CN106548380A - The method and apparatus of Data acquisition and issuance - Google Patents

The method and apparatus of Data acquisition and issuance Download PDF

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Publication number
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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China
Prior art keywords
user
information
orange juice
consumption information
analysis result
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CN201611056805.3A
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Chinese (zh)
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周祺
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SHANGHAI JUANG INDUSTRIAL Co Ltd
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SHANGHAI JUANG INDUSTRIAL Co Ltd
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Application filed by SHANGHAI JUANG INDUSTRIAL Co Ltd filed Critical SHANGHAI JUANG INDUSTRIAL Co Ltd
Priority to CN201611056805.3A priority Critical patent/CN106548380A/en
Publication of CN106548380A publication Critical patent/CN106548380A/en
Priority to PCT/CN2017/101560 priority patent/WO2018095117A1/en
Pending legal-status Critical Current

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    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q30/00Commerce
    • G06Q30/02Marketing; Price estimation or determination; Fundraising
    • G06Q30/0201Market modelling; Market analysis; Collecting market data

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  • Engineering & Computer Science (AREA)
  • Accounting & Taxation (AREA)
  • Development Economics (AREA)
  • Finance (AREA)
  • Entrepreneurship & Innovation (AREA)
  • Game Theory and Decision Science (AREA)
  • Data Mining & Analysis (AREA)
  • Economics (AREA)
  • Marketing (AREA)
  • Physics & Mathematics (AREA)
  • General Business, Economics & Management (AREA)
  • General Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)

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

The method and apparatus of Data acquisition and issuance
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.
CN201611056805.3A 2016-11-25 2016-11-25 The method and apparatus of Data acquisition and issuance Pending CN106548380A (en)

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