CN108052928A - A kind of user credit degree evaluation method, device and electronic equipment - Google Patents
A kind of user credit degree evaluation method, device and electronic equipment Download PDFInfo
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- CN108052928A CN108052928A CN201711483340.4A CN201711483340A CN108052928A CN 108052928 A CN108052928 A CN 108052928A CN 201711483340 A CN201711483340 A CN 201711483340A CN 108052928 A CN108052928 A CN 108052928A
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- user
- consumer behavior
- unmanned shop
- behavior
- consumer
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- G—PHYSICS
- G07—CHECKING-DEVICES
- G07C—TIME OR ATTENDANCE REGISTERS; REGISTERING OR INDICATING THE WORKING OF MACHINES; GENERATING RANDOM NUMBERS; VOTING OR LOTTERY APPARATUS; ARRANGEMENTS, SYSTEMS OR APPARATUS FOR CHECKING NOT PROVIDED FOR ELSEWHERE
- G07C9/00—Individual registration on entry or exit
- G07C9/20—Individual registration on entry or exit involving the use of a pass
- G07C9/22—Individual registration on entry or exit involving the use of a pass in combination with an identity check of the pass holder
- G07C9/25—Individual registration on entry or exit involving the use of a pass in combination with an identity check of the pass holder using biometric data, e.g. fingerprints, iris scans or voice recognition
- G07C9/257—Individual registration on entry or exit involving the use of a pass in combination with an identity check of the pass holder using biometric data, e.g. fingerprints, iris scans or voice recognition electronically
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q30/00—Commerce
- G06Q30/06—Buying, selling or leasing transactions
- G06Q30/0601—Electronic shopping [e-shopping]
- G06Q30/0609—Buyer or seller confidence or verification
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
- G06V40/20—Movements or behaviour, e.g. gesture recognition
-
- G—PHYSICS
- G07—CHECKING-DEVICES
- G07C—TIME OR ATTENDANCE REGISTERS; REGISTERING OR INDICATING THE WORKING OF MACHINES; GENERATING RANDOM NUMBERS; VOTING OR LOTTERY APPARATUS; ARRANGEMENTS, SYSTEMS OR APPARATUS FOR CHECKING NOT PROVIDED FOR ELSEWHERE
- G07C9/00—Individual registration on entry or exit
- G07C9/20—Individual registration on entry or exit involving the use of a pass
- G07C9/27—Individual registration on entry or exit involving the use of a pass with central registration
Abstract
The present invention relates to unmanned shop technical field, more particularly to a kind of user credit degree evaluation method, device and electronic equipment.Wherein, the user's credit rating evaluation method includes：Determine consumer behavior of the user in unmanned shop；Obtain the credit rating of user；According to consumer behavior of the user in unmanned shop, the credit rating of user is corrected.Therefore, the system that can build one's credit is to evaluate consumer behavior of the user in unmanned shop.
Description
Technical field
The present invention relates to unmanned shop technical field, more particularly to a kind of user credit degree evaluation method, device and electricity
Sub- equipment.
Background technology
At present, general shop can all have shop-assistant either cashier by shop-assistant or cashier come settle accounts user purchase
The commodity bought.It however, when the number of users for buying commodity is more, is often required for being lined up, so that longer with needing to spend
Time checkout, in addition, also needing to provide the cost of labor of shop-assistant or cashier.
Therefore, to solve the above-mentioned problems, occur unmanned shop in the prior art, that is to say there is no shop-assistant or
The shop of cashier when user chooses commodity and prepares departure, identifies user identity and is read by RFI D read-write equipments
The merchandise news chosen at family and its corresponding price are taken, so as to deduct the corresponding amount of money automatically in the corresponding account of the user.
Inventor in the implementation of the present invention, it is found that traditional technology has at least the following problems：Due to unmanned shop
Unattended, consumer consumes into shop, when there are some nonstandard consumer behaviors, such as dismounts product, destroys unmanned shop
Facility etc., if having not been able to constrain this class behavior in time, caused by consequence be unthinkable.However, traditional technology also lacks
Weary relevant institutions are to constrain such consumer, for example, lacking credit system to constrain consumer behavior of the consumer in unmanned shop.
The content of the invention
One purpose of the embodiment of the present invention is intended to provide a kind of user credit degree evaluation method, device and electronic equipment,
It solves the technical issues of traditional technology has not been able to make credit appraisal for consumer behavior of the user in unmanned shop.
In order to solve the above technical problems, the embodiment of the present invention provides following technical scheme：
It is described applied to unmanned shop in a first aspect, the embodiment of the present invention discloses a kind of user credit degree evaluation method
Method includes：
Determine consumer behavior of the user in the unmanned shop；
Obtain the credit rating of the user；
According to consumer behavior of the user in the unmanned shop, the credit rating of the user is corrected.
Optionally, the consumer behavior includes legal consumer behavior and illegal consumer behavior；
Consumer behavior of the definite user in the unmanned shop, including：
Obtain consumer image of the user in the unmanned shop；
According to image analysis algorithm, judge whether the consumer behavior feature of user in the consumer image matches preset reference
Behavioural characteristic；
If matching, it is the illegal consumer behavior to determine consumer behavior of the user in the unmanned shop；
If not matching, it is the legal consumer behavior to determine consumer behavior of the user in the unmanned shop.
Optionally, the credit of the user is corrected in the consumer behavior according to the user in the unmanned shop
Degree, including：
When consumer behavior of the user in the unmanned shop is the illegal consumer behavior, the user is reduced
Credit rating；
When consumer behavior of the user in the unmanned shop is the legal consumer behavior, institute is maintained or improved
State the credit rating of user.
Optionally, when the consumer behavior in the user in the unmanned shop is the legal consumer behavior,
The credit rating of the user is improved, including：
When consumer behavior of the user in the unmanned shop is the legal consumer behavior, the user is counted
Legal consumer behavior always continue number；
Judge the legal consumer behavior of the user always continues whether number is more than preset reference threshold value；
If more than improving the credit rating of the user；
If being less than, the credit rating of the user is maintained.
Optionally, the method further includes：
Judge whether the credit rating of revised user is more than default credit threshold；
If being less than, the user is forbidden to enter the unmanned shop；
If more than the open user enters the unmanned shop.
In second aspect, the embodiment of the present invention provides a kind of user credit degree evaluating apparatus, described applied to unmanned shop
Device includes：
Determining module, for determining consumer behavior of the user in the unmanned shop；
Acquisition module, for obtaining the credit rating of the user；
Correcting module for the consumer behavior according to the user in the unmanned shop, corrects the letter of the user
Expenditure.
Optionally, the consumer behavior includes legal consumer behavior and illegal consumer behavior；
The determining module includes：
Acquiring unit, for obtaining consumer image of the user in the unmanned shop；
Judging unit, for according to image analysis algorithm, judging that the consumer behavior of user in the consumer image is characterized in
No matching preset reference behavioural characteristic；
If first determination unit for matching, determines that consumer behavior of the user in the unmanned shop is described
Illegal consumer behavior；
Second determination unit, if for not matching, it is institute to determine consumer behavior of the user in the unmanned shop
State legal consumer behavior.
Optionally, the correcting module includes：
Unit is reduced, is the illegal consumer behavior for the consumer behavior in the user in the unmanned shop
When, reduce the credit rating of the user；
First maintains to improve unit, for legal disappearing to be described in consumer behavior of the user in the unmanned shop
When taking behavior, the credit rating of the user is maintained or improved.
Optionally, described first raising unit is maintained to be specifically used for：In consumption of the user in the unmanned shop
When behavior is the legal consumer behavior, the total of legal consumer behavior for counting the user continues number；Judge the user
Legal consumer behavior always continue number whether be more than preset reference threshold value；If more than improving the credit rating of the user；If
It is less than, maintains the credit rating of the user.
Optionally, it is described first maintain improve unit also particularly useful for：In the user disappearing in the unmanned shop
Take behavior for the legal consumer behavior when, count the total degree of the legal consumer behavior of the user；Judge the user's
Whether the total degree of legal consumer behavior is more than preset reference threshold value；If more than improving the credit rating of the user；If being less than,
Maintain the credit rating of the user.
In the third aspect, the embodiment of the present invention provides a kind of electronic equipment, and the electronic equipment includes：At least one processing
Device；And the memory being connected at least one processor communication；Wherein, the memory storage have can by it is described at least
The instruction that one processor performs, described instruction is performed by least one processor, so that at least one processor
It is able to carry out any one of them method.
In fourth aspect, the embodiment of the present invention provides a kind of non-transient computer readable storage medium storing program for executing, the non-transient meter
Calculation machine readable storage medium storing program for executing is stored with computer executable instructions, and the computer executable instructions are used to perform electronic equipment
As above any one of them method.
In the user credit degree evaluation method provided in each embodiment of the present invention, by determining user in unmanned shop
Consumer behavior, obtain the credit rating of user, according to consumer behavior of the user in unmanned shop, correct the credit rating of user.
Therefore, the system that can build one's credit is to evaluate consumer behavior of the user in unmanned shop.
Description of the drawings
One or more embodiments are illustrated by the picture in corresponding attached drawing, these exemplary theorys
The bright restriction not formed to embodiment, the element for having same reference numbers label in attached drawing are expressed as similar element, remove
Non- have a special statement, and composition does not limit the figure in attached drawing.
Fig. 1 is that the embodiment of the present invention provides a kind of structure diagram in unmanned shop；
Fig. 2 is a kind of structure diagram in unmanned shop provided in an embodiment of the present invention；
Fig. 3 is that the embodiment of the present invention provides a kind of flow diagram of user credit degree evaluation method；
Fig. 4 is the flow diagram of step 31 in Fig. 3；
Fig. 5 is that another embodiment of the present invention provides a kind of flow diagram of user credit degree evaluation method；
Fig. 6 is that the embodiment of the present invention provides a kind of structure diagram of user credit degree evaluating apparatus；
Fig. 7 is the structure diagram of determining module in Fig. 6；
Fig. 8 is the structure diagram of correcting module in Fig. 6；
Fig. 9 is the structure diagram that the embodiment of the present invention provides a kind of electronic equipment.
Specific embodiment
In order to make the purpose , technical scheme and advantage of the present invention be clearer, with reference to the accompanying drawings and embodiments, it is right
The present invention is further elaborated.It should be appreciated that specific embodiment described herein is only to explain the present invention, not
For limiting the present invention.
Referring to Fig. 1, Fig. 1, which is the embodiment of the present invention, provides a kind of structure diagram in unmanned shop.It as shown in Figure 1, should
Unmanned shop 100 is equipped with checkout area 10 and commodity area, and for putting commodity, checkout area 10 is used to carry out commodity in commodity area
Clearing, the checkout area 10 are equipped with first outlet 11 and second outlet 12, when first outlet 11 is opened, checkout area 10 and business
Product area connects, and user can be from commodity area into the checkout area 10, and when second outlet 12 is opened, user can be from checkout area
The external environment in unmanned shop 100 is walked in domain 10, leaves unmanned shop.
Optionally, which is Z-shaped shape, and the first outlet 11 and second outlet 12 are separately positioned on " Z "
The checkout area of shape.
The unmanned shop 100 is additionally provided with entrance, which is used to that user to be made to enter the unmanned shop 100, and the entrance
Only user is allowed to enter.
Also referring to Fig. 1 and Fig. 2, which further includes sensor 20, camera 30, radio frequency read-write equipment
40 and processor 50.
Wherein, sensor 20, camera 30 and radio frequency read-write equipment 40 distinguish connection processing device 50.
Sensor 20 is specifically used for the inductive signal that whether there is user in the predeterminable area of detection first outlet 11, when this
There are during user, that is, trigger the inductive signal to generate in predeterminable area.The predeterminable area is specifically to go out in commodity area close to first
The region of mouth 11, user only could enter checkout area 10 by the region.Therefore, when detect in predeterminable area exist use
During the inductive signal at family, that is, indicate that user wants to leave unmanned shop, and its current state is checkout area 10 to be entered.
Camera 30 includes multiple, and is arranged in unmanned shop 100, is specifically located in checkout area 10, the
At one outlet 11, at second outlet 12, the entrance in unmanned shop 100 and commodity area etc..The camera 30 is used to gather
User images, and the user images collected are sent to processor 50.
In some embodiments, camera 30 can carry out movement locus tracking to same user.For example, when unmanned shop
100 entrance takes user A into behind unmanned shop, according to zone of action of the user A in unmanned shop 100, by this
The corresponding camera 30 in region shoots the image of user A, until user A leaves the unmanned shop 100, just terminates to user A
Image Acquisition, can be according to the sequencing of Image Acquisition after obtaining all images of the user A in unmanned business's In-store Events
The movement locus of user A is analyzed, so as to accurately identify user A according to the movement locus and analyze what user A was bought
Classification of commodity etc..
Radio frequency read-write equipment 40 is additionally operable to reading user and is bought for identifying with the presence or absence of commodity in checkout area
Commodity information, which includes commodity price, commodity name, merchandise classification etc..The radio frequency read-write equipment 40 will be read
To merchandise news be sent to processor 50.The radio frequency read-write equipment 40 can be specifically RFID reader.
The relevant information that processor 50 sends for receiving sensor 20, camera 30 and radio frequency read-write equipment 40, and
And these relevant informations are handled.Processor 50 in the present embodiment is specifically used for the problem of processing is settled accounts automatically.
It specifically, will when sensor 20 is detected in the predeterminable area of first outlet 11 there are after the inductive signal of user
The inductive signal is sent to processor 50, at this point, processor 50 controls camera 30 to gather the firstth area in the checkout area 10
The first area image collected is sent to processor 50 by area image, camera 30.Processor 50 is used for according to firstth area
Area image, judge in checkout area 10 whether someone；If nobody, the door of control first outlet 11 is opened and control is taken the photograph
As the second area image of the first 30 acquisition checkout areas 10, and the second area image is obtained, so as to according to described
Second area image judges whether there was only a user in the checkout area 10；An if only use in checkout area 10
Family, and detect that there are the door of first outlet 11 during commodity, is then controlled to close in checkout area 10 by radio frequency read-write equipment 40
The facial characteristics of the user is closed and obtained, and the account of the user is obtained according to the facial characteristics and is passed through
The radio frequency read-write equipment 40 obtains the merchandise news and its corresponding price that the user chooses；According to the price from institute
It states and the corresponding amount of money is deducted in the account of user, and the door of the second outlet 12 is controlled to open.Herein, only settling accounts
Region 10 is interior to only have a user and there are during commodity, and the just corresponding checkout of execution operates, and passes through face when settling accounts
It identifies to identify active user, so as to accurately identify user, to ensure that checkout is more accurate.
As previously mentioned, anyone is bound bank card, can be done shopping into shop by register account number.When consumer behavior is compared
When severe user implements illegal act in shop, keep an eye on since unmanned shop lacks special messenger, when such user does shopping, have not been able to
It is restricted.Therefore, in order to limit such user, in the present embodiment, can build one's credit system, by credit system about
The such user of beam unmanned shop consumer behavior, to safeguard the operating environment in unmanned shop.
Each registered user all corresponds to a credit rating, and the credit rating of each registered user can be identical, can also be different.
Manager can formulate credit policy according to business demand, to adjust the credit rating of user according to the consumer behavior of user.Citing
For, when specification is compared in the multiple consumer behavior of user, improve the credit rating of user.When one or many consumption rows of user
During to lack specification, the credit rating of user is reduced.Further, when the credit rating of user is less than default credit threshold, limitation
The user enters unmanned shopping.However, traditional technology also lacks relevant institutions to constrain such consumer, for example, lacking
Credit system is to constrain consumer behavior of the consumer in unmanned shop.
Based on this, the embodiment of the present invention provides a kind of user credit degree evaluation method, applied to unmanned shop.Refer to figure
3, Fig. 3 be that the embodiment of the present invention provides a kind of flow diagram of user credit degree evaluation method.As shown in figure 3, the user believes
Expenditure evaluation method 300 includes：
Step 31 determines consumer behavior of the user in unmanned shop；
In the present embodiment, consumer behavior for user do shopping in unmanned shop when, made any limbs behavior with
Language performance.For example, limbs behavior includes the behavior of picking commodities for users, the behavior for destroying commodity, hand-held commodity to clearing area
The behavior of clearing, the behavior for mutually helping other user's shopping etc., language performance includes：Confused noise behavior, abuse behavior, quarrel in shop
Behavior etc..
Manager formulates the consumer behavior code requirement in unmanned shop, for evaluating consumption row of the user in unmanned shop
For normalization.Consumer behavior includes legal consumer behavior and illegal consumer behavior, and legal consumer behavior is user in unmanned business
The behavior that consumer behavior in shop is conformed to the standard, illegal consumer behavior are that consumer behavior of the user in unmanned shop has not been able to close
The behavior of specification.
In order to reach can consumer behavior of the full automatic monitoring user in unmanned shop, manager is in background system system
A series of fixed consumer behavior characteristic points, for judging the normalization of the consumer behavior of each user.For example, manager is rear
Platform system has prestored and the relevant behavioural characteristic point of limbs behavior do not conformed to the standard, for example, user fights in unmanned shop,
When the limbs behavior of fighting of the user is matched with the behavioural characteristic point to prestore, background system automatically determines the user in unmanned shop
Consumer behavior be illegal consumer behavior.For another example user destroys the label of commodity, the destruction of the user and the row to prestore
When being characterized matching, it is illegal consumer behavior that background system, which automatically determines consumer behavior of the user in unmanned shop,.
Again for example, manager has prestored and the relevant behavioural characteristic of language performance do not conformed to the standard in background system
Point, for example, user makes an uproar in unmanned shop, speech transducer collects the voice signal of user, and the voice signal is passed
Background system is transported to, when the loudness that background system analyzes the voice signal is more than default loudness threshold, the day after tomorrow, system automatically determined
Consumer behavior of the user in unmanned shop is illegal consumer behavior.For another example user abuses in unmanned shop, and similarly, language
For sound sensor by the transmitting voice signal of the user to background system, the words matching that background system analyzes the voice signal is pre-
If during with reference to words, the day after tomorrow system automatically determine the user unmanned shop consumer behavior be illegal consumer behavior.
Usually, also there are various ways to determine consumer behavior of the user in unmanned shop, it is not limited on
State what embodiment was illustrated.
Step 32, the credit rating for obtaining user；
As previously mentioned, each user all has corresponding credit rating, the account binding of the credit rating and user.Due to each use
The consumer behavior at family, shopping environment are all different, and therefore, the credit rating of each user can differ.For example, user A is at nobody
The shopping frequency in shop is high, and specification is compared in consumer behavior always, and the credit rating of user A is 150 points.User B is in unmanned business
The shopping frequency in shop is low, and specification is compared in consumer behavior always, and the credit rating of user B is 90 points.User C is in unmanned shop
Frequency of doing shopping is high, but its consumer behavior is often lack of standardization, and the credit rating of user C is 100 points.User D is in the purchase in unmanned shop
Object frequency is low, and its consumer behavior is often lack of standardization, and the credit rating of user D is 80 points.User E is in the shopping frequency in unmanned shop
Rate is low, and its consumer behavior is lack of standardization always, and the credit rating of user D is 50 points.
The credit rating of each user can be stored in background server, can be with when transferring the credit rating of corresponding user
According to the identity information of user, the account of user and credit rating corresponding with account are determined.
The credit rating of user is corrected in step 33, the consumer behavior according to user in unmanned shop.
In the present embodiment, when the consumer behavior in user in unmanned shop is illegal consumer behavior, reduce user's
Credit rating.When consumer behavior of the user in unmanned shop is legal consumer behavior, the credit rating of user is maintained or improved.
In some embodiments, for legal consumer behavior of the long-term cultivation user in unmanned shop, too frequent is avoided
Switching between legal consumer behavior and illegal consumer behavior is legal consumption in consumer behavior of the user in unmanned shop
During behavior, during the credit rating for improving user, first, when consumer behavior of the user in unmanned shop is gone for legal consumption
For when, the legal consumer behavior of counting user always continue number, this always continue number be user in preset time period, in nothing
The consumer behavior in people shop is persistently legal total degree.If the particular point in time in preset time period, there is illegal consumption
During behavior, the consumption total degree in the preset time period is not always to continue number.
Secondly, judge the legal consumer behavior of user always continues whether number is more than preset reference threshold value, if more than carrying
The credit rating of high user if being less than, maintains the credit rating of user.Wherein, which is generally by User Defined
5 times.Therefore, using such mode, legal consumer behavior of the user in unmanned shop can be cultivated well, avoids excessive frequency
Numerous switching between legal consumer behavior and illegal consumer behavior.
To sum up, the system that can build one's credit is to evaluate consumer behavior of the user in unmanned shop.
It in some embodiments, can be by gathering consumer image of the user in unmanned shop, to determine user's
Consumer behavior.Therefore, as shown in figure 4, step 31 includes：
Step 311 obtains consumer image of the user in unmanned shop；
In the present embodiment, obtaining the mode of the consumer image of user can be obtained by modes such as cameras.
Step 312, according to image analysis algorithm, judge user in consumer image consumer behavior feature whether match it is default
With reference to behavioural characteristic；
In the present embodiment, the corresponding behavioural characteristic of all kinds of illegal consumer behaviors can be concluded and prestored as default
With reference to behavioural characteristic, for example, user tears the behavior of Commercial goods labels, the behavior do not settled accounts commodity and torn in advance etc..
If step 313, matching, it is illegal consumer behavior to determine consumer behavior of the user in unmanned shop；
If step 314 does not match, it is legal consumer behavior to determine consumer behavior of the user in unmanned shop.
It therefore, can be in real time with accurately analyzing user by gathering consumer image of the user in unmanned shop
Consumer behavior.
After the credit rating of user has been corrected, it can also limit whether user has permission according to revised credit rating
Into unmanned shop.Therefore, in some embodiments, as shown in figure 5, the user's credit rating evaluation method 300 further includes：
Step 34 judges whether the credit rating of revised user is more than default credit threshold；
If step 35 is less than, user is forbidden to enter unmanned shop；
Step 36, if more than open user enters unmanned shop.
Therefore, it by such mode, can effectively safeguard the operation in unmanned shop, improve the shopping experience of user
Sense.
As the another aspect of the embodiment of the present invention, the embodiment of the present invention provides a kind of user credit degree evaluating apparatus, should
For unmanned shop.Referring to Fig. 6, Fig. 6, which is the embodiment of the present invention, provides a kind of structural representation of user credit degree evaluating apparatus
Figure.As shown in fig. 6, the user's credit rating evaluating apparatus 600 includes：Determining module 61, acquisition module 62 and correcting module 63.
Determining module 61 is used to determine consumer behavior of the user in unmanned shop；
Acquisition module 62 is used to obtain the credit rating of user；
Correcting module 63 is used for the consumer behavior according to user in unmanned shop, corrects the credit rating of user.
To sum up, the system that can build one's credit is to evaluate consumer behavior of the user in unmanned shop.
In some embodiments, consumer behavior includes legal consumer behavior and illegal consumer behavior.As shown in fig. 7, this is really
Cover half block 61 includes：Acquiring unit 611, judging unit 612, the first determination unit 613 and the second determination unit 614.
Acquiring unit 611 is used to obtain consumer image of the user in unmanned shop；
Judging unit 612 is used for according to image analysis algorithm, judge user in consumer image consumer behavior feature whether
Match preset reference behavioural characteristic；
If the first determination unit 613 determines that consumer behavior of the user in unmanned shop is gone for illegal consumption for matching
For；
For the second determination unit 614 if for not matching, it is legal consumption to determine consumer behavior of the user in unmanned shop
Behavior.
In some embodiments, as shown in figure 8, correcting module 63 includes：Unit 631 and first is reduced to maintain to improve unit
632。
When the consumer behavior that reduction unit 631 is used in user in unmanned shop is illegal consumer behavior, user is reduced
Credit rating；
When first consumer behavior that raising unit 632 is maintained to be used in user in unmanned shop is legal consumer behavior,
Maintain or improve the credit rating of user.
In some embodiments, first raising unit 632 is maintained to be specifically used for：In user disappearing in the unmanned shop
Take behavior for legal consumer behavior when, the legal consumer behavior of counting user always continue number；Judge the legal consumption of user
Behavior always continues whether number is more than preset reference threshold value；If more than improving the credit rating of user；If being less than, user is maintained
Credit rating.
In some embodiments, first maintain improve unit 632 also particularly useful for：In consumption of the user in unmanned shop
When behavior is legal consumer behavior, the total degree of the legal consumer behavior of counting user；Judge the legal consumer behavior of user
Whether total degree is more than preset reference threshold value；If more than improving the credit rating of user；If being less than, the credit rating of user is maintained.
Since device embodiment and embodiment of the method are based on same design, on the premise of content does not conflict mutually, fill
The content for putting embodiment can be with quoting method embodiment, and this will not be repeated here.
As the another aspect of the embodiment of the present invention, the embodiment of the present invention provides a kind of electronic equipment.It as shown in figure 9, should
Electronic equipment 900 includes：One or more processors 91 and memory 92.Wherein, in Fig. 9 by taking a processor 91 as an example.
Processor 91 can be connected with memory 92 by bus or other modes, to be connected as by bus in Fig. 9
Example.
Memory 92 is used as a kind of non-volatile computer readable storage medium storing program for executing, available for storage non-volatile software journey
Sequence, non-volatile computer executable program and module, as the user credit degree evaluation method in the embodiment of the present invention corresponds to
Program instruction/module.Processor 91 is stored in non-volatile software program, instruction and mould in memory 92 by operation
Block is commented so as to perform the user credit degree evaluation method as shown in Fig. 3 to 5 or user credit degree as shown in Figure 6 to 8
The various function application of valency device and data processing.
Memory 92 can include high-speed random access memory, can also include nonvolatile memory, for example, at least
One disk memory, flush memory device or other non-volatile solid state memory parts.In some embodiments, memory 92
It is optional including compared with the remotely located memory of processor 91, these remote memories can pass through network connection to processor
91.The example of above-mentioned network includes but not limited to internet, intranet, LAN, mobile radio communication and combinations thereof.
Described program instruction/module is stored in the memory 92, is held when by one or more of processors 91
During row, the user credit degree evaluation method in above-mentioned any means embodiment is performed, for example, so as to perform as shown in Fig. 3 to 5
The various function application and number of user credit degree evaluation method or user credit degree evaluating apparatus as shown in Figure 6 to 8
According to processing.
The embodiment of the present invention additionally provides a kind of non-transient computer readable storage medium storing program for executing, and the non-transient computer is readable
Storage medium is stored with computer executable instructions, and the computer executable instructions are as above any for performing electronic equipment
User credit degree evaluation method described in.
Device or apparatus embodiments described above be only schematical, illustrates wherein described as separating component
Unit module may or may not be physically separate, and the component shown as modular unit can be or also may be used
Not to be physical location, you can be located at a place or can also be distributed on multiple network module units.It can basis
It is actual to need that some or all of module therein is selected to realize the purpose of this embodiment scheme.
Through the above description of the embodiments, those skilled in the art can be understood that each embodiment can
It is realized by the mode of software plus general hardware platform, naturally it is also possible to pass through hardware.Based on such understanding, above-mentioned technology
Scheme substantially in other words can be embodied the part that correlation technique contributes in the form of software product, the computer
Software product can store in a computer-readable storage medium, such as ROM/RAM, magnetic disc, CD, including some instructions to
So that computer equipment (can be personal computer, server either network equipment etc.) perform each embodiment or
Method described in some parts of embodiment.
Finally it should be noted that：The above embodiments are merely illustrative of the technical solutions of the present invention, rather than its limitations；At this
It under the thinking of invention, can also be combined between the technical characteristic in above example or different embodiment, step can be with
It is realized with random order, and there are many other variations of different aspect present invention as described above, for simplicity, they do not have
Have and provided in details；Although the present invention is described in detail with reference to the foregoing embodiments, the ordinary skill people of this field
Member should be understood：It can still modify to the technical solution recorded in foregoing embodiments or to which part skill
Art feature carries out equivalent substitution；And these modifications or replacement, the essence of appropriate technical solution is not made to depart from each reality of the application
Apply the scope of a technical solution.
Claims (10)
1. a kind of user credit degree evaluation method, applied to unmanned shop, which is characterized in that the described method includes：
Determine consumer behavior of the user in the unmanned shop；
Obtain the credit rating of the user；
According to consumer behavior of the user in the unmanned shop, the credit rating of the user is corrected.
2. according to the method described in claim 1, it is characterized in that, the consumer behavior includes legal consumer behavior with illegally disappearing
Take behavior；
Consumer behavior of the definite user in the unmanned shop, including：
Obtain consumer image of the user in the unmanned shop；
According to image analysis algorithm, judge whether the consumer behavior feature of user in the consumer image matches preset reference behavior
Feature；
If matching, it is the illegal consumer behavior to determine consumer behavior of the user in the unmanned shop；
If not matching, it is the legal consumer behavior to determine consumer behavior of the user in the unmanned shop.
3. according to the method described in claim 2, it is characterized in that, the disappearing in the unmanned shop according to the user
Take behavior, correct the credit rating of the user, including：
When consumer behavior of the user in the unmanned shop is the illegal consumer behavior, the letter of the user is reduced
Expenditure；
When consumer behavior of the user in the unmanned shop is the legal consumer behavior, the use is maintained or improved
The credit rating at family.
4. the according to the method described in claim 3, it is characterized in that, consumption in the user in the unmanned shop
When behavior is the legal consumer behavior, the credit rating of the user is improved, including：
When consumer behavior of the user in the unmanned shop is the legal consumer behavior, the conjunction of the user is counted
Method consumer behavior always continues number；
Judge the legal consumer behavior of the user always continues whether number is more than preset reference threshold value；
If more than improving the credit rating of the user；
If being less than, the credit rating of the user is maintained.
5. method according to any one of claims 1 to 4, which is characterized in that the method further includes：
Judge whether the credit rating of revised user is more than default credit threshold；
If being less than, the user is forbidden to enter the unmanned shop；
If more than the open user enters the unmanned shop.
6. a kind of user credit degree evaluating apparatus, applied to unmanned shop, which is characterized in that described device includes：
Determining module, for determining consumer behavior of the user in the unmanned shop；
Acquisition module, for obtaining the credit rating of the user；
Correcting module for the consumer behavior according to the user in the unmanned shop, corrects the credit rating of the user.
7. device according to claim 6, which is characterized in that the consumer behavior includes legal consumer behavior with illegally disappearing
Take behavior；
The determining module includes：
Acquiring unit, for obtaining consumer image of the user in the unmanned shop；
Judging unit, for according to image analysis algorithm, judge the consumer behavior feature of user in the consumer image whether
With preset reference behavioural characteristic；
First determination unit, if for matching, it is described illegal to determine consumer behavior of the user in the unmanned shop
Consumer behavior；
Second determination unit, if for not matching, it is the conjunction to determine consumer behavior of the user in the unmanned shop
Method consumer behavior.
8. device according to claim 7, which is characterized in that the correcting module includes：
Unit is reduced, for when consumer behavior of the user in the unmanned shop is the illegal consumer behavior, drop
The credit rating of the low user；
First maintains to improve unit, is the legal consumption row for the consumer behavior in the user in the unmanned shop
For when, maintain or improve the credit rating of the user.
9. device according to claim 8, which is characterized in that described first maintains raising unit to be specifically used for：Described
When consumer behavior of the user in the unmanned shop is the legal consumer behavior, the legal consumer behavior of the user is counted
Always continue number；Judge the legal consumer behavior of the user always continues whether number is more than preset reference threshold value；It is if big
In improving the credit rating of the user；If being less than, the credit rating of the user is maintained.
10. a kind of electronic equipment, which is characterized in that including：
At least one processor；And
The memory being connected at least one processor communication；Wherein,
The memory storage has the instruction that can be performed by least one processor, and described instruction is by least one place
It manages device to perform, so that at least one processor is able to carry out method described in any one of claim 1 to 5.
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| Application Number | Priority Date | Filing Date | Title |
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| CN201711483340.4A CN108052928A (en) | 2017-12-29 | 2017-12-29 | A kind of user credit degree evaluation method, device and electronic equipment |
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| CN201711483340.4A CN108052928A (en) | 2017-12-29 | 2017-12-29 | A kind of user credit degree evaluation method, device and electronic equipment |
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Cited By (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN109146499A (en) * | 2018-09-05 | 2019-01-04 | 深圳正品创想科技有限公司 | User credit method of adjustment and its device, block chain node based on block chain |
| CN109697787A (en) * | 2018-12-29 | 2019-04-30 | 泸州元能电子科技有限公司 | A kind of settlement method of Intelligent cargo cabinet, device, terminal and storage medium |
| CN110458657A (en) * | 2019-07-29 | 2019-11-15 | 南京硅基智能科技有限公司 | A kind of noninductive method of payment and system |
-
2017
- 2017-12-29 CN CN201711483340.4A patent/CN108052928A/en active Pending
Cited By (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN109146499A (en) * | 2018-09-05 | 2019-01-04 | 深圳正品创想科技有限公司 | User credit method of adjustment and its device, block chain node based on block chain |
| CN109697787A (en) * | 2018-12-29 | 2019-04-30 | 泸州元能电子科技有限公司 | A kind of settlement method of Intelligent cargo cabinet, device, terminal and storage medium |
| CN110458657A (en) * | 2019-07-29 | 2019-11-15 | 南京硅基智能科技有限公司 | A kind of noninductive method of payment and system |
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