CN108876516A - A kind of recommended method and system of coffee capsule - Google Patents
A kind of recommended method and system of coffee capsule Download PDFInfo
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- CN108876516A CN108876516A CN201810547170.XA CN201810547170A CN108876516A CN 108876516 A CN108876516 A CN 108876516A CN 201810547170 A CN201810547170 A CN 201810547170A CN 108876516 A CN108876516 A CN 108876516A
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- capsule
- coffee
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- coffee capsule
- coffee machine
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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]
- G06Q30/0631—Item recommendations
Abstract
The present embodiments relate to coffee machine technical fields, disclose a kind of recommended method of coffee capsule.Wherein the recommended method includes：Obtain the usage record of coffee capsule in target area；According to the usage record, the type and its frequency of use of used coffee capsule in the target area are counted；According to the type and its frequency of use of the coffee capsule, coffee capsule recommendation information is generated.By the above-mentioned means, the embodiment of the present invention can reduce the time it takes when user chooses coffee capsule, the shopping experience of user is improved.
Description
Technical field
The present invention relates to coffee machine technical fields, more particularly to the recommended method and system of a kind of coffee capsule.
Background technique
The problems such as coffee capsule can effectively prevent souring after normal coffee beans or ground coffee ingress of air, oxidation, by
More and more people approve.And the equipment that capsule coffee machine is then used exclusively for brewing coffee capsules.
There are many types of existing coffee capsule, faces miscellaneous coffee capsule, user often can not be preferably
The coffee capsule of taste the most popular is selected, or the coffee glue for being more suitable for oneself can not be obtained according to their own needs
Capsule.Meanwhile the supplier of coffee capsule is often also required to obtain the hobby of the coffee capsule of user, it is raw according to the hobby of user
The type for producing more popular coffee capsules, provides conveniently for user.
Based on this, the embodiment of the present invention provides the recommended method and system of a kind of coffee capsule.
Summary of the invention
The embodiment of the present invention is intended to provide the recommended method and system of a kind of coffee capsule, realizes according to target area
The usage record of interior user recommends coffee capsule to user, reduces the time it takes when user chooses coffee capsule.
The embodiment of the present invention provides following technical scheme：
In a first aspect, the embodiment of the present invention provides a kind of recommended method of coffee capsule, it is applied to coffee capsule and recommends clothes
Business device, the method includes：
Obtain the usage record of coffee capsule in target area；
According to the usage record, the type and its frequency of use of used coffee capsule in the target area are counted；
According to the type and its frequency of use of the coffee capsule, coffee capsule recommendation information is generated.
In some embodiments, the type and its frequency of use according to the coffee capsule generates coffee capsule and pushes away
Information is recommended, including：
According to the type of the coffee capsule, the corresponding price of the coffee capsule and brand are determined；
According to the type of the coffee capsule and its corresponding price and brand, the cost performance of the coffee capsule is determined；
According to the cost performance of the coffee capsule, coffee capsule recommendation information is generated.
In some embodiments, the method also includes：
The distributed intelligence for obtaining capsule coffee machine in target area, generates the distribution map of capsule coffee machine；
According to the distribution map of the capsule coffee machine, determine that capsule coffee machine is distributed less rarefaction in target area
Domain；
The user information of the sparse region is obtained, capsule coffee machine recommendation information and coffee capsule recommendation are generated
Breath.
In some embodiments, the method also includes：
According to the usage record, the service condition of the capsule coffee machine in target area is counted；
According to the service condition of the capsule coffee machine in the target area, statistical report form is generated；
According to the statistical report form, the user in target area is analyzed to the usage trend of capsule coffee machine.
Second aspect, the embodiment of the present invention provide a kind of recommended method of coffee capsule, are applied to capsule coffee machine, described
Method includes：
Obtain the coffee capsule usage record of the capsule coffee machine；
According to the coffee capsule usage record, count the capsule coffee machine using coffee capsule type and its make
Use frequency；
According to the type and its frequency of use of the coffee capsule, coffee capsule recommendation information is generated.
In some embodiments, the corresponding user account of each capsule coffee machine, the method also includes：
Obtain the shopping information of the coffee capsule of user；
According to the coffee capsule usage record of the shopping information of the coffee capsule of the user and the capsule coffee machine, obtain
Take the remaining capsule amount of the user；
According to the remaining capsule amount of the user, the information that replenishes is generated.
In some embodiments, the shopping information of the coffee capsule according to the user and the capsule coffee machine
Coffee capsule usage record obtains the remaining capsule amount of the user, including：
The authorization message for obtaining user, according to the authorization message, obtain the coffee capsule of user shopping information and
The coffee capsule usage record of capsule coffee machine；
According to the coffee capsule usage record of the shopping information of the coffee capsule of the user and the capsule coffee machine, obtain
Take the remaining capsule amount of the user.
In some embodiments, the method also includes：
According to the type and its frequency of use of the coffee capsule, the use habit of the user is determined.
In some embodiments, the type and its frequency of use according to the coffee capsule, determines the user's
Use habit, including：
Predeterminated frequency threshold value determines the frequency of use of specific coffee capsule type, if the frequency of use is greater than or waits
In the frequency threshold, it is determined that the user is frequently to use to the use habit of the specific coffee capsule type；
If the frequency of use is less than the frequency threshold, it is determined that the user is to the specific coffee capsule type
Use habit be use once in a while.
In some embodiments, the method also includes：
Position the position of the capsule coffee machine；According to the remaining capsule amount of the user and the capsule coffee machine
Position sends the information that replenishes to the terminal device of supplier.
The third aspect, the embodiment of the present invention provide a kind of recommender system of coffee capsule, and the recommender system includes：
Coffee capsule recommendation server, the coffee capsule recommendation server include：At least one first processor；With
And the first memory with the communication connection of at least one described first processor；Wherein, be stored with can quilt for the first memory
The instruction that at least one described first processor executes, described instruction is executed by least one described first processor, so that institute
State the recommended method that at least one first processor is able to carry out above-mentioned coffee capsule.
The beneficial effect of the embodiment of the present invention is：It is in contrast to the prior art down, provided in an embodiment of the present invention one
The recommended method of kind coffee capsule, passes through the usage record for obtaining coffee capsule in target area；According to the usage record, system
Count the type and its frequency of use of used coffee capsule in the target area；According to the type of the coffee capsule and its make
With frequency, coffee capsule recommendation information is generated.By the above-mentioned means, the embodiment of the present invention, which can reduce user, chooses coffee capsule
When the time it takes, improve the shopping experience of user.
Detailed description of the invention
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 in attached drawing with same reference numbers label are expressed as similar element, remove
Non- to have special statement, composition does not limit the figure in attached drawing.
Fig. 1 is a kind of flow diagram of the recommended method of coffee capsule provided in an embodiment of the present invention；
Fig. 2 is the refinement flow diagram of the step S30 of the recommended method of the coffee capsule in Fig. 1；
Fig. 3 is the flow diagram of the recommended method of another coffee capsule provided in an embodiment of the present invention；
Fig. 4 is the flow diagram of the recommended method of another coffee capsule provided in an embodiment of the present invention；
Fig. 5 is a kind of structural schematic diagram of the recommender system of coffee capsule provided in an embodiment of the present invention；
Fig. 6 is a kind of structural schematic diagram of coffee capsule recommendation server provided in an embodiment of the present invention；
Fig. 7 is a kind of structural schematic diagram of capsule coffee machine provided in an embodiment of the present invention；
Fig. 8 is the structural schematic diagram of the identification module of the capsule coffee machine in Fig. 7.
Referring to Fig. 1 to Fig. 8,100, the recommender system of coffee capsule；10, the terminal device of supplier；20, coffee capsule pushes away
Recommend server；201, first processor；202, first memory；30, the mobile terminal of user；40, capsule coffee machine；401,
Two processors；402, second memory；403, wireless communication module；404, identification module；4041, camera；4042, image is known
Other unit.
Specific embodiment
In order to make the object, technical scheme and advantages of the embodiment of the invention clearer, below in conjunction with the embodiment of the present invention
In attached drawing, technical scheme in the embodiment of the invention is clearly and completely described, it is clear that described embodiment is
A part of the embodiment of the present invention, instead of all the embodiments.Based on the embodiments of the present invention, those of ordinary skill in the art
Every other embodiment obtained without making creative work, shall fall within the protection scope of the present invention.
In addition, as long as technical characteristic involved in the various embodiments of the present invention described below is each other not
Constituting conflict can be combined with each other.
In an embodiment of the present invention, the terminal device of supplier can be the electronic equipments such as computer, terminating machine, user
Mobile terminal can be smart phone, palm PC (Personal Digital Assistant, PDA), tablet computer, intelligence
Energy wrist-watch etc. can show that the electronic equipment of coffee capsule usage record, coffee capsule recommendation server can be Cloud Server, sheet
The servers such as ground server.
Embodiment 1
Referring to Fig. 1, Fig. 1 is a kind of flow diagram of the recommended method of coffee capsule provided in an embodiment of the present invention.
As shown in Figure 1, the method is applied to coffee capsule recommendation server, for example, Cloud Server, the method includes：
Step S10：Obtain the usage record of coffee capsule in target area；
Wherein, the target area refers in certain territorial scope, such as an area, a city or geographically connects
The geographic area of close several cities composition, similar Yangtze River Delta Area, North China etc., or refer to an autonomous region,
The regions concepts such as province.It wherein, include multiple capsule coffee machines in the target area, each capsule coffee machine is joined
Net design, i.e., each capsule coffee machine is connect with the coffee capsule recommendation server, specifically, the capsule coffee
Machine includes bluetooth module or WIFI module, and the capsule coffee machine sends institute for the usage record of itself by bluetooth or WIFI
Coffee capsule recommendation server is stated, specifically, the usage record includes：The kind of coffee capsule in a certain period of time
Class, cup amount, concentration, the access times of coffee capsule, coffee capsule use the time, and etc..The kind of the coffee capsule
Class can be milk flavor, apple aroma, black tea taste, original flavor, cat dung coffee, mocha, latte, flavor latte, American and other kinds
Class.
Wherein, the capsule coffee machine has wireless communication function, can be accessed by bluetooth or WIFI family lan or
Other local area networks are communicatively coupled by local area network and coffee capsule recommendation server.The capsule coffee machine will periodically be sent out
Give the usage record of itself to the coffee capsule recommendation server, the coffee capsule recommendation server will acquire and save mesh
Mark the usage record that capsule coffee machine all in region is sent.Specifically, the transmission frequency of the capsule coffee machine can be set
Rate receives the usage record of the coffee capsule in the target area according to the transmission frequency.Such as：Setting sends frequency
For once a day, the capsule coffee machine sends at daily 0 point to the coffee capsule recommendation server usage record of itself.
Step S20：According to the usage record, count in the target area using coffee capsule type and its make
Use frequency；
Wherein, the capsule coffee machine is provided with identification module, and the identification module includes camera and image recognition
Unit, the capsule coffee machine can identify the type of the coffee capsule, and determine the access times of the coffee capsule.Institute
Capsule coffee machine is stated by sending usage record to the coffee capsule recommendation server, includes the coffee in the usage record
The type and access times of coffee capsule further include coffee capsule using the time, pass through the access times of the coffee capsule
And the time is used, it can determine the frequency of use of the coffee capsule.By obtaining multiple capsule coffees in target area
The usage record of machine can count in the target area type of used coffee capsule and the type is corresponding makes
With frequency, by counting the type and its frequency of use of different coffee capsules, available different types of coffee capsule
Sales volume, determines the type for the coffee capsule that consumer likes the most, and then facilitates the more coffee capsules salable of production.Its
In, different types of coffee capsule can also be ranked up by histogram or line chart, intuitively be found out different types of
The situation of selling well degree of coffee capsule.By the situation of selling well degree of the different types of coffee capsule of determination, be conducive to the supply of coffee capsule
Quotient's emphasis produces coffee capsule salable.
Step S30：According to the type and its frequency of use of the coffee capsule, coffee capsule recommendation information is generated.
Wherein, different types of coffee capsule corresponds to different capsule coffee tastes, and different people is to different capsule coffees
Coffee taste has different hobbies, available the most public by counting the type and its frequency of use of different coffee capsules
The capsule coffee taste of change, alternatively, obtaining degree of the liking ranking of different types of coffee capsule, and generates coffee capsule recommendation
Breath.Wherein, the coffee capsule recommendation information include ranking first three coffee capsule type, price, brand, and etc..
Alternatively, the coffee capsule recommendation information further includes the type, price, brand of the highest coffee capsule of cost performance, and etc..
Specifically, the coffee capsule recommendation information can be sent to the cell phone application of the user, facilitate the user according to described
Coffee capsule recommendation information chooses coffee capsule.
It is the refinement flow diagram of the step S30 of the recommended method of the coffee capsule in Fig. 1 referring again to Fig. 2, Fig. 2；
As shown in Fig. 2, above-mentioned type and its frequency of use according to the coffee capsule, generates coffee capsule recommendation
Breath, including：
Step S31：According to the type of the coffee capsule, the corresponding price of the coffee capsule and brand are determined；
Specifically, the coffee capsule recommendation server preserves the valence of the coffee capsule of all kinds of all brands
Lattice, when usage record is sent the coffee capsule recommendation server by the capsule coffee machine, due to the usage record
In include coffee capsule information, wherein in order to distinguish different types, prevent the coffee glue of the identical taste of different brands
Obscuring between capsule, therefore the information can be specific production number, numbered by the production, can determine institute
The brand and type for stating coffee capsule, by the information of the coffee capsule, in conjunction with the coffee capsule recommendation service
The pricing information saved in device can determine the price and brand of the coffee capsule.
Step S32：According to the type of the coffee capsule and its corresponding price and brand, the coffee capsule is determined
Cost performance；
Specifically, different coffee capsules corresponds to same or different price, while manufacturer's production of different brands
Coffee capsule also correspond to different prices, by comparing the type and its corresponding price and brand of different coffee capsules,
It can determine the cost performance of the coffee capsule.Such as：The property of the coffee capsule can be determined by establishing cost performance model
Valence ratio, the cost performance model includes the type accounting, price accounting, brand accounting of the coffee capsule, for example, can be set
The type accounting 30% of the coffee capsule, price accounting 60%, brand accounting 10%, by presetting different types of coffee glue
The kind class index of capsule presets the brand index of the coffee capsule of different brands, thus by described in cost performance model calculating
The cost performance of coffee capsule obtains the cost performance ranking of coffee capsules all in the market, consumer is facilitated to choose.
Step S33：According to the cost performance of the coffee capsule, coffee capsule recommendation information is generated；
Wherein, ranking is carried out by the cost performance to the coffee capsule, obtains the cost performance ranking information, generate coffee
Coffee capsule recommendation information.Wherein, the coffee capsule recommendation information includes the top ranked coffee capsule type of cost performance, or
Person, the coffee capsule recommendation information includes first three coffee capsule type of cost performance ranking, specifically, the coffee capsule pushes away
Recommend information can also include consumer's degree of liking ranking first three coffee capsule type, price and brand, and etc..It is logical
Generation coffee capsule recommendation information is crossed, consumer is facilitated to choose suitable coffee capsule.
Referring to Fig. 3, Fig. 3 is the process signal of the recommended method of another coffee capsule provided in an embodiment of the present invention
Figure；Wherein, the method includes：
Step S301：The distributed intelligence for obtaining capsule coffee machine in target area, generates the distribution map of capsule coffee machine；
Specifically, the capsule coffee machine is provided with GPRS module, the coffee capsule recommendation server can position institute
The position for stating capsule coffee machine, by positioning the position of the capsule coffee machine, capsule coffee machine in available target area
Distributed intelligence the capsule coffee in the target area can be generated according to the distributed intelligence of capsule coffee machine in target area
The distribution map of coffee machine.Such as：The distributed intelligence of all capsule coffee machines of an available prefecture-level city, and by each capsule
The location information of coffee machine is labeled, and after traversing whole capsule coffee machines, the glue of the prefecture-level city will be generated on map
The distribution map of capsule coffee machine.
Step S302：According to the distribution map of the capsule coffee machine, determine in target area capsule coffee machine distribution compared with
Few sparse region；
Specifically, by the distribution map of the capsule coffee machine in positioning target area, according to the capsule coffee machine
Distribution map can intuitively determine that capsule coffee machine is distributed less sparse region in the target area.Wherein it is possible to logical
The quantity and density that capsule coffee machine marks on map are crossed, if the capsule coffee machine in a certain region in the target area
The negligible amounts and density of label are lower, it is determined that the capsule coffee machine distribution in the region is less, and the region is dilute
Dredge region.Wherein, sparse region can also be determined by the density of population in combining target region.By determining sparse region,
Supplier is facilitated to carry out the layout of capsule coffee machine to the sparse region.It wherein, can also be according to the distribution map, to mesh
The user for marking the blank position in region sends capsule coffee machine recommendation information.
Step S303：The user information of the sparse region is obtained, capsule coffee machine recommendation information and coffee glue are generated
Capsule recommendation information.
Specifically, the user information in the sparse region is obtained by positioning the sparse region, such as：Obtain certain
User information in one cell generates capsule coffee machine recommendation information and coffee capsule recommendation according to the user information
Breath.By the capsule coffee machine recommendation information, the user into the sparse region recommends capsule coffee machine, passes through the coffee
Coffee capsule recommendation information, the user into the sparse region recommend coffee capsule.
Wherein, the method also includes：According to the usage record, the use of the capsule coffee machine in target area is counted
Situation；
Specifically, according to the usage record that the capsule coffee machine is sent, counting target area within the regular hour
The service condition of capsule coffee machine in domain, the service condition include frequently using, and use, are not used once in a while.According to certain
In time range, the usage record of the capsule coffee machine in target area can count the capsule coffee machine in target area
The range of service condition, the target area, by adjusting the range size of target area, can facilitate taking human as adjustment and obtain certain
The service condition of capsule coffee machine in one region, the case where being conducive to the capsule coffee machine for analyzing the region, so that side is anti-
Coffee capsule is reflected in the service condition in the region.
Wherein, the method also includes：According to the service condition of the capsule coffee machine in the target area, statistics is generated
Report；
Specifically, being facilitated by the service condition for counting the capsule coffee machine in the target area in certain time
The development trend that the service condition of the coffee capsule in target area is obtained in range obtains broken line by generating statistical report form
Figure or histogram, the service condition of capsule coffee machine can be intuitively found out by the line chart or histogram, according to the glue
The service condition of capsule coffee machine can be convenient and recommend coffee capsule to the user.
Wherein, the method also includes：According to the statistical report form, the user in target area is analyzed to capsule coffee machine
Usage trend.
Specifically, by the service condition of the capsule coffee machine in record target area, and then statistical report form is generated, according to
Line chart or histogram can be generated in the statistical report form, by the histogram or the line chart, can analyze target area
User in domain can analyze the use in target area according to the usage trend to the usage trend of the capsule coffee machine
The use habit at family.Such as：In a certain small towns, the usage trend of the capsule coffee machine increases comparatively fast, can determine the township
User in town is gradually to increase, and then analyze the user in target area to capsule coffee to the usage trend of capsule coffee machine
The use habit of machine, if the use habit is frequently to use, it is determined that the sales trend of the capsule coffee machine is to be in great demand
Gesture, so can determine the coffee capsule sales trend be situation of selling well trend, be conducive to supplier to the target area into
Row emphasis layout sale capsule coffee machine and/or coffee capsule.
In embodiments of the present invention, by providing a kind of recommended method of coffee capsule, the recommended method includes：It obtains
Take the usage record of coffee capsule in target area；According to the usage record, used coffee in the target area is counted
The type and its frequency of use of capsule；According to the type and its frequency of use of the coffee capsule, coffee capsule recommendation is generated
Breath.By the above-mentioned means, the embodiment of the present invention can reduce the time it takes when user chooses coffee capsule, improve user's
Shopping experience.
Embodiment 2
In embodiments of the present invention, the corresponding capsule coffee machine account of each user, user need to tie up by mobile terminal
Fixed corresponding capsule coffee machine account, specifically, mobile terminal includes：It smart phone, tablet computer, laptop and waits
Deng.The mobile terminal of user is recommended by WIFI wireless network or mobile network, such as 2G, 3G, 4G network connection coffee capsule
Server, user can bind corresponding capsule coffee machine account, each capsule coffee using APP on the mobile terminal
The corresponding unique number of coffee machine, the capsule coffee machine number can be the MAC Address or the capsule of the capsule coffee machine
The IP address of coffee machine can also pass through web page access capsule coffee machine account.Further, the mainboard of the capsule coffee machine
Upper mark is stated the unique number of capsule coffee machine and the two dimensional code of number, and user can be defeated by passing through in APP or webpage
Enter the number of capsule coffee machine or the two dimensional code of capsule coffee machine number is scanned, thus by user account and capsule coffee
Coffee machine number is bound.Capsule coffee machine is numbered into input in user or the two dimensional code of capsule coffee machine number is scanned
Later, user can click the button bound, and the bind request will be sent to the coffee capsule by mobile terminal
Recommendation server, the coffee capsule recommendation server by according to the bind request of the user by user account and capsule coffee
Machine number is bound.User can also be contacted by the staff of APP or webpage and supplier, be reminded described in staff
The service life of capsule coffee machine will expire or seek advice from abnormal problem to staff, pass through coffee capsule recommendation service
Device, the working service that can also exchange capsule coffee machine between user and user by APP on mobile terminal or webpage pass through
It tests, discuss issues.User account is used to store the remaining capsule amount of the capsule coffee machine, the remaining cost of capsule coffee machine,
The access times of capsule coffee machine, capsule coffee machine use the time, and etc..When the remaining cost of the capsule coffee machine
Less than the coffee capsule of a lowest price expense when, the APP, which may remind the user that, supplements user account with money, user
Coffee machine account can be supplemented with money by APP or webpage.Referring to Fig. 4, Fig. 4 be it is provided in an embodiment of the present invention another
The flow diagram of the recommended method of coffee capsule；The recommended method of the coffee capsule is applied to capsule coffee machine, such as Fig. 4 institute
Show, which includes：
Step S41：Obtain the coffee capsule usage record of the capsule coffee machine；
Specifically, the capsule coffee machine is provided with bluetooth module or WIFI module, the corresponding glue of each capsule coffee machine
Capsule coffee machine account, and the corresponding capsule coffee machine account of each user, the mobile terminal of the user can connect the glue
The mobile terminal of capsule coffee machine, the user can be mobile phone, the tablet computer of user, and etc..In the embodiment of the present invention
In, the mobile terminal of the user is the mobile phone of user, and user can connect the capsule coffee machine by cell phone application, described
The coffee capsule usage record of capsule coffee machine can be sent to the mobile phone of the user by bluetooth module or WIFI module
APP receives the coffee capsule usage record that the capsule coffee machine is sent by the cell phone application, and user is available described
The remaining capsule amount of coffee capsule.Wherein, the mobile phone of the user connects the terminal device of the supplier, the shifting of the user
Dynamic terminal can also connect coffee capsule recommendation server, and the user can be by the mobile terminal of user to the supplier
Terminal device send capsule coffee machine usage record, can also to the terminal device of the supplier send shopping information,
Replenish information, capsule coffee machine repair message, and etc..Specifically, the terminal device of the supplier passes through Online Store
Form connect the user, the user passes through hand by Online Store described in capsule coffee machine Account Logon, the user
Machine APP to the supplier send shopping information, the information that replenishes, capsule coffee machine repair message, and etc..
Step S42：According to the coffee capsule usage record, the kind of the used coffee capsule of the capsule coffee machine is counted
Class and its frequency of use；
It, can be according to the usage record, described in statistics specifically, the usage record sent by the capsule coffee machine
The type and its frequency of use of coffee capsule used in capsule coffee machine.Wherein, the capsule coffee machine is provided with identification mould
Block, the identification module include camera and image identification unit, and the capsule coffee machine can identify the coffee capsule
Type, and determine the access times of the coffee capsule.It, can be true according to the type and its access times of the coffee capsule
Determine the frequency of use of the coffee capsule in certain time.
Step S43：According to the type and its frequency of use of the coffee capsule, coffee capsule recommendation information is generated；
Specifically, the generally corresponding domestic consumer of each capsule coffee machine, by the type of the coffee capsule and its make
With frequency, the service condition of the coffee capsule of the corresponding domestic consumer of the available capsule coffee machine passes through the coffee
The type and its frequency of use of capsule can determine the coffee capsule hobby of the domestic consumer, push away to generate coffee capsule
Recommend information.Wherein, different types of coffee capsule corresponds to different capsule coffee tastes, and different people is to different capsule coffee
Taste has different hobbies, available the most popular by counting the type and its frequency of use of different coffee capsules
Capsule coffee taste, alternatively, obtaining degree of the liking ranking of different types of coffee capsule, and generate coffee capsule recommendation
Breath.Wherein, the coffee capsule recommendation information include ranking first three coffee capsule type, price, brand, and etc..
Alternatively, the coffee capsule recommendation information further includes the type, price, brand of the highest coffee capsule of cost performance, and etc..
The usage record that the capsule coffee machine is analyzed according to a period of time, the use for analyzing user are liked and are saved.
Wherein, the capsule coffee machine is also connected with coffee capsule recommendation server, specifically, the coffee capsule recommends clothes
Business device can be Cloud Server, and the Cloud Server carries out big data analysis processing automatically, and the habit according to each user is regular
Carry out push user may interested coffee capsule taste, to allow user that can more easily enjoy different coffee
Mouthfeel.According to the coffee machine use habit of big data analysis user, according to the coffee machine use habit of the user, determine described in
Use pattern of the user to capsule coffee machine.The use pattern includes frequently using, using and seldom use once in a while.Pass through
User can determine the use habit of the coffee capsule of the user to the use pattern of the capsule coffee machine.According to described
The use habit of user can determine the taste hobby of the coffee capsule of the user；If the specific capsule taste makes
It is frequently to use with frequency, it is determined that the specific capsule taste is that the coffee capsule taste of the user is liked.
Wherein, the method also includes：The fault message for monitoring capsule coffee machine, specifically, being made according to the user
The fault message of the capsule coffee machine is determined in conjunction with the remaining capsule amount of the capsule coffee machine with frequency, if when with the head of a household
Between do not use the capsule coffee machine, then to the cell phone application of the corresponding user of the capsule coffee machine send fault recognition information,
The fault recognition information is confirmed by the user, and then determines that the capsule coffee machine breaks down, and is facilitated and is improved user
Capsule coffee machine usage experience.
Wherein, the method also includes：Based on user to the use habit of coffee capsule, the upper new letter of coffee capsule is sent
Cease the terminal device of the user.If the type for the coffee capsule that user uses be it is fixed, can be by the user
Cell phone application send upper new coffee capsule or send in the usage record of the user and there is no the coffee capsule occurred, pass through
The new information in user's transmission is conducive to user and understands different coffee capsule tastes, improves the alternative of user, side
Just user chooses.
Wherein, the corresponding user account of each capsule coffee machine, the recommended method of the coffee capsule further include：
Obtain the shopping information of the coffee capsule of user；
Specifically, the supplier of the coffee capsule is provided with Online Store, the user can be logged in by cell phone application
The Online Store of the supplier, by carrying out the shopping of coffee capsule in the Online Store, the supplier will acquire institute
State the shopping information of the coffee capsule of user.Wherein, the mobile terminal of the user can also send the shopping information to
The capsule coffee machine facilitates the capsule coffee machine according to shopping information and usage record, determines the residue of coffee capsule
Capsule amount.
According to the coffee capsule usage record of the shopping information of the coffee capsule of the user and the capsule coffee machine, obtain
Take the remaining capsule amount of the user；
Specifically, the capsule coffee machine can be according to the shopping information and the capsule coffee of the coffee capsule of the user
The coffee capsule usage record of coffee machine obtains the remaining capsule amount of the user.Wherein, the mobile terminal of the user can also be with
It shows the remaining capsule amount of the user, and the remaining capsule amount of the user can be pushed to the terminal of the supplier
Equipment.
According to the remaining capsule amount of the user, the information that replenishes is generated.
Specifically, what the mobile terminal of the user can be sent according to the shopping information and the capsule coffee machine
Usage record determines the remaining capsule amount of the user.Also, in the remaining glue of the coffee capsule of all categories of the user
When capsule amount is less than one, the information that replenishes is automatically generated, alternatively, the remaining glue of the coffee capsule in a certain type of the user
When capsule amount is less than preset quantity threshold value, the information that replenishes will be automatically generated, and send the information that replenishes to the terminal of supplier
Equipment reminds supplier to carry out coffee capsule to the user and replenishes.It wherein, can also be by positioning the capsule coffee machine
Position；According to the remaining capsule amount of the user and the position of the capsule coffee machine, sent out to the terminal device of supplier
The information that replenishes is sent, so that the supplier carries out with goods the user according to the position of the capsule coffee machine.
Wherein, the shopping information of the coffee capsule according to the user and the coffee capsule of the capsule coffee machine make
With record, the remaining capsule amount of the user is obtained, including：
The authorization message for obtaining user, according to the authorization message, obtain the coffee capsule of user shopping information and
The coffee capsule usage record of capsule coffee machine；
Specifically, the shopping information that the capsule coffee machine obtains the user needs to obtain the authorization of user, the use
Family sends authorization message to the capsule coffee machine by cell phone application, and the capsule coffee machine is obtained according to the authorization message
The shopping information of the coffee capsule of user, according to the shopping information of the coffee capsule of the user and the coffee of the capsule coffee machine
Coffee capsule usage record obtains the remaining capsule amount of the user.By obtaining the remaining capsule amount of the user, facilitate generation
Replenish information.
Wherein, the recommended method of above-mentioned coffee capsule further includes：
According to the type and its frequency of use of the coffee capsule, the use habit of the user is determined.Specifically, default
Frequency threshold determines the frequency of use of specific coffee capsule type, if the frequency of use is greater than or equal to the frequency threshold
Value, it is determined that the user is frequently to use to the use habit of the specific coffee capsule type；If the frequency of use
Less than the frequency threshold, it is determined that the user is to use once in a while to the use habit of the specific coffee capsule type.
According to the use habit of the user in the target area, recommendation information is sent to the terminal device of the supplier.
Receive the solicited message that the terminal device of user is sent；According to the solicited message, counting user is to particular capsule
The demand information of taste；Preset quantity threshold value, if the quantity of the demand information of the user is more than the amount threshold；Send institute
The demand information of user is stated to the terminal device of supplier.
In embodiments of the present invention, described applied to capsule coffee machine by providing a kind of recommended method of coffee capsule
Method includes：Obtain the coffee capsule usage record of the capsule coffee machine；According to the usage record, the capsule coffee is counted
The type and its frequency of use of the used coffee capsule of coffee machine；According to the type and its frequency of use of the coffee capsule, generate
Coffee capsule recommendation information.It chooses and is spent when coffee capsule by the above-mentioned means, the embodiment of the present invention can reduce user
Time improves the shopping experience of user.
Embodiment 3
Referring to Fig. 5, Fig. 5 is a kind of structural schematic diagram of the recommender system of coffee capsule provided in an embodiment of the present invention；
Wherein, which includes：The terminal device 10 of supplier, coffee capsule recommendation server 20, user mobile terminal
30 and capsule coffee machine 40.Wherein, the capsule coffee machine 40 can have multiple, and the mobile terminal 30 of the user connects institute
The terminal device 10, coffee capsule recommendation server 20 and capsule coffee machine 40 of supplier are stated, the terminal of the supplier is set
Standby 10 are also connected with the coffee capsule recommendation server 20, and the coffee capsule recommendation server 20 connects the capsule coffee machine
40.The capsule coffee machine 40 is used to send to the mobile terminal of the user or the coffee capsule recommendation server 20 described
The usage record of the coffee capsule of capsule coffee machine 40.The mobile terminal 30 of the user is mobile phone, and the mobile phone includes on the other hand
Machine APP, the cell phone application are used to show the coffee capsule usage record of the capsule coffee machine 40 of the user.The supplier
Terminal device be computer, the computer include an online shopping mall, the user can pass through the cell phone application log in institute
Online shopping mall is stated, choosing for coffee capsule is carried out.The terminal device 10 of the supplier connects the coffee capsule recommendation service
Device 20, the coffee capsule recommendation information sent for receiving the coffee capsule recommendation server 20.The terminal of the supplier
Equipment can be also used for obtaining the usage record of the coffee capsule in target area.
Wherein, the mobile terminal 30 of the user can be smart phone, palm PC (Personal Digital
Assistant, PDA), tablet computer, smartwatch etc. can receive and show coffee capsule usage record electronic equipment.It should
The terminal device 10 of supplier can be intelligent computer, server etc..The coffee capsule recommendation server 20 can be cloud service
Device, local server, and etc..Wherein, the capsule coffee machine 40 at least one, can be by capsule coffee machine 40
It is numbered, determines the number of the capsule coffee machine 40.Alternatively, the number of the capsule coffee machine 40 can directly pass through institute
Production number or the MAC Address of capsule coffee machine 40 are stated to uniquely determine.
It is a kind of structural representation of coffee capsule recommendation server provided in an embodiment of the present invention referring again to Fig. 6, Fig. 6
Figure.As shown in fig. 6, the coffee capsule recommendation server 20 includes one or more first processors 201 and first memory
202.Wherein, in Fig. 6 by taking a first processor 201 as an example.
First processor 201 can be connected with first memory 202 by bus or other modes, to pass through in Fig. 6
For bus connection.
First memory 202 is used as a kind of non-volatile computer readable storage medium storing program for executing, can be used for storing non-volatile soft
Part program, non-volatile computer executable program and module.First processor 201 is stored in first memory by operation
Non-volatile software program, instruction and module in 202, thereby executing the various function application of the recommended method of coffee capsule
And data processing, that is, realize the recommended method of above method embodiment coffee capsule and each mould of above-mentioned apparatus embodiment
The function of block and unit.
First memory 202 may include high-speed random access memory, can also include nonvolatile memory, such as
At least one disk memory, flush memory device or other non-volatile solid state memory parts.In some embodiments, first
Optional memory 202 includes the memory remotely located relative to first processor 201, these remote memories can pass through net
Network is connected to first processor 201.The example of above-mentioned network includes but is not limited to internet, intranet, local area network, movement
Communication network and combinations thereof.
The module is stored in the first memory 202, is held when by one or more of first processors 201
When row, the recommended method of the coffee capsule in above-mentioned any means embodiment is executed, for example, executing Fig. 1 to Fig. 4 described above
Each step shown in any one.
Referring to Fig. 7, Fig. 7 is a kind of structural schematic diagram of capsule coffee machine provided in an embodiment of the present invention；Such as Fig. 7 institute
Show, the capsule coffee machine 40 include one or more second processors 401, second memory 402, wireless communication module 403 with
And identification module 404.Wherein, in Fig. 7 by taking a second processor 401 as an example.
Second processor 401 can be connected with second memory 402 by bus or other modes, to pass through in Fig. 7
For bus connection.
Second memory 402 is used as a kind of non-volatile computer readable storage medium storing program for executing, can be used for storing non-volatile soft
Part program, non-volatile computer executable program and module.Second processor 401 is stored in second memory by operation
Non-volatile software program, instruction and module in 402, thereby executing the various function application of the recommended method of coffee capsule
And data processing, that is, realize the recommended method of above method embodiment coffee capsule and each mould of above-mentioned apparatus embodiment
The function of block and unit.
Second memory 402 may include high-speed random access memory, can also include nonvolatile memory, such as
At least one disk memory, flush memory device or other non-volatile solid state memory parts.In some embodiments, second
Optional memory 402 includes the memory remotely located relative to second processor 401, these remote memories can pass through net
Network is connected to second processor 401.The example of above-mentioned network includes but is not limited to internet, intranet, local area network, movement
Communication network and combinations thereof.
The module is stored in the second memory 402, is held when by one or more of second processors 401
When row, the recommended method of the coffee capsule in above method embodiment is executed, for example, executing described above shown in Fig. 3 each
A step.
It is being please the structural schematic diagram of the identification module of capsule coffee machine in Fig. 7 refering to Fig. 8, Fig. 8.As shown in figure 8, institute
Stating identification module 404 includes：Camera 4041 and image identification unit 4042.The camera 4041, which connects described image, to be known
Other unit 4042, the type and brand of the above-mentioned coffee capsule for identification of described image recognition unit 4042.Specifically, described
Image identification unit 4042 is image recognizer.
The embodiment of the invention also provides a kind of nonvolatile computer storage media, the computer storage medium storage
Have computer executable instructions, which is executed by one or more processors, may make said one or
The recommended method of the coffee capsule in above-mentioned any means embodiment can be performed in multiple processors.
Device or apparatus embodiments described above is only schematical, wherein it is described as illustrated by the separation member
Unit module may or may not be physically separated, and the component shown as modular unit can be or can also
Not to be physical unit, it can it is in one place, or may be distributed on multiple network module units.It can basis
It is actual to need that some or all of the modules therein is selected to achieve the purpose of the solution of this embodiment.
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 this understanding, above-mentioned technology
Scheme substantially in other words can be embodied in the form of software products the part that the relevant technologies contribute, the computer
Software product may be stored in a computer readable storage medium, such as ROM/RAM, magnetic disk, CD, including some instructions are with directly
To computer equipment (can be personal computer, server or the network equipment etc.) execute 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 embodiments 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 is still possible to modify the technical solutions described in the foregoing embodiments, or to part of skill
Art feature is equivalently replaced；And these are modified or replaceed, 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 (11)
1. a kind of recommended method of coffee capsule is applied to coffee capsule recommendation server, which is characterized in that the method packet
It includes：
Obtain the usage record of coffee capsule in target area；
According to the usage record, the type and its frequency of use of used coffee capsule in the target area are counted；
According to the type and its frequency of use of the coffee capsule, coffee capsule recommendation information is generated.
2. recommended method according to claim 1, which is characterized in that the type according to the coffee capsule and its make
With frequency, coffee capsule recommendation information is generated, including：
According to the type of the coffee capsule, the corresponding price of the coffee capsule and brand are determined；
According to the type of the coffee capsule and its corresponding price and brand, the cost performance of the coffee capsule is determined；
According to the cost performance of the coffee capsule, coffee capsule recommendation information is generated.
3. recommended method according to claim 1, which is characterized in that the method also includes：
The distributed intelligence for obtaining capsule coffee machine in target area, generates the distribution map of capsule coffee machine；
According to the distribution map of the capsule coffee machine, determine that capsule coffee machine is distributed less sparse region in target area；
The user information of the sparse region is obtained, capsule coffee machine recommendation information and coffee capsule recommendation information are generated.
4. recommended method according to claim 1, which is characterized in that the method also includes：
According to the usage record, the service condition of the capsule coffee machine in target area is counted；
According to the service condition of the capsule coffee machine in the target area, statistical report form is generated；
According to the statistical report form, the user in target area is analyzed to the usage trend of capsule coffee machine.
5. a kind of recommended method of coffee capsule is applied to capsule coffee machine, which is characterized in that the method includes：
Obtain the coffee capsule usage record of the capsule coffee machine；
According to the coffee capsule usage record, the type of the used coffee capsule of the capsule coffee machine is counted and its using frequency
Rate；
According to the type and its frequency of use of the coffee capsule, coffee capsule recommendation information is generated.
6. recommended method according to claim 5, which is characterized in that each corresponding user's account of the capsule coffee machine
Family, the method also includes：
Obtain the shopping information of the coffee capsule of user；
According to the coffee capsule usage record of the shopping information of the coffee capsule of the user and the capsule coffee machine, institute is obtained
State the remaining capsule amount of user；
According to the remaining capsule amount of the user, the information that replenishes is generated.
7. recommended method according to claim 6, which is characterized in that the shopping of the coffee capsule according to the user
The coffee capsule usage record of information and the capsule coffee machine obtains the remaining capsule amount of the user, including：
The authorization message for obtaining user obtains the shopping information and capsule of the coffee capsule of user according to the authorization message
The coffee capsule usage record of coffee machine；
According to the coffee capsule usage record of the shopping information of the coffee capsule of the user and the capsule coffee machine, institute is obtained
State the remaining capsule amount of user.
8. recommended method according to claim 5, which is characterized in that the method also includes：
According to the type and its frequency of use of the coffee capsule, the use habit of the user is determined.
9. recommended method according to claim 8, which is characterized in that the type according to the coffee capsule and its make
With frequency, the use habit of the user is determined, including：
Predeterminated frequency threshold value determines the frequency of use of specific coffee capsule type, if the frequency of use is greater than or equal to institute
State frequency threshold, it is determined that the user is frequently to use to the use habit of the specific coffee capsule type；
If the frequency of use is less than the frequency threshold, it is determined that the user makes the specific coffee capsule type
It is to use once in a while with habit.
10. recommended method according to claim 6, which is characterized in that the method also includes：
Position the position of the capsule coffee machine；
According to the remaining capsule amount of the user and the position of the capsule coffee machine, sends and mend to the terminal device of supplier
Goods information.
11. a kind of recommender system of coffee capsule, which is characterized in that the recommender system includes：
Coffee capsule recommendation server, the coffee capsule recommendation server include：At least one first processor；And with
The first memory of at least one first processor communication connection；Wherein, be stored with can be described for the first memory
The instruction that at least one first processor executes, described instruction executed by least one described first processor so that it is described extremely
A few first processor is able to carry out the recommended method of the described in any item coffee capsules of claim 1-4.
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| CN201810547170.XA CN108876516A (en) | 2018-05-31 | 2018-05-31 | A kind of recommended method and system of coffee capsule |
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| Application Number | Priority Date | Filing Date | Title |
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| CN201810547170.XA CN108876516A (en) | 2018-05-31 | 2018-05-31 | A kind of recommended method and system of coffee capsule |
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Cited By (1)
| Publication number | Priority date | Publication date | Assignee | Title |
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| CN111563195A (en) * | 2020-02-29 | 2020-08-21 | 佛山市云米电器科技有限公司 | Beverage recommendation method and device and computer-readable storage medium |
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