CN108197990A - A kind of commodity method for pushing, device and unmanned shop - Google Patents
A kind of commodity method for pushing, device and unmanned shop Download PDFInfo
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- CN108197990A CN108197990A CN201711487059.8A CN201711487059A CN108197990A CN 108197990 A CN108197990 A CN 108197990A CN 201711487059 A CN201711487059 A CN 201711487059A CN 108197990 A CN108197990 A CN 108197990A
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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
- G06Q30/02—Marketing; Price estimation or determination; Fundraising
- G06Q30/0241—Advertisements
- G06Q30/0251—Targeted advertisements
- G06Q30/0269—Targeted advertisements based on user profile or attribute
- G06Q30/0271—Personalized advertisement
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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
- G06Q30/02—Marketing; Price estimation or determination; Fundraising
- G06Q30/0201—Market modelling; Market analysis; Collecting market data
Abstract
The present invention relates to unmanned shop technical field, more particularly to a kind of commodity method for pushing, device and unmanned shop.This method is applied to unmanned shop, and the unmanned shop includes several shelf, and this method includes：The acoustic information of user is obtained, the identity information of the user is determined according to the acoustic information；Obtain location information of the user in the unmanned shop；According to the location information, the level of interest of each shelf is determined, the level of interest includes giving priority to；The commodity on shelf are given priority to according to the identity information to user push.Commodity method for pushing provided in an embodiment of the present invention based on unmanned shop tracks user in the whereabouts track in unmanned shop, can comprehensively understand intention commodity of the user in shopping process, realize the accurate push of commodity comprehensively.
Description
Technical field
The present invention relates to unmanned shop technical field, more particularly to a kind of commodity method for pushing, device and unmanned shop.
Background technology
In order to realize the push of Commdity advertisement, traditional technology generally passes through purchase of the big data analysis consumer in unmanned shop
Record is bought, obtains fancy grade of the consumer to each type of article, to push the high commodity of fancy grade to consumer.
Inventor has found in the implementation of the present invention, determines user to the quotient by the purchaser record of a certain commodity
The fancy grade of product has not been able to consumer behavior of the track of the whole process consumer in unmanned shop, to realize that real-time, comprehensive analysis disappears
The person of expense is to the fancy grade of each type of article, to realize the accurate push of commodity.
Invention content
One purpose of the embodiment of the present invention is intended to provide a kind of commodity method for pushing, device and unmanned shop, is intended to
Solve the technical issues of traditional purchaser record user is not accurate enough by way of user's push hobby commodity.
In order to solve the above technical problems, the embodiment of the present invention provides following technical scheme：
In a first aspect, the embodiment of the present invention provides a kind of commodity method for pushing, applied to unmanned shop, the unmanned quotient
Shop includes several shelf, the method includes：The acoustic information of user is obtained, the user is determined according to the acoustic information
Identity information；Obtain location information of the user in the unmanned shop；According to the location information, determine each described
The level of interest of shelf, the level of interest include giving priority to；It is described excellent to user push according to the identity information
First pay close attention to the commodity on shelf.
Optionally, it is described according to the location information, it determines the level of interest of each shelf, specifically includes：Statistics
The user is in the stay time of each shelf；According to the user in the stay time of each shelf, determine every
The level of interest of a shelf.
Optionally, it is described according to the user in the stay time of each shelf, determine the passes of each shelf
Grade is noted, including：Judge whether the user is more than preset duration in the stay time of each shelf successively；If more than,
Determine the level of interest of the shelf to give priority to；If being less than, determine that the level of interest of the shelf is paid close attention to be secondary.
Optionally, the commodity given priority to according to the identity information to user push on shelf, tool
Body includes：The new corresponding pricing information of commodity of getting in stocks on shelf is given priority to according to the identity information to user's push
With the discount information of existing commodity.
Optionally, the quotient given priority to according to the identity information to user push on corresponding shelf
Product, including：According to the identity information, the history push record of the user is obtained；Determine the history push is in recording
The commodity on shelf are given priority to described in no presence；The commodity on corresponding shelf are given priority to if being not present, described in push；If it deposits
The history purchase inventory in preset time period is being obtained, is judging that history purchase inventory gives priority to pair with the presence or absence of described
Answer the commodity on shelf；If in the presence of the commodity on corresponding shelf are given priority to described in push；If being not present, stop described in push
Give priority to the commodity on corresponding shelf.
In second aspect, the embodiment of the present invention provides a kind of commodity pusher, applied to unmanned shop, the unmanned quotient
Shop includes several shelf, and described device includes：First acquisition module, for obtaining the acoustic information of user, according to the sound
Message breath determines the identity information of the user；Second acquisition module, for obtaining the user in the position in the unmanned shop
Confidence ceases；Determining module, for according to the location information, determining the level of interest of each shelf, the level of interest
Including giving priority to；Pushing module, for according to the identity information to user's push described in give priority to commodity on shelf.
Optionally, the determining module includes：Statistic unit, for counting stop of the user in each shelf
Duration；Determination unit, in the stay time of each shelf, determining the concern of each shelf according to the user
Grade.
Optionally, the determination unit is specifically used for：Stay time of the user in each shelf is judged successively
Whether preset duration is more than；If more than the level of interest for determining the shelf is to give priority to；If being less than, the shelf are determined
Level of interest paid close attention to be secondary.
Optionally, the pushing module is specifically used for：Goods is given priority to according to the identity information to user's push
The discount information of new the get in stocks corresponding pricing information of commodity and existing commodity on frame.
In the third aspect, the embodiment of the present invention provides a kind of unmanned shop, including several shelf, each described shelf
On be placed with several commodity, which is characterized in that including：At least one processor；Infrared detecting device, for acquiring user's
Location information；Voice collection device, for acquiring the acoustic information of user；And memory；The processor respectively with it is described
Infrared detecting device, the voice collection device and the memory connection, the memory be stored with can by it is described at least
The instruction repertorie that one processor performs, described instruction program is performed by least one processor, so that described at least one
A processor can be based on the infrared detecting device and the voice collection device, perform above-mentioned commodity method for pushing.
Commodity method for pushing provided in an embodiment of the present invention based on unmanned shop tracks user in unmanned shop comprehensively
Whereabouts track can comprehensively understand intention commodity of the user in shopping process, realize the accurate push of commodity.
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 a kind of structure diagram in unmanned shop provided in an embodiment of the present invention；
Fig. 2 is a kind of structure diagram in unmanned shop provided in an embodiment of the present invention；
Fig. 3 is a kind of flow diagram of commodity method for pushing provided in an embodiment of the present invention；
Fig. 4 is the flow diagram of step 34 in Fig. 3；
Fig. 5 is a kind of structure diagram of commodity pusher provided in an embodiment of the present invention；
Fig. 6 is the structure diagram of determining module in Fig. 5.
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.
If it should be noted that not conflicting, each feature in the embodiment of the present invention can be combined with each other, in this hair
Within bright protection domain.In addition, though having carried out the division of function module in schematic device, show in flow charts
Logical order, but in some cases, it can be with the sequence in the module division being different from schematic device or flow chart
Perform shown or described step.
Referring to Fig. 1, Fig. 1 is a kind of structure diagram in unmanned shop provided in an embodiment of the present invention.As shown in Figure 1,
The unmanned shop 100 is equipped with checkout area 10 and commodity area 20.The commodity that checkout area 10 is used to buy user are settled accounts；Commodity
Area 20 is used to show commodity to user, several are wherein provided in commodity area 20 for putting the shelf of commodity, in Fig. 1 only with
For shelf 21 and shelf 22.
In commodity area 20, the commodity of same type can be placed on same shelf, and different types of commodity are then placed
In on different shelf, for example, according to the type of different commodity, shelf can be divided into the shelf of sale monopoly fruit, beverage of having a monopoly in
The shelf etc. of shelf, condiment of having a monopoly in；Wherein, shelf are carried out with different types of differentiation can facilitate user in purchase end article
When, then shelf type that can first belonging to lock onto target commodity searches out end article on the affiliated shelf, save and use
The shopping-time at family.
Also referring to Fig. 1 and Fig. 2, infrared detecting device 30, voice collection device are further included in the unmanned shop 100
40th, processor 50 and memory 60.Infrared detecting device 30, voice collection device 40 and memory 60 connect respectively with processor 50
It connects.
Infrared detecting device 30 can be multiple, and to be arranged on commodity area 20 any appropriate for multiple infrared detecting devices 30
Position, can acquire specific location of the user in commodity area 20, and determine the shelf type corresponding to user position
Subject to, the location information of collected user is also sent to processor 50 by infrared detecting device 30.
In some embodiments, the infrared detecting device 30 is infrared camera, and infrared camera can be to same use
Family carries out movement locus tracking.
For example, after the entrance in unmanned shop 100 takes user A into unmanned shop, according to user A in unmanned quotient
Zone of action in shop 100 is shot the image of user A by the corresponding camera 30 in the region, until user A leaves this nobody
Shop 100, just terminates the Image Acquisition to user A, can be with after obtaining all images of the user A in unmanned quotient's In-store Events
The movement locus of user A is analyzed according to the sequencing of Image Acquisition, so as to accurately analyze user A according to the movement locus
Shelf type belonging to commodity bought etc..
Voice collection device 40 can be multiple, and multiple voice collection devices 40 are arranged on commodity area 20 and arbitrarily close
Suitable position, is subject to the sound that can collect user when commodity area 20 does shopping, and voice collection device 40 will also be collected
The acoustic information of user is sent to processor 50, so that processor 50 is according to the identity information of the voice recognition user.
Memory 60 is used as a kind of non-volatile computer readable storage medium storing program for executing, available for storing non-volatile software journey
Sequence, non-volatile computer executable program and module, as the corresponding program of commodity method for pushing in following embodiments refers to
Order/module (for example, modules and unit described in Fig. 5 and Fig. 6).Processor 50 is stored in by operation in memory 60
Non-volatile software program, instruction and module, so as to perform the various function application of commodity pusher and data processing,
Realize the function of following methods embodiment commodity method for pushing and the modules of following apparatus embodiment.
Memory 60 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 60
It is optional including relative to the remotely located memory of processor 50, these remote memories can pass through network connection to processor
50.The example of above-mentioned network includes but not limited to internet, intranet, LAN, mobile radio communication and combinations thereof.
It should be noted that when user is done shopping for the first time in unmanned shop 100, unmanned shop 100 can be to the body of user
Part information carries out typing, and the specific identity of the provable user of the identity information, which includes, such as the shopping account of user
Number, contact method etc..In the present embodiment, which further includes, the acoustic information of user, i.e., in typing user body for the first time
When part information, the sound of typing user is needed.The sound of each user has its corresponding shopping account, contact method
Deng, also, the relevant identity information of user of above-mentioned typing, it is stored in memory 60.
Processor 50 is used for the relevant information for receiving infrared detecting device 30 and voice collection device 40 is sent, and is based on
The acoustic information for the user that memory 6 stores, handles these relevant informations.Processor 50 is used to locate in the present embodiment
User is managed in the shopping track in unmanned shop 100, merges the commodity for according to the movement locus, determining user preferences.
Specifically, when infrared detecting device 30 detects that region, will there are the inductive signal of user near shelf 21
The sensing model is sent to processor 50, at this point, processor 50 controls infrared detecting device 30 to shoot the user in unmanned shop
Image during shopping, and it is transmitted to processor 50.When processor 50 determines that user does shopping in commodity area 20 according to the image, stop
Near shelf 21.When voice collection device 40 collects voice signal when user is rested near shelf 21, by the sound
Sound signal is transmitted to processor 50, processor 50 by the voice signal to prestore in the voice signal got and memory 60 into
Row matching, find out with the identity information corresponding to the voice signal, and then determine to rest on the true of user near shelf 21
Real identity.
Unmanned shop provided in an embodiment of the present invention can realize that tracking user is in the whereabouts track in unmanned shop comprehensively,
To understand intention commodity of the user in shopping process, the accurate push of commodity is realized.
Referring to Fig. 3, Fig. 3 is a kind of flow of commodity method for pushing based on unmanned shop provided in an embodiment of the present invention
Schematic diagram, this method can be applied to the unmanned shop provided in above-described embodiment.Method provided in an embodiment of the present invention can be by
Above-mentioned processor 50 performs.As shown in figure 3, this method includes：
Step 31, the acoustic information for obtaining user determine the identity information of user according to the acoustic information.
Specifically, the acoustic information of user can be acquired by the voice collection device 40 in above-described embodiment.Herein
Acoustic information is the acoustic signals of user.It belongs to biological information, and it is special that different users is respectively provided with different acoustic signals
Sign.Processor 50 can be compared the acoustic signals of acquisition and the acoustic signals stored in memory 60 one by one as a result, from
And find out the identity information of user corresponding with the acoustic signals.The identity information can include note of the user in unmanned shop
Volume account, the historical record of the age information of user, the contact method of user and user etc., so that processor 50 is according to user
Identity information, to user push dependent merchandise information.
Step 32 obtains location information of the user in unmanned shop.
Specifically, can by the infrared detecting device 40 in above-described embodiment acquire user location information, according to
The location information at family, it may be determined that user unmanned shop whereabouts, that is, determine user specifically like on the shelf of which type
Commodity.
Step 33, according to the location information, determine the level of interest of each shelf, the level of interest includes preferential close
Note.
Different users have the commodity that its intention is bought in shopping process, and the present embodiment buys user intent
Commodity carry out shelf type classification, to distinguish the shelf belonging to the commodity of user intent purchase in unmanned shop 100, and
The shelf are recorded.It is in such benefit:A certain commodity on the shelf carry out advertising campaign or have new commodity
When getting in stocks, user can be timely pushed to, to increase the shopping experience of user, promotes consumption.
It more specifically, can be browsed in unmanned shop 100 to user according to user's degree of concern different to each shelf
Shelf carry out level of interest division, by divisions of level of interest can filter out user intention purchase commodity belonging to
Shelf.
In the present embodiment, the grade of the shelf belonging to the commodity of user intent purchase is set as：It gives priority to.It is each
When the secondary commodity given priority on shelf have promotion or information of discount, corresponding client can be pushed to.
The present embodiment is by user in the whereabouts track in unmanned shop, the shelf bought to user intent in unmanned shop
Carry out level of interest differentiation.Specifically, can by counting user each shelf stay time, to determine each shelf
Level of interest.
The concrete implementation mode is as follows：Judge user when whether the stay time of each shelf is more than default successively
It is long；If more than the level of interest for determining the shelf is to give priority to；If being less than, determine that the level of interest of the shelf is closed to be secondary
Note.
Above-mentioned preset duration is an empirical value, is determined after can usually being tested by a large amount of sample.For example,
Under specific application scenarios, the commodity finally bought to all users for entering shop count, and count all users
Stay time before each bought affiliated shelf of commodity is counted, after be averaged to obtain.
In user's shopping process, the general middle-aged and the old, can be each clear since physical reason and free time are more
Stay time before the shelf look at is relatively long, and young people is then since body is preferable and is busy with one's work, in shopping process
In, stay time relatively section of the meeting before the shelf of each browsing, therefore in the sample data statistics for carrying out preset duration,
It can respectively be counted according to the user of all ages and classes group, remember preset duration.User is preferentially closed in the present embodiment
The shelf of note, are recorded, to be applied to subsequently push in step.
Step 34 pushes the commodity given priority on shelf according to the identity information to user.
It is being determined that some user gives priority to, after the shelf for comparing preference, can pushed away on this basis to the user
Recommend corresponding commodity.
The identity information of user refers to the mark for defining or distinguishing different user.Identity information can specifically include
One or more kinds of different types of marks either distinguish information for example, name, address or telephone number etc..
Based on these identity informations, it may be determined that or specific user is navigated to, so as to accurately to different users
Push meets the commodity of user's shopping preferences, helps user can be better, targetedly understands corresponding merchandise news.Example
Such as, after the contact mailbox of user is obtained, recommendation results are sent to the mailbox of user.
In some embodiments, it pushes this to user and gives priority to commodity on shelf, can include giving priority to shelf
On new the get in stocks corresponding pricing information of commodity and existing commodity discount information
Herein signified new commodity of getting in stocks mainly for, user when this is done shopping, give priority on shelf not comprising
Commodity, such as the shelf given priority to are the shelf for selling beverage, user in shopping, on the shelf only " Sprite " and
" cola " does not have " Finda ", then if when newly got in stocks on the shelf as " Finda ", it is relevant to push " Finda " carbonated drink to user
Pricing information.
Signified existing commodity are mainly for for user when this is done shopping, this gives priority to what is included on shelf herein
Commodity, such as the shelf given priority to are the shelf for selling snacks, and in shopping, " pleasure " potato chips on the shelf do not have user
Then when " pleasure " potato chips are cooked activity and given a discount, the relevant discount information of " pleasure " potato chips is pushed to user for discount information.
Push gives priority to the good of the discount information of new the get in stocks corresponding pricing information of commodity and the existing commodity on shelf
Place is：Under some scenes, user finds the intention commodity of oneself on a certain shelf, but because the commodity price is too expensive, disconnected
The reasons such as goods, and helpless abandon buying.When user timely receive it is new get in stocks the corresponding pricing information of commodity can be because of to it
The preceding supply shortage intention commodity that intention is bought again are comprehensively understood；When user timely receives the corresponding discount letter of existing commodity
During breath, the intention product of selling at exorbitant prices before can comprehensively be understood；Increase the shopping experience of user.
Commodity method for pushing provided in an embodiment of the present invention based on unmanned shop, by tracking user comprehensively in unmanned quotient
The whereabouts track in shop can comprehensively understand intention commodity of the user in shopping process, realize the accurate push of commodity.
To user push it is above-mentioned give priority on shelf commodity when, it is understood that there may be such situation：This gives priority to
Commodity on shelf were once pushed to user, but were not occurred this in the purchase inventory of user and given priority to quotient on shelf
Product then it is believed that user gives priority to the commodity on shelf to this and loses interest in, therefore can stop pushing this to user excellent
The commodity on shelf are first paid close attention to, specifically, as shown in figure 4, step 34 can include：
Step 341, according to the identity information, obtain the history push record of the user.
Pass through identity information, it may be determined that the specific identity of user, positioning or determining currently detected user are specific
User identity.Then, the message note of user as index, can be retrieved in the database for being stored with historical data
Record.
History push record was directed in the past period, the commodity pushed to user.History push record reflection
PUSH message that user receives within the past period and corresponding consumption or purchasing habits, can based on data
It is used for subsequent step.
Step 342 is determined in the history push record with the presence or absence of the commodity given priority on shelf, if not depositing
Step 343 is being performed, step 344 is performed if existing.
It is that current detection obtains that this, which gives priority to shelf, is the data for reflecting user in the preference at current time.Due to
The variation of user preference, there are the parts identical with giving priority to the commodity on shelf for meeting during history push records, it is also possible to
There are different parts.
The commodity on corresponding shelf are given priority to described in step 343, push.
When the commodity on giving priority to shelf are not present in history push record, show that these commodity belong to user most
Closely change, interested commodity.Therefore, in order to adapt to the variation of user preference, these commodity should be pushed to user, with
Adapt to the demand of user.
Step 344, the history obtained in preset time period buy inventory, judge that the history purchase inventory whether there is institute
State the commodity given priority on corresponding shelf.Step 345 is performed if existing, if there is no perform step 346.
It is out-of-date to be once pushed in commodity, needs to make further judgement to the characteristic of these commodity, it is determined whether need
Continue to be pushed.In the present embodiment, inventory is bought as criterion using the history of user.
History purchase inventory refers to the commodity that user bought in shop before.It is equally used as user's history data
A part, can according to the identity information of user, retrieve obtain.
The commodity on corresponding shelf are given priority to described in step 345, push.
If user once had purchased the commodity of these push, the commodity for showing push are an effective push, can
Positive effect is generated to user.Therefore, can continue to push these commodity to user.
Step 346 stops giving priority to the commodity on corresponding shelf described in push.
If user does not buy the commodity of push, it is not what user really needed usually to represent these commodity, reality
On be a kind of invalid push.Therefore, in order to avoid user is caused it is unnecessary bother, although these commodity appear in preferentially
It pays close attention on shelf, it should also stop pushing to user.
In the present embodiment, it is given priority to other than shelf are pushed in addition to current according to user, also further knot
The historical data of user is closed, including history push record and history shopping record, it is more careful that the commodity of push are carried out
Adjustment, preferably to adapt to user preference, push meets the commodity of user's actual needs.
Referring to Fig. 5, Fig. 5 is a kind of commodity pusher 500 provided in an embodiment of the present invention, the commodity pusher
500 are applied to the unmanned shop 100 in above-described embodiment, and the unmanned shop includes several shelf.It is as shown in figure 5, described
Device includes：
First acquisition module 51, the second acquisition module 52, determining module 53 and pushing module 54.
First acquisition module 51 is used to obtain the acoustic information of user, and the body of the user is determined according to the acoustic information
Part information；Second acquisition module 52 is used to obtain location information of the user in the unmanned shop；Determining module 53 is used for
According to the location information, the level of interest of each shelf is determined, the level of interest includes giving priority to；Pushing module
54 are used to give priority to the commodity on shelf according to the identity information to user's push.
Commodity pusher provided in an embodiment of the present invention based on unmanned shop tracks user in unmanned shop comprehensively
Whereabouts track can comprehensively understand intention commodity of the user in shopping process, realize the accurate push of commodity.
In some implementations as shown in fig. 6, the determining module 53 includes：Statistic unit 531 and determination unit 532.
Statistic unit 531 is used to count stay time of the user in each shelf；Determination unit 532, is used for
According to the user in the stay time of each shelf, the level of interest of determining each shelf.
The determination unit 532 is specifically used for judging the user in each shelf successively in some embodiments
Whether stay time is more than preset duration；If more than the level of interest for determining the shelf is to give priority to；If being less than, determine
The level of interest of the shelf is paid close attention to be secondary.
The pushing module 54 is specifically used in some embodiments：It is described excellent to user's push according to the identity information
First pay close attention to the discount information of new the get in stocks corresponding pricing information of commodity and the existing commodity on shelf.
Commodity method for pushing provided in an embodiment of the present invention based on unmanned shop tracks user in unmanned shop comprehensively
Whereabouts track can comprehensively understand intention commodity of the user in shopping process, realize the accurate push of commodity.
An embodiment of the present invention provides a kind of non-volatile computer readable storage medium storing program for executing, and the non-volatile computer can
It reads storage medium and is stored with computer executable instructions, which performs above-mentioned any means by electronic equipment
Commodity method for pushing based on unmanned shop in embodiment, for example, performing method and step 31 in Fig. 3 described above to step
Method and step 341 in 34, Fig. 4 is to step 346.
An embodiment of the present invention provides a kind of computer program product, including being stored in non-volatile computer readable storage
Calculation procedure on medium, the computer program include program instruction, are computer-executed constantly, make when described program instructs
The computer performs the commodity method for pushing based on unmanned shop in above-mentioned any means embodiment, for example, performing above retouch
Method and step 31 in the Fig. 3 stated is to step 34, method and step 341 in Fig. 4 to step 346.
It, can be comprehensive by tracking user comprehensively in the whereabouts track in unmanned shop in each embodiment of the present invention
Understand intention commodity of the user in shopping process, realize the accurate push of commodity.
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 unit, you can be located at a place or can also be distributed on multiple network module units.It can basis
It is practical 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 the relevant technologies contribute 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 with directly
To computer equipment (can be personal computer, server either network equipment etc.) perform each embodiment or
Method described in certain 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 referring to the foregoing embodiments, the ordinary skill people of this field
Member should understand that：It can still modify to the technical solution recorded in foregoing embodiments or to which part skill
Art feature carries out equivalent replacement；And these modifications or replacement, each reality of the application that it does not separate the essence of the corresponding technical solution
Apply the range of a technical solution.
Claims (10)
1. a kind of commodity method for pushing, applied to unmanned shop, the unmanned shop includes several shelf, which is characterized in that
The method includes：
The acoustic information of user is obtained, the identity information of the user is determined according to the acoustic information；
Obtain location information of the user in the unmanned shop；
According to the location information, the level of interest of each shelf is determined, the level of interest includes giving priority to；
The commodity on shelf are given priority to according to the identity information to user push.
It is 2. according to the method described in claim 1, it is characterized in that, described according to the location information, determining each goods
The level of interest of frame, specifically includes：
Count stay time of the user in each shelf；
According to the user in the stay time of each shelf, the level of interest of determining each shelf.
3. according to the method described in claim 2, it is characterized in that, it is described according to the user each shelf stop
Duration determines the level of interest of each shelf, including：
Judge whether the user is more than preset duration in the stay time of each shelf successively；
If more than the level of interest for determining the shelf is to give priority to；
If being less than, determine that the level of interest of the shelf is paid close attention to be secondary.
4. according to the method described in claim 1, it is characterized in that, described push institute according to the identity information to the user
The commodity given priority on shelf are stated, are specifically included：
Given priority to according to the identity information to user's push on shelf it is new get in stocks the corresponding pricing information of commodity and
Has the discount information of commodity.
5. method according to any one of claims 1 to 4, which is characterized in that it is described according to the identity information to described
The commodity on corresponding shelf are given priority to described in user's push, including：
According to the identity information, the history push record of the user is obtained；
It determines in the history push record with the presence or absence of the commodity given priority on shelf；
The commodity on corresponding shelf are given priority to if being not present, described in push；
If in the presence of obtaining the history purchase inventory in preset time period, judging the history purchase inventory with the presence or absence of described excellent
First pay close attention to the commodity on corresponding shelf；
If in the presence of the commodity on corresponding shelf are given priority to described in push；
If being not present, stop giving priority to the commodity on corresponding shelf described in push.
6. a kind of commodity pusher, applied to unmanned shop, the unmanned shop includes several shelf, which is characterized in that
Described device includes：
First acquisition module, for obtaining the acoustic information of user, the identity for determining the user according to the acoustic information is believed
Breath；
Second acquisition module, for obtaining location information of the user in the unmanned shop；
Determining module, for according to the location information, determining the level of interest of each shelf, the level of interest includes
It gives priority to；
Pushing module, for according to the identity information to user's push described in give priority to commodity on shelf.
7. device according to claim 6, which is characterized in that the determining module includes：
Statistic unit, for counting stay time of the user in each shelf；
Determination unit, in the stay time of each shelf, determining the concern of each shelf according to the user
Grade.
8. device according to claim 7, which is characterized in that the determination unit is specifically used for：
Judge whether the user is more than preset duration in the stay time of each shelf successively；
If more than the level of interest for determining the shelf is to give priority to；
If being less than, determine that the level of interest of the shelf is paid close attention to be secondary.
9. the apparatus according to claim 1, which is characterized in that the pushing module is specifically used for：
Given priority to according to the identity information to user's push on shelf it is new get in stocks the corresponding pricing information of commodity and
Has the discount information of commodity.
10. a kind of unmanned shop including several shelf, is placed with several commodity, feature exists on each described shelf
In, including：
At least one processor；
Infrared detecting device, for acquiring the location information of user；
Voice collection device, for acquiring the acoustic information of user；And
Memory；
The processor is connect respectively with the infrared detecting device, the voice collection device and the memory,
The memory is stored with the instruction repertorie that can be performed by least one processor, described instruction program by it is described extremely
A few processor performs, so that at least one processor can be based on the infrared detecting device and the sound collection
Device performs such as claim 1-4 any one of them methods.
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| CN201711487059.8A CN108197990A (en) | 2017-12-29 | 2017-12-29 | A kind of commodity method for pushing, device and unmanned shop |
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Cited By (8)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN109300002A (en) * | 2018-09-14 | 2019-02-01 | 百度在线网络技术（北京）有限公司 | Information-pushing method, device, computer equipment and storage medium |
| CN109472616A (en) * | 2018-09-14 | 2019-03-15 | 浙江口碑网络技术有限公司 | Method of servicing and device based on shops's order |
| CN110175866A (en) * | 2019-04-26 | 2019-08-27 | 东芝泰格有限公司 | Related information distribution method, device, electronic equipment and related information delivery system |
| CN110210633A (en) * | 2019-05-31 | 2019-09-06 | 北京长城华冠汽车技术开发有限公司 | Idle discounting supplying system and method for pushing for the shop 4S |
| CN110471963A (en) * | 2019-08-14 | 2019-11-19 | 北京市商汤科技开发有限公司 | Data processing method, device and storage medium |
| CN111125511A (en) * | 2019-11-14 | 2020-05-08 | 广东飞企互联科技股份有限公司 | Information construction application platform for smart park and related products |
| CN113159867A (en) * | 2021-05-17 | 2021-07-23 | 厦门盈趣汽车电子有限公司 | Unmanned selling system with accurate user identification and user requirements |
| JP7468122B2 (en) | 2020-04-30 | 2024-04-16 | 株式会社Ｊｖｃケンウッド | Information suggestion device, information suggestion method, and program |
Citations (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20150310496A1 (en) * | 2014-04-29 | 2015-10-29 | Globys, Inc. | Automated marketing offer decisioning |
| CN106899646A (en) * | 2015-12-21 | 2017-06-27 | 美的集团股份有限公司 | Information-pushing method, system, intelligent member card and Cloud Server |
| CN107025589A (en) * | 2017-03-13 | 2017-08-08 | 联想(北京)有限公司 | A kind of information processing method and electronic equipment |
| CN107247759A (en) * | 2017-05-31 | 2017-10-13 | 深圳正品创想科技有限公司 | A kind of Method of Commodity Recommendation and device |
-
2017
- 2017-12-29 CN CN201711487059.8A patent/CN108197990A/en active Pending
Patent Citations (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20150310496A1 (en) * | 2014-04-29 | 2015-10-29 | Globys, Inc. | Automated marketing offer decisioning |
| CN106899646A (en) * | 2015-12-21 | 2017-06-27 | 美的集团股份有限公司 | Information-pushing method, system, intelligent member card and Cloud Server |
| CN107025589A (en) * | 2017-03-13 | 2017-08-08 | 联想(北京)有限公司 | A kind of information processing method and electronic equipment |
| CN107247759A (en) * | 2017-05-31 | 2017-10-13 | 深圳正品创想科技有限公司 | A kind of Method of Commodity Recommendation and device |
Cited By (9)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN109300002A (en) * | 2018-09-14 | 2019-02-01 | 百度在线网络技术（北京）有限公司 | Information-pushing method, device, computer equipment and storage medium |
| CN109472616A (en) * | 2018-09-14 | 2019-03-15 | 浙江口碑网络技术有限公司 | Method of servicing and device based on shops's order |
| CN110175866A (en) * | 2019-04-26 | 2019-08-27 | 东芝泰格有限公司 | Related information distribution method, device, electronic equipment and related information delivery system |
| CN110210633A (en) * | 2019-05-31 | 2019-09-06 | 北京长城华冠汽车技术开发有限公司 | Idle discounting supplying system and method for pushing for the shop 4S |
| CN110471963A (en) * | 2019-08-14 | 2019-11-19 | 北京市商汤科技开发有限公司 | Data processing method, device and storage medium |
| CN110471963B (en) * | 2019-08-14 | 2022-04-05 | 北京市商汤科技开发有限公司 | Data processing method, device and storage medium |
| CN111125511A (en) * | 2019-11-14 | 2020-05-08 | 广东飞企互联科技股份有限公司 | Information construction application platform for smart park and related products |
| JP7468122B2 (en) | 2020-04-30 | 2024-04-16 | 株式会社Ｊｖｃケンウッド | Information suggestion device, information suggestion method, and program |
| CN113159867A (en) * | 2021-05-17 | 2021-07-23 | 厦门盈趣汽车电子有限公司 | Unmanned selling system with accurate user identification and user requirements |
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