CN104156442A - Method and system for multi-dimension accumulation on basis of dynamic data and static data and accumulated data application method - Google Patents

Method and system for multi-dimension accumulation on basis of dynamic data and static data and accumulated data application method Download PDF

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CN104156442A
CN104156442A CN201410397629.4A CN201410397629A CN104156442A CN 104156442 A CN104156442 A CN 104156442A CN 201410397629 A CN201410397629 A CN 201410397629A CN 104156442 A CN104156442 A CN 104156442A
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accumulative total
data
service
transaction
static
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CN104156442B (en
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刘宝成
王丽敏
刘基南
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Bank of China Ltd
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Bank of China Ltd
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    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/20Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
    • G06F16/24Querying
    • G06F16/245Query processing
    • G06F16/2458Special types of queries, e.g. statistical queries, fuzzy queries or distributed queries
    • G06F16/2462Approximate or statistical queries

Abstract

The invention discloses a method and system for multi-dimension accumulation on basis of dynamic data and static data and an accumulated data application method. The method for multi-dimension accumulation on the basis of dynamic data and static data includes the steps of reading transaction accumulated service type information, wherein an accumulation mode comprises online accumulation and a batch accumulation; judging whether the accumulated service type information corresponds to an accumulation time point; reading accumulated service rules corresponding to accumulated service types; carrying out processing according to the accumulated service types; judging whether other accumulated service types needing to be processed exist and returning to the step (103) if other accumulated service types needing to be processed exist. The system comprises a service type reading module, a time point judgment module, a service rule reading module, a rule processing module and a service accomplishment judgment module. According to the method and system, multi-dimension accumulation of concentrated service data can be configured in a parameterized mode, lumped parametric application can be conducted on the accumulation result, and transaction behaviors are changed or influenced; multi-dimension data accumulation of a banking system on the basis of dynamic transaction data and static financial data is achieved.

Description

Method and system, the cumulative data application process of the various dimensions accumulative total based on dynamic data and static data
Technical field
The present invention relates to bank transaction technical field of data processing, relate in particular to a kind of method and system, cumulative data application process of the accumulative total of the various dimensions based on dynamic data and static data.
Background technology
In core banking system, exist at present in a large number because supervision or own service require to carry out various dimensions accumulative total to various data, in the time reaching certain limit, conclude the business refusal, prompting, preferential, charge etc., accumulative total requires various and changeable, has multiple limit and multiple accumulated result is applied.Based on this, adopt parametric method, the accumulative total parameter arranging based on transaction arranges, mainly comprise bulk billing system (online, in batches), accumulative total rule (comprising accumulative total dimension, accumulative total limit, integrating method, integrating instrument, cleaning rule etc.), application rule, when relevant on-line transaction is carried out, check that parameter transaction adds up, in the time reaching the early warning value of layering, realize the transaction of with different levels system refusal, system prompt, return to element of transaction relevant follow-up element of transaction is affected.
Summary of the invention
The invention provides a kind of method and system, cumulative data application process of the accumulative total of the various dimensions based on dynamic data and static data, realize the concentrated business datum various dimensions accumulative total of parameterisable configuration, accumulated result is carried out to lumped parameter application, change or affect trading activity; Realize the various dimensions data accumulative total of banking system based on dynamic transaction data and static finance data, and using accumulated result as direct or indirect key element, associated bank trading activity and result are exerted one's influence.
In order to solve the problems of the technologies described above, the invention provides a kind of method of the accumulative total of the various dimensions based on dynamic data and static data, it comprises the following steps:
Step S101: read the accumulative total traffic type information of transaction, wherein, bulk billing system comprises online accumulative total and adds up in batches;
Step S103: judge whether corresponding accumulative total time point;
Step S105: read accumulative total business rule corresponding to accumulative total type of service;
Step S107: process for accumulative total business rule;
Step S109: judged whether that other types of service need to process, if had, returned to step S103.
As preferably, described accumulative total business rule comprises accumulative total dimension, accumulative total limit, accumulative total algorithm and cleaning algorithm.
As preferably, if described bulk billing system is while being the online accumulative total based on dynamic data, described step 101 item according to operation for accumulative total type of service.
As preferably, if when described bulk billing system is the batch accumulative total based on dynamic data, also perform step S111 after described step 109: if all operations do not complete, return to step S101.
As preferably, if when described bulk billing system is the batch accumulative total based on static data, before described step S101 also need described static data to carry out statistic of classification processing.
The present invention also provides a kind of method based on above-mentioned cumulative data application process after treatment, and described cumulative data application process comprises the following steps:
Step S201: to described batch cumulative data reprocessing;
Step S203: use Paralleled mode to upgrade the upper first phase data of online integrating instrument, until total data renewal is complete;
Step S205: the cumulative data mark that comes into force is set, the data after upgrading are come into force to on-line Application, wherein transaction accumulative total information comes into force and is used to the accumulative total reservation process time in batches for fixing time point;
Step S207: obtain accumulative total application message corresponding to operation, each operation can configure multiple accumulative total application messages, in each accumulative total application message, layering arranges the using action of multiple different stages;
Step S209: read using action corresponding to described accumulative total application message institute layering;
Step S211: whether the corresponding accumulative total of judgement information has triggered corresponding using action event, if so, corresponding information is set or carries out the processing processing of element of transaction; If all these cumulative datas all do not have trigger event, this accumulative total application normal termination to all accumulative total application.
The present invention provides again a kind of system of the accumulative total of the various dimensions based on dynamic data and static data, and described system comprises:
Read type of service module, it is for reading the accumulative total traffic type information of transaction, and wherein, bulk billing system comprises online accumulative total and adds up in batches;
Time point judge module, it is for judging whether corresponding accumulative total time point;
Read business rules module, it is for reading accumulative total business rule corresponding to accumulative total type of service;
Rule treatments module, it is for processing for accumulative total business rule;
Business completes judge module, and it is for having judged whether that other types of service need to process.
As preferably, described accumulative total business rule comprises accumulative total dimension, accumulative total limit, accumulative total algorithm and cleaning algorithm.
As preferably, if described bulk billing system is while being the online accumulative total based on dynamic data, described in read type of service module also for according to operation for accumulative total type of service.
As preferably, if when described bulk billing system is the batch accumulative total based on dynamic data, described business completes judge module, also for judging whether other operations in addition.
As preferably, if when described bulk billing system is the batch accumulative total based on static data, it also comprises classification processing module, it is for carrying out statistic of classification processing to described static data.
Method and system, the cumulative data application process of the accumulative total of the various dimensions based on dynamic data and static data of the present invention provides the unified scheme of loaded down with trivial details, diversified accumulative total demand in a large number that solves, building after basic accumulative total and application architecture, configure by parametrization, need not revise code or revise little program code, beneficial effect is compared with prior art:
1, do not expanding accumulative total dimension, under the prerequisite of same the differentiated service scene not of concluding the business, can realize by parameter setting the accumulative total of element of transaction, as certain dimension accumulative total dealing money, transaction stroke count.
2, under the prerequisite of differentiated service scene, same transaction can by parameter arrange realize to accumulated result by the accumulative total limit of specifying carry out early warning, mandate, the function of pointing out, report an error, charge preferential and specify limit or stroke count early warning or authorization function.
3, can realize the Transaction Information statistics of particular/special requirement by minute quantity program adjustment among a small circle: can partial function that realize accumulative total be set by parameter; Can partial function that realize accumulative total application be set by parameter.
The interface of the secondary development 4, providing by common mechanism, simple secondary development can realize each application module and accumulative total common mechanism smooth linking, realize miscellaneous service scene totally and application demand.
5, centralized and unified management accumulative total correlation parameter, the storage of unified standardization cumulative data, standardization application accumulated result, makes accumulative total demand analyze with standardization and implement.
6, after a large amount of accumulative total standardization of application management, also provide standardized prerequisite for system optimization, system monitoring, data scrubbing etc., according to the type of business, can adopt batch or online mode to unify to process, raising system transaction concurrency, resolution system resource deadlock etc.
7, standardized accumulated result data, the basis that can be used as rear wire system and carry out data analysis, for related service decision-making is submitted necessary information.
Brief description of the drawings
Fig. 1 is the online dynamic operation information accumulative total process flow diagram of embodiments of the invention;
Fig. 2 is the batch dynamic operation information accumulative total process flow diagram of embodiments of the invention;
Fig. 3 is the static Financial Information accumulative total of the batch of embodiments of the invention process flow diagram;
Fig. 4 is the online process flow diagram that comes into force of batch accumulative total information of embodiments of the invention;
Fig. 5 is the online accumulative total information applicating flow chart of embodiments of the invention;
Fig. 6 is the system of the accumulative total of the various dimensions based on dynamic data and static data of embodiments of the invention.
Embodiment
Method and system, the cumulative data application process of the accumulative total of the various dimensions based on dynamic data and static data below in conjunction with the drawings and specific embodiments to embodiments of the invention are described in further detail, but not as a limitation of the invention.
The method of the accumulative total of the various dimensions based on dynamic data and static data of embodiments of the invention, it comprises the following steps:
Step S101: read the accumulative total traffic type information of transaction, wherein, bulk billing system comprises online accumulative total and adds up in batches;
Step S103: judge whether corresponding accumulative total time point;
Step S105: read accumulative total business rule corresponding to accumulative total type of service, wherein,
Accumulative total business rule comprises accumulative total dimension, accumulative total limit, accumulative total algorithm and cleaning algorithm;
Step S107: process for accumulative total business rule;
Step S109: judged whether that other types of service need to process, if had, returned to step S103.
If described bulk billing system is online when accumulative total based on dynamic data, described step 101 item according to operation for accumulative total type of service;
If when described bulk billing system is the batch accumulative total based on dynamic data, also perform step S111 after described step 109: if all operations do not complete, return to step S101;
If when described bulk billing system is the batch accumulative total based on static data, before described step S101 also need described static data to carry out statistic of classification processing.
The present invention also provides a kind of method based on above-mentioned cumulative data application process after treatment, and described cumulative data application process comprises the following steps:
Step S201: to described batch cumulative data reprocessing;
Step S203: use Paralleled mode to upgrade the upper first phase data of online integrating instrument, until total data renewal is complete;
Step S205: the cumulative data mark that comes into force is set, the data after upgrading are come into force to on-line Application, wherein transaction accumulative total information comes into force and is used to the accumulative total reservation process time in batches for fixing time point.
Step S207: obtain accumulative total application message corresponding to operation, each operation can configure multiple accumulative total application messages, in each accumulative total application message, layering arranges the using action of multiple different stages;
Step S209: read using action corresponding to described accumulative total application message institute layering;
Step S211: whether the corresponding accumulative total of judgement information has triggered corresponding using action event, if so, corresponding information is set or carries out the processing processing of element of transaction; If all these cumulative datas all do not have trigger event, this accumulative total application normal termination to all accumulative total application.
As shown in the system that the various dimensions based on dynamic data and static data that are embodiments of the invention as Fig. 6 add up, the present invention provides again a kind of system of the accumulative total of the various dimensions based on dynamic data and static data, and described system comprises:
Read type of service module, it is for reading the accumulative total traffic type information of transaction, and wherein, bulk billing system comprises online accumulative total and adds up in batches;
Time point judge module, it is for judging whether corresponding accumulative total time point;
Read business rules module, it is for reading accumulative total business rule corresponding to accumulative total type of service;
Rule treatments module, it is for processing for accumulative total business rule;
Business completes judge module, and it is for having judged whether that other types of service need to process.
Described accumulative total business rule comprises accumulative total dimension, accumulative total limit, accumulative total algorithm and cleaning algorithm.
If described bulk billing system is online when accumulative total based on dynamic data, described in read type of service module also for according to operation for accumulative total type of service;
If when described bulk billing system is the batch accumulative total based on dynamic data, described business completes judge module, also for judging whether other operations in addition;
If when described bulk billing system is the batch accumulative total based on static data, it also comprises classification processing module, it is for carrying out statistic of classification processing to described static data.
The present invention relates to a kind of unified mechanism, one realizes the various dimensions data accumulative total of banking system based on dynamic transaction data (as open an account, deposit, withdraw the money, transfer accounts, exchange etc.) and static finance data (as the account balance of certain time point, receivablely pay interest, account quantity etc.), and using accumulated result as direct or indirect key element, the method and system that associated bank trading activity and result are exerted one's influence.Specifically can realize by following embodiment:
1, set up accumulative total rule
The condition of accumulative total parameter of regularityization definition accumulative total, accumulative total aspect, accumulative total key element, accumulative total cycle, cleaning frequency, ageing, integrating instrument number etc.; System, according to input key element, is carried out condition judgment, filtration, data purge, accumulative total.
2, set up application rule
Application rule is based on accumulated result, parametrization is moved accordingly in the time reaching certain limit, limit hierarchical, can realize the level that reaches different and carry out different system actions, Major Systems behavior has: directly report an error, require to authorize, eject prompting frame, other specially return to processings (returning to corresponding data is returned results and carried out corresponding personalized behavior by upper level application program basis).
3, set up business rule
According to service needed, set up business rule, business rule is made up of accumulative total rule and application rule etc., defines complete moving based on certain dimension accumulation system.
4, connected transaction and business rule
Set up on-line transaction and business rule incidence relation, in the time that system is carried out relationship trading, trigger accumulative total and using action, arrange according to relevant, carry out accumulative total and the application of related service rule.
5, accumulative total
Core banking system 7x24 running can not be interrupted, consider the pressure influence of online accumulative total to core system simultaneously, bulk billing system is divided into online and two kinds of modes of batch, online accumulative total solves the related request that requires to carry out in real time data accumulative total, and this part was processed according to respective dimensions element of transaction according to the accumulative total rule of transaction setting in real time in the online stage; For the not high accumulative total of real-time, adopt the mode of accumulative total in batches, put at a time by separate modular the data centralization gathering is added up, can also solve the business demand that partial data cannot need to carry out at the static data of online period acquisition accumulative total, after concentrating accumulative total, timing comes into force the cumulative data after upgrading simultaneously, for on-line system accumulated result.
Fig. 1 is the online dynamic operation information accumulative total process flow diagram of embodiments of the invention; Fig. 2 is the batch dynamic operation information accumulative total process flow diagram of embodiments of the invention; Fig. 3 is the static Financial Information accumulative total of the batch of embodiments of the invention process flow diagram; Fig. 4 is the online process flow diagram that comes into force of batch accumulative total information of embodiments of the invention; Fig. 5 is the online accumulative total information applicating flow chart of embodiments of the invention.Below in conjunction with Fig. 1 to Fig. 6, the present invention is further described.
1, online dynamic transaction information accumulative total flow process
As shown in Figure 1, online dynamic transaction bears interest and adds up to be completed by public accumulative total module, this module offers other module standard interface, other business module is in the time of transaction, according to standard interface, according to type of service, fill in necessary original transaction business information, by the called rear accumulative total that realizes of accumulative total module.As shown in Figure 1, in flow process, the concrete processing of each step is as follows for online dynamic transaction information accumulative total process flow diagram:
1), application transaction modules main line program prepares basic transaction information, calls accumulative total interface routine, starts accumulative total module;
2), accumulative total module reads the accumulative total business parameters data of the configuration of this transaction, transaction can configure one or more accumulative total business parameters data, i.e. a kind of transaction can participate in the accumulative total of multiple business information.
3), according to accumulative total service parameter, read accumulative total parameter of regularity, process according to accumulative total rule, comprise accumulative total entry condition inspection, as trade gold front, transaction whether across mechanism, to private client still to public client trading etc.; According to bulk billing system, increase or reduce integrating instrument value, the dimension of accumulative total can be different, as according to client or account, accumulative total dealing money or stroke count, can add up credit side, amount of debit side, also can add up the multiple key elements such as the currency exchange amount of money, before renewal integrating instrument, according to data such as accumulative total cycle and frequencies, check that whether cumulative data is effective in earlier stage, if Primary Stage Data had lost efficacy, to clear up, then be updated into new current period valid data.
4), trigger accumulative total application, be correlated with and add up the processing of applied logic according to corresponding integrating instrument, if the condition of application affairs meets, program according to event require to report an error interruptions, prompting authorize continue, ejection information continues, amendment related service data continue processing etc.
5), accumulative total processing finish, relevant information is returned and is called master routine.
2, dynamic transaction information adds up flow process in batches
As shown in Figure 2, dynamic transaction information accumulative total flow process is specially in batches:
1) the relationship trading flowing water data on the same day that the object that dynamic transaction information is processed, is in batches online generation, Data Source is not limited only to core system transaction data, and related system data of financial transaction can participate in accumulative total.
2), accumulative total started by batch jobs, can carry out at independent data processing environment, and not take core production environment.
3), batch program order reads transaction record file, carries out representing of former business according to dependency rule, according to accumulative total business rule, accumulative total rule, realizes accumulative total, upgrades independent integrating instrument file, stale data is cleared up simultaneously.
4), circulation 3 steps are until All Activity data file is all disposed, and form last batch integrating instrument file, this file is preserved integrating instrument corresponding to every kind of accumulative total business number, accumulated result, the contents such as the term of validity.
3, in batches static Financial Information accumulative total flow process
As shown in Figure 3, in batches static Financial Information accumulative total flow process is specially:
1), static financial transaction information refers to certain time point service condition data, as the remaining sum of client or account dimension (home currency, foreign currency); Client's class account deposit amount; Interest in red of client or account dimension etc., these data are also not limited only to core system data.
2), accumulative total started by batch jobs, can carry out data acquisition processing in independent module or peripheral system, cross multi-connected machine resource and do not take core production environment.
3), by the various Financial Information Classifying Sums that gather, according to accumulative total rule request, realize relevant accumulative total, and upgrade the integrating instrument that this accumulative total business rule is corresponding, form static financial cumulative data file, for the data of being processed by peripheral system, by dedicated transmissions software, process data file is returned to core system.
4, add up in batches the online flow process that comes into force of information
As shown in Figure 4, in batches cumulative data core is used the mode of the two remaining sums of integrating instrument, adopts T+1 time delay to come into force, and a certain moment is set carry out the switching of integrating instrument, can ensure consistance, the synchronism of relationship trading.Be specially:
1), in batches cumulative data reprocessing, be applicable to parallel mode in batches and carry out subsequent step.
2), Paralleled mode is upgraded first phase data on online integrating instrument (the current non-data that come into force) until total data is upgraded complete.
3), the cumulative data mark that comes into force is set, new data are come into force to on-line Application.Transaction accumulative total information comes into force for fixing time point, can be to add up in batches reserved enough processing times.The two remaining sum related datas of integrating instrument upgrade and handoff procedure is shown in Fig. 4.
5, online accumulative total information application flow
As shown in Figure 5, online accumulative total information application flow is specially:
1), obtain accumulative total application message corresponding to transaction.Each transaction can configure multiple accumulative total application messages, and in each application message, layering arranges the using action of multiple different stages again.
2), read layering action corresponding to application message, as amount of debit side reaches, certain amount reports an error, credit side's accumulative total stroke count reaches some and goes out information etc.
3), whether the corresponding accumulative total of judgement information has triggered corresponding action event, if reached, corresponding information is set or carries out the processing processing of element of transaction, as reaching the full quota, dealing money reports an error, error code is taken from the error code field of the parameter of this using action, and setting program interrupts returning step by step the program of using of calling; If all these cumulative datas all do not have trigger event to all accumulative total application, this accumulative total application normal termination, returns to calling program and continues to process.
Compared with prior art, the beneficial effect of the self-start method of low-power consumption bluetooth equipment of the present invention, information safety devices and application program is: by the BLE equipment with common function of Bluetooth communication and iBeacon broadcast capability is provided, send iBeacon broadcast by its simulation, make close ios device automatically start corresponding application program, after application program launching, with BLE device pairing, carry out blue-teeth data mutual.By method provided by the invention, can realize automatic startup ios device application program the object with BLE equipment Bluetooth communication, can simplify the operation, save time, promote user and experience.
Above embodiment is only exemplary embodiment of the present invention, is not used in restriction the present invention, and protection scope of the present invention is defined by the claims.Those skilled in the art can, in essence of the present invention and protection domain, make various amendments or be equal to replacement the present invention, this amendment or be equal to replacement and also should be considered as dropping in protection scope of the present invention.

Claims (11)

1. a method for the accumulative total of the various dimensions based on dynamic data and static data, is characterized in that, it comprises the following steps:
Step S101: read the accumulative total traffic type information of transaction, wherein, bulk billing system comprises online accumulative total and adds up in batches;
Step S103: judge whether corresponding accumulative total time point;
Step S105: read accumulative total business rule corresponding to accumulative total type of service;
Step S107: process for accumulative total business rule;
Step S109: judged whether that other types of service need to process, if had, returned to step S103.
2. the method for the accumulative total of the various dimensions based on dynamic data and static data according to claim 1, is characterized in that, described accumulative total business rule comprises accumulative total dimension, accumulative total limit, accumulative total algorithm and cleaning algorithm.
3. the method for various dimensions based on dynamic data and static data according to claim 1 accumulative total, is characterized in that, if described bulk billing system is while being the online accumulative total based on dynamic data, described step 101 item according to operation for accumulative total type of service.
4. the method for the accumulative total of the various dimensions based on dynamic data and static data according to claim 1, it is characterized in that, if when described bulk billing system is the batch accumulative total based on dynamic data, after described step 109, also perform step S111: if all operations do not complete, return to step S101.
5. the method for the accumulative total of the various dimensions based on dynamic data and static data according to claim 1, it is characterized in that, if when described bulk billing system is the batch accumulative total based on static data, before described step S101 also need described static data to carry out statistic of classification processing.
6. the cumulative data application process after treatment of the method based on described in claim 1-5, is characterized in that, described cumulative data application process comprises the following steps:
Step S201: to described batch cumulative data reprocessing;
Step S203: use Paralleled mode to upgrade the upper first phase data of online integrating instrument, until total data renewal is complete;
Step S205: the cumulative data mark that comes into force is set, the data after upgrading are come into force to on-line Application, wherein transaction accumulative total information comes into force and is used to the accumulative total reservation process time in batches for fixing time point;
Step S207: obtain accumulative total application message corresponding to operation, each operation can configure multiple accumulative total application messages, in each accumulative total application message, layering arranges the using action of multiple different stages;
Step S209: read using action corresponding to described accumulative total application message institute layering;
Step S211: whether the corresponding accumulative total of judgement information has triggered corresponding using action event, if so, corresponding information is set or carries out the processing processing of element of transaction; If all these cumulative datas all do not have trigger event, this accumulative total application normal termination to all accumulative total application.
7. a system for the accumulative total of the various dimensions based on dynamic data and static data, is characterized in that, described system comprises:
Read type of service module, it is for reading the accumulative total traffic type information of transaction, and wherein, bulk billing system comprises online accumulative total and adds up in batches;
Time point judge module, it is for judging whether corresponding accumulative total time point;
Read business rules module, it is for reading accumulative total business rule corresponding to accumulative total type of service;
Rule treatments module, it is for processing for accumulative total business rule;
Business completes judge module, and it is for having judged whether that other types of service need to process.
8. the system of the accumulative total of the various dimensions based on dynamic data and static data according to claim 7, is characterized in that, described accumulative total business rule comprises accumulative total dimension, accumulative total limit, accumulative total algorithm and cleaning algorithm.
9. the system of various dimensions based on dynamic data and static data according to claim 7 accumulative total, if described bulk billing system is while being the online accumulative total based on dynamic data, described in read type of service module also for according to operation for accumulative total type of service.
10. the system of the various dimensions accumulative total based on dynamic data and static data according to claim 7, if described bulk billing system is while being the batch accumulative total based on dynamic data, described business completes judge module, also for judging whether other operations in addition.
11. systems that the various dimensions based on dynamic data and static data add up according to claim 7, if when described bulk billing system is the batch accumulative total based on static data, it also comprises classification processing module, and it is for carrying out statistic of classification processing to described static data.
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CN103136276A (en) * 2011-12-02 2013-06-05 阿里巴巴集团控股有限公司 System, method and device of verification of data

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CN107833132A (en) * 2017-11-06 2018-03-23 中国银行股份有限公司 A kind of control method of financial transaction, device and server
CN107945004A (en) * 2017-11-06 2018-04-20 中国银行股份有限公司 Expense accumulates collection methods and device
CN107945004B (en) * 2017-11-06 2022-03-04 中国银行股份有限公司 Method and device for collecting accumulated fees
CN110750530A (en) * 2019-09-11 2020-02-04 口碑(上海)信息技术有限公司 Service system and data checking method thereof
CN111260367A (en) * 2019-12-31 2020-06-09 中国银行股份有限公司 Transaction limit determining method and device
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CN112966000A (en) * 2021-02-24 2021-06-15 克拉玛依油城数据有限公司 Dynamic data statistical method and system based on multi-dimensional data annotation

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