decomposed and other correlation functions.
<anchoring integral selects module>
Under the support of big data analysis module, anchoring integral selects module (can referred to as select module) for according to certain Rule distributed big data analysis carried out to the exchange data of all kinds of integrating systems selected to be assessed and be sorted The integrating system of standard is best suitable for as anchoring integral candidate.Occupy certain sky on disk memory array in the module Between, the main program for storing all kinds of integrating systems of automatic addressing.When the interface that a new integrating system abides by management system is assisted View, the read-write of open own system data simultaneously are supported then to be known as integrating system access with after management system interchange instructions function Management system.After having new integrating system access, then need to send access notice to management management system according to agreement Information.It receives management system big data analysis module and big data intelligent management module after information and then selects mould to anchoring integral Block sends instruction, it is desirable that anchoring integral selects the module integrating system data new according to the regular record of agreement.Anchoring integral is selected for a post Modeling block sends instruction to new integrating system, it is desirable that reads the related data in integrating system, and carries out to its transaction data Comprehensive record.Therefore instruction belongs to a part of access protocol, and integrating system will cooperate automatically, and patrol according to the storage of itself Volume, addressing anchoring integral selects information required for module, the related data in reading database, and sends relevant data to and select for a post Modeling block.After tracking and recording the corresponding time cycle, module is selected by the data received compared with other integration datas, if Better than other data, then retain this data, is stored in database in storage unit to be selected, otherwise abandons this data.In addition to right The integrating system each newly accessed carries out outside tracking operation, and selecting module also can be according to the time cycle of agreement, using big data Acquisition technique issues instruction to all integrating systems of access management system respectively, it is desirable that they issue related data, adopt simultaneously With big data preconditioning technique, analytical technology, all kinds of integration datas are compared.After the completion of comparing, selecting module will win The mark of person's integrating system saves in the buffer, and sends information to other modules of this integrating system and management system, accuses Know select as a result, and store in the database and in disk array the related data this time selected, it is later for future reference.
After by selecting the determining anchoring integral candidate of module, integrates management module of circulating and utilize big data analysis mould The integrating system of block, Xiang Suoyou access management system is broadcasted, and includes indicator in broadcasting packet, is referred to the transmission of each integrating system It enables, the exchange object for adjusting each integrating system is that new Shanxi is anchored integrating system;It is wide to other modules that module of circulating is integrated simultaneously New Shanxi anchoring integration information is broadcast, and using the support of big data module, it is each using distributed storage technical notes anchoring integral Information is exchanged, to improve the credit of anchoring integral.Integral circulates module using the support of big data module simultaneously, passes through high fast reading Writing technology, which is realized, supports the operation such as anchoring integral and exchange, storage, read-write, the transaction record of all kinds of integrals.
It include indicator in instruction when client, which issues, swaps out or change to common integral instruction by taking the exchange of integral as an example, Automatic addressing is anchored request data in integrating system, integrates the management module Automatic-searching that circulates and proposes to need change or the anchoring that swaps out Another client of integral;If the conversion ratio Data Matching that inputs in the buffer of exchange both sides, management module of circulating to Common integrating system sending adjusts or adjusts and reduce instruction, while adjusting or adjusting and reducing instruction to anchoring integrating system sending.According to instruction And interface protocol, common integrating system modifies client in database and integrates the data of storage field, and is stored in common integration system In the logic storage unit of system, while integrating system is anchored also according to agreement and instruction, address the logic storage unit of client, and Modify the data that client in database integrates storage field.Management system controls any accumulated point exchanging instruction and takes the lead in and be anchored Integral, which is formed, exchanges instruction pair, is not related with other integrals.Meanwhile anchoring integral issuer is monitored, once There is discreditable behaviors, system alarm, the prompts such as super generating integral, exchange promise breaking to shut the book, and current anchor integral is replaced with Other integrals.
<derivative service module>
After receiving the broadcast for integrating module of circulating, derivative service module passes through the support of big data module, automatic to execute Function program in caching carries out instruction binding and pass to anchoring integrating system according to the agreement of integrating system and management system Connection.Derivative service associated button or instruction operation instruction will occur in the customer interface for being anchored integrating system.Client executes such spread out When raw service order, management system will adjust anchoring integrating system sending, adjust and reduce or other dependent instructions, and be taken according to derivative Business rule executes the dependent instructions such as timing, valuation, record.Derivative type service can be according to management system and anchoring integrating system association View determines that the derivative adjustable configuration of service module is to be confirmed whether to need certain to derive service.Meanwhile issuing machine is integrated to anchoring Structure is monitored, and is shut the book once there is discreditable behaviors, system alarm, the prompts such as super generating integral, exchange promise breaking, and will be current Anchoring integral replaces with other integrals.
Derivative service module stores anchoring integral-derivative function program, which has scalability.It is embodied as A series of logic storage units of binding anchoring integral, such unit store the program for realizing certain function.In client to anchor When definite integral carries out certain operation, i.e., the program in triggering derivation function module executes, to be presented as the peculiar of anchoring integral Function.For borrowing or lending money function, when client issues the instruction for borrowing anchoring to integrate, management system derivation function module borrows or lends money function Module executes, and mainly stores in this module: debt-credit program, borrowing quantity, the borrowing time, borrowing people's information, is lent at borrowing interest People's information lends interest, lends the information such as time.After the module receives lending instruction, the anchoring of credit storage in searching system Relevant information is integrated, or is deposited according to the customer information that the rule searching such as amount, interest, time sequencing has intention to lend anchoring integral Storage unit is matched;After confirmation, management system issues the anchoring number of points information in the account for adjusting borrowing people client Instruction, and borrowing quantity is recorded, later, expires according to the interest rate of agreement and adjust and reduce a certain amount of anchoring integral of borrowing people, until borrowing The angle of incidence expires, completion of repaying capital with interest;Meanwhile system is according to quantity is lent, and issues to adjust and reduce and lends people client or system storage It is anchored the instruction of number of points, according to the interest rate of agreement, adjusts the anchoring number of points for lending people client or management system storage, It expires until agreement lends the time, completion of repaying capital with interest.Aforesaid operations are required to management system and are written and read to database, and complete At the read-write and control of hardware store array.
<integral synthesis decomposing module>
Synthesis decomposing module function is a kind of function that anchoring integral can be matched, this function mainly synthesizes decomposition by integral Module and the cooperation of big data analysis module are realized.When being anchored integrating system selection this function of support, then to synthesis decomposing module It gives notice with big data analysis module.In this notification information Coverage factor integrate quantity, alternative condition, synthesis condition etc. Information.After big data analysis module receives the information, using streaming computing technology, preconditioning technique, and distributed storage is combined All integrals of access management system are screened, and pass through data display technique to anchoring integrating system after the completion of screening The factor of selection is recommended to integrate.If anchoring integrating system receives the recommendation of big data system, to synthesis decomposing module hair It sends to be elected and determines the information and synthesis decomposition rule of factor integrating system.After anchoring integral specified factor integral, system is integrated to the factor System sends notification information and synthesis decomposition rule respectively, if factor integral publisher confirms that receiving to become the factor integrates, then System is integrated according to synthesis decomposition rule binding anchoring integral and the factor;As factor integral publisher does not receive the Shen of anchoring integral Please, then system is a kind of under recommending automatically integrates as factor integral.If do not integrate be ready receive become anchoring integral because Subproduct point, then synthesizing decomposition function cannot achieve.Synthesis decomposing module records archive in its logic storage unit, and generates phase Pass executes instruction, and notice anchoring integrating system shows synthesis decomposition function button in customer interface.When client execute this synthesis or When decomposing order, synthesis decomposing module can take the lead in receiving instruction, then by the synthesis decomposition rule of its storage inside, because of subproduct The program informations such as dosis refracta adjust or adjust and reduce the quantitative directive of anchoring integral, Xiang Yinzi integrating system hair to anchoring integrating system Send the quantitative directive for adjusting and reducing or adjusting factor integral.According to agreement, it is anchored integrating system and factor integrating system is required to by finger It enables and reads and writes its Database Systems, adjust the number of points of client, storage and read-write process are completed on hardware disk array.
In each more specifically embodiment, the object that settable several integrals are synthesized and decomposed as anchoring integral, As above-mentioned factor integral.In the integral synthesis of management system and decomposing module, there is the logical memory space of management, these Memory space stores the factor integration information that anchoring integral synthesis is decomposed.The information content includes: synthesis factoring fraction Gauge is then, factor integrating system ID, title, factor number of points, synthesis/decomposition the information such as acknowledge a debt between family, synthesis/decomposition. This type of information stores in the database according to certain logical order, and deposits in hardware disk array.When client assigns synthesis When instruction, integral synthesis decomposing module reads composition rule, the type and quantity that confirmation needs the factor to integrate;After confirmation, automatically It sends and inquires the integrating system that instruction is integrated to the factor of setting, the information of factor integral needed for retrieval synthesis anchoring integrates, really Recognize whether the client for assigning synthetic instruction there are enough factors to integrate.System where factor integral returns to the fraction of client respectively After amount, if quantity is inadequate, management system prompts the several number of points of client which or which inadequate, and instruction terminates;Such as Fruit quantity is enough, then synthesizes decomposition management module to the transmission of each factor integrating system and adjust and reduce what client's respective numbers factor integrated Instruction, and the instruction for adjusting client and integrating is sent to anchoring integrating system.It then losss, generates for factor integral in user terminal experience Anchoring integral.And if client assigns disassembly instruction and is, management system takes the lead in confirming decomposition rule if synthesizing decomposing module, later It need to confirm that client is anchored number of points;If quantity is supported to decompose, adjusted to the reception and registration of each factor integrating system if management system Integral instruction, and integral instruction is adjusted and reduced to anchoring integrating system reception and registration simultaneously;If quantity is not supported to decompose, client's anchor is informed Definite integral lazy weight, program determination.User terminal experience be anchoring disintegration be the factor integrate.Aforesaid operations are both needed to logarithm According to being written and read in library to class integration data, and management system is needed to connect with anchoring integrating system, the foundation of factor integrating system Mouth agreement.Management system enters the reason integral real-time monitoring of system using big data interface differential technique, to brisk trade, number of users More integral carries out promotion, it is proposed that anchoring integral publisher selectes such integral and integrates as the factor.
<system intelligent control module>
System intelligent control module manages entire management system, can upgrade anchoring integral and select module, product It is the rule of management module, derivative service module, integral synthesis decomposing module and the big data analysis module of point circulating, logic, interior The data such as appearance.Related intelligent management program is stored in big data intelligent management module, is set according to artificial neural network, with For current Various types of data as input, the optimal solution of constant search constantly updates the command logic stored in its database, And in the logic storage unit data of lasting adjustment instruction, in the hope of the continuing to optimize of instruction, most optimum distribution of resources and whole effect Rate improves.Meanwhile this module also supports system administration manual intervention, it can the certain functions of manual amendment's setting or rule.
<integral exchanges logic unit>
It is a series of control information that processing integrates the dedicated program exchanged, logic is formed that integral, which exchanges logic unit,.This Category information stores client's integration data information and adjusts and adjust and reduce operation according to the demand of individual client.In addition to management is System accesses outside the integral of each authority releases, and management system can also support the integration system that issuer is integrated with other third parties System, the integral exchange of all kinds of transaction platforms and transaction system or other similar related system carry out integral exchange, service system Each issuer client integral is provided and adjusts the interaction interface device adjusted and reduced.The interface arrangement can be sent to third party system Transacting customer integrates the information for adjusting or adjusting and reducing, while the integral that also can receive third party system transmission adjusts or adjust and reduce letter Breath, after receiving information, management system transfers corresponding mechanism according to information and corresponds to the product stored in the specified logical address of client Divide information, and number of points is adjusted or adjusted and reduced, to cooperate with third party system, realizes the function of integral exchange.
<cloud computing service synergy module>
Cloud computing service synergy module is that the intelligence of dynamic adjustment hardware virtual machine configuration is instructed according to system management module Control module, is called and the standard of judgement is completed under the support of big data intelligent analysis module, in analysis mould After block issues the instruction of adjustresources, hardware service condition of the technology synergy module according to monitoring, intelligent high-speed allotment hardware The network node that host resource supports flow to increase in advance, while the mechanism application hardware resource that also quick release flow subtracts in advance, thus Guarantee that the high efficiency of hardware utilizes.
Application examples one
Mechanism first is a large bank, and the integral of distribution is A integral.
Store information table
Serial number Sales item Price Send integration amount
1 Deposit 1000 100
2 Brush credit card 100 10
Accumulated point exchanging information table
Serial number Redeemable article Consume integration amount
1 Key chain 20
2 Paster 8
Mechanism second is one large-scale telecom operators, and the integral of distribution is B integral, is current anchoring integral.
Store information table
Accumulated point exchanging information table
Serial number Redeemable article Consume integration amount
1 Signature pen 10
2 20M flow 6
Client X is the registration user of mechanism first and mechanism second, but only holds 400 A integrals.
Client Y is also mechanism first and mechanism second registration user, but only holds 500 B integrals
Access management system is needed by understanding mechanism first, to realize the exchange of integral with other integrals.
Mechanism first provides the exploitation that interface protocol is completed to its integrating system according to management system and debugs, and receives management system After the read write command of its database, if audit verification is errorless, that completes each client A integral adjusts or adjusts and reduce operation.Management System realizes that system is received using information as support technology using big data intelligent analysis module as core, by artificial neural network Collect sensing module, actively intelligence collects related data using technologies such as web crawlers;Anchoring integral selects module to A integrating system Send instruction, it is desirable that read the related data in integrating system, and comprehensive record is carried out to its transaction data.Therefore instruction belongs to In a part of access protocol, integrating system will cooperate automatically, and according to the storage logic of itself, addressing anchoring integral selects module Required information, the related data in reading database, and send relevant data to and select module.
According to protocol, after A integrating system accesses 1 year, management system is receiving the access of mechanism first integrating system really After the information recognized, then the related data of reading mechanism first integrating system is sought according to interface protocol, while also transferring management system The exchange data of statistics, including but not limited to following data:
Management system integrates after reading these data with anchoring --- and the data of integral B are compared, through counting, anchor The data that definite integral integrates B are as follows:
Project Quantity Unit
Integrate total volume of issuing 288083787328 It is a
Accumulated point exchanging total amount 55512397307 It is a
Integral holds total number of persons 270497977 People
Integral exchange total amount in 1 year 17049215687 It is a
Exchange times are integrated in 1 year 37219291 It is secondary
Integral participates in exchange number in 1 year 35039729 People
Integrate present price 0.65 Member/
Price peak in 1 year 1.03 Member
Price minimum in 1 year 0.49 Member
Compare by integrating A and integral B, the judgment criteria defined according to system, the score for integrating A is higher than obtaining for integral B Point, then management system will integrate A as anchoring integral candidate, and use same method to integrate A as standard and other Integral is compared.It completes to select module for the data received and other kinds integration data ratio with after preceding anchoring integral contrast Compared with if being better than other data, retaining this data, be stored in database in storage unit to be selected, otherwise abandon this data.
Management system realizes system as support technology by artificial neural network using big data analysis module as core simultaneously System collects sensing module using information, and actively intelligence collects related data using technologies such as web crawlers;Located in advance using big data Reason technology, analytical technology are compared all kinds of integration datas.After the completion of comparing, selects module and determine A integral index better than institute There is integral, then system saves the mark of A integrating system in the buffer, and to other moulds of this integrating system and management system Block sends information, informing select as a result, and store in the database and in disk array the related data this time selected, with standby It looks into.
After determining that A integral is candidate by selecting module, integral circulates management module using big data analysis module, It is broadcasted to the integrating system of all access management systems, includes indicator in broadcasting packet, send and instruct to each integrating system, adjust The exchange object of whole each integrating system is A integrating system;Module of circulating is integrated simultaneously broadcasts new Shanxi anchoring product to other modules Divide information, and using the support of big data module, information is exchanged every time using distributed storage technical notes anchoring integral, to mention The credit of high A integral.Integral circulates module using the support of big data module simultaneously, passes through high-speed read-write technology and realizes support anchor The operation such as exchange, storage, read-write, transaction record of definite integral and all kinds of integrals.Meanwhile management system cancels B integrating system Integrating properties are anchored, are no longer preferentially exchanged with all integrals.
At this point, X client needs to exchange 100 other integrals, then directly exchanged using A integral, and in system variation Before, X client can only be exchanged into B integral, then exchange other integrals;100 B integrals correspondingly, Y client needs to swap out, Y client's hair It now can only first change X integral into, and then exchange other integrals again, and before adjustment, Y client can other be any with B accumulated point exchanging Integral.
Receive X client swap out 100 A integral change 200 B integral demand information after, management system is according to information It transfers corresponding mechanism and corresponds to the integration information stored in the specified logical address of client, and issue locking in X client account The instruction of 100 A integral, while carrying out locking to cooperateing with third party system, into system and third party transaction platform The demand of 100 integral A of broadcast outflow.Service system provides each issuer client integral and adjusts the interaction interface dress adjusted and reduced It sets.The interface arrangement can be sent to third party system transacting customer and integrate the information for adjusting or adjusting and reducing, while also can receive The integral that third party system is sent adjusts or adjusts and reduce information.When management system is received according to the principle of " time priority, price priority " It is then to lock the corresponding number of points of all clients, and notify A integrating system after the change demand that 100 A are integrated to sum, 100 A integrals are adjusted and reduced, B points account where notice X client increases by 200 B integrals.Meanwhile it notifying to receive 100 A integrals Account, adjust A integral sum as 100, adjust and reduce B integral sum 200.
Management system has cloud computing resources intelligence configuration module, integrates when setting A integral for anchoring, then by hardware, calculation The matching of the resources dynamic tilt such as power, network, when being more than predetermined threshold range, starting resource is redistributed, and provides net for A integral Network node distributes more resources.In addition, anchoring integral assessment selecting model, types of functionality service logic module etc. can carry out certainly Dynamic or manually adjust, system can be according to data adjust automatically indexs of correlation such as market, client's psychology, publisher's situations, can also be by Artificial setting index of correlation and function.The resource pool mainly includes virtual computing resource pond, virtual network resource pond and virtual Memory resource pool.Wherein, virtual computing resource pond is formed by one or more physical host (21-2n) by virtualization technology, Mainly comprising resources such as CPU, memories;Virtual network resource pond is by various routers, interchanger, firewall, load balancing The network equipments such as (LoadBalance, LB) device are formed by virtualization technology, mainly comprising resources such as network bandwidths;Storage money Source pond is formed by various storage equipment by virtualization technology, mainly comprising the resources such as memory capacity, storage I/O, the storage Equipment can be locally stored, IPSAN, network attached storage (Network Attached Storage, NAS), object storage Deng.It include several hosts (Host) multiple VM being carried on host, and distribute virtual resource for it in resource pool.It can be mutual The host for carrying out VM migration forms a migration domain.VM on one HOST shares computing resource (CPU or memory etc.), storage money Source (being locally stored or store I/O) and Internet resources (network I/O).When a HOST is not able to satisfy resource needed for it carries VM When, it will cause the QoS decline of VM, need the migration for carrying out MV to ensure the QoS of VM.
It if resource is saturated, then alarms, prompts human intervention.
After receiving the broadcast A for integrating module of circulating integral as anchoring integral, derives service module and pass through big data module Support, the automatic function program executed in caching carries out A integrating system according to the agreement of integrating system and management system Instruction is bundled and is associated with.Confirmed A integral can provide debt-credit function.Then occur that A is borrowed to integrate and borrow A integral respectively on customer interface Button.
Client X needs that 100A is borrowed to integrate, and borrows the instruction for being anchored integral when X is issued, the debt-credit of management system derivation function module Function sub-modules execute, and mainly store in this module: debt-credit program, borrowing interest, borrowing quantity, borrowing time, borrowing people's letter It ceases, lends people's information, lends interest, lending the information such as time.After the module receives lending instruction, credit is stored in searching system Anchoring integrate relevant information, or the client for having intention to lend anchoring integral is found according to the rule such as amount, interest, time sequencing Information memory cell is matched;After confirmation, management system issues the anchoring number of points in the account for adjusting borrowing people client The instruction of information, and borrowing quantity is recorded, later, expires according to the interest rate of agreement and adjusts and reduce a certain amount of anchoring integral of borrowing people, Until the borrowing time expires, completion of repaying capital with interest;Meanwhile system, according to quantity is lent, sending, which is adjusted and reduced, lends people client or system The instruction of the anchoring number of points of storage adjusts the anchoring product for lending people client or management system storage according to the interest rate of agreement Dosis refracta expires until agreement lends the time, completion of repaying capital with interest.Aforesaid operations are required to management system and read database It writes, and completes the read-write and control of hardware store array.
Therefore, 100 A borrowed as client X are integrated after expiring within three months, management system according to 1% every monthly interest, Automatically 103 A integrals have been deducted from the A integrating system account of client X.And give back this 103 A integrals to the integral side of lending (mechanism integrates library or the individual person of lending).Then this debt-credit process is completed.
Derivative type service can determine that derivative service module is adjustable to match according to management system and anchoring integrating system agreement It sets to be confirmed whether to need certain to derive service.
Application examples two
After becoming anchoring integral, synthesis and the decomposition function of A integral are opened in mechanism first application.
Mechanism first wishes that integrating A can be synthesized by 3 kinds of other integrals as factor integral, and can also be further decomposed into is this 3 kinds Factor integral.Wherein a kind of factor integral is specified by mechanism first, and in addition 2 kinds of factor integrals wish system according to anchoring integral competition Standard selects ranking the 2nd, 3 integral to serve as, after big data analysis module receives the information, using streaming computing technology, in advance Processing technique, and all integrals of access management system are screened in conjunction with distributed storage, and passes through after the completion of screening The factor integral that data display technique is selected to anchoring integral A system recommendation.
Mechanism third, distribution integral C are the specified factor integrals of mechanism first;
Mechanism fourth, distribution integral D, which is management system, to be selected according to anchoring integral Selection Method and is scored at the 2nd integral;
Mechanism penta, distribution integral E, which is management system, to be selected according to anchoring integral Selection Method and is scored at the 3rd integral;
When this function is supported in the integrating system selection of anchoring integral A, then management module and big data point are decomposed to synthesis Analysis module is given notice.The synthesis and decomposition condition that Coverage factor integrates in this notification information are as follows:
The information and synthesis decomposition rule that management module confirms and stores selected factor integrating system are decomposed in synthesis.Meanwhile A After integrating specified C, D, E factor integral, system sends notification information and synthesis decomposition rule, product to factor integrating system respectively Divide C, D, E publisher to confirm to receive as factor integral, system integrates and factor integral according to decomposition rule binding anchoring is synthesized.
Synthesis decomposes management module and records archive in its logic storage unit, and generates correlation and execute instruction, notice A product Subsystem shows synthesis decomposition function button in customer interface.
Client X wishes to decompose 100 A integrals, clicks and decompose button, confirmation interface occur, prompt: " 100 integral A will Resolve into: 100 integrals C, 200 integrals D, 150 integral E, if confirmation? " confirm when client X is clicked, executes this decomposition When order, synthesis decomposes management module and can take the lead in receiving instruction, then by the synthesis decomposition rule of its storage inside, because of subproduct The program informations such as dosis refracta adjust and reduce the quantitative directive of anchoring integral A100 to A integrating system, to C, D, E factor integrating system Transmission adjusts factor integral C100 respectively, and integral D200 is a, and integral E150 quantitative directives.According to agreement, anchoring Integrating system and factor integrating system are required to read and write its Database Systems by instruction, and whether confirmation client X is this four integrals The registration user of system, if it is not, then this order can be executed after needing client X to register respectively;Furthermore management system will lead to Know A integrating system, confirms the A number of points of client X, if it exceeds 100, then this order is executed, its anchor of client X is otherwise prompted Definite integral A lazy weight, can not decompose.After the completion of management system confirmation, the number of points instruction of adjustment client is issued, in hardware Storage and read-write process are completed on disk array.
Client Y wishes 200 A integrals of synthesis, clicks synthesis button, confirmation interface occurs, prompt: " 200 integral C, 400 integrals D, 300 integral E will synthesize 200 anchoring integral A, if confirmation? ", confirm when client Y is clicked, execute this conjunction When at order, synthesis decomposes management module and can take the lead in receiving instruction, then passes through the synthesis decomposition rule of its storage inside, the factor The program informations such as number of points adjust the quantitative directive of anchoring integral A100 to A integrating system, to C, D, E factor integration system System sends and adjusts and reduce factor integral C200 respectively, and integral D400, and integral E300 quantitative directives.According to agreement, pipe Reason system will notify C, D, E integrating system, confirm C, D, E number of points of client Y, if C integral, more than 200, D integral is super 400 are crossed, E is integrated more than 300, then executes this order, otherwise its factor of client Y is prompted to integrate C, D, E lazy weight, can not Synthesis;Management system need and anchoring integrating system confirmation client Y whether be A integrating system registration user, if it is not, then After needing client Y to register, this order can be executed;Furthermore after the completion of management system confirmation, the number of points of adjustment client is issued Storage and read-write process are completed in instruction on hardware disk array.
Application examples three
Anchoring integrates current selection rule and is defined as follows:
By taking anchoring integrates A as an example:
Behind 1 year that integral A becomes anchoring integral, need to assess anchoring integral again, management system needs again at this time The standard (index is as listed by above table) for considering competition anchoring integral needs to adjust if standard is not suitable for.Management system is 1 Data are constantly being collected in year, can be automatically performed at this time by system big data intelligent object, be reported and submitted supervisor, also support Manual intervention.
Big data intelligent analysis module artificial neural network technology supports this function to realize: management system is collected using information Sensing module collects actively or passively mass data, and it also includes mutual that data source, which includes generating inside this management system, The data that networking, sensor and other data sources generate.In addition to demand data and the income data for passively receiving client, system According to user's demand or itself synergy demand, automated intelligent collects related data using technologies such as web crawlers.Management system The target of system is that the anchoring integral selection rule to current system is assessed, more scientific to continuous Evaluation Before Upgrade rule Select anchoring integral.
System chooses all kinds of integration datas, distribution corporate sales volume, public public sentiment, integral mode, customer recognition, enterprise's letter It uses, be anchored the Various types of data such as integral customer satisfaction, enterprise's satisfaction as input node (neuron), and set in a computer It is set to correlated variables;Similar, computer can also choose the above-mentioned data of all kinds of integrals as input node.Each variable has There is specific address and logical memory space in intelligent storage module, as soon as every increase neuron node variable, will increase One logic storage unit;
Neural network model is called, is between input variable node, implicit variable node and output variable node Influence each other additional connection path, i.e. weighted value, to assess one of variable or after several variables change, to other changes The influence of amount, and being quantified, if phenomena such as feedback effect and quantification effect can be generated.The description of introductory path (weight) with Relevant variable has neighbouring logic storage unit, and the information to dependent variable is contained in every message, computer is facilitated to refer to The relative variable of addressing weight is enabled to carry out operation;
In general, neuroid, by multiple, multilayer neuron forms.One neuron has more than one input.With R The neuron of input is as shown below.It inputs p1, p2..., pRRespectively correspond the element W of weight matrix w1,1, W1,2..., W1, R
Neuron has a bias b, it is cumulative with the weighted sum of all inputs, to form net input n, rectangular Expression are as follows:
N=w1,1p1+w1,2p2+…+w1, RPR+b.
Output expression are as follows:
A=f (WP+b).
Need the intelligent storage module design result logic storage unit in computer, this element is in temporal sequence or logic Sequence permutation facilitates computer to find result.
System actively or passively inputs mass historical data, arranges according to logical orders such as time series, causal sequences, packet Include each class variable of node, path weight value and result data.Result data is mainly the comparison result of all kinds of integrals, anchoring product The relevant rule of partite transport battalion and dependent instruction and suggestion for operation.Data are according to above-mentioned logical memory space, according to time sequence Column, logic sequence sequence.
After data input successfully, computer self operation utilizes all kinds of mathematical model training sides using result data as function Method finds the pattern function relationship for determining and being suitble between each class variable.Note that function may be multi- extreme value function, i.e. some thing Object is not necessarily the only a kind of optimum answer.Computer determines most by comparing the degree of fitting of different functional image and scatter plot Good functional relation, and be stored in function logics unit.
By artificial neural network intelligent evaluation, output adjustment evaluation index is as follows:
Serial number Project Remarks
1 Integrate total volume of issuing
2 Accumulated point exchanging total amount
3 Integral holds total number of persons
4 Integral exchange total amount in 1 year
5 Exchange times are integrated in 1 year
6 Integral participates in exchange number in 1 year
7 Integrate present price
8 Price peak in 1 year
9 Price minimum in 1 year
10 Integrating circuit comments on number in 1 year Cognition degree index
11 The related complaint of integral, difference comment total degree Credit index
12 The pervasive index of accumulated point exchanging object in 1 year Value index
As shown above, big data intelligent analysis module passes through mass data under the support of artificial neural network technology Trained valid model increases integrating circuit comment number, integral complaint and difference in 1 year and comments total degree, accumulated point exchanging object general The selection criteria of three index anchoring integrals of suitable index and factor integral.Management system is needed before formal alteration ruler to pipe Reason personnel turn in a report, and if administrative staff confirm that then this rule will be modified, are formally stored in anchoring integral and select patrolling for module It collects in storage unit, if manual examination and verification need to adjust, management system prompts administrator to modify related management rule.It has modified Cheng Hou, new rule will also be stored in anchoring integral and select in the logic storage unit of module.When system trigger is anchored integral choosing When selecting condition, then this rule is executed, and by the nominator of rule, modification people etc. information to the whole network publicity.
The assessment rule person of being managed that management system provides approves, finally assesses by new Integral Rule, original anchoring product Divide the data of A as follows
Project Quantity Unit
Integrate total volume of issuing 404808733295 It is a
Accumulated point exchanging total amount 88520937215 It is a
Integral holds total number of persons 440098438 People
Integral exchange total amount in 1 year 23003947610 It is a
Exchange times are integrated in 1 year 303785943 It is secondary
Integral participates in exchange number in 1 year 32589029 People
Integrate present price 0.9 Member/
Price peak in 1 year 1.05 Member
Price minimum in 1 year 0.79 Member
Integrating circuit comments on number in 1 year 320483 It is secondary
The related complaint of integral, difference comment total degree 1023 It is secondary
The pervasive index of accumulated point exchanging object in 1 year 0.7 Value range 0-1,1 is most pervasive
Through big data intelligence system with integral select the assessment of module compared with, integral A be still in access management system most It is suitble to, the integral as anchoring integral.Therefore, system will retain integral A as anchoring and integrate, and be assessed again after 1 year.And to The whole network publicity assessment rule, and behavior adjustment management system is formulated, audit artificial administrator.
Specific case used herein elaborates inventive concept, the explanation of above example is only intended to Help understands core of the invention thought.It should be pointed out that for those skilled in the art, not departing from this Under the premise of inventive concept, any obvious modification, equivalent replacement or the other improvements made should be included in the present invention Protection scope within.

Claims (9)

1. a kind of separable anchoring integral intelligent management system characterized by comprising
Anchoring integral selects module, carries out distributed big number for the exchange data according to certain rules to all kinds of integrating systems According to analysis, to be assessed and be sorted, the integral for the standard of being best suitable for is selected as anchoring integral, the anchoring integrates conduct The integral that circulates of all kinds of integral exchanges;
Management module of circulating is integrated, for broadcasting to the integrating system of all access management systems, adjusts each integrating system Exchanging object is that new Shanxi is anchored integrating system, and records anchoring integral exchange information every time.
2. separable anchoring integral intelligent management system according to claim 1, which is characterized in that further include integral synthesis Decomposing module, for several factors integral to be synthesized anchoring integral according to scheduled rule and operation or disintegration will be anchored It is integrated at several factors.
3. separable anchoring integral intelligent management system according to claim 2, which is characterized in that the integral synthesis point Several factors integral is synthesized anchoring integral or by anchoring disintegration at several with operation according to scheduled rule by solution module The factor integrates
The information and synthesis decomposition rule for receiving selected factor integrating system, record in logic storage unit and achieve, and generate Correlation executes instruction, and shows synthesis decomposition function button in customer interface;When client executes this synthesis or decomposes order, integral Synthesis decomposing module can take the lead in receiving instruction, then pass through the synthesis decomposition rule of storage, factor number of points information, Xiang Guanli System sends the quantitative directive for adjusting or adjusting and reducing anchoring integral, and Xiang Yinzi integrating system sends the number for adjusting and reducing or adjusting factor integral Amount instruction.
4. separable anchoring integral intelligent management system according to claim 1, which is characterized in that further include derivative service Module is anchored the derivative service that integral is carried out for management and utilization.
5. separable anchoring integral intelligent management system according to claim 4, which is characterized in that the derivative services package It includes to integrate using anchoring and carries out the service such as Investment & Financing, lease and debt-credit.
6. -5 any separable anchoring integral intelligent management system according to claim 1, which is characterized in that further include big Data analysis module is used for all kinds of integrating system data sampling and processings, analysis and displaying, and cooperates anchoring integral to select, anchoring The execution that integral exchanges and synthesis is decomposed.
7. wanting any separable anchoring integral intelligent management system of 1-5 according to right, which is characterized in that further include system Intelligence control module utilizes each module of artificial nerve network model intelligentized updating for managing to entire management system Data.
8. wanting any separable anchoring integral intelligent management system of 1-5 according to right, which is characterized in that the management system System further includes cloud computing service synergy module, the network node for supporting flow to increase in advance for deploying hardware host resource, while fast The mechanism application hardware resource that the quick-release amount of releasing subtracts in advance.
9. -5 any separable anchoring integral intelligent management system according to claim 1, which is characterized in that the management System further includes that integral exchanges logic unit, is exchanged for handling integral, is sent to third party system transacting customer integral and adjusts Or the information adjusted and reduced, while the integral that also can receive third party system transmission adjusts or adjusts and reduce information, after receiving information, root It is believed that breath, which transfers corresponding mechanism, corresponds to the integration information stored in the specified logical address of client, and number of points is adjusted Or adjust and reduce, to be cooperateed with third party system.
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