CN109784908A - The NFC payment application system and method for payment efficiency are promoted by ODPS - Google Patents
The NFC payment application system and method for payment efficiency are promoted by ODPS Download PDFInfo
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- CN109784908A CN109784908A CN201811632533.6A CN201811632533A CN109784908A CN 109784908 A CN109784908 A CN 109784908A CN 201811632533 A CN201811632533 A CN 201811632533A CN 109784908 A CN109784908 A CN 109784908A
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Abstract
The invention discloses a kind of NFC payment application systems and method that payment efficiency is promoted by ODPS, the system comprises NFC mobile phone wallet client end, using monitoring system end and ODPS data analysis center.The present invention relies on Ali's ODPS big data warehouse solution, it collects user and uses NFC mobile phone payment behavior data, it persistently establishes with machine learning ability building user's portrait comprising the time swiped the card, type of swiping the card, the data such as longitude and latitude in place of swiping the card and improves user card punching feature.When time and location dimension matching user card punching feature, background system pushes information to NFC mobile phone wallet client end, opens NFC switch, the card image for meeting user behavior habit is automatically selected, to improve user card punching payment efficiency.
Description
Technical field
The present invention relates to communication technique field, in particular to a kind of NFC payment application that payment efficiency is promoted by ODPS
System and method.
Background technique
NFC (Near Field Communication), i.e. near field communication (NFC), are by PHILIPS Co. and rope
A kind of non contact angle measurement of NFC and interconnection technique of Buddhist nun company joint development can be produced in mobile device, consumer electronics
Wireless near field communication is carried out between product, PC and smart control tool.NFC provides a kind of simple, touch solution, can
To exchange information, access content and service with allowing consumer's simple, intuitive.
In recent years, with smart phone flourish, NFC mobile phone it is universal be people's lives bring it is many just
Benefit.For example, NFC mobile phone can replace bus card in field of traffic, with mobile phone brush public transport；In payment technical field, cooperate finger-print cipher
Function, NFC mobile phone can replace bank card, largely improve the safety of transaction；In gate inhibition field, NFC mobile phone can
To replace key or access card, gate inhibition can be brushed by mobile phone.
But, after a NFC mobile phone downloads a variety of cards simultaneously, such as bus card, bank card and access card, it is swiping the card
It can bring about some inconvenience in the process.When application open NFC function when, such as close to public transport POS machine (Point Of Sale,
Point-of-sale terminal), using the bank card that ejection system is defaulted, then user needs to reselect card manually, and efficiency of swiping the card reduces.Together
Sample, when mobile phone is when close to access control system, if using selection be default bus card, it is also desirable to user selects again
It selects.The above scene will all reduce the cCredit card payment efficiency of NFC mobile phone.How under specific scene, using can be intelligent
Selection needed for card, reduce artificial operation, improve cCredit card payment efficiency, be problem to be solved by this invention.
Summary of the invention
It is with calculate realization promotion client's payment efficiency based on big data storage the purpose of the present invention is to provide a kind of
System and method.The present invention relies on Ali's ODPS big data warehouse solution, and (Open Data Processing Service is
The GB/TB/PB grade data warehouse solution for quick, the complete trustship of one kind that Alibaba's universal computing platform provides, to
User provides the distributed computing platform of perfect data import plan and a variety of classics, can faster solve user
Mass data computational problem is effectively reduced entreprise cost, and ensures data safety), it collects user and uses NFC mobile phone payment behavior
Data construct user with machine learning ability comprising the time swiped the card, type of swiping the card, the data such as longitude and latitude in place of swiping the card
Portrait, persistently establishes and improves user card punching feature.When time and location dimension matching user card punching feature, backstage is
System PUSH message gives NFC mobile phone wallet client end, opens NFC switch, automatically selects the card image for meeting user behavior habit
(i.e. ODPS data analysis center calculate matching user characteristics behavior model), improve user card punching payment efficiency.
The NFC payment application system proposed by the present invention that payment efficiency is promoted by ODPS comprising the NFC mutually communicated
Mobile phone wallet client, using monitoring system end and ODPS data analysis center end.
Preferably, NFC mobile phone wallet client end is the application end of swiping the card that all kinds of cards are managed with NFC technique, is led to
Often all comprising to TSM platform, (TSM is the abbreviation of Trusted Service Management, literally means trusted service pipe
Reason, Unionpay TSM are " the aerial hair fastener " and application management system for the complete set established based on " card is applied more " technology, are passed through
TSM platform, card sending mechanism safe and efficiently can concentrate on multiple financial intelligent card informations in mobile phone or IC card, both facilitate use
Family, which carries, to be used, and convenient for itself hair fastener and management) the access application of all kinds of affiliates converged is shown and downloads
Function, the function such as have the displaying of card application in user's NFC mobile phone wallet client end and supplement with money, inquire, locking, deleting
Energy.NFC mobile phone wallet client end is exactly the container of a card application, and user can select to use at any time according to their needs
Or additions and deletions types of applications therein.
Preferably, NFC mobile phone wallet client end is provided with downloading card module, cCredit card payment module, searching and managing
Module and external api interface (Application Programming Interface, application programming interface) module.
Preferably, it is described using monitoring system end be receive or push the NFC mobile phone wallet client end instruction monitoring
System end is provided with and includes information collection module, information monitors module and info push module.
Preferably, the purposes of the information collection module is: user NFC mobile phone wallet client end described in routine use brush
After card, the multi-dimensional datas such as the time data, locality data, card image data of user card punching are collected, and is output to
ODPS data analysis center end is analyzed, and behavior model is generated after analysis and is stored.The behavior model includes that use is swiped the card
It draws a portrait using the user behavior of end subscriber, the user behavior portrait includes the charge time portrait of user, place longitude and latitude of swiping the card
Degree portrait and card image portrait.The purposes that the information monitors module is: monitoring users open the NFC mobile phone wallet client
The information data at end, and the information data of active user is transmitted to ODPS data analysis center end, and the behavior stored with it
Model is matched.The purposes of the info push module is: according to the matching result at ODPS data analysis center end, pushing away
Breath deliver letters to NFC mobile phone wallet client end, information includes NFC switch order and the card letter for meeting user behavior habit
Breath makes NFC mobile phone wallet client end complete smart card selecting operation.
Preferably, the ODPS data analysis center refers to the calculating analysis center for relying on mass users brushing card data,
User behavior portrait is produced, the user behavior portrait mainly includes the charge time portrait of user, place longitude and latitude of swiping the card
Portrait, card image portrait etc., for the reference foundation before the behavior of swiping the card.
Preferably, the ODPS data analysis center mainly includes three modules: data collection module, data memory module
And data analysis module.Outbound data transmission channel is arranged in the data collection module, and supports upload and downloading mode, such as answers
The data collection module at ODPS data analysis center end is uploaded data to monitoring system end.The data memory module setting point
Cloth memory stores user card punching behavioral data (charge time data, locality data, card image data etc.).The number
User card punching model is formed according to the method for the science such as statistical modeling, machine learning and Feature Engineering according to analysis module, and can
To calculate the model of swiping the card (card image for meeting user behavior habit) of matching user characteristics according to input information.
The invention also provides a kind of NFC payments using the NFC payment application system for promoting payment efficiency by ODPS
Application method comprising following steps:
S1: the daily multi-dimensional data generated when using and swiping the card application end of user is collected using monitoring system end, and defeated
ODPS data analysis center end is arrived out to be analyzed, and behavior model is generated after analysis and is stored；
S2: user opens NFC mobile phone wallet client end；
S3: opening the information data at NFC mobile phone wallet client end using monitoring system end monitoring users, and by user
The uploading information data swiped the card is to ODPS data analysis center end；
Information data is matched with the behavior model that it is stored based on the received at S4:ODPS data analysis center end；?
After matching, the card image for meeting active user's behavior model is returned to using monitoring system end；
S5: NFC mobile phone wallet client end is given using monitoring system end push NFC switch order；
S6:NFC mobile phone wallet client carries out behavior of swiping the card according to NFC switch order smart card selecting.
Preferably, step S1 specifically comprises the following steps:
S11: user opens NFC mobile phone wallet client end；
S12: user's choice cards carries out swiping card；
S13: collecting the multi-dimensional data that generates when swiping the card of user using monitoring system end, and by the multidimensional of user card punching
Degree evidence is uploaded to ODPS data analysis center end；Wherein, multi-dimensional data include the time data generated when swiping the card, count
According to, card image data；
S14: step S11 to S13 is repeated several times；
Multiple received multi-dimensional data is analyzed at S15:ODPS data analysis center end, is generated behavior model and is deposited
Storage；Wherein, the behavior model includes being drawn a portrait using the user behavior at NFC mobile phone wallet client end, the user behavior portrait
Charge time portrait, place longitude and latitude of swiping the card portrait and card image portrait including user.
The present invention provides true user card punching behavioural characteristic using mass data as foundation, and combines active user's row
For information, user model matching is quickly carried out, intelligently calculates the demand of swiping the card of user instantly, reduces manual operation, is promoted
The efficiency of NFC user's payment.
Detailed description of the invention
In order to more clearly explain the embodiment of the invention or the technical proposal in the existing technology, to embodiment or will show below
There is attached drawing needed in technical description to be briefly described, it should be apparent that, the accompanying drawings in the following description is only this
Some embodiments of invention for those of ordinary skill in the art without creative efforts, can be with
The structure shown according to these attached drawings obtains other attached drawings.
Fig. 1 is the module diagram of NFC payment application system of the present invention；
Fig. 2 is the flow chart that NFC payment application system of the present invention records that behavior is applied in user's payment；
Fig. 3 is that NFC payment application system of the present invention realizes that the process of smart card selecting is shown when carrying out NFC payment application
It is intended to.
The embodiments will be further described with reference to the accompanying drawings for the realization, the function and the advantages of the object of the present invention.
Specific embodiment
Fig. 1 is the module diagram of NFC payment application system according to an embodiment of the present invention, comprising: NFC mobile phone wallet visitor
Family end, using monitoring system end and ODPS data analysis center end.
In the present embodiment, NFC mobile phone wallet client end refers to the application of swiping the card that all kinds of cards are managed with NFC technique
End, usually all comprising (TSM is the abbreviation of Trusted Service Management, and literally meaning can convince to TSM platform
Business management, Unionpay TSM are " the aerial hair fastener " and application management system for the complete set established based on " card is applied more " technology,
By TSM platform, card sending mechanism safe and efficiently can be concentrated on multiple financial intelligent card informations in mobile phone or IC card, both side
Just user, which carries, uses, and convenient for itself hair fastener and management) the access application of all kinds of affiliates converged be shown and
The function of downloading has the displaying of card application in user's NFC mobile phone wallet client end and supplements with money, inquires, locks, deletes
Function.In short, NFC mobile phone wallet client end is exactly the container of a card application, user can select at any time according to their needs
Select use or additions and deletions types of applications therein.In general, NFC mobile phone wallet client end is provided with downloading card module, branch of swiping the card
Paying module, searching and managing module and external api interface, (Application Programming Interface, application program are compiled
Journey interface) module.
It in the present embodiment, is the prison for receiving or pushing the instruction of NFC mobile phone wallet client end using monitoring system end
System end is controlled, is provided with information collection module, information monitors module and info push module.The purposes of information collection module
It is: after user swipes the card at the NFC mobile phone wallet client end described in routine use, by the time data of user card punching, locality data, card
The multi-dimensional datas such as piece information data collect, and are output to ODPS data analysis center end and are analyzed, and row is generated after analysis
For model and store.The behavior model includes being drawn a portrait using the user behavior swiped the card using end subscriber, and the user behavior is drawn
Charge time portrait, place longitude and latitude of swiping the card portrait and card image portrait as including user.The purposes of information monitoring module
Be: monitoring users open the information data at NFC mobile phone wallet client end, and the information data of active user is transmitted
It is matched to ODPS data analysis center end, and with the behavior model that it is stored.The purposes of the info push module is: root
According to the matching result at ODPS data analysis center end, pushed information to NFC mobile phone wallet client end, push NFC is opened
It closes instruction and meets the card image of user behavior habit, NFC mobile phone wallet client end is made to complete smart card selecting operation.
In the present embodiment, ODPS data analysis center refers to the calculating analysis center for relying on mass users brushing card data,
It produces user behavior portrait, and the user behavior portrait mainly includes the charge time portrait of user, place longitude and latitude of swiping the card
Degree portrait, card image portrait etc., for the reference foundation before the behavior of swiping the card.ODPS data analysis center mainly includes three
Module: data collection module, data memory module and data analysis module.It is logical that outbound data transmission is arranged in data collection module
Road, and support upload and downloading mode, such as received using the data that monitoring system end uploads data to ODPS data analysis center end
Collect module.Distributed memory is arranged in data memory module, stores user card punching behavioral data, wherein including charge time number
According to, locality data, card image data etc..Data analysis module is according to sections such as statistical modeling, machine learning and Feature Engineerings
Method forms user card punching model, and the model of swiping the card of matching user characteristics can be calculated according to input information, that is, accords with
Share the card image of family behavioural habits.
Fig. 2 is the flow chart that behavior is applied in system records user payment of the present invention comprising following steps:
S11: user opens NFC mobile phone wallet client end；
S12: user's choice cards carries out swiping card, such as bank card, bus card or access card；
S13: brushing card data is collected using monitoring system end, collected multi-dimensional data includes the time generated when swiping the card
Data, locality data, card image data；The brushing card data of collection is uploaded in the analysis of ODPS data using monitoring system end
Heart end；
S14: step S11 to S13 is repeated several times；
Multiple received multi-dimensional data is analyzed at S15:ODPS data analysis center end, is generated behavior model and is deposited
Storage；Wherein, the behavior model includes being drawn a portrait using the user behavior at NFC mobile phone wallet client end, the user behavior portrait
Charge time portrait, place longitude and latitude of swiping the card portrait and card image portrait including user.
Fig. 3 is the process schematic that system of the present invention realizes smart card selecting when carrying out NFC payment application, that is, is used
The NFC payment application method of the NFC payment application system of payment efficiency is promoted by ODPS comprising following steps:
S1: the daily multi-dimensional data generated when using and swiping the card application end of user is collected using monitoring system end, and defeated
ODPS data analysis center end is arrived out to be analyzed, and behavior model is generated after analysis and is stored；
S2: user opens NFC mobile phone wallet client end；
S3: the information data at NFC mobile phone wallet client end is opened using monitoring system monitoring users, and user is brushed
The uploading information data of card is to ODPS data analysis center end；
Information data is matched with the behavior model that it is stored based on the received at S4:ODPS data analysis center end；?
After matching, the card image for meeting active user's behavior model is returned to using monitoring system；
S5: NFC mobile phone wallet client end is given using monitoring system push NFC switch order；
S6:NFC mobile phone wallet client carries out behavior of swiping the card according to NFC switch order smart card selecting.
System of the present invention provides true user card punching behavioural characteristic using mass data as foundation, and combines and work as
Preceding user behavior information quickly carries out user model matching, intelligently calculates the demand of swiping the card of user instantly, reduces artificial behaviour
Make, improves the efficiency of NFC user's payment.
In the present invention unless specifically defined or limited otherwise, term " client ", " application ", " payment " etc. should be done
It broadly understood, for example, " client " refers to the software in mobile phone or tablet computer terminal operating, " application " can refer to mobile phone or plate electricity
The application of brain can also do verb understanding.For the ordinary skill in the art, can understand as the case may be above-mentioned
The concrete meaning of term in the present invention.Those skilled in the art should be understood that each module of the above invention or each step
Suddenly it can be realized with general computing device, they can be concentrated on a single computing device, or be distributed in multiple meters
It calculates on network composed by device, optionally, they can be realized with the program code that computing device can perform, thus, it can
It is performed by computing device with being stored in storage device, and in some cases, it can be to be different from herein
Sequence executes shown or described step, and perhaps they are fabricated to each integrated circuit modules or will be in them
Multiple modules or step be fabricated to single integrated circuit module to realize.In this way, the present invention is not limited to any specific hard
Part and software combine.
The above is only a preferred embodiment of the present invention, is not intended to limit the scope of the invention, all to utilize this hair
Equivalent structure or equivalent flow shift made by bright specification and accompanying drawing content is applied directly or indirectly in other relevant skills
Art field, is included within the scope of the present invention.
Claims (10)
1. a kind of NFC payment application system for promoting payment efficiency by ODPS, which is characterized in that including the NFC mutually communicated
Mobile phone wallet client, using monitoring system end and ODPS data analysis center end,
NFC mobile phone wallet client end is the application end of swiping the card that all kinds of cards are managed with NFC technique, is provided with downloading card
Piece module, cCredit card payment module, searching and managing module and external api interface module；
It is described using monitoring system end be receive or push the NFC mobile phone wallet client end instruction monitoring system end, set
It is equipped with information collection module, information monitors module and info push module；
ODPS data analysis center end is to calculate analysis center end, is provided with data collection module, data memory module
And data analysis module.
2. the NFC payment application system as described in claim 1 for promoting payment efficiency by ODPS, which is characterized in that described
Information collection module is output to described for collecting the multi-dimensional data that user generates when routine use swipes the card application end
ODPS data analysis center end is analyzed, and behavior model is generated after analysis and is stored.
3. the NFC payment application system as claimed in claim 2 for promoting payment efficiency by ODPS, which is characterized in that described
Multi-dimensional data include using swipe the card application end when the time data, locality data, the card image data that generate.
4. the NFC payment application system as claimed in claim 3 for promoting payment efficiency by ODPS, which is characterized in that described
Behavior model includes being drawn a portrait using the user behavior swiped the card using end subscriber, and the user behavior portrait includes when swiping the card of user
Between draw a portrait, place longitude and latitude of swiping the card portrait and card image portrait.
5. the NFC payment application system as claimed in claim 2 for promoting payment efficiency by ODPS, which is characterized in that described
Information monitors module and opens the information data at NFC mobile phone wallet client end for monitoring users, and by the information data
It is transmitted to ODPS data analysis center end, and is matched with the behavior model that it is stored.
6. the NFC payment application system as claimed in claim 5 for promoting payment efficiency by ODPS, which is characterized in that described
Info push module is used for the matching result according to ODPS data analysis center end, pushes NFC switch order and meets
The card image of active user's behavioural habits completes NFC mobile phone wallet client end to NFC mobile phone wallet client end
Smart card selecting operation.
7. the NFC payment application system as described in claim 1 for promoting payment efficiency by ODPS, which is characterized in that described
Outbound data transmission channel is arranged in data collection module, and supports upload and downloading mode.
8. the NFC payment application system as described in claim 1 for promoting payment efficiency by ODPS, which is characterized in that described
Distributed memory is arranged in data memory module, is used to store user card punching behavioral data.
9. a kind of NFC payment application method using any one of the claim 1-8 NFC payment application system, feature exist
In including the following steps:
S1: the daily multi-dimensional data generated when using and swiping the card application end of user is collected using monitoring system end, and is output to
ODPS data analysis center end is analyzed, and behavior model is generated after analysis and is stored；
S2: user opens NFC mobile phone wallet client end；
S3: opening the information data at NFC mobile phone wallet client end using monitoring system end monitoring users, and by user card punching
Uploading information data to ODPS data analysis center end；
Information data is matched with the behavior model that it is stored based on the received at S4:ODPS data analysis center end；After matching,
The card image for meeting active user's behavior model is returned to using monitoring system end；
S5: NFC mobile phone wallet client end is given using monitoring system end push NFC switch order；
S6:NFC mobile phone wallet client carries out behavior of swiping the card according to NFC switch order smart card selecting.
10. NFC payment application method according to claim 9, which is characterized in that step S1 specifically comprises the following steps:
S11: user opens NFC mobile phone wallet client end；
S12: user's choice cards carries out swiping card；
S13: the multi-dimensional data that user generates when swiping the card is collected using monitoring system end；And by the multidimensional degree of user card punching
According to being uploaded to ODPS data analysis center end；Wherein, multi-dimensional data include the time data generated when swiping the card, locality data,
Card image data；
S14: step S11 to S13 is repeated several times；
Multiple received multi-dimensional data is analyzed at S15:ODPS data analysis center end, is generated behavior model and is stored；
Wherein, the behavior model includes being drawn a portrait using the user behavior at NFC mobile phone wallet client end, and the user behavior portrait includes
Charge time portrait, place longitude and latitude of swiping the card portrait and the card image portrait of user.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
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| CN201811632533.6A CN109784908A (en) | 2018-12-28 | 2018-12-28 | The NFC payment application system and method for payment efficiency are promoted by ODPS |
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| CN201811632533.6A CN109784908A (en) | 2018-12-28 | 2018-12-28 | The NFC payment application system and method for payment efficiency are promoted by ODPS |
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Cited By (1)
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| CN112906409A (en) * | 2019-12-03 | 2021-06-04 | 宇龙计算机通信科技(深圳)有限公司 | NFC card switching method and device, storage medium and electronic equipment |
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