CN106548380A - The method and apparatus of Data acquisition and issuance - Google Patents
The method and apparatus of Data acquisition and issuance Download PDFInfo
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- CN106548380A CN106548380A CN201611056805.3A CN201611056805A CN106548380A CN 106548380 A CN106548380 A CN 106548380A CN 201611056805 A CN201611056805 A CN 201611056805A CN 106548380 A CN106548380 A CN 106548380A
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Abstract
The purpose of the application is to provide a kind of method and apparatus of Data acquisition and issuance, the application is by squeezing consumption information when orange juice user equipment end collection user consumes every time, wherein, the consumption information includes the current geographic position for squeezing orange juice user equipment numbering, squeezing orange juice user equipment, consumption time, one kind or combination in any for buying in cup number, buying pattern information, transaction ID information, user totem information and user images information;Then, the consumption information is transmitted to the network equipment;Consumption information when network equipment receive user is consumed every time, consumption information is analyzed, obtain corresponding analysis result, subsequently, resulting analysis result is fed back to into the squeezing orange juice user equipment or mobile terminal device, so that operation management personnel or user carry out corresponding processing scheme according to the feedback information for squeezing orange juice user equipment or mobile terminal device, more convenient, higher-quality service is provided the user.
Description
Technical field
The application is related to computer realm, more particularly to a kind of method and apparatus of Data acquisition and issuance.
Background technology
Although the bottled or canned juice for modernizing big production of machinery can be longer with the holding time, inevitably need
Add other raw materials, and extended the shelf life using anticorrosion process, freshness cannot ensure.Although the compact juicer of domestic can
To ensure the fresh of food materials, but crushing juice rate is low, and cleaning is wasted time and energy, and the family that can only be adapted to a small amount of people uses.According to it is above-mentioned go out
Existing problem, some operators are provided with the most of user of satisfaction in some subway stations of city, bus station or other public places
The machine equipment of squeezing the juice of the demand of drinking orange juice, ensure that the freshness of orange juice while having provided the user convenient, however, at present
Machine equipment of squeezing the juice is self-existent, the data of juice extractor equipment end is not acquired and is analyzed, it is impossible to obtain every in time
Platform is squeezed the juice the sales volume information of machine equipment, carries out position adjustment to machine equipment of squeezing the juice according to sales volume information;Simultaneously can not provide with
The relevant information of orange juice is squeezed to user to provide selection or carry out other activities.
Application content
One purpose of the application is to provide a kind of method and apparatus of Data acquisition and issuance, the existing skill of problem of solution
Lack the problem to squeezing the data acquisition that orange juice user equipment end is carried out and the optimization to squeezing orange juice user equipment in art.
According to the one side of the application, there is provided a kind of method of squeezing orange juice user equipment end data collection, the method
Including:
Consumption information of collection user when consuming every time, wherein, the consumption information include squeezing orange juice user equipment numbering,
The current geographic position of squeezing orange juice user equipment, consumption time, purchase cup number, buying pattern information, transaction ID information, user
One kind or combination in any in identification information and user images information;
The consumption information is transmitted to the network equipment.
Further, in said method, the buying pattern information includes:Cash, entity member card, electronics member card,
Third-party payment mode.
Further, in said method, the consumption information is transmitted to the network equipment, is also included:
The analysis result obtained according to the consumption information is obtained from the network equipment;
Determined according to the analysis result and squeeze the corresponding processing scheme in orange juice user equipment end.
Further, determined according to the analysis result and squeeze the corresponding processing scheme in orange juice user equipment end, including with
Under at least any one:
When the network equipment feeds back the analysis result for squeezing orange juice user equipment in the sales volume information of its current geographic position
When, according to the sales volume information adjustment it is described squeeze orange juice user equipment geographical position layout, wherein, the sales volume information according to
The squeezing orange juice user equipment numbering and the purchase cup number determine;
When the analysis result of the network equipment feedback user characteristic information, judge to disappear according to the user's characteristic information
Take colony, wherein, the user's characteristic information is determined by the user images information;
When the analysis result of the network equipment feedback user zone of action information, believed according to the User Activity region
The merchandise news pushed in the User Activity region is ceased to the user, wherein, the User Activity area information is according to institute
The current geographic position that orange juice user equipment is squeezed in stating a plurality of consumption information of user determines;
When analysis result of the network equipment feedback user to orange juice preference degree, according to the user's preferences degree
Related product is pushed to the user, wherein, the user's preferences degree is according to the quantity of the consumption information of the user and every
The cup number bought in bar consumption information determines;
When the analysis result of the network equipment feedback user frequency of usage highest buying pattern, according to the user
The buying pattern of frequency of usage highest recommends the other users of identical buying pattern to the user, wherein, the user
The buying pattern of frequency of usage highest is according to buying pattern information in a plurality of consumption information and every consumption information of the user
It is determined that.
According to further aspect of the application, there is provided a kind of method of network equipment end data analysis, the method include:
From the consumption information squeezed when orange juice user equipment end acquisition user consumes every time, wherein, the consumption information includes
Squeeze orange juice user equipment numbering, the current geographic position of squeezing orange juice user equipment, consumption time, purchase cup number, buying pattern letter
One kind or combination in any in breath, transaction ID information, user totem information and user images information;
The consumption information is analyzed, analysis result is obtained;
The analysis result is fed back to into the squeezing orange juice user equipment or mobile terminal device.
Further, the buying pattern information includes:Cash, entity member card, electronics member card, Third-party payment side
Formula.
Further, the consumption information is analyzed, obtains analysis result, including:
All consumption information are sorted out according to the squeezing orange juice user equipment numbering for squeezing the transmission of orange juice user equipment,
Obtain each categorization results for squeezing the corresponding a plurality of consumption information of orange juice user equipment;
According to the purchase cup number in every consumption information in the categorization results, described each squeezing orange juice user equipment is obtained
In the analysis result of the sales volume information of its current geographic position.
Further, the consumption information is analyzed, obtains analysis result, including:
The user images information that orange juice user equipment sends is squeezed according to described, the analysis result of user's characteristic information is obtained.
Further, the consumption information is analyzed, obtains analysis result, including:
All consumption information are sorted out according to the user totem information for squeezing the transmission of orange juice user equipment, obtain every
The categorization results of the corresponding a plurality of consumption information of individual user totem information;
According to the current geographic position of the squeezing orange juice user equipment in every consumption information in the categorization results, obtain
The analysis result of the corresponding User Activity area information of each user totem information.
Further, the consumption information is analyzed, obtains analysis result, including:
All consumption information are sorted out according to the user totem information for squeezing the transmission of orange juice user equipment, obtain every
The categorization results of the corresponding a plurality of consumption information of individual user totem information;
According to the cup number of the purchase in the bar number and every consumption information of consumption information in the categorization results, obtain described
Analysis result of the corresponding user of each user totem information to orange juice preference degree.
Further, the consumption information is analyzed, obtains analysis result, including:
All consumption information are sorted out according to the user totem information for squeezing the transmission of orange juice user equipment, obtain every
The categorization results of the corresponding a plurality of consumption information of individual user totem information;
Buying pattern information in every consumption information in the categorization results is counted, user's frequency of usage is obtained
The analysis result of highest buying pattern.
According to the another aspect of the application, there is provided a kind of squeezing orange juice user equipment of data acquisition, wherein, the squeezing
Orange juice user equipment includes:
Harvester, for gathering consumption information when user consumes every time, wherein, the consumption information includes squeezing orange juice
User equipment numbering, the current geographic position for squeezing orange juice user equipment, consumption time, purchase cup number, buying pattern information, transaction
One kind or combination in any in identification information, user totem information and user images information;
Transmitting device, for the consumption information is transmitted to the network equipment.
Further, the buying pattern information includes:Cash, entity member card, electronics member card, Third-party payment side
Formula.
Further, the squeezing orange juice user equipment also includes:
Acquisition device, for obtaining the analysis result obtained according to the consumption information from the network equipment;
Processing meanss, squeeze the corresponding processing scheme in orange juice user equipment end for determining according to the analysis result.
Further, the processing meanss are used for following at least any one:
When the network equipment feeds back the analysis result for squeezing orange juice user equipment in the sales volume information of its current geographic position
When, according to the sales volume information adjustment it is described squeeze orange juice user equipment geographical position layout, wherein, the sales volume information according to
The squeezing orange juice user equipment numbering and the purchase cup number determine;
When the analysis result of the network equipment feedback user characteristic information, judge to disappear according to the user's characteristic information
Take colony, wherein, the user's characteristic information is determined by the user images information;
When the analysis result of the network equipment feedback user zone of action information, believed according to the User Activity region
The merchandise news pushed in the User Activity region is ceased to the user, wherein, the User Activity area information is according to institute
The current geographic position that orange juice user equipment is squeezed in stating a plurality of consumption information of user determines;
When analysis result of the network equipment feedback user to orange juice preference degree, according to the user's preferences degree
Related product is pushed to the user, wherein, the user's preferences degree is according to the quantity of the consumption information of the user and every
The cup number bought in bar consumption information determines;
When the analysis result of the network equipment feedback user frequency of usage highest buying pattern, according to the user
The buying pattern of frequency of usage highest recommends the other users of identical buying pattern to the user, wherein, the user
The buying pattern of frequency of usage highest is according to buying pattern information in a plurality of consumption information and every consumption information of the user
It is determined that.
According to the another aspect of the application, there is provided a kind of network equipment of data analysiss, wherein, the network equipment
Including:
Reception device, for consumption information when user consumes every time is obtained from squeezing orange juice user equipment end, wherein, it is described
Consumption information includes the current geographic position for squeezing orange juice user equipment numbering, squeezing orange juice user equipment, consumption time, buys cup
One kind or combination in any in number, buying pattern information, transaction ID information, user totem information and user images information;
Analytical equipment, for being analyzed to the consumption information, obtains analysis result;
Feedback device, for the analysis result is fed back to the squeezing orange juice user equipment or mobile terminal device.
Further, the buying pattern information includes:Cash, entity member card, electronics member card, Third-party payment side
Formula.
Further, the analytical equipment is used for:
All consumption information are sorted out according to the squeezing orange juice user equipment numbering for squeezing the transmission of orange juice user equipment,
Obtain each categorization results for squeezing the corresponding a plurality of consumption information of orange juice user equipment;
According to the purchase cup number in every consumption information in the categorization results, described each squeezing orange juice user equipment is obtained
In the analysis result of the sales volume information of its current geographic position.
Further, the analytical equipment is used for:
The user images information that orange juice user equipment sends is squeezed according to described, the analysis result of user's characteristic information is obtained.
Further, the analytical equipment is used for:
All consumption information are sorted out according to the user totem information for squeezing the transmission of orange juice user equipment, obtain every
The categorization results of the corresponding a plurality of consumption information of individual user totem information;
According to the current geographic position of the squeezing orange juice user equipment in every consumption information in the categorization results, obtain
The analysis result of the corresponding User Activity area information of each user totem information.
Further, the analytical equipment is used for:
All consumption information are sorted out according to the user totem information for squeezing the transmission of orange juice user equipment, obtain every
The categorization results of the corresponding a plurality of consumption information of individual user totem information;
According to the cup number of the purchase in the bar number and every consumption information of consumption information in the categorization results, obtain described
Analysis result of the corresponding user of each user totem information to orange juice preference degree.
Further, the analytical equipment is used for:
All consumption information are sorted out according to the user totem information for squeezing the transmission of orange juice user equipment, obtain every
The categorization results of the corresponding a plurality of consumption information of individual user totem information;
Buying pattern information in every consumption information in the categorization results is counted, user's frequency of usage is obtained
The analysis result of highest buying pattern.
Compared with prior art, the application is by squeezing consumption letter when orange juice user equipment end collection user consumes every time
Breath, wherein, the consumption information includes squeezing orange juice user equipment numbering, the current geographic position for squeezing orange juice user equipment, consumption
Time, purchase cup number, buying pattern information, transaction ID information, the one kind in user totem information and user images information or
Combination in any;Then, the consumption information is transmitted to the network equipment so that it is no longer to be individually present fortune to squeeze orange juice user equipment
OK, the vacancy in the related consumer information for squeezing orange juice user equipment end collection user is compensate for, is subsequent network device to consumption
The analysis of information provides mass data source.Further, consumption information when network equipment receive user is consumed every time, offsets
Charge information is analyzed, and obtains corresponding analysis result, subsequently, resulting analysis result is fed back to the squeezing orange juice user
Equipment or mobile terminal device, so that operation management personnel or user are according to squeezing the anti-of orange juice user equipment or mobile terminal device
Feedforward information carries out corresponding processing scheme, provides the user more convenient, higher-quality service.
Description of the drawings
By reading the detailed description made to non-limiting example made with reference to the following drawings, the application other
Feature, objects and advantages will become more apparent upon:
Fig. 1 illustrates that a kind of flow process of the method for the squeezing orange juice user equipment end data collection according to the application one side is shown
It is intended to;
Fig. 2 illustrates that a kind of flow process of the method for the network equipment end data analysis according to the application other side is illustrated
Figure;
Fig. 3 illustrates a kind of structural representation of the squeezing orange juice user equipment of the data acquisition according to the application another aspect
Figure;
Fig. 4 illustrates a kind of structural representation of the network equipment of the data analysiss according to the application another aspect.
In accompanying drawing, same or analogous reference represents same or analogous part.
Specific embodiment
Below in conjunction with the accompanying drawings the application is described in further detail.
In one typical configuration of the application, terminal, the equipment of service network and trusted party include one or more
Processor (CPU), input/output interface, network interface and internal memory.
Internal memory potentially includes the volatile memory in computer-readable medium, random access memory (RAM) and/or
The forms such as Nonvolatile memory, such as read only memory (ROM) or flash memory (flash RAM).Internal memory is computer-readable medium
Example.
Computer-readable medium includes that permanent and non-permanent, removable and non-removable media can be by any method
Or technology is realizing information Store.Information can be computer-readable instruction, data structure, the module of program or other data.
The example of the storage medium of computer includes, but are not limited to phase transition internal memory (PRAM), static RAM (SRAM), moves
State random access memory (DRAM), other kinds of random access memory (RAM), read only memory (ROM), electric erasable
Programmable read only memory (EEPROM), fast flash memory bank or other memory techniques, read-only optical disc read only memory (CD-ROM),
Digital versatile disc (DVD) or other optical storages, magnetic cassette tape, magnetic disk storage or other magnetic storage apparatus or
Any other non-transmission medium, can be used to store the information that can be accessed by a computing device.Define according to herein, computer
Computer-readable recording medium does not include non-temporary computer readable media (transitory media), the such as data signal and carrier wave of modulation.
Fig. 1 illustrates that a kind of flow process of the method for the squeezing orange juice user equipment end data collection according to the application one side is shown
It is intended to;Methods described includes step S11 and step S12, wherein, in step s 11, gather consumption letter when user consumes every time
Breath, wherein, the consumption information includes squeezing orange juice user equipment numbering, the current geographic position for squeezing orange juice user equipment, consumption
Time, purchase cup number, buying pattern information, transaction ID information, the one kind in user totem information and user images information or
Combination in any;In step s 12, the consumption information is transmitted to the network equipment.User is bought on orange juice user equipment is squeezed
During orange juice, squeeze orange juice user equipment and can produce a consumer record, and the consumer record is passed through into network transmission to the network equipment
To carry out the statistical analysiss of data so that it is no longer to be individually present operation to squeeze orange juice user equipment, compensate for squeezing orange juice user
The vacancy of the related consumer information of equipment end collection user, provides mass data for analysis of the subsequent network device to consumer record
Source.
Specifically, in step s 11, consumption information when user consumes every time is gathered, wherein, the consumption information includes
Squeeze orange juice user equipment numbering, the current geographic position of squeezing orange juice user equipment, consumption time, purchase cup number, buying pattern letter
One kind or combination in any in breath, transaction ID information, user totem information and user images information;In one embodiment, when
User can produce a consumer record on squeezing orange juice user equipment and disappear when squeezing and buying orange juice on orange juice user equipment for certain
Charge information, this consumer record include this consumption place identification number of user and the current geographic position of the machine, user this
Consumption time, this purchase cup number, this user use buying pattern, this transaction ID (such as order number), Yong Hubiao
The user images information known, gathered by front-facing camera.For example, user is that purchase orange is carried out on the equipment of squeezing the juice of M in numbering
Juice, using Alipay account as ID, to distinguish different user, then it is Z that the consumer record for producing is Alipay account
User geographical position be d place numbering be on the equipment of squeezing the juice of M, to have purchased m cup orange juices, consumption time be n minutes, start to disappear
Time-consuming current time is xxx:xx:X, trading order form number are s, and the image information of the user is shot by front-facing camera.
Here, the current geographic position for squeezing orange juice user equipment can be represented with longitude and latitude, produced on above-mentioned squeezing orange juice user equipment
The content of bar consumer record is only the citing of the application, may also comprise above-mentioned squeezing orange juice user equipment numbering, squeezing orange juice user and sets
Current time, consumption when standby current geographic position, consumption time used, purchase cup number, buying pattern information, trading standard
One kind or combination in any in knowledge information, user totem information and user images information, such as according to user's electronic account or
When the account of tripartite's means of payment is as ID, if selecting always to pay in cash in the buying pattern of user, then disappear
User totem information is may not include in charge information.
Specifically, in step s 12, the consumption information is transmitted to the network equipment.Here, each squeezes orange juice user setting
The network equipment is transmitted through the network to for the consumption information produced when each user for being gathered is consumed every time, is the network equipment
The analysis that customer consumption information is carried out to squeezing orange juice user equipment end provides Data Source.
Preferably, the buying pattern information includes:Cash, entity member card, electronics member card, Third-party payment side
Formula.Here, when user carries out purchase orange juice on orange juice user equipment is squeezed, purchase can be flexibly selected on the display interface of equipment
Mode, as selected to pay in cash, is inserted coins, if user has member card, selects entity member card or electronics member sticks into
Row consumption, it is also possible to paid by Third-party payment mode such as Alipay, wechat, QQ.The choosing of various buying patterns is provided
Passage is selected, the mode for flexibly selecting oneself to like for facilitating user autonomous is consumed, improve Consumer's Experience, and by purchase
The collection of buyer's formula information can further be optimized to squeezing orange juice equipment, as selected Third-party payment mode to be consumed
Comparison is more, then the flow process of squeezing the juice that squeeze the Third-party payment mode in the user control interface on orange juice equipment can be optimized,
Can carry out improving purchase orange juice speed, or the safety guarantee that the personal information of user can be strengthened.In addition, also dependent on collection
Buying pattern information recommends the common fan of the same means of payment for user, to carry out the interaction between user.
Preferably, in said method, the consumption information is transmitted to the network equipment, is also included:Step S13, from
The network equipment obtains the analysis result obtained according to the consumption information;Step S14, determines according to the analysis result and squeezes
The corresponding processing scheme in orange juice user equipment end.Here, squeeze orange juice user equipment the consumption information for being gathered is transmitted to network
Equipment, obtains analysis result by the data analysiss of the network equipment, can be according to the analysis result of feedback to squeezing orange juice user equipment
It is optimized or provides the user related service.
The corresponding processing scheme in orange juice user equipment end is squeezed it is highly preferred that determining according to the analysis result, including it is following
At least any one:When the network equipment feeds back the analysis knot for squeezing orange juice user equipment in the sales volume information of its current geographic position
During fruit, according to the sales volume information adjustment geographical position layout for squeezing orange juice user equipment, wherein, the sales volume information root
Determine according to the squeezing orange juice user equipment numbering and the purchase cup number;When dividing for the network equipment feedback user characteristic information
During analysis result, the consumer group is judged according to the user's characteristic information, wherein, the user's characteristic information is by the user images
Information determines;When the analysis result of the network equipment feedback user zone of action information, according to the User Activity region
Information pushes the merchandise news in the User Activity region to the user, wherein, the User Activity area information according to
The current geographic position that orange juice user equipment is squeezed in a plurality of consumption information of the user determines;When network equipment feedback is used
When family is to the analysis result of orange juice preference degree, related product is pushed to the user according to the user's preferences degree, wherein,
The user's preferences degree is determined according to the cup number bought in the quantity and every consumption information of the consumption information of the user;When
During the analysis result of the network equipment feedback user frequency of usage highest buying pattern, according to user's frequency of usage most
High buying pattern recommends the other users of identical buying pattern to the user, wherein, user's frequency of usage is most
High buying pattern is determined according to buying pattern information in a plurality of consumption information and every consumption information of the user.
Here, each is got from the network equipment squeezes sales volume situation of the orange juice user equipment in current geographic position, root
The location layout of squeezing orange juice user equipment, for example, the ground that from the network equipment gets are adjusted according to sales volume situation manually
The sales volume of the squeezing orange juice user equipment at reason position is less, and the sales volume of the squeezing orange juice user equipment of some geographical locations is larger,
The squeezing orange juice user equipment of layout correlation geographical location is carried out again then.In one embodiment, get in geographical position
The sales volume of the squeezing orange juice user equipment being set at d1 is m1, and m1 is larger and Fructus Citri junoriss in orange juice user equipment are squeezed in d1 positions at this
Supplement interval shorter, then d1 positions or neighbouring surrounding can be further added by one or more squeezing orange juice user equipmenies in this place, meet and use
Family purchasing demand.When the analysis result of user's characteristic information is got from the network equipment, the age of consumption user is such as obtained
And sex, can according to the age of consumption user and sex be inferred to buy it is this squeeze that orange juice user equipment provided squeeze the juice disappear
Take colony;For example, consumption user is got from the network equipment in the intersegmental number of the age of 15-25 year at most, wherein, women
The ratio for accounting for is higher than male, then the main consumer group for being inferred to the orange juice of the product offer of squeezing orange juice user equipment is 15-25
Year age bracket women, in addition, also dependent on this consumer group's feature carry out squeeze orange juice user equipment on user control interface
In optimization, such as the advertising message on interface mostly be women like or have a preference for select consumption some advertising messages so that satisfaction
The demand of the consumer group;In a preferred embodiment, according to this information of the consumer group for determining to squeezing orange juice user equipment
Interior raw material is improved, and such as improves cup, the design of bowl cover so that more meet the theory of the consumer group and like, be
The consumer group provides more convenient, higher-quality service.It is User Activity area information when what is obtained from the network equipment
During analysis result, wherein, User Activity area information for user range of activity and track, according to User Activity area information to
The user pushes the merchandise news in User Activity region, such as pushes the preferential businessman in the range of User Activity and commodity give a discount
Situation, provides the user and more easily services, and improves Consumer's Experience, it should be noted that can be according to mobile client device
User is positioned, further according to the equipment in geographical position, the activity on equipment is pushed on corresponding client device.When
When user is obtained from the network equipment to the analysis result of orange juice preference degree, user is divided into into 3 grades to orange juice preference degree such as:
Typically, like, enjoy a lot, related product is pushed to associated user according to user's preferences degree, such as preference degree is one
As, the user that likes, enjoy a lot push the related product that different possibility users can like respectively.When obtaining from the network equipment
When getting the analysis result of user's frequency of usage highest buying pattern, such as ID uses Third-party payment for the user of m
Wechat purchase orange juice number of times in mode is more, then can recommend common hobby user to the user, carry out the interaction between user.Need
It is noted that the analysis result of above-mentioned several network equipments can feed back to squeezing orange juice user equipment, orange juice user equipment is being squeezed
It is upper to determine corresponding processing scheme, the user's characteristic information that orange juice user equipment receives network equipment feedback is such as squeezed, according to this
The consumer group being inferred to carries out recommending some consumer groups possible on the user control interface on orange juice user equipment is squeezed
The style such as the merchandise news of preference or the color in user control interface of improving, figure so that the consumer group more likes, its
In, user control interface is user and squeeze interface when orange juice user equipment carries out man-machine interaction, enterprising in user control interface
Row clicks on selection operation etc., such as selects buying pattern, selects purchase cup number etc..The analysis result of above-mentioned several network equipments may be used also
Mobile terminal device is fed back to, such as mobile terminal device receives the analysis knot of the User Activity area information of network equipment feedback
Really, user can carry out consulting the preferential businessman in the range of oneself zone of action and commodity discounting situation on the mobile terminal device.
Certainly, the analysis result for squeezing the user's characteristic information that orange juice user equipment receives network equipment feedback is only for example, and can also receive
The analysis result of the User Activity area information of network equipment feedback, carries out pushing User Activity scope on user control interface
Interior preferential businessman and commodity discounting situation.In sum, squeeze orange juice user equipment or mobile terminal device can receive network
One or more analysis result in the above-mentioned analysis result of equipment feedback, and determined according to the analysis result for being obtained corresponding
Processing scheme.
Fig. 2 illustrates that a kind of flow process of the method for the network equipment end data analysis according to the application other side is illustrated
Figure;Methods described includes:Step S21, step S22 and step S23, wherein, in the step s 21, from squeezing orange juice user equipment end
Consumption information when user consumes every time is obtained, wherein, the consumption information includes squeezing orange juice user equipment numbering, squeezes orange juice use
The current geographic position of family equipment, consumption time, purchase cup number, buying pattern information, transaction ID information, user totem information
With the one kind or combination in any in user images information;Here, the data acquisition for squeezing orange juice user equipment end is carried for the network equipment
Analytical data source is supplied, the consumption information when network equipment is consumed every time according to the user for receiving is in step S22 to consumption
Information is analyzed, and obtains corresponding analysis result, then carries out step S23, resulting analysis result is fed back to described
Orange juice user equipment or mobile terminal device are squeezed, so that operation management personnel or user are according to squeezing orange juice user equipment or mobile whole
The feedback information of end equipment carries out corresponding processing scheme.For example, squeeze the user that orange juice user equipment receives network equipment feedback
Characteristic information, carries out recommendation one according on user control interface of the consumer group being inferred to this on orange juice user equipment is squeezed
The style such as merchandise news that a little consumer groups may have a preference for or the color in user control interface of improving, figure so that consumption
Colony more likes, wherein, user control interface is user and squeeze interface when orange juice user equipment carries out man-machine interaction, with
Carry out clicking on selection operation etc. in the controlling interface of family, such as select buying pattern, select purchase cup number etc..For another example, mobile terminal sets
The analysis result of the standby User Activity area information for receiving network equipment feedback, user can be consulted on the mobile terminal device
Preferential businessman and commodity discounting situation in the range of oneself zone of action.
Preferably, the buying pattern information includes:Cash, entity member card, electronics member card, Third-party payment side
Formula.Here, the buying pattern squeezed in the consumption information sent by orange juice user equipment for receiving includes various buying patterns, such as may be used
User is got whether using cash purchase orange juice, or is purchased using the entity member card in member card or electronics member card
Buy, or Third-party payment mode, the means of payment that such as Alipay, wechat, QQ payments etc. are carried out by third-party application.By obtaining
The buying pattern information for taking can analyze the corresponding preference buying pattern of each user totem information and according to all users'
Buying pattern obtains the most frequently used buying pattern, to the most frequently used purchase on the user control interface on orange juice user equipment is squeezed
The process of purchase of mode is optimized, and improves Consumer's Experience.
Preferably, in step S22, the consumption information is analyzed, analysis result is obtained, including:According to described
The squeezing orange juice user equipment numbering for squeezing the transmission of orange juice user equipment is sorted out to all consumption information, obtains each and squeezes orange juice use
The categorization results of the corresponding a plurality of consumption information of family equipment;According to the purchase cup in every consumption information in the categorization results
Number, obtains analysis result of described each the squeezing orange juice user equipment in the sales volume information of its current geographic position.Here, to receiving
All of consumption information carry out classification statistics according to orange juice user equipment numbering is squeezed, obtain each and squeeze orange juice user equipment numbering
Corresponding a plurality of consumption information, then, every consumption information in corresponding a plurality of consumption information is analyzed, each is obtained
Squeeze orange juice user equipment and number corresponding sales volume information, it should be noted that by disappearing per bar in corresponding a plurality of consumption information
Carry out counting every consumption information according to each its current geographic position that squeezing orange juice user equipment is located when charge information is analyzed
In purchase cup number, with this determine each squeeze orange juice user equipment the sales volume information of its current geographic position analysis result.
For example, the consumption information for squeezing the machine that orange juice user equipment numbering is n1 is m1 bars, wherein, there are m2 bars (m2≤m1) to be in geography
Position is the consumer record at d1 places, have (m1-m2) bar be the consumer record at d2 in geographical position, then to geographical position d1 at
Corresponding m1 bar consumer records are analyzed, and count the purchase cup number in every consumer record, obtain squeezing orange juice user equipment
Numbering is the machine of n1 in the analysis result that geographical position is the sales volume information at d1.
Preferably, in step S22, the consumption information is analyzed, analysis result is obtained, including:According to described
The user images information that orange juice user equipment sends is squeezed, the analysis result of user's characteristic information is obtained.Here, being adopted according to photographic head
The user images information for collecting, can analyze user's characteristic information using image processing techniquess, such as include age of user and property
Other user's characteristic information, is inferred to buy the consumer group of orange juice with this, and then squeezing orange juice user equipment or mobile terminal sets
Standby to be processed according to the consumer group of user images information inference accordingly, such as on orange juice user equipment is squeezed user's control
Advertisement or associated articles information that some consumer groups like are pushed on interface;For another example, operation management personnel are according to mobile whole
The analysis result received by end equipment is optimized to squeezing orange juice user equipment or the raw material in equipment so that is met this and is disappeared
Take the demand of colony, such as improve and squeeze in orange juice user equipment for filling the raw material squeezed the juice, improve cup, the design of bowl cover, make
Obtain relevant raw materials more to meet the theory of the consumer group and like, more convenient, higher-quality clothes are provided for the consumer group
Business.
Preferably, in step S22, the consumption information is analyzed, analysis result is obtained, including:According to described
The user totem information for squeezing the transmission of orange juice user equipment is sorted out to all consumption information, obtains each user totem information pair
The categorization results of a plurality of consumption information answered;According to the squeezing orange juice user equipment in every consumption information in the categorization results
Current geographic position, obtain the analysis result of the corresponding User Activity area information of each user totem information.Here, docking
The all of consumption information received carries out classification statistics according to user totem information, obtains each user totem information corresponding a plurality of
Consumption information, then, by the current position of the squeezing orange juice user equipment in every consumption information in corresponding a plurality of consumption information
Reason position is analyzed, and obtains the analysis result of the corresponding User Activity area information of each user totem information, wherein, user
Zone of action information includes the range of activity of user and track.In one embodiment, determined according to user totem information and used
It is n1 bars that family is designated the consumption information of w, analyzes the squeezing orange juice user equipment when user in n1 bar consumption information is consumed
Current geographic position, obtain multiple geographical position:According to the n geographical position, d1, d2 ... ... dn, determines that ID is w
User range of activity and track, by the ID of the determination for the user of w range of activity and this analysis of track tie
Fruit feeds back to squeezing orange juice user equipment or mobile terminal device.
Preferably, in step S22, the consumption information is analyzed, analysis result is obtained, including:According to described
The user totem information for squeezing the transmission of orange juice user equipment is sorted out to all consumption information, obtains each user totem information pair
The categorization results of a plurality of consumption information answered;According in the bar number and every consumption information of consumption information in the categorization results
The cup number of purchase, obtains the analysis result of the corresponding user of each user totem information to orange juice preference degree.Here, right
The all of consumption information for receiving carries out classification statistics according to user totem information, obtains each user totem information corresponding many
According to user totem information, bar consumption information, for example, determines that the consumption information that ID is w2 is sorted out, obtains corresponding
N2 bar consumption information, all produces a consumption information when consumed because of user every time, then produce n2 bar consumption information and be believed that
User has carried out n2 purchasing behavior, that is, it is n2 to buy number of times;Then, the cup number user in every consumption information bought
Be analyzed, the corresponding user of each user totem information is obtained to orange juice preference degree, wherein, user is to orange juice preference degree
It is available:Typically, like and enjoy a lot these three ranks to make a distinction, determine that user is inclined to orange juice according to default division rule
The rank that love degree is located, such as buys number of times according to user and is more than cup more than a certain total amount for buying threshold value t1 and the cup number bought
During number threshold value r1, determine that the user is to enjoy a lot this rank to orange juice preference degree, when user's purchase number of times is less than a certain
During purchase threshold value t2, it is believed that the user is general this rank to orange juice preference degree.It should be noted that user is to orange juice
Preference degree above three rank makes a distinction and is only for example, and other users that are existing or being likely to occur from now on are inclined to orange juice
The expression of love degree is such as applicable to the application, and within also should being included in the application protection domain, and here is wrapped by reference
It is contained in this.When middle user purchase number of times is less than a certain purchase threshold value t2 as described above, it is believed that the user to orange juice preference degree is
The division rule of general this rank is only for example, and other existing or users for being likely to occur from now on are to orange juice preference degree
Division rule is such as applicable to the application, and within also should being included in the application protection domain, and here is contained in by reference
This.
Preferably, in step S22, the consumption information is analyzed, analysis result is obtained, including:According to described
The user totem information for squeezing the transmission of orange juice user equipment is sorted out to all consumption information, obtains each user totem information pair
The categorization results of a plurality of consumption information answered;Buying pattern information in every consumption information in the categorization results is united
Meter, obtains the analysis result of user's frequency of usage highest buying pattern.In one embodiment, according to user totem information
Determine that the consumption information that ID is w3 is sorted out, obtain corresponding n3 bars consumption information, by the n3 bar consumption information
Buying pattern information counted, it is a1 bars to obtain using the consumption information produced by paying in cash, using Third-party payment
It is a2 bars that wechat in mode carries out consumption information produced during purchase orange juice, using the Alipay in Third-party payment mode
Consumption information produced during purchase orange juice is carried out for a3 bars, wherein a1+a2+a3=n3 obtains a2 by comparing>a3>A1, then
It is believed that user's frequency of usage highest buying pattern is paid for wechat, by user's frequency of usage highest buying pattern it is
The analysis result that wechat pays feeds back to mobile terminal device, same preference can be recommended to use wechat to the wechat account of the user
The other users of payment, to carry out the interaction between user.It should be noted that in every consumption information in the categorization results
Buying pattern information counted, can also obtain while the analysis result for obtaining user's frequency of usage highest buying pattern
The analysis result of the information of corresponding other buying patterns of the user, not only can set to squeezing orange juice user equipment or mobile terminal
The analysis result of standby feedback user frequency of usage highest buying pattern, it is also possible to feed back the analysis of other related buying patterns
As a result.
In sum, by the data acquisition for squeezing orange juice user equipment end, gathering consumption letter when user consumes every time
Breath;And the consumption information for being gathered is transmitted to the network equipment so that it is no longer to be individually present operation to squeeze orange juice user equipment, more
The vacancy in the related consumer information for squeezing orange juice user equipment end collection user is mended, has been subsequent network device to consumption information
Analysis provides mass data source.Consumption information when network equipment receive user is consumed every time, is analyzed to consumption information,
Corresponding analysis result is obtained, subsequently, resulting analysis result the squeezing orange juice user equipment or mobile terminal is fed back to into
Equipment, so that operation management personnel or user carry out correspondence according to the feedback information for squeezing orange juice user equipment or mobile terminal device
Processing scheme, provide the user more convenient, higher-quality service.
Fig. 3 illustrates a kind of structural representation of the squeezing orange juice user equipment of the data acquisition according to the application another aspect
Figure;The squeezing orange juice user equipment includes harvester 11 and transmitting device 12, wherein, harvester 11 collection user disappear every time
Time-consuming consumption information, wherein, the consumption information includes squeezing orange juice user equipment numbering, squeezes the current position of orange juice user equipment
Reason position, consumption time, purchase cup number, buying pattern information, transaction ID information, user totem information and user images information
In one kind or combination in any;Transmitting device 12 transmits the consumption information to the network equipment.User is set in squeezing orange juice user
During standby upper purchase orange juice, squeeze orange juice user equipment and can produce a consumer record, and the consumer record is given by network transmission
The network equipment is carrying out the statistical analysiss of data so that it is no longer to be individually present operation to squeeze orange juice user equipment, be compensate in squeezing
The vacancy of the related consumer information of orange juice user equipment end collection user, provides for analysis of the subsequent network device to consumer record
Mass data is originated.
Specifically, harvester 11 is used to gather consumption information when user consumes every time, wherein, the consumption information bag
Include and squeeze orange juice user equipment numbering, the current geographic position of squeezing orange juice user equipment, consumption time, purchase cup number, buying pattern
One kind or combination in any in information, transaction ID information, user totem information and user images information;In one embodiment,
When user is when squeezing and orange juice being bought on orange juice user equipment for certain, to squeeze and can all produce a consumer record i.e. on orange juice user equipment
Consumption information, this consumer record include current geographic position, the Yong Huben of this consumption place identification number of user and the machine
Secondary consumption time, this purchase cup number, this user use buying pattern, this transaction ID (such as order number), user
Mark, the user images information gathered by front-facing camera.For example, user is to be bought on the equipment of squeezing the juice of M in numbering
Orange juice, using Alipay account as ID, to distinguish different user, then the consumer record for producing for Alipay account is
The user of Z is that numbering is that m cup orange juices are have purchased on the equipment of squeezing the juice of M at d in geographical position, and consumption time is n minutes, starts to disappear
Time-consuming current time is xxx:xx:X, trading order form number are s, and the image information of the user is shot by front-facing camera.
Here, the current geographic position for squeezing orange juice user equipment can be represented with longitude and latitude, produced on above-mentioned squeezing orange juice user equipment
The content of bar consumer record is only the citing of the application, may also comprise above-mentioned squeezing orange juice user equipment numbering, squeezing orange juice user and sets
Current time, consumption when standby current geographic position, consumption time used, purchase cup number, buying pattern information, trading standard
One kind or combination in any in knowledge information, user totem information and user images information, such as according to user's electronic account or
When the account of tripartite's means of payment is as ID, if selecting always to pay in cash in the buying pattern of user, then disappear
User totem information is may not include in charge information.
Specifically, transmitting device 12 is for the consumption information is transmitted to the network equipment.Here, each squeezes orange juice user
The consumption information that equipment is produced when each user for being gathered is consumed every time is transmitted through the network to the network equipment, is that network sets
The standby analysis that customer consumption information is carried out to squeezing orange juice user equipment end provides Data Source.
Preferably, the buying pattern information includes:Cash, entity member card, electronics member card, Third-party payment side
Formula.Here, when user carries out purchase orange juice on orange juice user equipment is squeezed, purchase can be flexibly selected on the display interface of equipment
Mode, as selected to pay in cash, is inserted coins, if user has member card, selects entity member card or electronics member sticks into
Row consumption, it is also possible to paid by Third-party payment mode such as Alipay, wechat, QQ.The choosing of various buying patterns is provided
Passage is selected, the mode for flexibly selecting oneself to like for facilitating user autonomous is consumed, improve Consumer's Experience, and by purchase
The collection of buyer's formula information can further be optimized to squeezing orange juice equipment, as selected Third-party payment mode to be consumed
Comparison is more, then the flow process of squeezing the juice that squeeze the Third-party payment mode in the user control interface on orange juice equipment can be optimized,
Can carry out improving purchase orange juice speed, or the safety guarantee that the personal information of user can be strengthened.In addition, also dependent on collection
Buying pattern information recommends the common fan of the same means of payment for user, to carry out the interaction between user.
Preferably, the squeezing orange juice user equipment also includes:Acquisition device 13, for obtaining basis from the network equipment
The analysis result that the consumption information is obtained;Processing meanss 14, squeeze orange juice user equipment for determining according to the analysis result
Hold corresponding processing scheme.Here, squeeze orange juice user equipment the consumption information for being gathered is transmitted to the network equipment, by network
The data analysiss of equipment obtain analysis result, can be optimized or are use to squeezing orange juice user equipment according to the analysis result of feedback
Family provides related service.
It is highly preferred that processing meanss 14 are used for following at least any one:Orange juice user is squeezed when network equipment feedback to set
For in the analysis result of the sales volume information of its current geographic position, according to sales volume information adjustment, the squeezing orange juice user sets
Standby geographical position layout, wherein, the sales volume information is true according to the squeezing orange juice user equipment numbering and the purchase cup number
It is fixed;When the analysis result of the network equipment feedback user characteristic information, consumer group is judged according to the user's characteristic information
Body, wherein, the user's characteristic information is determined by the user images information;When the network equipment feedback user zone of action
During the analysis result of information, the business in the User Activity region is pushed according to the User Activity area information to the user
Product information, wherein, the User Activity area information is according to squeezing orange juice user equipment in a plurality of consumption information of the user
Current geographic position determines;When analysis result of the network equipment feedback user to orange juice preference degree, according to the use
Family preference degree pushes related product to the user, wherein, consumption information of the user's preferences degree according to the user
Quantity and every consumption information in the cup number bought determine;When the network equipment feedback user frequency of usage highest is bought
During the analysis result of mode, identical purchase is recommended to the user according to user's frequency of usage highest buying pattern
The other users of mode, wherein, a plurality of consumption information of user's frequency of usage highest buying pattern according to the user
And buying pattern information determines in every consumption information.
Here, each is got from the network equipment squeezes sales volume situation of the orange juice user equipment in current geographic position, root
The location layout of squeezing orange juice user equipment, for example, the ground that from the network equipment gets are adjusted according to sales volume situation manually
The sales volume of the squeezing orange juice user equipment at reason position is less, and the sales volume of the squeezing orange juice user equipment of some geographical locations is larger,
The squeezing orange juice user equipment of layout correlation geographical location is carried out again then.In one embodiment, get in geographical position
The sales volume of the squeezing orange juice user equipment being set at d1 is m1, and m1 is larger and Fructus Citri junoriss in orange juice user equipment are squeezed in d1 positions at this
Supplement interval shorter, then d1 positions or neighbouring surrounding can be further added by one or more squeezing orange juice user equipmenies in this place, meet and use
Family purchasing demand.When the analysis result of user's characteristic information is got from the network equipment, the age of consumption user is such as obtained
And sex, can according to the age of consumption user and sex be inferred to buy it is this squeeze that orange juice user equipment provided squeeze the juice disappear
Take colony;For example, consumption user is got from the network equipment in the intersegmental number of the age of 15-25 year at most, wherein, women
The ratio for accounting for is higher than male, then the main consumer group for being inferred to the orange juice of the product offer of squeezing orange juice user equipment is 15-25
Year age bracket women, in addition, also dependent on this consumer group's feature carry out squeeze orange juice user equipment on user control interface
In optimization, such as the advertising message on interface mostly be women like or have a preference for select consumption some advertising messages so that satisfaction
The demand of the consumer group;In a preferred embodiment, according to this information of the consumer group for determining to squeezing orange juice user equipment
Interior raw material is improved, and such as improves cup, the design of bowl cover so that more meet the theory of the consumer group and like, be
The consumer group provides more convenient, higher-quality service.It is User Activity area information when what is obtained from the network equipment
During analysis result, wherein, User Activity area information for user range of activity and track, according to User Activity area information to
The user pushes the merchandise news in User Activity region, such as pushes the preferential businessman in the range of User Activity and commodity give a discount
Situation, provides the user and more easily services, and improves Consumer's Experience, here, can enter to user according to mobile client device
Row positioning, further according to the equipment in geographical position, the activity on equipment is pushed on corresponding client device.When setting from network
When user is obtained in standby to the analysis result of orange juice preference degree, user is divided into into 3 grades to orange juice preference degree such as:Typically, like
Vigorously, enjoy a lot, related product pushed to associated user according to user's preferences degree, such as preference degree be, like,
The user for enjoying a lot pushes the related product that different possibility users can like respectively.When user is got from the network equipment
During the analysis result of frequency of usage highest buying pattern, such as ID is the user of m using in Third-party payment mode
Wechat purchase orange juice number of times is more, then can recommend common hobby user to the user, carry out the interaction between user.Need explanation
It is that the analysis result of above-mentioned several network equipments can feed back to squeezing orange juice user equipment, and it is right to determine on orange juice user equipment is squeezed
The processing scheme answered, such as squeezes the user's characteristic information that orange juice user equipment receives network equipment feedback, according to what is be inferred to this
The consumer group carries out the business for recommending some consumer groups have a preference on the user control interface on orange juice user equipment is squeezed
The style such as product information or the color in user control interface of improving, figure so that the consumer group more likes, wherein, user's control
Interface processed is user and squeeze interface when orange juice user equipment carries out man-machine interaction, and click selection is carried out on user control interface
Operation etc., such as selects buying pattern, selects purchase cup number etc..The analysis result of above-mentioned several network equipments can also feed back to movement
Terminal unit, such as mobile terminal device receive the analysis result of the User Activity area information of network equipment feedback, and user is moving
Can carry out consulting the preferential businessman in the range of oneself zone of action and commodity discounting situation on dynamic terminal unit.Certainly, squeeze orange juice
User equipment receives the analysis result of the user's characteristic information of network equipment feedback and is only for example, and can also receive network equipment feedback
User Activity area information analysis result, the preferential businessman in the range of push User Activity is carried out on user control interface
With commodity discounting situation.In sum, squeeze orange juice user equipment or mobile terminal device can receive the upper of network equipment feedback
One or more analysis result in analysis result is stated, and corresponding processing scheme is determined according to the analysis result for being obtained.
Fig. 4 illustrates a kind of structural representation of the network equipment of the data analysiss according to the application another aspect;It is described
The network equipment includes:Reception device 21, analytical equipment 22 and feedback device 23, wherein, reception device 21 is set from orange juice user is squeezed
Standby end obtains consumption information when user consumes every time, wherein, the consumption information includes squeezing orange juice user equipment numbering, squeezes orange
The current geographic position of juice user equipment, consumption time, purchase cup number, buying pattern information, transaction ID information, ID
One kind or combination in any in information and user images information;Here, the data acquisition for squeezing orange juice user equipment end is set for network
It is standby to provide analytical data source, the analytical equipment 22 pairs of the consumption information when network equipment is consumed every time according to the user of reception
Consumption information is analyzed, and obtains corresponding analysis result, then feeds back to resulting analysis result with feedback device 23
The squeezing orange juice user equipment or mobile terminal device, so that operation management personnel or user are according to squeezing orange juice user equipment or shifting
The feedback information of dynamic terminal unit carries out corresponding processing scheme.For example, squeeze orange juice user equipment and receive network equipment feedback
User's characteristic information, according to being pushed away on user control interface of the consumer group being inferred to this on orange juice user equipment is squeezed
Recommend merchandise news that some consumer groups may have a preference for or improve the styles such as color in user control interface, figure so that
The consumer group more likes, wherein, user control interface is user and squeeze interface when orange juice user equipment carries out man-machine interaction,
Carry out clicking on selection operation etc. on user control interface, such as select buying pattern, select purchase cup number etc..For another example, it is mobile whole
End equipment receives the analysis result of the User Activity area information of network equipment feedback, and user can be carried out on the mobile terminal device
Consult the preferential businessman in the range of oneself zone of action and commodity discounting situation.
Preferably, the buying pattern information includes:Cash, entity member card, electronics member card, Third-party payment side
Formula.Here, the buying pattern squeezed in the consumption information sent by orange juice user equipment for receiving includes various buying patterns, such as may be used
User is got whether using cash purchase orange juice, or is purchased using the entity member card in member card or electronics member card
Buy, or Third-party payment mode, the means of payment that such as Alipay, wechat, QQ payments etc. are carried out by third-party application.By obtaining
The buying pattern information for taking can analyze the corresponding preference buying pattern of each user totem information and according to all users'
Buying pattern obtains the most frequently used buying pattern, to the most frequently used purchase on the user control interface on orange juice user equipment is squeezed
The process of purchase of mode is optimized, and improves Consumer's Experience.
Preferably, analytical equipment 22 is used for:The squeezing orange juice user equipment numbering that orange juice user equipment sends is squeezed according to described
All consumption information are sorted out, each categorization results for squeezing the corresponding a plurality of consumption information of orange juice user equipment is obtained;Root
According to the purchase cup number in every consumption information in the categorization results, described each squeezing orange juice user equipment is obtained in its current position
The analysis result of the sales volume information of reason position.Here, all of consumption information to receiving is numbered according to orange juice user equipment is squeezed
Classification statistics is carried out, obtains each and squeeze orange juice user equipment numbering corresponding a plurality of consumption information, then, a plurality of disappeared corresponding
Every consumption information in charge information is analyzed, and obtains each and squeezes the corresponding sales volume information of orange juice user equipment numbering, needs
It is noted that according to each squeezing orange juice user equipment when every consumption information in corresponding a plurality of consumption information is analyzed
Be located its current geographic position carry out count every consumption information in purchase cup number, with this determine each squeeze orange juice user equipment
In the analysis result of the sales volume information of its current geographic position.For example, squeeze the consumption of the machine that orange juice user equipment numbering is n1
Information is m1 bars, wherein, there are m2 bars (m2≤m1) to be the consumer record at geographical position is for d1, have (m1-m2) bar to be on ground
Reason position is the consumer record at d2, then the corresponding m1 bars consumer record in geographical position d1 places is analyzed, and is counted per bar
Purchase cup number in consumer record, it is the sales volume letter at d1 in geographical position to obtain squeezing the machine that orange juice user equipment numbering is n1
The analysis result of breath.
Preferably, analytical equipment 22 is used for:The user images information that orange juice user equipment sends is squeezed according to described, is used
The analysis result of family characteristic information.Here, the user images information collected according to photographic head, can be with using image processing techniquess
User's characteristic information is analyzed, such as includes the user's characteristic information of age of user and sex, be inferred to buy disappearing for orange juice with this
Taking colony, and then squeeze orange juice user equipment or mobile terminal device is carried out accordingly according to the consumer group of user images information inference
Process, such as squeeze orange juice user equipment on user control interface on push advertisement or the association that some consumer groups like
Merchandise news;For another example, the analysis result received according to mobile terminal device by operation management personnel is to squeezing orange juice user equipment
Or the raw material in equipment is optimized so that meet the demand of the consumer group, such as improving to squeeze is used in orange juice user equipment
The raw material that dress is squeezed the juice, improves cup, the design of bowl cover so that relevant raw materials more meet the theory of the consumer group and happiness
Love, provides more convenient, higher-quality service for the consumer group.
Preferably, analytical equipment 22 is used for, according to the user totem information for squeezing the transmission of orange juice user equipment to all
Consumption information is sorted out, and obtains the categorization results of the corresponding a plurality of consumption information of each user totem information;Returned according to described
The current geographic position of the squeezing orange juice user equipment in every consumption information in class result, obtains each user totem information pair
The analysis result of the User Activity area information answered.Here, all of consumption information to receiving is entered according to user totem information
Row sorts out statistics, obtains the corresponding a plurality of consumption information of each user totem information, then, by corresponding a plurality of consumption information
Every consumption information in squeezing orange juice user equipment current geographic position be analyzed, obtain each user totem information pair
The analysis result of the User Activity area information answered, wherein, User Activity area information includes the range of activity of user and track.
In one embodiment, determine that the consumption information that ID is w is n1 bars according to user totem information, analyze the consumption of n1 bars
The current geographic position of the squeezing orange juice user equipment when user in information is consumed, obtains multiple geographical position:D1,
D2 ... ... dn, determine range of activity and the track of the user that ID is w according to the n geographical position, by the use of the determination
Family is designated the range of activity of the user of w and this analysis result of track feeds back to squeezing orange juice user equipment or mobile terminal sets
It is standby.
Preferably, analytical equipment 22 is used for, according to the user totem information for squeezing the transmission of orange juice user equipment to all
Consumption information is sorted out, and obtains the categorization results of the corresponding a plurality of consumption information of each user totem information;Returned according to described
The cup number of the purchase in class result in the bar number and every consumption information of consumption information, obtains described each user totem information pair
Analysis result of the user for answering to orange juice preference degree.Here, to receive all of consumption information according to user totem information
Classification statistics is carried out, the corresponding a plurality of consumption information of each user totem information is obtained, for example, is determined according to user totem information
ID is sorted out for the consumption information of w2, obtains corresponding n2 bars consumption information, when consumed because of user every time all
A consumption information is produced, is then produced n2 bar consumption information and is believed that user has carried out n2 purchasing behavior, that is, buying number of times is
n2;Then, the cup number bought to the user in every consumption information is analyzed, and obtains each user totem information corresponding
User to orange juice preference degree, wherein, user is available to orange juice preference degree:Typically, like and enjoy a lot these three ranks
Make a distinction, the rank that user is located to orange juice preference degree is determined according to default division rule, such as according to user's purchase time
When number is more than cup number threshold value r1 more than the total amount of a certain cup number for buying threshold value t1 and purchase, determine that the user has a preference for journey to orange juice
Spend to enjoy a lot this rank, when user's purchase number of times is less than a certain purchase threshold value t2, it is believed that the user is inclined to orange juice
Love degree is general this rank.It should be noted that user is only made a distinction to orange juice preference degree above three rank
For citing, other expressions of existing or user for being likely to occur from now on to orange juice preference degree are such as applicable to the application,
Within the application protection domain should be included in, and here is incorporated herein by reference.Middle user's purchase number of times is less than as described above
During a certain purchase threshold value t2, it is believed that the user is that the division rule of general this rank is only for example to orange juice preference degree,
Other users that are existing or being likely to occur from now on are such as applicable to the application to the division rule of orange juice preference degree, should also wrap
Within being contained in the application protection domain, and here is incorporated herein by reference.
Preferably, analytical equipment 22 is used for, according to the user totem information for squeezing the transmission of orange juice user equipment to all
Consumption information is sorted out, and obtains the categorization results of the corresponding a plurality of consumption information of each user totem information;To the classification
As a result the buying pattern information in every consumption information is counted, and obtains dividing for user's frequency of usage highest buying pattern
Analysis result.In one embodiment, determine that the consumption information that ID is w3 is sorted out according to user totem information, obtain
To corresponding n3 bars consumption information, the buying pattern information in the n3 bar consumption information is counted, obtained using cash
It is a1 bars to pay produced consumption information, produced consumption when carrying out purchase orange juice using the wechat in Third-party payment mode
Information is a2 bars, and when carrying out purchase orange juice using the Alipay in Third-party payment mode, produced consumption information is a3 bars,
Wherein a1+a2+a3=n3, obtains a2 by comparing>a3>A1, then it is believed that user's frequency of usage highest buying pattern is
Wechat pays, and the analysis result that user's frequency of usage highest buying pattern is wechat payment is fed back to mobile terminal and is set
It is standby, same preference can be recommended using the other users of wechat payment to the wechat account of the user, to carry out the interaction between user.
It should be noted that counting to the buying pattern information in every consumption information in the categorization results, obtaining user makes
The information of the user corresponding other buying patterns can be also obtained while with the analysis result of frequency highest buying pattern
Analysis result, not only can be to squeezing orange juice user equipment or mobile terminal device feedback user frequency of usage highest buying pattern
Analysis result, it is also possible to feed back the analysis result of other related buying patterns.
In sum, by the data acquisition for squeezing orange juice user equipment end, gathering consumption letter when user consumes every time
Breath;And the consumption information for being gathered is transmitted to the network equipment so that it is no longer to be individually present operation to squeeze orange juice user equipment, more
The vacancy in the related consumer information for squeezing orange juice user equipment end collection user is mended, has been subsequent network device to consumption information
Analysis provides mass data source.Consumption information when network equipment receive user is consumed every time, is analyzed to consumption information,
Corresponding analysis result is obtained, subsequently, resulting analysis result the squeezing orange juice user equipment or mobile terminal is fed back to into
Equipment, so that operation management personnel or user carry out correspondence according to the feedback information for squeezing orange juice user equipment or mobile terminal device
Processing scheme, provide the user more convenient, higher-quality service.
Obviously, those skilled in the art can carry out the essence of various changes and modification without deviating from the application to the application
God and scope.So, if these modifications of the application and modification belong to the scope of the application claim and its equivalent technologies
Within, then the application is also intended to comprising these changes and modification.
It should be noted that the application can be carried out in the assembly of software and/or software with hardware, for example, can adopt
Realized with special IC (ASIC), general purpose computer or any other similar hardware device.In one embodiment
In, the software program of the application can pass through computing device to realize steps described above or function.Similarly, the application
Software program (including related data structure) can be stored in computer readable recording medium storing program for performing, for example, RAM memory,
Magnetically or optically driver or floppy disc and similar devices.In addition, some steps or function of the application can employ hardware to realize, example
Such as, as coordinating so as to perform the circuit of each step or function with processor.
In addition, the part of the application can be applied to computer program, such as computer program instructions, when its quilt
When computer is performed, by the operation of the computer, can call or provide according to the present processes and/or technical scheme.
And the programmed instruction of the present processes is called, it is possibly stored in fixed or moveable recording medium, and/or passes through
Data flow in broadcast or other signal bearing medias and be transmitted, and/or be stored according to described program instruction operation
In the working storage of computer equipment.Here, including a device according to one embodiment of the application, the device includes using
In the memorizer and the processor for execute program instructions of storage computer program instructions, wherein, when the computer program refers to
When order is by the computing device, method and/or skill of the plant running based on aforementioned multiple embodiments according to the application are triggered
Art scheme.
It is obvious to a person skilled in the art that the application is not limited to the details of above-mentioned one exemplary embodiment, Er Qie
In the case of without departing substantially from spirit herein or basic feature, the application can be realized in other specific forms.Therefore, no matter
From the point of view of which point, embodiment all should be regarded as exemplary, and be nonrestrictive, scope of the present application is by appended power
Profit is required rather than described above is limited, it is intended that all in the implication and scope of the equivalency of claim by falling
Change is included in the application.Any reference in claim should not be considered as and limit involved claim.This
Outward, it is clear that " including ", a word was not excluded for other units or step, and odd number is not excluded for plural number.That what is stated in device claim is multiple
Unit or device can also be realized by software or hardware by a unit or device.The first, the second grade word is used for table
Show title, and be not offered as any specific order.
Claims (22)
1. it is a kind of to squeeze the method that orange juice user equipment end data is gathered, wherein, methods described includes:
Consumption information when collection user consumes every time, wherein, the consumption information includes squeezing orange juice user equipment numbering, squeezes orange
The current geographic position of juice user equipment, consumption time, purchase cup number, buying pattern information, transaction ID information, ID
One kind or combination in any in information and user images information;
The consumption information is transmitted to the network equipment.
2. method according to claim 1, wherein, the buying pattern information includes:Cash, entity member card, electronics
Member card, Third-party payment mode.
3. method according to claim 1, wherein, the consumption information is transmitted to the network equipment, is also included:
The analysis result obtained according to the consumption information is obtained from the network equipment;
Determined according to the analysis result and squeeze the corresponding processing scheme in orange juice user equipment end.
4. method according to claim 3, wherein, determine that according to the analysis result to squeeze orange juice user equipment end corresponding
Processing scheme, including following at least any one:
When network equipment feedback squeezes orange juice user equipment in the analysis result of the sales volume information of its current geographic position, root
According to the sales volume information adjustment geographical position layout for squeezing orange juice user equipment, wherein, the sales volume information is according to described
Squeeze orange juice user equipment numbering and the purchase cup number determines;
When the analysis result of the network equipment feedback user characteristic information, consumer group is judged according to the user's characteristic information
Body, wherein, the user's characteristic information is determined by the user images information;
When the analysis result of the network equipment feedback user zone of action information, according to the User Activity area information to
The user pushes the merchandise news in the User Activity region, wherein, the User Activity area information is according to the use
The current geographic position that orange juice user equipment is squeezed in a plurality of consumption information at family determines;
When analysis result of the network equipment feedback user to orange juice preference degree, according to the user's preferences degree to institute
State user and push related product, wherein, the user's preferences degree disappears according to the quantity of the consumption information of the user and per bar
The cup number bought in charge information determines;
When the analysis result of the network equipment feedback user frequency of usage highest buying pattern, used according to the user
The buying pattern of frequency highest recommends the other users of identical buying pattern to the user, wherein, the user uses
The buying pattern of frequency highest is determined according to buying pattern information in a plurality of consumption information and every consumption information of the user.
5. a kind of method that network equipment end data is analyzed, wherein, methods described includes:
From the consumption information squeezed when orange juice user equipment end acquisition user consumes every time, wherein, the consumption information includes squeezing orange
Juice user equipment numbering, the current geographic position for squeezing orange juice user equipment, consumption time, purchase cup number, buying pattern information, friendship
One kind or combination in any easily in identification information, user totem information and user images information;
The consumption information is analyzed, analysis result is obtained;
The analysis result is fed back to into the squeezing orange juice user equipment or mobile terminal device.
6. method according to claim 5, wherein, the buying pattern information includes:Cash, entity member card, electronics
Member card, Third-party payment mode.
7. method according to claim 5, wherein, the consumption information is analyzed, analysis result is obtained, including:
All consumption information are sorted out according to the squeezing orange juice user equipment numbering for squeezing the transmission of orange juice user equipment, obtain
Each squeezes the categorization results of the corresponding a plurality of consumption information of orange juice user equipment;
According to the purchase cup number in every consumption information in the categorization results, described each squeezing orange juice user equipment is obtained at which
The analysis result of the sales volume information of current geographic position.
8. method according to claim 5, wherein, the consumption information is analyzed, analysis result is obtained, including:
The user images information that orange juice user equipment sends is squeezed according to described, the analysis result of user's characteristic information is obtained.
9. method according to claim 5, wherein, the consumption information is analyzed, analysis result is obtained, including:
All consumption information are sorted out according to the user totem information for squeezing the transmission of orange juice user equipment, obtain each use
The categorization results of a plurality of consumption information corresponding to family identification information;
According to the current geographic position of the squeezing orange juice user equipment in every consumption information in the categorization results, each is obtained
The analysis result of the corresponding User Activity area information of user totem information.
10. method according to claim 5, wherein, the consumption information is analyzed, analysis result is obtained, including:
All consumption information are sorted out according to the user totem information for squeezing the transmission of orange juice user equipment, obtain each use
The categorization results of a plurality of consumption information corresponding to family identification information;
According to the cup number of the purchase in the bar number and every consumption information of consumption information in the categorization results, obtain it is described each
Analysis result of the corresponding user of user totem information to orange juice preference degree.
11. methods according to claim 5, wherein, the consumption information is analyzed, analysis result is obtained, including:
All consumption information are sorted out according to the user totem information for squeezing the transmission of orange juice user equipment, obtain each use
The categorization results of a plurality of consumption information corresponding to family identification information;
Buying pattern information in every consumption information in the categorization results is counted, user's frequency of usage highest is obtained
Buying pattern analysis result.
A kind of squeezing orange juice user equipment of 12. data acquisitions, wherein, the squeezing orange juice user equipment includes:
Harvester, for gathering consumption information when user consumes every time, wherein, the consumption information includes squeezing orange juice user
Device numbering, the current geographic position for squeezing orange juice user equipment, consumption time, purchase cup number, buying pattern information, transaction ID
One kind or combination in any in information, user totem information and user images information;
Transmitting device, for the consumption information is transmitted to the network equipment.
13. squeezing orange juice user equipmenies according to claim 12, wherein, the buying pattern information includes:Cash, entity
Member card, electronics member card, Third-party payment mode.
14. squeezing orange juice user equipmenies according to claim 12, wherein, the squeezing orange juice user equipment also includes:
Acquisition device, for obtaining the analysis result obtained according to the consumption information from the network equipment;
Processing meanss, squeeze the corresponding processing scheme in orange juice user equipment end for determining according to the analysis result.
15. squeezing orange juice user equipmenies according to claim 14, wherein, the processing meanss are used for following at least arbitrary
:
When network equipment feedback squeezes orange juice user equipment in the analysis result of the sales volume information of its current geographic position, root
According to the sales volume information adjustment geographical position layout for squeezing orange juice user equipment, wherein, the sales volume information is according to described
Squeeze orange juice user equipment numbering and the purchase cup number determines;
When the analysis result of the network equipment feedback user characteristic information, consumer group is judged according to the user's characteristic information
Body, wherein, the user's characteristic information is determined by the user images information;
When the analysis result of the network equipment feedback user zone of action information, according to the User Activity area information to
The user pushes the merchandise news in the User Activity region, wherein, the User Activity area information is according to the use
The current geographic position that orange juice user equipment is squeezed in a plurality of consumption information at family determines;
When analysis result of the network equipment feedback user to orange juice preference degree, according to the user's preferences degree to institute
State user and push related product, wherein, the user's preferences degree disappears according to the quantity of the consumption information of the user and per bar
The cup number bought in charge information determines;
When the analysis result of the network equipment feedback user frequency of usage highest buying pattern, used according to the user
The buying pattern of frequency highest recommends the other users of identical buying pattern to the user, wherein, the user uses
The buying pattern of frequency highest is determined according to buying pattern information in a plurality of consumption information and every consumption information of the user.
A kind of 16. network equipments of data analysiss, wherein, the network equipment includes:
Reception device, for consumption information when user consumes every time is obtained from squeezing orange juice user equipment end, wherein, the consumption
Information includes the current geographic position for squeezing orange juice user equipment numbering, squeezing orange juice user equipment, consumption time, buys cup number, purchase
One kind or combination in any in buyer's formula information, transaction ID information, user totem information and user images information;
Analytical equipment, for being analyzed to the consumption information, obtains analysis result;
Feedback device, for the analysis result is fed back to the squeezing orange juice user equipment or mobile terminal device.
17. network equipments according to claim 16, wherein, the buying pattern information includes:Cash, entity member
Card, electronics member card, Third-party payment mode.
18. network equipments according to claim 16, wherein, the analytical equipment is used for:
All consumption information are sorted out according to the squeezing orange juice user equipment numbering for squeezing the transmission of orange juice user equipment, obtain
Each squeezes the categorization results of the corresponding a plurality of consumption information of orange juice user equipment;
According to the purchase cup number in every consumption information in the categorization results, described each squeezing orange juice user equipment is obtained at which
The analysis result of the sales volume information of current geographic position.
19. network equipments according to claim 16, wherein, the analytical equipment is used for:
The user images information that orange juice user equipment sends is squeezed according to described, the analysis result of user's characteristic information is obtained.
20. network equipments according to claim 16, wherein, the analytical equipment is used for:
All consumption information are sorted out according to the user totem information for squeezing the transmission of orange juice user equipment, obtain each use
The categorization results of a plurality of consumption information corresponding to family identification information;
According to the current geographic position of the squeezing orange juice user equipment in every consumption information in the categorization results, each is obtained
The analysis result of the corresponding User Activity area information of user totem information.
21. network equipments according to claim 16, wherein, the analytical equipment is used for:
All consumption information are sorted out according to the user totem information for squeezing the transmission of orange juice user equipment, obtain each use
The categorization results of a plurality of consumption information corresponding to family identification information;
According to the cup number of the purchase in the bar number and every consumption information of consumption information in the categorization results, obtain it is described each
Analysis result of the corresponding user of user totem information to orange juice preference degree.
22. network equipments according to claim 16, wherein, the analytical equipment is used for:
All consumption information are sorted out according to the user totem information for squeezing the transmission of orange juice user equipment, obtain each use
The categorization results of a plurality of consumption information corresponding to family identification information;
Buying pattern information in every consumption information in the categorization results is counted, user's frequency of usage highest is obtained
Buying pattern analysis result.
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PCT/CN2017/101560 WO2018095117A1 (en) | 2016-11-25 | 2017-09-13 | Data acquisition method and device, and data analysis method and device |
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