CN108805644A - The commercial articles vending method and machine for vending of machine for vending - Google Patents
The commercial articles vending method and machine for vending of machine for vending Download PDFInfo
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- CN108805644A CN108805644A CN201810271959.7A CN201810271959A CN108805644A CN 108805644 A CN108805644 A CN 108805644A CN 201810271959 A CN201810271959 A CN 201810271959A CN 108805644 A CN108805644 A CN 108805644A
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Classifications
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- 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]
- G06Q30/0623—Item investigation
- G06Q30/0625—Directed, with specific intent or strategy
- G06Q30/0627—Directed, with specific intent or strategy using item specifications
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- G—PHYSICS
- G07—CHECKING-DEVICES
- G07F—COIN-FREED OR LIKE APPARATUS
- G07F11/00—Coin-freed apparatus for dispensing, or the like, discrete articles
Abstract
The invention discloses the commercial articles vending methods and machine for vending of a kind of machine for vending.Wherein, this method includes：Machine for vending obtains the first voice messaging of target object；Machine for vending obtains the first identification content corresponding with the first voice messaging；Machine for vending identifies that content determines the requested merchandise news of target object according to first；Machine for vending exports commodity corresponding with merchandise news.The technical issues of scheme of selling that the present invention solves machine for vending in the related technology needs to be manually operated, influence user experience.
Description
Technical field
The present invention relates to self-service machine for vending fields, in particular to a kind of commercial articles vending method of machine for vending and dealer
Sell machine.
Background technology
Current machine for vending existing on the market sells scheme and generally goes to select corresponding commodity and complete by manual operation
Delivery operation, step is relatively complicated, influences user experience.
For above-mentioned problem, currently no effective solution has been proposed.
Invention content
An embodiment of the present invention provides the commercial articles vending methods and machine for vending of a kind of machine for vending, at least to solve related skill
The technical issues of scheme of selling of machine for vending needs to be manually operated, influence user experience in art.
One side according to the ... of the embodiment of the present invention provides a kind of commercial articles vending method of machine for vending, including：Machine for vending
Obtain the first voice messaging of target object；Machine for vending obtains the first identification content corresponding with the first voice messaging；Machine for vending
Identify that content determines the requested merchandise news of target object according to first；Machine for vending exports commodity corresponding with merchandise news.
Optionally, before machine for vending exports commodity corresponding with merchandise news, the above method further includes：Machine for vending shows quotient
Product information；Machine for vending receives the second voice messaging of target object；Machine for vending obtains the second identification content of the second voice messaging；
Machine for vending based on second identification content from the commodity corresponding to merchandise news, selection target commodity, and using end article as
The commodity of machine for vending output.
Optionally, before the second voice messaging of machine for vending reception target object, method further includes：Machine for vending generates voice
Prompt message, wherein the information of voice prompt is for prompting whether target object buys end article.
Optionally, machine for vending displaying merchandise news includes：The first corresponding items list of identification content of machine for vending displaying and/
Or the description information of the commodity in the items list, wherein items list includes same class corresponding with the first identification content
The commodity of type.
Optionally, description information includes at least one of：The life of the information of tracing to the source, the term of validity of commodity, commodity of commodity
Produce the date.
Before machine for vending obtains the first voice messaging of target object, method further includes：Sell machine testing predeterminable area model
It whether there is target object in enclosing；Detecting that machine for vending obtains target object there are when target object within the scope of predeterminable area
Biological information, and biological information is sent to server, wherein biological information is for verifying target object
Identity；Machine for vending receives verification result of the server to biological information.
Optionally, biological information includes at least one of：The voiceprint of target object, the face of target object
Image information.
Optionally, verification result, including：It is total according to the verification result of voiceprint and the verification result of facial image information
With the verification result determined.
Optionally, the first voice messaging of machine for vending acquisition target object includes：Machine for vending receives what user terminal was sent
First voice messaging, and the requested merchandise news of caching of target object；Machine for vending exports commodity bundle corresponding with merchandise news
It includes：Machine for vending obtains the distance between user terminal and machine for vending, and when distance is less than predetermined threshold value, output and caching
The corresponding commodity of merchandise news.
Optionally, before machine for vending exports commodity corresponding with merchandise news, method further includes：Machine for vending is by merchandise news
It is sent to server；Machine for vending receives the confirmation instruction of server, wherein and confirmation instruction is used to trigger output commodity, also,
Instruction is confirmed from the interlock account with target object, to deduct the instruction sent out after virtual resource corresponding with commodity.
Optionally, the method further includes：When machine for vending determines merchandise news requested there is no target object, obtain
Existing merchandise news in the machine for vending adjacent with machine for vending, and there are the requested quotient of target object in having merchandise news
When product information, the location information of the machine for vending adjacent with machine for vending is shown to target object.
Other side according to the ... of the embodiment of the present invention provides a kind of machine for vending, including：Voice capture device and industry control
Machine；Wherein, voice capture device, for obtaining the first voice messaging；Industrial personal computer, it is corresponding with the first voice messaging for obtaining
First identification content, and identify that content determines the requested merchandise news of target object according to first；And it generates for controlling
The instruction of output commodity corresponding with merchandise news.
Another aspect according to the ... of the embodiment of the present invention provides a kind of commercial articles vending device of machine for vending, including：First
Acquisition module, the first voice messaging for obtaining target object；Second acquisition module, for obtaining and the first voice messaging pair
The the first identification content answered；Determining module, for identifying that content determines the requested merchandise news of target object according to first；It is defeated
Go out module, for exporting commodity corresponding with merchandise news.
Another aspect according to the ... of the embodiment of the present invention provides a kind of storage medium, which includes storage
Program, wherein equipment where controlling storage medium when program is run executes the commercial articles vending method of above-described machine for vending.
Another aspect according to the ... of the embodiment of the present invention provides a kind of processor, which is used to run program,
In, program executes the commercial articles vending method of above-described machine for vending when running.
Another aspect according to the ... of the embodiment of the present invention provides a kind of machine for vending, including：Image collecting device, voice
Collecting device and industrial personal computer；Wherein, image collecting device, the biological information for acquiring target object, and will be biological special
Reference breath is sent to industrial personal computer, wherein biological information is used to verify the identity of target object；Voice capture device is used for
Obtain the first voice messaging；Industrial personal computer is verified for receiving verification result of the server to identity in verification result instruction
When, the first voice messaging according to voice capture device acquisition determines the requested merchandise news of target object, and generates use
The instruction of commodity corresponding with merchandise news is exported in control machine for vending.
In embodiments of the present invention, by the way of exporting corresponding commodity according to speech recognition technology control machine for vending,
Achieve the purpose that buying commodity by voice realizes in addition, by the combination of voice and image recognition technology and sell wisdom
The vending method of energyization, improves the technique effect of user experience, and then the scheme of selling for solving machine for vending in the related technology needs
The technical issues of being manually operated, influencing user experience.
Description of the drawings
Attached drawing described herein is used to provide further understanding of the present invention, and is constituted part of this application, this hair
Bright illustrative embodiments and their description are not constituted improper limitations of the present invention for explaining the present invention.In the accompanying drawings：
Fig. 1 a are the structural schematic diagrams according to a kind of machine for vending of the embodiment of the present application；
Fig. 1 b are the structural schematic diagrams according to another machine for vending of the embodiment of the present application；
Fig. 2 is a kind of flow chart of the commercial articles vending method of machine for vending according to the ... of the embodiment of the present invention；
Fig. 3 is a kind of structure diagram of the commercial articles vending device of machine for vending according to the ... of the embodiment of the present invention.
Specific implementation mode
In order to enable those skilled in the art to better understand the solution of the present invention, below in conjunction in the embodiment of the present invention
Attached drawing, technical scheme in the embodiment of the invention is clearly and completely described, it is clear that described embodiment is only
The embodiment of a part of the invention, instead of all the embodiments.Based on the embodiments of the present invention, ordinary skill people
The every other embodiment that member is obtained without making creative work should all belong to the model that the present invention protects
It encloses.
It should be noted that term " first " in description and claims of this specification and above-mentioned attached drawing, "
Two " etc. be for distinguishing similar object, without being used to describe specific sequence or precedence.It should be appreciated that using in this way
Data can be interchanged in the appropriate case, so as to the embodiment of the present invention described herein can in addition to illustrating herein or
Sequence other than those of description is implemented.In addition, term " comprising " and " having " and their any deformation, it is intended that cover
It includes to be not necessarily limited to for example, containing the process of series of steps or unit, method, system, product or equipment to cover non-exclusive
Those of clearly list step or unit, but may include not listing clearly or for these processes, method, product
Or the other steps or unit that equipment is intrinsic.
First, the part noun or term occurred during the embodiment of the present application is described is suitable for following solution
It releases：
Vocal print：The sound wave spectrum for the carrying verbal information that electroacoustics instrument is shown.
Pixel：It is the least unit that can be shown on computer screen, for indicating the unit of image, referring to can show
Horizontal and vertical pixel array, the pixel in screen is more, and the resolution ratio of picture is higher, and image is finer and smoother and forces
Very；Pixel：Refer to the numerical value of pixel.
Binaryzation：Refer to the picture shot to camera, most of is coloured image, and coloured image information contained amount is huge
Greatly, for the content of picture, it can simply be divided into foreground and background, first cromogram is handled, picture is made there was only foreground
Information and background information, it is black that can simply define foreground information, and background information is white, and here it is binary pictures.
CNN：Convolutional neural networks refer to the operation described to input picture, and one group of output describes point of picture material
Class or the probability of classification, i.e., be identified the image of input, to export the probability of the object in image；Pass through a series of convolution
Level builds up more abstract concept, including establishes multiple neurons, and establishes corresponding input layer and output layer, thus will
The node of input is constantly associated with by neuron, obtains optimization object, generally will include convolutional layer, filter layer, by preceding to biography
Lead, loss function, backward conduction and function update are used as a learning cycle, to each trained picture, program will repeat solid
Fixed number purpose periodic process, to continue to optimize trained learning outcome.
To scheme to search figure：Refer to being ranked up to result by deep learning, and pass through user record after getting image
Triple data (inquiry picture, click picture and do not click on picture) the sequence loss function that carrys out training pattern, to obtain
Ranking results, after inputting an image, model can detect main body automatically, and it is related right to be then discharged according to ranking score height
The result of elephant.
Transfer learning：Essence is images match, is applied model in every field by transfer learning, specifically data
The vector representation X of picture in library is moved to by linear transformation on the image X1 in other field, by quoting random Fourier
Migration transformation is changed into nonlinear function, the image then needed by function.
Naive Bayesian：It is to show a pictures, can be classified with returning an object value, using picture recognition as a simple state
Degree, to obtain corresponding object.
Deep learning：It is a kind of based on the method for carrying out representative learning to data in machine learning, concept is derived from artificial god
Research through network, motivation are that foundation, simulation human brain carry out the neural network of analytic learning, and the mechanism that it imitates human brain is come
Explain data, such as image, sound and text.By combine low-level feature formed it is more abstract it is high-rise indicate attribute classification or
Feature, to find that the distributed nature of data indicates, the multilayer perceptron containing more hidden layers is exactly a kind of deep learning structure.
KNN algorithms：If the k in feature space most like samples (i.e. closest in feature space) of a sample
In it is most of belong to some classification, then the sample also belongs to this classification.In KNN algorithms, selected neighbours are
Object through correctly classifying.
In the related technology, self-service machine for vending generally requires to be manually operated when selling goods, in addition, past in the related technology
It is paid toward using mobile terminals such as mobile phones, it, may not skilled operation intelligence if user is the elderly either child
Energy mobile phone, when buying commodity it is possible that various problems, influence its experience.Existing this machine for vending sell scheme for
The interactive learning cost of user is also higher.To solve the above problems, the embodiment of the present application provides corresponding solution, below
It is described in detail.
Fig. 1 a are the structural schematic diagrams according to a kind of machine for vending of the embodiment of the present application.As shown in Figure 1a, the machine for vending packet
It includes：Voice capture device 10 and industrial personal computer 12；Wherein, voice capture device 10, for obtaining the first voice messaging；Industrial personal computer
12, identify that content determines target object for obtaining the first identification content corresponding with the first voice messaging, and according to first
Requested merchandise news；And it generates for controlling the instruction for exporting commodity corresponding with merchandise news.Wherein, voice collecting is set
Standby including but not limited to microphone etc..
Fig. 1 b are according to the structural schematic diagram of another machine for vending of the embodiment of the present application, as shown in Figure 1 b, the machine for vending
Including：Image collecting device 14, voice capture device 10 and industrial personal computer 12；Wherein, image collecting device 14, for acquiring target
The biological information of object, and biological information is sent to industrial personal computer 12, wherein biological information is for verifying mesh
Mark the identity of object；Voice capture device 10, for obtaining the first voice messaging；Industrial personal computer 12, for receiving server to body
The verification result of part, when verification result instruction is verified, the first voice messaging acquired according to voice capture device 10 is true
The requested merchandise news of the object that sets the goal, and generate the finger that commodity corresponding with merchandise news are exported for controlling machine for vending
It enables.
Machine for vending in Fig. 1 a or Fig. 1 b can connect or be electronically connected to one or more servers via data network,
Such as security server, Resource Server, game server, speech recognition server etc..In a kind of alternative embodiment, above-mentioned number
Can be LAN connection, wide area network connection, internet connection or the connection of other kinds of data network according to network connection.Dealer
The machine of selling can be executed to be connected to the network service by a server (such as security server) or the execution of one group of server.Net
Network server is network-based user service, such as social networks, cloud resource, Email, on-line payment or other are online
Using.
According to embodiments of the present invention, a kind of embodiment of the method for the commercial articles vending method of machine for vending, this method are additionally provided
It can run in machine for vending shown in Fig. 1, it should be noted that step shown in the flowchart of the accompanying drawings can be at such as one group
It is executed in the computer system of computer executable instructions, although also, logical order is shown in flow charts, at certain
It, can be with the steps shown or described are performed in an order that is different from the one herein in the case of a little.
Fig. 2 is a kind of flow chart of the commercial articles vending method of machine for vending according to the ... of the embodiment of the present invention.As shown in Fig. 2, should
Method includes：
Step S202, machine for vending obtain the first voice messaging of target object；
As an alternative embodiment, machine for vending can receive corresponding voice messaging from user terminal in advance, so as to
ETCD estimated time of commencing discharging is saved, such as：Machine for vending receives the first voice messaging that user terminal is sent, and caching of target object is requested
Merchandise news；Machine for vending exports commodity corresponding with merchandise news：Machine for vending obtains between user terminal and machine for vending
Distance, and when distance is less than predetermined threshold value, export commodity corresponding with the merchandise news of caching.Predetermined threshold value can basis
Actual conditions are flexibly set, for example, 0.5 meter, 1 meter, 2 meters etc..It should be noted that when realizing that saving is sold using the means
Between purpose when, to ensure safety, authentication, specific authentication can be carried out according to facial image information or voiceprint
Method can be in following detailed description, and details are not described herein again.
Above-mentioned target object includes but not limited to：User.In one alternate embodiment, to avoid machine for vending false triggering,
Before the first voice messaging that machine for vending obtains target object, machine for vending, which can also detect within the scope of predeterminable area, whether there is
Target object, wherein detecting that the biology that machine for vending obtains target object is special there are when target object within the scope of predeterminable area
Reference ceases, and the biological information is sent to server, wherein above-mentioned biological information is for verifying target object
Identity；Machine for vending receives verification result of the server to the biological information.Above-mentioned biological information includes but unlimited
It is one or more in following information：The acoustic feature (such as voiceprint) of facial feature image, iris image, voice
Deng.Based on above-mentioned processing procedure, machine for vending can acquire mesh after detecting within the scope of above-mentioned predeterminable area there are target object
The biological characteristic for marking object, to avoid maloperation, waste of resource.
In another embodiment, it can also detect that triggering obtains there are when target object within the scope of predeterminable area
First voice messaging, such as triggering start voice acquisition module, or triggering is that voice acquisition module is powered, so that voice collecting
Module can work normally.
Wherein, in above-mentioned predeterminable area ranging from machine for vending corresponding detection module effective detection zone, for example, infrared inspection
Detection zone, the detection zone of ultrasound examination module of module are surveyed, in another example, it can also be phase of the machine for vending with target object
The regional extent determined when adjusting the distance less than predetermined threshold value.
To enhance safety, before the first voice messaging that machine for vending obtains target object, machine for vending obtains target pair
The biological information of elephant, and biological information is sent to server, wherein biological information is for verifying target pair
The identity of elephant；Machine for vending receives verification result of the server to biological information；Wherein, it is verified in verification result instruction
When, obtain the first voice messaging.Wherein, above-mentioned biological information includes at least one of：The voiceprint of target object,
The facial image information of target object.It can utilize in the voiceprint of target object and the facial image information of target object
One of user is verified, authentication can also be carried out using above-mentioned two category information simultaneously, can be with for the latter
The verification result determined jointly according to the verification result of voiceprint and the verification result of facial image information.Wherein, above-mentioned to test
Card process can also be carried out selling pusher side.
It should be noted that the classification in the embodiment of the present application for the face-image of shooting does not limit, including but not
It is limited to：Black white image (gray level image), coloured image (RGB image).When analyzing image, can be handled according to binary image
Mode analyzes the information in image, specifically, in analysis, it can be to the pixel in multiple pixels in image and pre-stored image
Point is compared, to determine whether present image consistent with pre-stored image.
It is alternatively possible to the identity information of user is determined in the following manner, but not limited to this：According to facial image information
The identity information for determining the user using the machine for vending, using user images as the input of preset model, to determine that user schemes
As corresponding identity information, wherein above-mentioned preset model is to pass through machine learning using the multi-group data in presetting database
What training obtained, every group of data in presetting database in multi-group data include：User's face image and and user's face
The corresponding identity information of image.For example, realizing the training to above-mentioned preset model using deep learning or KNN algorithms.
Wherein it is possible to using CNN algorithms, the facial image features of target object are extracted from the image information taken
Image can be input in neural network by information in extraction, with by corresponding neuron, and according to the pre- of neuron
If function (such as Sigmoid functions) determines characteristics of image and image feature maps, to according to determining Feature Mapping, output face
Multiple features of portion's image.
In addition, when analyzing image, deep learning may be used, establish preset model and then secondary carry out user identity
When feature and user characteristics extract, figure similar with current taken image in the method search database to scheme to search figure can be utilized
Picture, to determine user identity, further, it is also possible to which the facial image features for being extracted target object using NB Algorithm are believed
Breath.
Step S204, machine for vending obtain the first identification content corresponding with the first voice messaging；
Wherein, acquisition modes include but not limited to：It is obtained from local acquisition, or from server.It specifically, can be by
One voice messaging is identified as corresponding text information, is then based on the text information and determines corresponding commodity.
Step S206, machine for vending identify that content determines the requested merchandise news of target object according to first；
The merchandise news includes but not limited to the merchandise news of one or more commodity, for example, can include but is not limited to
It is at least one lower:Commodity ID, commodity image, descriptive labelling information etc..
Step S208, machine for vending export commodity corresponding with merchandise news.
When merchandise news includes multiple commodity, it is also necessary to user selects corresponding commodity from multiple commodity, specifically,
Before machine for vending exports commodity corresponding with merchandise news, following processing step can also be performed：Machine for vending shows merchandise news；
Machine for vending receives the second voice messaging of target object；Machine for vending obtains the second identification content of the second voice messaging；Machine for vending
Based on the second identification content from the commodity corresponding to merchandise news, selection target commodity, and using end article as machine for vending
The commodity of output.Include but not limited in above-mentioned second voice messaging:Voice content for selecting some commodity.
Wherein, the displaying of above-mentioned merchandise news includes but not limited to：It is shown by display screen, voice can also be shown as and broadcast
It puts and states merchandise news.For the former, aforementioned display device is the display screen being arranged in machine for vending, and the display screen includes but not
It is limited to the liquid crystal display (LCD) of touch-screen type, which may make user (or mobile with terminal 10
Equipment) user interface interact.
It can before the second voice messaging that machine for vending receives target object as the alternative embodiment of the application
To prompt user to carry out next step operation, such as：Machine for vending generates information of voice prompt, wherein the information of voice prompt is used for
Whether prompt target object buys end article.
As another alternative embodiment, machine for vending displaying merchandise news can include but is not limited to following implementations：
The description information of the corresponding items list of machine for vending displaying the first identification content and/or the commodity in the items list, wherein quotient
Product list includes same type of commodity corresponding with the first identification content.Wherein, description information includes at least one of：
The information of tracing to the source of commodity, the date of manufacture of the term of validity of commodity, commodity.Wherein, the acquisition modes of foregoing description information include but
It is not limited to：Above-mentioned items list is sent to server by machine for vending；And receive the foregoing description information of server feedback.Using upper
Means are stated, user can neatly select suitable commodity.It include but not limited to the purchase of commodity in above-mentioned first identification content
Buy request.
When buying commodity using speech recognition technology, machine for vending can realize the payment flow of commodity automatically, for example,
Before output commodity corresponding with merchandise news, merchandise news is sent to server by machine for vending；Machine for vending receives server
Confirm instruction, and output commodity are instructed according to confirming, wherein confirms instruction from the interlock account with target object, to deduct
The instruction sent out after virtual resource corresponding with commodity.The virtual resource includes but not limited to the amount of money in electronic account.
As another optional embodiment, to avoid the commodity shortage due to machine for vending local from influencing user experience
Following processing step can also be performed in problem, but not limited to this：Machine for vending determines that there is no the requested commodity letters of target object
When breath, the existing merchandise news in the machine for vending adjacent with machine for vending is obtained, and there are target objects in having merchandise news
When requested merchandise news, the location information of the machine for vending adjacent with machine for vending is shown to target object.Wherein, in displaying position
When confidence ceases, the programme path for reaching location information can also be shown.Wherein, above-mentioned determination process includes but not limited to：It determines
Machine for vending locally whether there is above-mentioned merchandise news in commodity on sale；Alternatively, determining the network side equipment (example being connect with machine for vending
Such as server) in whether there is above-mentioned merchandise news.
It is described in detail below in conjunction with a concrete application scene.Wherein, the camera shooting for supporting recognition of face is installed on machine for vending
Head, carries out the acquisition of facial information, and machine for vending is provided with microphone to acquire voice, needs user oneself before the purchase is made
Or complete to register by others, and the stored value card of oneself is associated with account,
Such as：User can carry out associated user's registration by face identification functions, and by personal facial information and appoint
One stored value card of meaning is associated, if the facial information of old man can be associated on the stored value card of child, the face of child
Information can be associated with the stored value card of guardian, be conducive to child in this way and old man buys relevant commodity.
When user is close to machine for vending, the facial information of the camera acquisition user on machine for vending simultaneously feeds back facial information
To server, server is compared and analyzes, if to register user, if it is not, voice prompt user registers, such as
Fruit is that registration user then carries out voice prompt and logins successfully, and into the link of purchase commodity, user is sent out by voice to machine for vending
Go out purchase request, machine for vending receives purchase request, and carries out semantic analysis and obtain the commodity of related purchase request, and is illustrated in
On machine for vending with screen, and voice is sent out, whether PLSCONFM " is bought ", and user, which confirms, to be bought, and is serviced
Device can be handled after receiving purchase request and complete, with after the auto deduction of the account number of user-association, to complete shipment.
In another example：
By face, either fingerprint or red film are associated user with the electronics account number wallet of itself, and user is in machine for vending
The front and back facial information that user is acquired by camera, is then sent to industrial personal computer by facial information, and industrial personal computer is by facial information
It is sent to server, server compares and analyzes, and has analysed whether to store registration user information, if so, then server
Information being logined successfully by industrial personal computer, voice being converted by voice module, user is prompted to by microphone；User passes through
Voice sends out purchase request such as " I will buy Yoghourt ", and machine for vending receives purchase request by microphone, and purchase request is logical
It crosses voice module and is converted into relevant instruction, industrial personal computer, which receives, to be instructed and send an instruction to electronic control module, electric control module controls
Display screen shows that the required product list bought, user pass through voice selecting oneself by the items list of display screen display
The commodity of purchase, microphone receive voice, and the instruction of industrial personal computer identification is converted by voice module, and industrial personal computer will confirm that purchase
It buys instruction and is sent to payment module (can be the module in server), payment module control and the associated stored value card of face are certainly
Dynamic to withhold, payment module will pay successfully instruction and be sent to industrial personal computer, and industrial personal computer controls relevant mechanical equipment and carries out shipment,
Entire purchasing process is completed.
Technical solution disclosed by the invention passes through relevant image recognition technology such as face, iris, fingerprint, voice recognition
User identity, then sends out purchase request by voice, and the commodity bought by voice selecting oneself after confirming purchase, are bought to resell
The machine of selling is automatically performed the flow withholdd with shipment, this process is very intelligent, reduces the cost of many user's study, also eliminates
The step of being paid using mobile terminal, it is very convenient, improve user experience.
It should be noted that for each method embodiment above-mentioned, for simple description, therefore it is all expressed as a series of
Combination of actions, but those skilled in the art should understand that, the present invention is not limited by the described action sequence because
According to the present invention, certain steps can be performed in other orders or simultaneously.Secondly, those skilled in the art should also know
It knows, embodiment described in this description belongs to preferred embodiment, and involved action and module are not necessarily of the invention
It is necessary.
Through the above description of the embodiments, those skilled in the art can be understood that according to above-mentioned implementation
The method of example can add the mode of required general hardware platform to realize by software, naturally it is also possible to by hardware, but it is very much
In the case of the former be more preferably embodiment.Based on this understanding, technical scheme of the present invention is substantially in other words to existing
The part that technology contributes can be expressed in the form of software products, which is stored in a storage
In medium (such as ROM/RAM, magnetic disc, CD), including some instructions are used so that a station terminal equipment (can be mobile phone, calculate
Machine, server or network equipment etc.) execute method described in each embodiment of the present invention.
One of ordinary skill in the art will appreciate that all or part of step in the various methods of above-described embodiment is can
To be completed come command terminal device-dependent hardware by program, which can be stored in a computer readable storage medium
In, storage medium may include：Flash disk, read-only memory (Read-Only Memory, ROM), random access device (Random
Access Memory, RAM), disk or CD etc..
Fig. 3 is a kind of structure diagram of the commercial articles vending device of machine for vending according to the ... of the embodiment of the present invention.The device is used for
Realize the commercial articles vending method of above-mentioned machine for vending.As shown in figure 3, the device includes：First acquisition module 30, for obtaining target
First voice messaging of object；Second acquisition module 32, for obtaining the first identification content corresponding with the first voice messaging；Really
Cover half block 34, for identifying that content determines the requested merchandise news of target object according to first；Output module 36, for exporting
Commodity corresponding with merchandise news.
It should be noted that above-mentioned modules can be software or hardware module, for the latter, can show as following
Way of realization, but not limited to this：The mode of above-mentioned modules in any combination is located in different processors；Alternatively, above-mentioned
Modules are located in same processor.
Another aspect according to the ... of the embodiment of the present invention provides a kind of storage medium, which includes storage
Program, wherein equipment where controlling storage medium when program is run executes the commercial articles vending method of above-described machine for vending.
Storage medium is used to store the program for executing following functions：Machine for vending obtains the first voice messaging of target object；
Machine for vending obtains the first identification content corresponding with the first voice messaging；Machine for vending identifies that content determines target object according to first
Requested merchandise news；Machine for vending exports commodity corresponding with merchandise news.
Optionally, storage medium can be also used for the program that storage executes following functions：Machine for vending shows merchandise news；Dealer
Sell the second voice messaging that machine receives target object；Machine for vending obtains the second identification content of the second voice messaging；Machine for vending base
In the second identification content from the commodity corresponding to merchandise news, selection target commodity, and it is defeated using end article as machine for vending
The commodity gone out.
Another aspect according to the ... of the embodiment of the present invention provides a kind of processor, which is used to run program,
In, program executes the commercial articles vending method of above-described machine for vending when running.
Processor is used to execute the program of following functions：Machine for vending obtains the first voice messaging of target object；Machine for vending
Obtain the first identification content corresponding with the first voice messaging；Machine for vending identifies that content determines that target object is asked according to first
Merchandise news；Machine for vending exports commodity corresponding with merchandise news.
Optionally, processor can be also used for executing the program of following functions：Machine for vending shows merchandise news；Machine for vending connects
Receive the second voice messaging of target object；Machine for vending obtains the second identification content of the second voice messaging；Machine for vending is based on second
Content is identified from the commodity corresponding to merchandise news, selection target commodity, and the quotient that end article is exported as machine for vending
Product.
The embodiments of the present invention are for illustration only, can not represent the quality of embodiment.
In the above embodiment of the present invention, all emphasizes particularly on different fields to the description of each embodiment, do not have in some embodiment
The part of detailed description may refer to the associated description of other embodiment.
In several embodiments provided herein, it should be understood that disclosed technology contents can pass through others
Mode is realized.Wherein, the apparatus embodiments described above are merely exemplary, for example, the unit division, only
A kind of division of logic function, formula that in actual implementation, there may be another division manner, such as multiple units or component can combine or
Person is desirably integrated into another system, or some features can be ignored or not executed.Another point, shown or discussed is mutual
Between coupling, direct-coupling or communication connection can be INDIRECT COUPLING or communication link by some interfaces, unit or module
It connects, can be electrical or other forms.
The unit illustrated as separating component may or may not be physically separated, aobvious as unit
The component shown may or may not be physical unit, you can be located at a place, or may be distributed over multiple
In network element.Some or all of unit therein can be selected according to the actual needs to realize the mesh of this embodiment scheme
's.
In addition, each functional unit in each embodiment of the present invention can be integrated in a processing unit, it can also
It is that each unit physically exists alone, it can also be during two or more units be integrated in one unit.Above-mentioned integrated list
The form that hardware had both may be used in member is realized, can also be realized in the form of SFU software functional unit.
If the integrated unit is realized in the form of SFU software functional unit and sells or use as independent product
When, it can be stored in a computer read/write memory medium.Based on this understanding, technical scheme of the present invention is substantially
The all or part of the part that contributes to existing technology or the technical solution can be in the form of software products in other words
It embodies, which is stored in a storage medium, including some instructions are used so that a computer
Equipment (can be personal computer, server or network equipment etc.) execute each embodiment the method for the present invention whole or
Part steps.And storage medium above-mentioned includes：USB flash disk, read-only memory (ROM, Read-Only Memory), arbitrary access are deposited
Reservoir (RAM, Random Access Memory), mobile hard disk, magnetic disc or CD etc. are various can to store program code
Medium.
The above is only a preferred embodiment of the present invention, it is noted that for the ordinary skill people of the art
For member, various improvements and modifications may be made without departing from the principle of the present invention, these improvements and modifications are also answered
It is considered as protection scope of the present invention.
Claims (10)
1. a kind of commercial articles vending method of machine for vending, which is characterized in that including：
Machine for vending obtains the first voice messaging of target object；
The machine for vending obtains the first identification content corresponding with first voice messaging；
The machine for vending determines the requested merchandise news of the target object according to the first identification content；
The machine for vending exports commodity corresponding with the merchandise news.
2. according to the method described in claim 1, it is characterized in that, the machine for vending exports quotient corresponding with the merchandise news
Before product, the method further includes：
The machine for vending shows the merchandise news；
The machine for vending receives the second voice messaging of the target object；
The machine for vending obtains the second identification content of second voice messaging；
The machine for vending identifies content from the commodity corresponding to the merchandise news based on described second, selection target commodity,
And the commodity for exporting the end article as the machine for vending.
3. according to the method described in claim 1, it is characterized in that, machine for vending acquisition is corresponding with first voice messaging
First identification content before, the method further includes：
Described sell whether there is the target object within the scope of machine testing predeterminable area；
Detecting that the machine for vending obtains the target object there are when the target object within the scope of the predeterminable area
Biological information, and the biological information is sent to server, wherein the biological information is for verifying institute
State the identity of target object；
The machine for vending receives verification result of the server to the biological information.
4. according to the method described in claim 3, it is characterized in that,
The biological information includes：The facial image information of the voiceprint of the target object and the target object；
The verification result includes：It is jointly true according to the verification result of the voiceprint and the verification result of the facial image information
Fixed verification result.
5. according to the method described in claim 1, it is characterized in that, machine for vending obtains the first voice messaging packet of target object
It includes：
The machine for vending receives first voice messaging that user terminal is sent, and caches the requested quotient of the target object
Product information；
The machine for vending exports commodity corresponding with the merchandise news：The machine for vending obtains the user terminal and institute
The distance between machine for vending is stated, and when the distance is less than predetermined threshold value, exports quotient corresponding with the merchandise news of caching
Product.
6. according to the method described in claim 1, it is characterized in that, the machine for vending exports quotient corresponding with the merchandise news
Before product, the method further includes：
The merchandise news is sent to server by the machine for vending；
The machine for vending receives the confirmation instruction of the server, wherein confirmation instruction exports the commodity, institute for triggering
Confirmation instruction is stated from the interlock account of the target object, to be sent out after deduction virtual resource corresponding with the commodity
Instruction.
7. a kind of commercial articles vending method of machine for vending, which is characterized in that including：
Machine for vending obtains the biological information of target object, and the biological information is sent to server, wherein institute
State identity of the biological information for verifying the target object；
The machine for vending receives verification result of the server to the identity；
When verification result instruction is verified, the machine for vending obtains the first voice messaging of the target object；
The machine for vending determines the requested merchandise news of the target object according to first voice messaging；
The machine for vending exports commodity corresponding with the merchandise news.
8. the method according to the description of claim 7 is characterized in that the machine for vending exports quotient corresponding with the merchandise news
Before product, the method further includes：
The merchandise news is sent to server by the machine for vending；
The machine for vending receives the confirmation instruction of the server, wherein confirmation instruction exports the commodity, institute for triggering
Confirmation instruction is stated from the interlock account of the target object, to be sent out after deduction virtual resource corresponding with the commodity
Instruction.
9. a kind of machine for vending, which is characterized in that including：Voice capture device and industrial personal computer；Wherein,
The voice capture device, for obtaining the first voice messaging；
The industrial personal computer identifies content for obtaining corresponding with first voice messaging first, and according to described first
Identification content determines the requested merchandise news of target object；And it generates and exports quotient corresponding with the merchandise news for controlling
The instruction of product.
10. a kind of machine for vending, which is characterized in that including：Image collecting device, voice capture device and industrial personal computer；Wherein,
Described image harvester, the biological information for acquiring target object, and the biological information is sent
To industrial personal computer, wherein the biological information is used to verify the identity of the target object；
The voice capture device, for obtaining the first voice messaging；
The industrial personal computer, the verification result for receiving server to the identity are verified in verification result instruction
When, first voice messaging according to voice capture device acquisition determines the requested commodity letter of the target object
Breath, and generate the instruction that commodity corresponding with the merchandise news are exported for controlling machine for vending.
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| CN201810271959.7A CN108805644A (en) | 2018-03-29 | 2018-03-29 | The commercial articles vending method and machine for vending of machine for vending |
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Cited By (6)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN109658191A (en) * | 2018-12-20 | 2019-04-19 | 中南大学 | A kind of member's purchase system and method based on language identification and recognition of face |
| CN109817217A (en) * | 2019-01-17 | 2019-05-28 | 深圳壹账通智能科技有限公司 | Self-service based on speech recognition peddles method, apparatus, equipment and medium |
| CN109859378A (en) * | 2019-01-28 | 2019-06-07 | 深兰科技（上海）有限公司 | One kind selling robot |
| CN111192111A (en) * | 2019-12-26 | 2020-05-22 | 广东美的白色家电技术创新中心有限公司 | Product sales data analysis method and terminal equipment |
| CN111415455A (en) * | 2019-01-04 | 2020-07-14 | 上海博泰悦臻电子设备制造有限公司 | Device and method for selling commodities in vehicle |
| CN113436386A (en) * | 2021-06-24 | 2021-09-24 | 上海酒贝乐信息技术有限公司 | Artificial intelligence system that wine machine was sold to intelligence |
Citations (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| JPH0997368A (en) * | 1995-09-30 | 1997-04-08 | Sanyo Electric Co Ltd | Automatic vending machine |
| JP2017162191A (en) * | 2016-03-09 | 2017-09-14 | 株式会社Ｎｔｔドコモ | Management device and commodity providing system |
| CN107248222A (en) * | 2017-06-09 | 2017-10-13 | 深圳正品创想科技有限公司 | A kind of good selling method, device |
| CN107358451A (en) * | 2017-07-17 | 2017-11-17 | 竹间智能科技（上海）有限公司 | A kind of interactive intelligent witch mirror |
| CN206893000U (en) * | 2017-07-07 | 2018-01-16 | 北京尚本科技有限公司 | Multifunctional automatic goods-selling system |
-
2018
- 2018-03-29 CN CN201810271959.7A patent/CN108805644A/en active Pending
Patent Citations (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| JPH0997368A (en) * | 1995-09-30 | 1997-04-08 | Sanyo Electric Co Ltd | Automatic vending machine |
| JP2017162191A (en) * | 2016-03-09 | 2017-09-14 | 株式会社Ｎｔｔドコモ | Management device and commodity providing system |
| CN107248222A (en) * | 2017-06-09 | 2017-10-13 | 深圳正品创想科技有限公司 | A kind of good selling method, device |
| CN206893000U (en) * | 2017-07-07 | 2018-01-16 | 北京尚本科技有限公司 | Multifunctional automatic goods-selling system |
| CN107358451A (en) * | 2017-07-17 | 2017-11-17 | 竹间智能科技（上海）有限公司 | A kind of interactive intelligent witch mirror |
Cited By (6)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN109658191A (en) * | 2018-12-20 | 2019-04-19 | 中南大学 | A kind of member's purchase system and method based on language identification and recognition of face |
| CN111415455A (en) * | 2019-01-04 | 2020-07-14 | 上海博泰悦臻电子设备制造有限公司 | Device and method for selling commodities in vehicle |
| CN109817217A (en) * | 2019-01-17 | 2019-05-28 | 深圳壹账通智能科技有限公司 | Self-service based on speech recognition peddles method, apparatus, equipment and medium |
| CN109859378A (en) * | 2019-01-28 | 2019-06-07 | 深兰科技（上海）有限公司 | One kind selling robot |
| CN111192111A (en) * | 2019-12-26 | 2020-05-22 | 广东美的白色家电技术创新中心有限公司 | Product sales data analysis method and terminal equipment |
| CN113436386A (en) * | 2021-06-24 | 2021-09-24 | 上海酒贝乐信息技术有限公司 | Artificial intelligence system that wine machine was sold to intelligence |
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