CN207924736U - A kind of commercial product recommending system and unmanned shop - Google Patents
A kind of commercial product recommending system and unmanned shop Download PDFInfo
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- CN207924736U CN207924736U CN201721921390.1U CN201721921390U CN207924736U CN 207924736 U CN207924736 U CN 207924736U CN 201721921390 U CN201721921390 U CN 201721921390U CN 207924736 U CN207924736 U CN 207924736U
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Abstract
The utility model is related to unmanned shop technical fields, more particularly to a kind of commercial product recommending system and unmanned shop.The system includes user's positioning device, output device and the processor being connect respectively with user's positioning device and output device；User's positioning device is set to unmanned shop, for when user enters unmanned shop, being positioned to user, location information of the record user in the unmanned shop, and the location information of record is sent to processor；Processor for obtaining user's frequency of occurrences more than the first commodity corresponding to the position of preset value and the position more than preset value according to the positional information, and according to the purchaser record of user, judge the commodity not yet bought with the presence or absence of user in the first commodity, if there is, then when the commodity that user not yet bought give a discount, the information of discount for the commodity that control output device output user not yet bought.The embodiment effectively raises the accuracy rate of commercial product recommending.
Description
Technical field
The utility model is related to unmanned shop technical fields, more particularly to a kind of commercial product recommending system and unmanned shop.
Background technology
With the development of society, people produce extensive stock a large amount of demand, in order to meet the needs of people, no
Pipe is that occur the various advertising informations to user's Recommendations on line or under line.
Currently, common Method of Commodity Recommendation is that the history purchaser record based on user is recommended to user.However, should
Method can not effectively recommend user's still non-purchased goods, and to cause commodity recommended to the user, there are accuracys rate
Not high problem.
Utility model content
One purpose of the utility model embodiment is intended to provide a kind of commercial product recommending system and unmanned shop, solve to
The commodity that user recommends have that accuracy rate is not high.
In order to solve the above technical problems, the utility model embodiment provides following technical scheme：
In a first aspect, the utility model embodiment provides a kind of commercial product recommending system, it is applied to unmanned shop, the system
Including user's positioning device, output device and the processor being connect respectively with user's positioning device and output device；
User's positioning device is set to the unmanned shop, is used for when user enters the unmanned shop, to institute
It states user to position, records location information of the user in the unmanned shop, and the position of record is believed
Breath is sent to the processor；
The processor be used for obtain according to the positional information user's frequency of occurrences more than preset value position with
And the first commodity corresponding to the position more than preset value, and according to the purchaser record of the user, judge described
The commodity not yet bought with the presence or absence of user in one commodity, if it is present the commodity not yet bought in the user are beaten
When folding, the information of discount that the output device exports the commodity that the user not yet bought is controlled.
Optionally, user's positioning device is WIFI hot spot equipment, and the WIFI hot spot equipment connects with the processor
It connects.
Optionally, the WIFI hot spot equipment includes at least two, and the different positions being distributed in the unmanned shop
It sets.
Optionally, user's positioning device is camera, and the camera is connected to the processor.
Optionally, user's positioning device is sound pick up equipment, and the sound pick up equipment is connected to the processor.
Optionally, the output device is display screen, and the display screen is connected to the processor, and the display screen is used for
Show the information of discount.
Optionally, the output device is loud speaker, and the loud speaker is connected to the processor, and the loud speaker is used for
Report the information of discount.
Second aspect, the utility model embodiment provide a kind of unmanned shop, including shop ontology, into shop channel and as above
The commercial product recommending system；
User's positioning device in the commercial product recommending system is set to described into shop channel and the shop ontology, institute
The output device in commercial product recommending system is stated to be set in the shop ontology.
In the utility model embodiment, commercial product recommending system includes user's positioning device, processor and output device, is led to
It crosses user's positioning device to position position of the user in unmanned shop, so that processor is obtained according to customer position information
The position and the first commodity corresponding to the position more than preset value that user's frequency of occurrences is more than preset value, and
According to the purchaser record of the user, the commodity not yet bought with the presence or absence of user in first commodity are judged, if deposited
Then when the commodity that the user not yet bought give a discount, is controlling output device and exporting the quotient that the user not yet bought
The information of discount of product.The embodiment effectively raises the accuracy rate of commercial product recommending.
Description of the drawings
One or more embodiments are illustrated by the picture in corresponding attached drawing, these exemplary theorys
The bright restriction not constituted to embodiment, the element with same reference numbers label is expressed as similar element in attached drawing, removes
Non- to have special statement, composition does not limit the figure in attached drawing.
Fig. 1 is the commercial product recommending system schematic diagram that the utility model embodiment provides；
Fig. 2 is a kind of flow for Method of Commodity Recommendation based on commercial product recommending system that the utility model embodiment provides
Figure；
Fig. 3 is the flow for another Method of Commodity Recommendation based on commercial product recommending system that the utility model embodiment provides
Figure；
Fig. 4 is the flow for another Method of Commodity Recommendation based on commercial product recommending system that the utility model embodiment provides
Figure；
Fig. 5 is a kind of schematic diagram in unmanned shop that the utility model embodiment provides.
Specific implementation mode
In order to make the purpose of the utility model, technical solutions and advantages more clearly understood, below in conjunction with attached drawing and implementation
Example, the present invention will be further described in detail.It should be appreciated that specific embodiment described herein is only explaining this
Utility model is not used to limit the utility model.
It should be noted that if do not conflicted, each feature in the utility model embodiment can be combined with each other, and exist
Within the scope of protection of the utility model.In addition, though the division of function module has been carried out in schematic device, in flow chart
In show logical order, but in some cases, can be to be divided different from the module in schematic device or flow chart
In sequence execute shown or described step.
Referring to Fig. 1, Fig. 1 is the commercial product recommending system schematic diagram that the utility model embodiment provides, commercial product recommending system
100 include user's positioning device 10, processor 20 and output device 30, user's positioning device 10 and output device 30 with processing
Device 20 communicates to connect.
Wherein, user's positioning device 10 is mounted in unmanned shop, is used for when user enters the unmanned shop, right
The user positions, and records location information of the user in the unmanned shop, and by the position of record
Information is sent to the processor 20.User's positioning device 10 can be specifically WIFI hot spot equipment, the WIFI hot spot equipment
It is connect with the processor 20, wherein the WIFI hot spot equipment includes at least two, and is distributed in the unmanned shop
Different location determines position of the user in the unmanned shop based on the mode of WIFI positioning.User's positioning device 10 may be used also
To be camera, the camera is connect with the processor 20, determines user in the nothing based on the mode of camera positioning
Position in people shop.User's positioning device 10 can also be sound pick up equipment, such as microphone, recorder etc., the pickup dress
It sets and is connect with the processor 20, position of the user in the unmanned shop is determined based on the mode of sound positioning.In reality
In, user's positioning device 10 can also be other positioning devices.
Wherein, processor 20 can be specifically server, cloud computing service center etc., be used to be positioned according to the user
The location information that device 10 is sent obtains user's frequency of occurrences more than the position of preset value and described more than preset value
The first commodity corresponding to position, and according to the purchaser record of the user, judge in first commodity with the presence or absence of use
The commodity that family was not yet bought are recommended if it is present when the commodity that the user not yet bought give a discount to the user
The information of discount for the commodity that the user not yet bought.
Output device 30 is used to receive the discounting letter for the commodity that the user that the processor 20 is sent not yet bought
Breath, and export the information of discount for the commodity that the user not yet bought.Wherein, which can be specifically display
Screen, the display screen are connect with processor 20, the information of discount for the commodity that user not yet bought are shown by display screen, to make
User can obtain the information of discount of commodity from display screen.The output device 30 specifically can also be loud speaker, the loud speaker
It is connect with processor 20, by the information of discount for the commodity that speaker announcement user not yet bought, thereby using family according to wide
Broadcast the information of discount for obtaining commodity.
It should be noted that：If output device is display screen, commercial product recommending system further includes height detection device and liter
Falling unit, lifting gear are connect with display screen, height detection device be used to be set to unmanned shop at the channel of shop, work as user
When into unmanned shop, the height of user is detected.Processor controls the height that lifting gear adjusts display screen according to the height of user
Degree allows user to be more convenient, the content that more comfortably viewing display screen is shown to adapt to the height of user.
In some embodiments, lifting gear is set in the container of the one side wall in unmanned shop, and the container is in length
Bar shaped is arranged, and lifting gear includes motor (not shown), sleeve (not shown) and fixed part (not shown)；Wherein, motor is fixed
The rotation axis of the inner wall of container, motor is provided with the first screw thread (not shown), the second screw thread is provided in sleeve, and (figure is not
Show), sleeve is sheathed in the rotation axis of motor, and the first screw thread and the second threads.And rotation axis and the receiving of motor
The notch of slot is arranged in parallel and corresponds to, and optionally, sleeve is the cylindrical and central axes of sleeve and the notch of container is parallel sets
It sets and corresponds to；The one end of fixed part is fixed on sleeve, and the other end of fixed part stretches out from the notch of container, display
Screen is fixed on the other end of fixed part.Since one end of fixed part is located in container, and the other end is from the opening of container
Place is stretched out, i.e., fixed position in two of container between the side wall of the bottom plate of channel body, when motor work, receipts
The two side walls of tank can keep out fixed part, and the rotation axis that fixed part follows motor is avoided to rotate, but the two of container
A side wall parallel with the bottom plate of channel body does not keep out fixed part, therefore, fixed part can towards in container with channel body
The parallel sidewall direction movement of bottom plate, realizes that fixed part is moved upwards in the side of the bottom plate of vertical channel main body.Certainly, at other
In some alternate embodiments, height adjusting unit may be oil cylinder.
The following method for providing specifically used above system again, this method include：
Step 101, when user enter the unmanned shop, the user is positioned, records the user described
Location information in unmanned shop, and according to the positional information, obtain the position that user's frequency of occurrences is more than preset value
It sets；
Wherein, positioning is carried out to the user and method position based on WIFI the acquisition user may be used in the nothing
Location information in people shop.Indoor positioning Main Basiss received signal intensity based on WiFi technology indicates (Received
Signal Strength Indication, RSSI) information judges user location.It specifically, can be in known accessing wirelessly
Under the premise of the position access point (AP), mobile device is calculated at a distance from each AP using signal attenuation model, then uses triangle
Localization method determines the approximate location of mobile device.Wherein, wireless access points are arranged in unmanned shop, the accessing wirelessly
Access point, that is, user positioning device 10, the wireless access points can be specifically wireless routers etc..Wherein, the shifting
Dynamic equipment refers to mobile device entrained by user, such as mobile phone, tablet computer, smartwatch etc..
Indoor positioning based on WiFi technology in addition to the method described above, is also based on machine learning algorithm and carries out user
Then positioning obtains for example, room area to be detected is carried out mesh generation by particular area first in each grid
WIFI signal strength information, the process can be a training process, train to obtain the letter of each grid by a large amount of data
Number strength information, by real time detection signal intensity, highest grid will be matched with current signal strength and will be determined as in positioning
The position that mobile device is currently located that is to say the position that user is currently located.
Wherein, being positioned to the user can also use the method based on infrared positioning to obtain the user described
Location information in unmanned shop, and, the method for being also based on camera positioning obtains the user in the unmanned quotient
Location information in shop.It can be referred in the related technology about the detailed process of infrared indoor positioning and camera indoor positioning
It records, this will not be detailed here.
It should be noted that other than above-mentioned method for positioning user, other methods can also be used in practical applications
User's indoor positioning is carried out, for example, bluetooth positioning, sound positioning, RFID positioning etc..
The above-mentioned location information for recording the user in the unmanned shop specifically records user in preset time and exists
Location information in the unmanned shop, such as one middle of the month user of record enter the location information in the unmanned shop every time,
User enters the location information in the unmanned shop every time in either recording 20 days or user enters the nothing every time in 1 day
The location information, etc. in people shop.According to the location information of record, the position that user's frequency of occurrences is more than preset value is obtained, it should
Preset value can be taking human as pre-setting, can also system setting.For example, in the past in one month, user appears in the frequency before A shelf
Rate is 60%, and it is 30% to appear in the frequency before B shelf, and it is 90% to appear in the frequency before C shelf, which is 50%,
So A shelf and C shelf are the current desired location informations to be obtained.
The first commodity corresponding to step 102, the acquisition position more than preset value；
It should be noted that each position more than preset value corresponds to a kind of commodity, when the determining preset value that is more than
When position is only one, then first commodity only include a kind of commodity；When the determining position more than preset value is multiple, then
Include a variety of commodity in first commodity.For example, above-mentioned A shelf presences is red wine, C shelf presences are cigarette, then should
First commodity, that is, red wine and cigarette.
Step 103, the purchaser record for obtaining the user；
Wherein, the purchaser record of user refers to the history purchase in user's the past period in the unmanned shop
Record.Due to being registered when user enters unmanned shop, and it is associated with the login account of user when user's clearing, because
This, background server can record the purchase merchandise news corresponding to the login account of each user.Execute the processing of this method
Device 20 can obtain the purchaser record of the user from background server.
Step 104, according to the purchaser record, judge the quotient not yet bought with the presence or absence of user in first commodity
Product；
Wherein it is possible to which the first commodity of above-mentioned determination are compared with the commodity recorded in the purchaser record, judge
First commodity whether there is in the history purchaser record of user, for example, judging whether red wine and cigarette appear in user's
In history purchaser record.
Step 105, if so, when user in the presence of first commodity still non-purchased goods give a discount, to institute
State the information of discount for user's still non-purchased goods that user recommends in the presence of first commodity.
If there are the commodity that user not yet bought in the first commodity, namely indicate, user often check it is a certain or
Certain several commodity, but do not buy, at this point it is possible to when these commodity give a discount, recommend the discounting of these commodity to believe to user
Breath.For example, user can often patronize red wine counter, still, during this period, user never purchases after entering unmanned shop
Red wine was bought, therefore, when red wine has discounting activity, recommends the information of discount of red wine to the user, encourages user's purchase.
Wherein, it is described recommend first commodity to the user in the presence of user's still non-purchased goods discounting
Information includes：The information of discount of user's still non-purchased goods in the presence of first commodity is sent to the user couple
The client answered.Herein, commodity information of discount is pushed directly to client, such as user mobile phone, so as to user can and
When understand commodity information of discount.
Wherein, it is described recommend first commodity to the user in the presence of user's still non-purchased goods discounting
Information further includes：The corresponding position of user's still non-purchased goods in the presence of first commodity, by showing screen display
Show the information of discount of user's still non-purchased goods in the presence of first commodity.Herein, be directly it is described nobody
The information of discount that user's still non-purchased goods in the presence of first commodity are shown in shop, specifically in the user
Still the position of non-purchased goods is by display screen display of commodity information of discount, when user patronizes the corresponding shelf of the commodity again
When, so that it may to recognize commodity information of discount.
It should be noted that the quotient not yet bought in addition to the user in the presence of recommending first commodity to the user
Except the information of discount of product, the wide of user's still non-purchased goods in the presence of first commodity can also be recommended to user
The advantages of accusing information, for example introducing the manufacture craft of commodity, commodity etc., to encourage user to buy.
In some other embodiment, as shown in figure 3, the method further includes：
Step 106 obtains the second commodity similar with user's still non-purchased goods in the presence of first commodity,
Wherein, the price of second commodity is less than user's still non-purchased goods in the presence of first commodity；
Step 107 recommends second commodity to the user.
In view of the purchasing psychology of user, whether user may hesitate and buy because commodity price is too high, therefore,
In the present embodiment, the second commodity similar with user's still non-purchased goods in the presence of first commodity can be obtained,
For example, the first commodity include X boards red wine and Y board cigarettes, then second commodity include Z board red wines similar with X board red wines, with
And W board cigarettes similar with Y board cigarettes, wherein the price of Z board red wines is less than the price of X board red wines, and the price of W board cigarettes is low
In the price of Y board cigarettes.Then second commodity, the way of recommendation are recommended to be suitable for the recommendation of above-described embodiment to user again
Mode.
Wherein, when determining the second commodity similar with the first commodity, the factors such as type, cost performance that can be based on commodity
To consider.
In some other embodiment, as shown in figure 4, the method further includes：
Step 108, the position that user's still non-purchased goods in the presence of first commodity are sent to the user
Change information.
When the placement position of the first commodity changes, background server can timely update commodity change in location letter
Breath, at this point, can also user be sent to the change in location information of commodity, allows the user to find its quotient admired in time
Product.Herein, product locations change information can be sent to user terminal, the position of commodity can also be announced in unmanned shop
Change information.Preferably, when detecting that the user enters unmanned shop, show what the user not yet bought in display screen
The change in location information of commodity.
In the utility model embodiment, commercial product recommending system includes user's positioning device, processor and output device, is led to
It crosses user's positioning device to position position of the user in unmanned shop, so that processor is obtained according to customer position information
The position and the first commodity corresponding to the position more than preset value that user's frequency of occurrences is more than preset value, and
According to the purchaser record of the user, the commodity not yet bought with the presence or absence of user in first commodity are judged, if deposited
Then when the commodity that the user not yet bought give a discount, is controlling output device and exporting the quotient that the user not yet bought
The information of discount of product.The embodiment effectively raises the accuracy rate of commercial product recommending.
As shown in figure 5, the utility model provides a kind of unmanned shop embodiment again.Unmanned shop 200 includes shop ontology
It 201, can for the concrete structure and function of commercial product recommending system 100 into shop channel 202 and above-mentioned commercial product recommending system 100
Refering to above-described embodiment, no longer repeat one by one herein.
User's positioning device 10 in the commercial product recommending system 100 is set to described into shop channel 202 and the shop
In ontology 201, the output device 30 in the commercial product recommending system 100 is set in the shop ontology 201.
The unmanned shop can to enter shop user be accurately positioned, according to the location information of user to user into
Row commercial product recommending.
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 is 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 still can be with technical scheme described in the above embodiments is modified, or to which part skill
Art feature carries out equivalent replacement；And these modifications or replacements, each reality of the present invention that it does not separate the essence of the corresponding technical solution
Apply the range of a technical solution.
Claims (8)
1. a kind of commercial product recommending system, it is applied to unmanned shop, which is characterized in that the system comprises user's positioning devices, defeated
Go out device, lifting gear and the processor being connect respectively with user's positioning device and output device；
User's positioning device is set to the unmanned shop, is used for when user enters the unmanned shop, to the use
Family is positioned, and records location information of the user in the unmanned shop, and the location information of record is sent out
It send to the processor；
The processor is used to obtain position of the user's frequency of occurrences more than preset value and institute according to the positional information
The first commodity corresponding to the position more than preset value are stated, and according to the purchaser record of the user, judge first quotient
The commodity not yet bought with the presence or absence of user in product, if it is present when the commodity that the user not yet bought give a discount,
Control the information of discount that the output device exports the commodity that the user not yet bought；
The lifting gear is set in the container of the unmanned shop one side wall, and the lifting gear and the output
Device connects, the height for adjusting the output device.
2. system according to claim 1, which is characterized in that user's positioning device is WIFI hot spot equipment, described
WIFI hot spot equipment is connected to the processor.
3. system according to claim 2, which is characterized in that the WIFI hot spot equipment includes at least two, and divides
Different location of the cloth in the unmanned shop.
4. system according to claim 1, which is characterized in that user's positioning device is camera, the camera
It is connected to the processor.
5. system according to claim 1, which is characterized in that user's positioning device is sound pick up equipment, the pickup
Device is connected to the processor.
6. system according to claim 1, which is characterized in that the output device is display screen, the display screen and institute
Processor connection is stated, the display screen is for showing the information of discount.
7. system according to claim 1, which is characterized in that the output device is loud speaker, the loud speaker and institute
Processor connection is stated, the loud speaker is for reporting the information of discount.
8. a kind of unmanned shop, which is characterized in that including shop ontology, into shop channel and such as any one of claim 1 to 7
The commercial product recommending system；
User's positioning device in the commercial product recommending system is set to described into shop channel and the shop ontology, the quotient
Output device in product commending system is set in the shop ontology.
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| CN201721921390.1U CN207924736U (en) | 2017-12-29 | 2017-12-29 | A kind of commercial product recommending system and unmanned shop |
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| CN201721921390.1U CN207924736U (en) | 2017-12-29 | 2017-12-29 | A kind of commercial product recommending system and unmanned shop |
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Cited By (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN111260849A (en) * | 2020-03-17 | 2020-06-09 | 新石器慧通（北京）科技有限公司 | Unmanned selling vehicle and commodity selling method thereof |
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2017
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Cited By (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN111260849A (en) * | 2020-03-17 | 2020-06-09 | 新石器慧通（北京）科技有限公司 | Unmanned selling vehicle and commodity selling method thereof |
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