WO2018095117A1 - 数据采集和分析的方法及设备 - Google Patents

数据采集和分析的方法及设备 Download PDF

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Publication number
WO2018095117A1
WO2018095117A1 PCT/CN2017/101560 CN2017101560W WO2018095117A1 WO 2018095117 A1 WO2018095117 A1 WO 2018095117A1 CN 2017101560 W CN2017101560 W CN 2017101560W WO 2018095117 A1 WO2018095117 A1 WO 2018095117A1
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Prior art keywords
user
information
orange juice
consumption
user equipment
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PCT/CN2017/101560
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English (en)
French (fr)
Inventor
周祺
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上海巨昂实业有限公司
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Publication of WO2018095117A1 publication Critical patent/WO2018095117A1/zh

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    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q30/00—Commerce
    • G06Q30/02—Marketing; Price estimation or determination; Fundraising
    • G06Q30/0201—Market modelling; Market analysis; Collecting market data

Definitions

  • the present application relates to the field of computers, and in particular, to a method and device for data collection and analysis.
  • Bottled or canned juice produced by modern large machines can be stored for a long time, but it is inevitable to add other raw materials and use anti-corrosion technology to extend the shelf life. Freshness cannot be guaranteed.
  • the household small juicer can guarantee the freshness of the ingredients, the juice yield is low, and the cleaning is time-consuming and laborious, and can only be used for a small number of people.
  • some operators have set up juicer equipment that meets the needs of most users of drinking orange juice in some subway stations, bus stations or other public places in the city, which provides convenience for users while ensuring the freshness of orange juice.
  • the current juicer equipment is independent.
  • the data of the juicer equipment is not collected and analyzed.
  • the sales information of each juicer equipment cannot be obtained in time, and the juicer equipment is adjusted according to the sales information. At the same time, it is not possible to provide information related to the squeezed orange juice to the user to provide a choice or perform other activities.
  • An object of the present application is to provide a method and a device for data collection and analysis.
  • the problem solved in the prior art lacks the problem of data collection on the user interface of the squeezed orange juice and the optimization of the user equipment for the squeezed orange juice.
  • a method for data collection of user equipment end of orange juice comprising:
  • the consumption information includes a user equipment number of the squeezed orange juice, a current geographic location of the user equipment of the squeezed orange juice, a consumption time, a number of cups purchased, and a purchaser
  • style information e.g., style information, transaction identification information, user identification information, and user image information
  • the purchase method information includes: cash, an entity membership card, an electronic membership card, and a third party payment method.
  • the method further includes:
  • a processing scheme corresponding to the user end of the squeezed orange juice is determined.
  • determining, according to the analysis result, a processing scheme corresponding to the user equipment end of the squeezed orange juice including at least one of the following:
  • the network device feeds back an analysis result of the sales information of the orange juice user equipment in its current geographic location, adjusting a geographic location layout of the squeezed orange juice user equipment according to the sales information, wherein the sales information is according to the squeeze
  • the orange juice user equipment number and the number of the purchased cups are determined;
  • the network device feeds back the analysis result of the user feature information, determining a consumer group according to the user feature information, where the user feature information is determined by the user image information;
  • the product information in the user activity area is pushed to the user according to the user activity area information, wherein the user activity area information is according to the user
  • the current geographic location of the user equipment of the squeezed orange juice in the plurality of consumption information is determined;
  • the related product is pushed to the user according to the user's preference degree, wherein the user's preference degree is based on the quantity of the user's consumption information and each consumption The number of cups purchased in the information is determined;
  • the network device feeds back the analysis result of the user with the highest frequency of purchase
  • the user who uses the same purchase mode is recommended to the user according to the purchase mode with the highest frequency of use by the user, wherein the user uses the highest frequency.
  • the purchase method is determined according to the plurality of pieces of consumption information of the user and the purchase mode information in each piece of consumption information.
  • Methods include:
  • the consumption information of the user each time consumption is obtained from the user interface of the squeezed orange juice, wherein the consumption information includes the user equipment number of the squeezed orange juice, the current geographical location of the user equipment of the squeezed orange juice, the consumption time, the number of purchased cups, the purchase method information, and the transaction.
  • the consumption information includes the user equipment number of the squeezed orange juice, the current geographical location of the user equipment of the squeezed orange juice, the consumption time, the number of purchased cups, the purchase method information, and the transaction.
  • the consumption information is analyzed to obtain an analysis result
  • the analysis result is fed back to the squeezed orange juice user device or mobile terminal device.
  • the purchase method information includes: cash, an entity membership card, an electronic membership card, and a third party payment method.
  • analyzing the consumption information to obtain an analysis result including:
  • analyzing the consumption information to obtain an analysis result including:
  • the analysis result of the user characteristic information is obtained according to the user image information sent by the squeezed orange juice user equipment.
  • analyzing the consumption information to obtain an analysis result including:
  • All the consumption information is classified according to the user identification information sent by the user equipment of the squeezed orange juice, and the classification result of the plurality of pieces of consumption information corresponding to each user identification information is obtained;
  • analyzing the consumption information to obtain an analysis result including:
  • All the consumption information is classified according to the user identification information sent by the user equipment of the squeezed orange juice, and the classification result of the plurality of pieces of consumption information corresponding to each user identification information is obtained;
  • analyzing the consumption information to obtain an analysis result including:
  • All the consumption information is classified according to the user identification information sent by the user equipment of the squeezed orange juice, and the classification result of the plurality of pieces of consumption information corresponding to each user identification information is obtained;
  • the purchase method information in each piece of consumption information in the classification result is counted, and the analysis result of the purchase mode with the highest frequency of use by the user is obtained.
  • a data collected orange juice user device wherein the squeezed orange juice user device comprises:
  • the collecting device is configured to collect consumption information of the user each time the consumer consumes, wherein the consumption information includes a user equipment number of the squeezed orange juice, a current geographic location of the user equipment of the squeezed orange juice, a consumption time, a purchase cup number, a purchase method information, and a transaction identifier.
  • the consumption information includes a user equipment number of the squeezed orange juice, a current geographic location of the user equipment of the squeezed orange juice, a consumption time, a purchase cup number, a purchase method information, and a transaction identifier.
  • a transmitting device configured to transmit the consumption information to the network device.
  • the purchase method information includes: cash, an entity membership card, an electronic membership card, and a third party payment method.
  • the squeezed orange juice user equipment further includes:
  • Obtaining means configured to acquire, from the network device, an analysis result obtained according to the consumption information
  • a processing device configured to determine, according to the analysis result, a processing scheme corresponding to the user end of the orange juice user.
  • processing device is used in at least one of the following:
  • the network device feeds back an analysis result of the sales information of the orange juice user equipment in its current geographic location, adjusting a geographic location layout of the squeezed orange juice user equipment according to the sales information, wherein the sales information is according to the squeeze
  • the orange juice user equipment number and the number of the purchased cups are determined;
  • the network device feeds back the analysis result of the user feature information, determining a consumer group according to the user feature information, where the user feature information is determined by the user image information;
  • the product information in the user activity area is pushed to the user according to the user activity area information, wherein the user activity area information is according to the user
  • the current geographic location of the user equipment of the squeezed orange juice in the plurality of consumption information is determined;
  • the related product is pushed to the user according to the user's preference degree, wherein the user's preference degree is based on the quantity of the user's consumption information and each consumption The number of cups purchased in the information is determined;
  • the network device feeds back the analysis result of the user with the highest frequency of purchase
  • the user who uses the same purchase mode is recommended to the user according to the purchase mode with the highest frequency of use by the user, wherein the user uses the highest frequency.
  • the purchase method is determined according to the plurality of pieces of consumption information of the user and the purchase mode information in each piece of consumption information.
  • a network device for data analysis includes:
  • a receiving device configured to obtain, from the user interface of the squeezed orange juice, consumption information of the user each time consumption, wherein the consumption information includes an orange juice user equipment number, a current geographic location of the orange juice user equipment, a consumption time, a purchase cup number, One or any combination of purchase mode information, transaction identification information, user identification information, and user image information;
  • An analyzing device configured to analyze the consumption information to obtain an analysis result
  • a feedback device configured to feed back the analysis result to the orange juice user device or the mobile terminal device.
  • the purchase method information includes: cash, an entity membership card, an electronic membership card, and a third party payment method.
  • analysis device is used to:
  • analysis device is used to:
  • the analysis result of the user characteristic information is obtained according to the user image information sent by the squeezed orange juice user equipment.
  • analysis device is used to:
  • All the consumption information is classified according to the user identification information sent by the user equipment of the squeezed orange juice, and the classification result of the plurality of pieces of consumption information corresponding to each user identification information is obtained;
  • analysis device is used to:
  • All the consumption information is classified according to the user identification information sent by the user equipment of the squeezed orange juice, and the classification result of the plurality of pieces of consumption information corresponding to each user identification information is obtained;
  • the analysis result of the user's preference for orange juice corresponding to each user identification information is obtained according to the number of pieces of consumption information in the classification result and the number of cups purchased in each piece of consumption information.
  • analysis device is used to:
  • All the consumption information is classified according to the user identification information sent by the user equipment of the squeezed orange juice, and the classification result of the plurality of pieces of consumption information corresponding to each user identification information is obtained;
  • the purchase method information in each piece of consumption information in the classification result is counted, and the analysis result of the purchase mode with the highest frequency of use by the user is obtained.
  • the present application collects the consumption information of the user each time the user consumes the orange juice user equipment, wherein the consumption information includes the squeezed orange juice user equipment number, the current geographic location of the squeezed orange juice user equipment, and the consumption time. And one or any combination of the purchase cup number, the purchase method information, the transaction identification information, the user identification information, and the user image information; and then transmitting the consumption information to the network device, so that the squeezed orange juice user device is no longer independent
  • the operation makes up for the vacancy of collecting relevant consumer information of the user on the user side of the squeezed orange juice, and provides a large data source for the analysis of the consumption information of the subsequent network equipment.
  • the network device receives the consumption of the user each time the consumer consumes Information, analyzing the consumption information, obtaining corresponding analysis results, and then feeding back the obtained analysis results to the squeezed orange juice user equipment or mobile terminal equipment, so that the operation manager or the user according to the squeezed orange juice user equipment or mobile terminal equipment
  • the feedback information is processed in a corresponding manner to provide users with more convenient and higher quality services.
  • FIG. 1 is a flow chart showing a method for data collection of a user interface of an orange juice user according to an aspect of the present application
  • FIG. 2 is a schematic flow chart of a method for network device end data analysis according to another aspect of the present application.
  • FIG. 3 is a schematic structural diagram of a squeezed orange juice user equipment for data collection according to still another aspect of the present application.
  • FIG. 4 is a schematic structural diagram of a network device for data analysis according to still another aspect of the present application.
  • the terminal, the device of the service network, and the trusted party each include one or more processors (CPUs), input/output interfaces, network interfaces, and memory.
  • processors CPUs
  • input/output interfaces network interfaces
  • memory volatile and non-volatile memory
  • the memory may include non-persistent memory, random access memory (RAM), and/or non-volatile memory in a computer readable medium, such as read only memory (ROM) or flash memory.
  • RAM random access memory
  • ROM read only memory
  • Memory is an example of a computer readable medium.
  • Computer readable media includes both permanent and non-permanent, removable and non-removable media
  • Information storage is implemented by any method or technique.
  • the information can be computer readable instructions, data structures, modules of programs, or other data.
  • Examples of computer storage media include, but are not limited to, phase change memory (PRAM), static random access memory (SRAM), dynamic random access memory (DRAM), other types of random access memory (RAM), read only memory. (ROM), electrically erasable programmable read only memory (EEPROM), flash memory or other memory technology, compact disk read only memory (CD-ROM), digital versatile disk (DVD) or other optical storage,
  • computer readable media does not include non-transitory computer readable media, such as modulated data signals and carrier waves.
  • FIG. 1 is a schematic flowchart diagram of a method for collecting data of user equipment end of orange juice according to an aspect of the present application; the method includes step S11 and step S12, wherein in step S11, consumption of the user each time consumption is collected.
  • Information wherein the consumption information comprises one of a squeezed orange juice user equipment number, a current geographic location of the squeezed orange juice user equipment, a consumption time, a purchase cup number, a purchase method information, a transaction identification information, a user identification information, and a user image information. Or any combination; in step S12, the consumption information is transmitted to the network device.
  • the user equipment of the squeezed orange juice When the user purchases the orange juice on the user equipment of the squeezed orange juice, the user equipment of the squeezed orange juice generates a consumption record, and transmits the consumption record to the network device through the network for statistical analysis of the data, so that the user equipment of the squeezed orange juice is no longer independent operation. It makes up for the vacancy of collecting relevant consumer information of users on the user side of the squeezed orange juice, and provides a large number of data sources for the analysis of the consumption records of subsequent network devices.
  • the consumption information of the user each time consumption is collected, wherein the consumption information includes the orange juice user equipment number, the current geographic location of the orange juice user equipment, the consumption time, the number of purchased cups, and the purchase method information.
  • the consumption information includes the orange juice user equipment number, the current geographic location of the orange juice user equipment, the consumption time, the number of purchased cups, and the purchase method information.
  • One or any combination of transaction identification information, user identification information, and user image information in one embodiment, when the user purchases orange juice on a squeezed orange juice user device, a consumption record is generated on the squeezed orange juice user device. That is, the consumption information, the consumption record includes the machine number of the user and the current geographical location of the machine, and the user's current consumption.
  • the generated consumption record is that the user whose payment account is Z is numbered M at the geographic location d.
  • the m-cup orange juice was purchased on the juicer equipment, the consumption time was n minutes, the current time at the start of consumption was xxx:xx:x, the transaction order number was s, and the image information of the user was taken by the front camera.
  • the current geographic location of the squeezed orange juice user equipment may be expressed by latitude and longitude.
  • the content of a consumption record generated on the above-mentioned squeezed orange juice user equipment is only an example of the present application, and may also include the above-mentioned squeezed orange juice user equipment number and the squeezed orange juice user equipment.
  • the account of the payment method is used as the user identifier, if the cash payment is always selected in the purchase mode of the user, the user identification information may not be included in the consumption information.
  • step S12 the consumption information is transmitted to a network device.
  • each of the squeezed orange juice user equipment transmits the collected consumption information generated by each user each time through the network to the network device, and provides a data source for the network device to analyze the user consumption information of the squeezed orange juice user equipment end.
  • the purchase method information includes: cash, an entity membership card, an electronic membership card, and a third party payment method.
  • the purchase mode can be flexibly selected on the display interface of the device, for example, if the cash payment is selected, the coin is selected, and if the user has the membership card, the physical membership card or the electronic is selected.
  • the membership card can be used for payment, and can also be paid by third-party payment methods such as Alipay, WeChat, and QQ.
  • the juice extraction process of the third-party payment method in the user control interface on the squeezed orange juice device can be optimized, and the speed of purchasing the orange juice can be increased, or the user can be enhanced. Security of people's information.
  • the method further includes: step S13, acquiring an analysis result obtained according to the consumption information from the network device; and step S14, determining, according to the analysis result
  • the processing scheme corresponding to the orange juice user equipment end.
  • the squeezed orange juice user equipment transmits the collected consumption information to the network device, and the analysis result is obtained through the data analysis of the network device, and the squeezed orange juice user equipment can be optimized according to the feedback analysis result or the related service is provided for the user.
  • determining, according to the analysis result, a processing scheme corresponding to the user interface of the orange juice comprising at least one of the following: when the network device feeds back an analysis result of the sales information of the orange juice user equipment in its current geographical location, Adjusting a geographic location layout of the squeezed orange juice user equipment according to the sales information, wherein the sales information is determined according to the squeezed orange juice user equipment number and the number of purchase cups; and when the network device feeds back user characteristic information
  • the consumer group is determined according to the user feature information, wherein the user feature information is determined by the user image information; when the network device feeds back the analysis result of the user activity area information, according to the user activity area information Pushing the product information in the user activity area to the user, wherein the user activity area information is determined according to a current geographic location of the orange juice user equipment in the plurality of pieces of consumption information of the user; when the network device feeds back the user
  • analyzing the results of the preference for orange juice according to the user preference Pushing the associated product
  • the sales situation of each squeezed orange juice user equipment in the current geographical location is obtained from the network device, and the position layout of the squeezed orange juice user equipment is manually adjusted according to the sales situation, for example, from the network In the network equipment, the sales volume of the squeezed orange juice user equipment at the geographical location is small, and the sales volume of the squeezed orange juice user equipment at a geographical location is large, and the user equipment of the squeezed orange juice at the relevant geographical location is re-arranged.
  • the Add one or more squeezed orange juice user equipment at or near the d1 location to meet the user's purchase needs.
  • the analysis result of the user characteristic information is obtained from the network device, for example, obtaining the age and gender of the consumer user
  • the consumer group that extracts the juice provided by the user equipment of the squeezed orange juice may be inferred according to the age and gender of the consumer user; For example, from the network equipment, the number of consumers in the age group of 15-25 years old is the highest, and the proportion of women is higher than that of men.
  • the main consumer group of orange juice provided by the products of the user equipment of the squeezed orange juice is Women in the 15-25 age group, in addition, can also optimize the user control interface on the user equipment of the squeezed orange juice according to the characteristics of this consumer group.
  • the advertisement information on the interface is mostly advertisement information that the female likes or prefers to consume.
  • the raw materials in the user equipment of the squeezed orange juice are improved according to the information of the determined consumer group, such as improving the design of the cup and the lid, so as to be more in line with the consumer group. The concept and love to provide more convenient and higher quality services for this consumer group.
  • the user activity area information is the activity range and the trajectory of the user, and the product information in the user activity area is pushed to the user according to the user activity area information, such as Pushing discounted merchants and product discounts within the user's activity range, providing users with more convenient services and improving user experience.
  • the user activity area information such as Pushing discounted merchants and product discounts within the user's activity range, providing users with more convenient services and improving user experience.
  • users can be located according to mobile client devices, and then devices are based on geographical locations. The activity on it is pushed to the corresponding client device.
  • the user's preference for the orange juice is divided into three levels: general, like, and very like, and the related product is pushed to the relevant user according to the degree of user preference, such as the degree of preference.
  • the degree of user preference such as the degree of preference.
  • the degree of preference For the general, like, and very like users, push different related products that may be liked by users.
  • the analysis result of the purchase mode with the highest frequency of use by the user is obtained from the network device, if the user whose user identifier is m uses the WeChat in the third-party payment method to purchase the orange juice more frequently, the Users recommend common hobby users and interact with users.
  • the analysis results of the above several network devices can be fed back to the user equipment of the squeezed orange juice, and the corresponding processing scheme is determined on the user equipment of the squeezed orange juice, such as the user characteristic information of the user equipment receiving the orange juice received by the orange juice, according to
  • the inferred consumer group recommends the product information that the consumer group may prefer or improve the color, graphics and other styles in the user control interface on the user control interface on the user interface of the squeezed orange juice, so that the consumer group is more liked, wherein the user controls
  • the interface is an interface when the user interacts with the user equipment of the orange juice, and performs a click selection operation on the user control interface, such as selecting a purchase method, selecting a number of cups to be purchased, and the like.
  • the analysis results of the foregoing network devices may also be fed back to the mobile terminal device.
  • the mobile terminal device receives the analysis result of the user activity area information fed back by the network device, and the user can view the preferential merchant within the scope of the active area on the mobile terminal device. And the discount of goods.
  • the analysis result of the user characteristic information that the orange juice user equipment receives the feedback from the network device is only an example, and the analysis result of the user activity area information fed back by the network device may be received, and the preferential merchant within the range of the user activity is pushed on the user control interface. And the discount of goods.
  • the squeezed orange juice user equipment or the mobile terminal device can receive one or more analysis results of the above analysis results fed back by the network device, and determine a corresponding processing solution according to the obtained analysis result.
  • FIG. 2 is a schematic flowchart diagram of a method for network device end data analysis according to another aspect of the present application; the method includes: step S21, step S22, and step S23, wherein in step S21, the user equipment is squeezed from orange juice
  • the end obtains the consumption information of the user each time the consumer consumes, wherein the consumption information includes the user name of the squeezed orange juice user device, the current geographical location of the user equipment of the squeezed orange juice, the consumption time, the number of purchase cups, the purchase method information, the transaction identification information, and the user identifier.
  • the data collection of the user interface of the squeezed orange juice provides the network device with the source of the analysis data, and the network device according to the consumption information of the received user each time the consumer consumes in step S22
  • the consumption information is analyzed, and the corresponding analysis result is obtained, and then step S23 is performed, and the obtained analysis result is fed back to the squeezed orange juice user equipment or the mobile terminal device, so that the operation manager or the user according to the squeezed orange juice user equipment or the mobile terminal device
  • the feedback information is processed in a corresponding manner.
  • the squeezed orange juice user equipment receives user characteristic information fed back by the network device, according to The consumer group inferred by the consumer group on the user control interface of the user equipment for pressing the orange juice to recommend some commodity information that the consumer group may prefer or to improve the color, graphics and the like in the user control interface, so that the consumer group is more liked, wherein
  • the user control interface is an interface when the user interacts with the user equipment of the orange juice, and performs a click selection operation on the user control interface, such as selecting a purchase method, selecting a number of cups to be purchased, and the like.
  • the mobile terminal device receives the analysis result of the user activity area information fed back by the network device, and the user can check the discounted merchant and the product discount in the range of the active area on the mobile terminal device.
  • the purchase method information includes: cash, an entity membership card, an electronic membership card, and a third party payment method.
  • the purchase manner in the consumption information sent by the received orange juice user equipment includes various purchase methods, such as whether the user can obtain the orange juice by cash, or use the physical membership card or the electronic membership card in the membership card to purchase. Or third-party payment methods, such as Alipay, WeChat, QQ payment, etc., through third-party applications.
  • the preferred purchase method corresponding to each user identification information can be analyzed, and the most common purchase method can be obtained according to the purchase mode of all users, and the most common purchase method is used on the user control interface on the squeezed orange juice user device. The purchase process is optimized to improve the user experience.
  • step S22 analyzing the consumption information to obtain an analysis result, comprising: classifying all the consumption information according to the squeezed orange juice user equipment number sent by the squeezed orange juice user equipment, and obtaining each squeezed orange juice user.
  • the categorization result of the plurality of pieces of consumption information corresponding to the device; and the analysis result of the sales information of each of the squeezed orange juice user devices in their current geographical position is obtained according to the number of purchase cups in each piece of consumption information in the categorization result.
  • all the received consumption information is classified according to the orange juice user equipment number, and multiple pieces of consumption information corresponding to each squeezed orange juice user equipment number are obtained, and then each of the corresponding pieces of consumption information is consumed.
  • the information is analyzed, and the sales information corresponding to the user equipment number of each squeezed orange juice is obtained. It should be noted that each of the corresponding pieces of consumption information is analyzed according to the current geographical location of each squeezed orange juice user equipment. The number of purchase cups in each piece of consumption information is counted to determine the analysis result of the sales information of each of the squeezed orange juice user devices in their current geographic location. For example, squeezed orange juice user equipment number
  • the consumption information of the machine for n1 is m1, wherein m2 (m2 ⁇ m1) is the consumption record at the geographic location d1, and the (m1-m2) is the consumption record at the geographic location d2.
  • the m1 consumption record corresponding to the geographic location d1 is analyzed, and the number of purchase cups in each consumption record is counted, and the analysis result of the sales information of the machine with the orange juice user equipment number n1 at the geographic location d1 is obtained.
  • analyzing the consumption information to obtain an analysis result includes: obtaining an analysis result of the user characteristic information according to the user image information sent by the orange juice user equipment.
  • the image processing technology can be used to analyze the user characteristic information, such as the user characteristic information including the user's age and gender, thereby inferring the consumer group purchasing the orange juice, and then pressing the orange juice user equipment or
  • the mobile terminal device performs corresponding processing according to the consumer group inferred by the user image information, such as pushing advertisements or related product information favorite by the consumer group on the user control interface on the squeezed orange juice user device; for example, the operation management personnel according to the mobile terminal
  • the analysis result received by the device optimizes the raw materials in the orange juice user equipment or equipment to meet the needs of the consumer group, such as improving the raw materials for the juice extraction in the user equipment of the squeezed orange juice, and improving the design of the cup and the lid. To make the relevant raw materials more in line with the concept and love of the consumer group, to provide more convenient
  • step S22 analyzing the consumption information to obtain an analysis result, comprising: classifying all the consumption information according to the user identification information sent by the orange juice user equipment, and obtaining corresponding information of each user identification information. a classification result of the plurality of pieces of consumption information; and an analysis result of the user activity area information corresponding to each piece of user identification information is obtained according to a current geographic location of the user device of the orange juice in each piece of the consumption information.
  • all the received consumption information is classified and classified according to the user identification information, and multiple pieces of consumption information corresponding to each user identification information are obtained, and then, each of the corresponding pieces of consumption information is squeezed.
  • the current geographic location of the orange juice user equipment is analyzed, and the analysis result of the user activity area information corresponding to each user identification information is obtained, wherein the user activity area information includes the activity range and the trajectory of the user.
  • the user information of the user identifier w is determined to be n1 according to the user identification information, and the analysis is performed.
  • the current geographic location of the user equipment of the squeezed orange juice when the user in the consumption information is consumed obtains a plurality of geographical locations: d1, d2, ... dn, and determines the activity range of the user whose user identifier is w according to the n geographical locations.
  • the trajectory the analysis result of the determined user's activity range and trajectory of the user identified as w is fed back to the orange juice user device or the mobile terminal device.
  • step S22 analyzing the consumption information to obtain an analysis result, comprising: classifying all the consumption information according to the user identification information sent by the orange juice user equipment, and obtaining corresponding information of each user identification information.
  • the classification result of the plurality of consumption information according to the number of consumption information in the classification result and the number of cups purchased in each piece of consumption information, the user's preference for the orange juice corresponding to each user identification information is obtained. result.
  • all the received consumption information is classified and classified according to the user identification information, and multiple pieces of consumption information corresponding to each user identification information are obtained, for example, the user information whose user identification is w2 is determined according to the user identification information, and classified.
  • the n2 pieces of consumption information may be considered that the user has performed n2 purchases, that is, the number of purchases is n2; then, for each piece of consumption information
  • the number of cups purchased by the user is analyzed, and the user's preference for orange juice corresponding to each user identification information is obtained.
  • the user's preference for orange juice is available: general, like, and very like, the three levels are distinguished, according to the preset.
  • the division rule determines the level at which the user prefers the orange juice.
  • the user purchase number is greater than a certain purchase threshold t1 and the total number of purchased cups is greater than the cup number threshold r1, it is determined that the user prefers the orange juice degree.
  • One level when the number of purchases by the user is less than a certain purchase threshold t2, the user may be considered to be orange juice
  • the degree of preference is the general level. It should be noted that the user's preference for orange juice is divided into the above three levels. For example, other existing or future possible users' indications of the degree of preference for orange juice may be applied to the present application, and should also be included in the present application. It is within the scope of protection and is hereby incorporated by reference.
  • the division rule that the user prefers the degree of orange juice to the general level is only an example, and other existing or future possible users may divide the degree of preference for orange juice.
  • the rules are applicable to the present application and are also included in the scope of the present application and are hereby incorporated by reference.
  • step S22 analyzing the consumption information to obtain an analysis result, comprising: classifying all the consumption information according to the user identification information sent by the orange juice user equipment, and obtaining corresponding information of each user identification information.
  • the user information of the user identifier is determined according to the user identification information, and the corresponding n3 pieces of consumption information are obtained, and the purchase mode information in the n3 pieces of consumption information is counted, and the cash payment is used.
  • the generated consumption information is a1, the consumption information generated when using the WeChat in the third-party payment method to purchase orange juice is a2, and the consumption information generated when using the Alipay in the third-party payment method to purchase the orange juice is a3.
  • the mobile terminal device can recommend other users who prefer to use WeChat payment to the user's WeChat account to perform interaction between users.
  • the purchase method information in each piece of consumption information in the classification result is counted, and the analysis result of the purchase mode with the highest frequency of use by the user is obtained, and the information of other purchase methods corresponding to the user is also obtained.
  • the analysis result can not only feed back the analysis result of the user's most frequently used purchase method to the squeezed orange juice user equipment or the mobile terminal device, but also feedback the analysis results of other related purchase methods.
  • the consumption information of the user each time consumption is collected; and the collected consumption information is transmitted to the network equipment, so that the squeezed orange juice user equipment is no longer independent operation, making up
  • the vacancy of the user's relevant consumption information is collected on the user interface of the squeezed orange juice, which provides a large amount of data source for the analysis of the consumption information by the subsequent network equipment.
  • the network device receives the consumption information of the user each time of consumption, analyzes the consumption information, and obtains a corresponding analysis result, and then feeds back the obtained analysis result to the squeezed orange juice user equipment or the mobile terminal device, so as to operate the management personnel or
  • the user performs a corresponding processing scheme according to the feedback information of the orange juice user equipment or the mobile terminal device, thereby providing users with more convenient and higher quality services.
  • the user equipment of the squeezed orange juice comprises a collection device 11 and a transmission device 12, wherein the collection device 11 collects consumption information each time the user consumes, wherein the consumption information includes a user equipment number of the squeezed orange juice and a user equipment of the squeezed orange juice.
  • the transmission device 12 transmits the consumption information to the network device.
  • the user equipment of the squeezed orange juice When the user purchases the orange juice on the user equipment of the squeezed orange juice, the user equipment of the squeezed orange juice generates a consumption record, and transmits the consumption record to the network device through the network for statistical analysis of the data, so that the user equipment of the squeezed orange juice is no longer independent operation. It makes up for the vacancy of collecting relevant consumer information of users on the user side of the squeezed orange juice, and provides a large number of data sources for the analysis of the consumption records of subsequent network devices.
  • the collecting device 11 is configured to collect consumption information when the user consumes each time, wherein the consumption information includes an orange juice user equipment number, a current geographic location of the orange juice user equipment, a consumption time, a purchase cup number, and a purchase method information.
  • the consumption information includes an orange juice user equipment number, a current geographic location of the orange juice user equipment, a consumption time, a purchase cup number, and a purchase method information.
  • One or any combination of transaction identification information, user identification information, and user image information in one embodiment, when the user purchases orange juice on a squeezed orange juice user device, a consumption record is generated on the squeezed orange juice user device. That is, consumption information, this consumption record includes the machine number of the user and the current geographical location of the machine, the user's current consumption time, the number of cups purchased this time, the purchase method used by the user, and the current transaction identifier (such as Order number), user ID, user image information collected by the front camera.
  • the generated consumption record is that the user whose payment account is Z is numbered M at the geographic location d.
  • the m-cup orange juice was purchased on the juicer equipment, the consumption time was n minutes, the current time at the start of consumption was xxx:xx:x, the transaction order number was s, and the image information of the user was taken by the front camera.
  • the current geographic location of the squeezed orange juice user equipment may be expressed by latitude and longitude.
  • the content of a consumption record generated on the above-mentioned squeezed orange juice user equipment is only an example of the present application, and may also include the above-mentioned squeezed orange juice user equipment number and the squeezed orange juice user equipment.
  • the account is used as the user identifier, if the cash payment is always selected in the user's purchase mode, the user identification information may not be included in the consumption information.
  • the transmission device 12 is configured to transmit the consumption information to a network device.
  • each of the squeezed orange juice user equipment transmits the collected consumption information generated by each user each time through the network to the network device, and provides a data source for the network device to analyze the user consumption information of the squeezed orange juice user equipment end.
  • the purchase method information includes: cash, an entity membership card, an electronic membership card, and a third party payment method.
  • the purchase mode can be flexibly selected on the display interface of the device, for example, if the cash payment is selected, the coin is selected, and if the user has the membership card, the physical membership card or the electronic is selected.
  • the membership card can be used for payment, and can also be paid by third-party payment methods such as Alipay, WeChat, and QQ.
  • the juice extraction process of the third-party payment method in the user control interface on the squeezed orange juice device can be optimized, and the speed of purchasing the orange juice can be improved, or the security of the user's personal information can be enhanced.
  • the orange juice user equipment further includes: an obtaining device 13 for acquiring an analysis result obtained from the consumption information from the network device; and a processing device 14 configured to determine the orange juice user device according to the analysis result The corresponding processing scheme.
  • the squeezed orange juice user equipment transmits the collected consumption information to the network device, and the analysis result is obtained through the data analysis of the network device, and the squeezed orange juice user equipment can be optimized according to the feedback analysis result or the related service is provided for the user.
  • the processing device 14 is used for at least one of the following: when the network device feeds back an analysis result of the sales information of the orange juice user device in its current geographical location, adjusting the orange juice user device according to the sales information Geographic location layout, wherein the sales information is as described The orange juice user equipment number and the purchase cup number are determined; when the network device feeds back the analysis result of the user characteristic information, the consumer group is determined according to the user feature information, wherein the user feature information is determined by the user image information Determining, when the network device feeds back the analysis result of the user activity area information, pushing the product information in the user activity area to the user according to the user activity area information, wherein the user activity area information is according to the The current geographic location of the orange juice user equipment in the plurality of pieces of consumption information of the user is determined; when the network device feeds back the analysis result of the user's preference for the orange juice, the related product is pushed to the user according to the degree of user preference, wherein The degree of user preference is determined according to the quantity of the user'
  • the sales situation of each squeezed orange juice user equipment in the current geographical location is obtained from the network device, and the position layout of the squeezed orange juice user equipment is manually adjusted according to the sales situation, for example, the geographical location is obtained from the network device.
  • the sales of the user equipment of the squeezed orange juice is less, and the sales volume of the user equipment of the squeezed orange juice in some geographical locations is relatively large, and the user equipment of the squeezed orange juice at the relevant geographical location is re-arranged.
  • the Add one or more squeezed orange juice user equipment at or near the d1 location to meet the user's purchase needs.
  • the analysis result of the user characteristic information is obtained from the network device, for example, obtaining the age and gender of the consumer user
  • the consumer group that extracts the juice provided by the user equipment of the squeezed orange juice may be inferred according to the age and gender of the consumer user; For example, from the network equipment, the number of consumers in the age group of 15-25 years old is the highest, and the proportion of women is higher than that of men.
  • the main consumer group of orange juice provided by the products of the user equipment of the squeezed orange juice is Women in the 15-25 age group, in addition, can also optimize the user control interface on the user equipment of the squeezed orange juice according to the characteristics of this consumer group.
  • the advertisement information on the interface is mostly for women who prefer or prefer to consume.
  • the information is such that the needs of the consumer group are met; in a preferred embodiment, the raw materials in the user equipment of the squeezed orange juice are improved according to the information of the determined consumer group, such as improving the design of the cup and the lid, so that the The concept and love of the consumer group provides more convenient and higher quality services for the consumer group.
  • the user activity area information is the activity range and the trajectory of the user, and the product information in the user activity area is pushed to the user according to the user activity area information, such as Pushing discounted merchants and product discounts within the user's activity range, providing users with more convenient services and improving user experience.
  • users can be positioned according to mobile client devices, and then devices on the device according to geographical locations. The activity is pushed to the appropriate client device.
  • the user's analysis of the degree of preference for orange juice is obtained from the network device, the user's preference for the orange juice is divided into three levels: general, like, and very like, and the related product is pushed to the relevant user according to the degree of user preference, such as the degree of preference.
  • the analysis results of the above several network devices can be fed back to the user equipment of the squeezed orange juice, and the corresponding processing scheme is determined on the user equipment of the squeezed orange juice, such as the user characteristic information of the user equipment receiving the orange juice received by the orange juice, according to
  • the inferred consumer group recommends the product information that the consumer group may prefer or improve the color, graphics and other styles in the user control interface on the user control interface on the user interface of the squeezed orange juice, so that the consumer group is more liked, wherein the user controls
  • the interface is an interface when the user interacts with the user equipment of the orange juice, and performs a click selection operation on the user control interface, such as selecting a purchase method, selecting a number of cups to be purchased, and the like.
  • the analysis results of the foregoing network devices may also be fed back to the mobile terminal device.
  • the mobile terminal device receives the analysis result of the user activity area information fed back by the network device, and the user can view the preferential merchant within the scope of the active area on the mobile terminal device. And the discount of goods.
  • the analysis result of the user characteristic information that the orange juice user equipment receives the feedback from the network device is only an example, and the analysis result of the user activity area information fed back by the network device may also be received, and the user control interface is displayed on the user control interface. Offer discounted merchants and product discounts within the scope of the push user activity.
  • the squeezed orange juice user equipment or the mobile terminal device can receive one or more analysis results of the above analysis results fed back by the network device, and determine a corresponding processing solution according to the obtained analysis result.
  • the network device includes: a receiving device 21, an analyzing device 22, and a feedback device 23, wherein the receiving device 21 is from a squeezed orange juice user device.
  • the end obtains the consumption information of the user each time the consumer consumes, wherein the consumption information includes the user name of the squeezed orange juice user device, the current geographical location of the user equipment of the squeezed orange juice, the consumption time, the number of purchase cups, the purchase method information, the transaction identification information, and the user identifier.
  • the data collection of the user interface of the squeezed orange juice provides the network device with the source of the analysis data, and the network device uses the analysis device 22 according to the consumption information of the received user each time the user consumes
  • the consumption information is analyzed, and the corresponding analysis result is obtained, and then the obtained analysis result is fed back to the orange juice user equipment or the mobile terminal device by the feedback device 23, so that the operation manager or the user according to the squeezed orange juice user equipment or the mobile terminal device
  • the feedback information is processed in a corresponding manner.
  • the squeezed orange juice user equipment receives the user characteristic information fed back by the network device, and according to the inferred consumer group, on the user control interface on the squeezed orange juice user equipment, recommend some product information that the consumer group may prefer or improve the user control interface.
  • the color, graphics and other styles make the consumer group more like, wherein the user control interface is an interface when the user interacts with the orange juice user device, and performs a click selection operation on the user control interface, such as selecting a purchase method. Choose to buy the number of cups, etc.
  • the mobile terminal device receives the analysis result of the user activity area information fed back by the network device, and the user can check the discounted merchant and the product discount in the range of the active area on the mobile terminal device.
  • the purchase method information includes: cash, an entity membership card, an electronic membership card, and a third party payment method.
  • the purchase manner in the consumption information sent by the received orange juice user equipment includes various purchase methods, such as whether the user can obtain the orange juice by cash, or use the physical membership card or the electronic membership card in the membership card to purchase.
  • third-party payment methods such as Alipay, WeChat, QQ payment, etc., through third-party applications.
  • Purchase information obtained through acquisition It can analyze the preferred purchase method corresponding to each user identification information and obtain the most common purchase method according to the purchase mode of all users, and optimize the purchase process of the most commonly used purchase method on the user control interface on the squeezed orange juice user equipment. Improve the user experience.
  • the analyzing device 22 is configured to: classify all the consumption information according to the squeezed orange juice user equipment number sent by the squeezed orange juice user equipment, and obtain a classification result of the plurality of pieces of consumption information corresponding to each squeezed orange juice user equipment; The number of purchase cups in each piece of consumption information in the categorization result is obtained as an analysis result of the sales information of each of the squeezed orange juice user devices in their current geographic location.
  • all the received consumption information is classified according to the orange juice user equipment number, and multiple pieces of consumption information corresponding to each squeezed orange juice user equipment number are obtained, and then each of the corresponding pieces of consumption information is consumed.
  • the information is analyzed, and the sales information corresponding to the user equipment number of each squeezed orange juice is obtained.
  • each of the corresponding pieces of consumption information is analyzed according to the current geographical location of each squeezed orange juice user equipment.
  • the number of purchase cups in each piece of consumption information is counted to determine the analysis result of the sales information of each of the squeezed orange juice user devices in their current geographic location.
  • the consumption information of the machine with the orange juice user equipment number n1 is m1, wherein m2 (m2 ⁇ m1) is the consumption record at the geographic location d1, and the (m1-m2) is in the geographical position.
  • the m1 consumption record corresponding to the geographic location d1 is analyzed, and the number of purchase cups in each consumption record is counted, and the machine with the squeezed orange juice user equipment number n1 is obtained at the geographic location d1. Analysis results of sales information.
  • the analyzing device 22 is configured to obtain an analysis result of the user characteristic information according to the user image information sent by the orange juice user equipment.
  • the image processing technology can be used to analyze the user characteristic information, such as the user characteristic information including the user's age and gender, thereby inferring the consumer group purchasing the orange juice, and then pressing the orange juice user equipment or
  • the mobile terminal device performs corresponding processing according to the consumer group inferred by the user image information, such as pushing advertisements or related product information favorite by the consumer group on the user control interface on the squeezed orange juice user device; for example, the operation management personnel according to the mobile terminal
  • the analysis result received by the device optimizes the raw material in the orange juice user equipment or equipment to meet the needs of the consumer group, such as improved pressing
  • the raw materials for juice extraction in the orange juice user equipment improve the design of the cup and the lid, so that the related raw materials are more in line with the concept and love of the consumer group, and provide more convenient and higher quality services for the consumer group.
  • the analyzing device 22 is configured to classify all the consumption information according to the user identification information sent by the orange juice user equipment, and obtain a classification result of the plurality of pieces of consumption information corresponding to each user identification information; The current geographic location of the orange juice user equipment in each piece of consumption information in the class result is obtained as an analysis result of the user activity area information corresponding to each user identification information.
  • all the received consumption information is classified and classified according to the user identification information, and multiple pieces of consumption information corresponding to each user identification information are obtained, and then, each of the corresponding pieces of consumption information is squeezed.
  • the current geographic location of the orange juice user equipment is analyzed, and the analysis result of the user activity area information corresponding to each user identification information is obtained, wherein the user activity area information includes the activity range and the trajectory of the user.
  • the user information of the user identifier w is determined to be n1 according to the user identification information, and the current geographic location of the user device of the squeezed orange juice when the user in the n1 pieces of consumption information is consumed is analyzed, and multiple geographical locations are obtained: D1, d2, ...
  • the analyzing device 22 is configured to classify all the consumption information according to the user identification information sent by the orange juice user equipment, and obtain a classification result of the plurality of pieces of consumption information corresponding to each user identification information;
  • the number of pieces of consumption information in the class result and the number of cups purchased in each piece of consumption information obtains an analysis result of the user's preference for orange juice corresponding to each user identification information.
  • all the received consumption information is classified and classified according to the user identification information, and multiple pieces of consumption information corresponding to each user identification information are obtained, for example, the user information whose user identification is w2 is determined according to the user identification information, and classified.
  • the n2 pieces of consumption information may be considered that the user has performed n2 purchases, that is, the number of purchases is n2; then, for each piece of consumption information
  • the level at which the degree is located such as when the number of purchases of the user is greater than a certain purchase threshold t1 and the total number of purchased cups is greater than the number of cups threshold r1, it is determined that the user's preference for orange juice is very like this level, when the number of purchases by the user is less than When a certain threshold t2 is purchased, the user's preference for orange juice is considered to be a general level.
  • the user's preference for orange juice is divided into the above three levels.
  • other existing or future possible users' indications of the degree of preference for orange juice may be applied to the present application, and should also be included in the present application. It is within the scope of protection and is hereby incorporated by reference. If the number of user purchases is less than a certain purchase threshold t2, the division rule that the user prefers the degree of orange juice to the general level is only an example, and other existing or future possible users may divide the degree of preference for orange juice. The rules are applicable to the present application and are also included in the scope of the present application and are hereby incorporated by reference.
  • the analyzing device 22 is configured to classify all the consumption information according to the user identification information sent by the orange juice user equipment, and obtain a classification result of the plurality of pieces of consumption information corresponding to each user identification information; The purchase method information in each piece of consumption information in the class result is counted, and the analysis result of the purchase mode with the highest frequency of use by the user is obtained.
  • the user information of the user identifier is determined according to the user identification information, and the corresponding n3 pieces of consumption information are obtained, and the purchase mode information in the n3 pieces of consumption information is counted, and the cash payment is used.
  • the generated consumption information is a1, the consumption information generated when using the WeChat in the third-party payment method to purchase orange juice is a2, and the consumption information generated when using the Alipay in the third-party payment method to purchase the orange juice is a3.
  • the mobile terminal device can recommend other users who prefer to use WeChat payment to the user's WeChat account to perform interaction between users. It should be noted that the purchase mode information in each piece of consumption information in the classification result is counted and used by the user.
  • the analysis result of the most frequent purchase method will also obtain the analysis result of the information of other purchase methods corresponding to the user, and not only the analysis result of the user's most frequently used purchase mode can be fed back to the squeezed orange juice user equipment or the mobile terminal device, You can feedback the analysis results of other related purchase methods.
  • the consumption information of the user each time consumption is collected; and the collected consumption information is transmitted to the network equipment, so that the squeezed orange juice user equipment is no longer independent operation, making up
  • the vacancy of the user's relevant consumption information is collected on the user interface of the squeezed orange juice, which provides a large amount of data source for the analysis of the consumption information by the subsequent network equipment.
  • the network device receives the consumption information of the user each time of consumption, analyzes the consumption information, and obtains a corresponding analysis result, and then feeds back the obtained analysis result to the squeezed orange juice user equipment or the mobile terminal device, so as to operate the management personnel or
  • the user performs a corresponding processing scheme according to the feedback information of the orange juice user equipment or the mobile terminal device, thereby providing users with more convenient and higher quality services.
  • the present application can be implemented in software and/or a combination of software and hardware, for example, using an application specific integrated circuit (ASIC), a general purpose computer, or any other similar hardware device.
  • the software program of the present application can be executed by a processor to implement the steps or functions described above.
  • the software programs (including related data structures) of the present application can be stored in a computer readable recording medium such as a RAM memory, a magnetic or optical drive or a floppy disk and the like.
  • some of the steps or functions of the present application may be implemented in hardware, for example, as a circuit that cooperates with a processor to perform various steps or functions.
  • a portion of the present application can be applied as a computer program product, such as computer program instructions, which, when executed by a computer, can invoke or provide a method and/or technical solution in accordance with the present application.
  • the program instructions that invoke the method of the present application may be saved. It is stored in a fixed or removable recording medium and/or transmitted by a data stream in a broadcast or other signal bearing medium, and/or stored in a working memory of a computer device operating in accordance with the program instructions.
  • an embodiment in accordance with the present application includes a device including a memory for storing computer program instructions and a processor for executing program instructions, wherein when the computer program instructions are executed by the processor, triggering
  • the apparatus operates based on the aforementioned methods and/or technical solutions in accordance with various embodiments of the present application.

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Abstract

一种数据采集和分析的方法及设备，通过在榨橙汁用户设备端采集用户每次消费时的消费信息，其中，所述消费信息包括榨橙汁用户设备编号、榨橙汁用户设备的当前地理位置、消费时间、购买杯数、购买方式信息、交易标识信息、用户标识信息和用户图像信息中的一种或任意组合（S11）；接着，将所述消费信息传输至网络设备（S12）；网络设备接收用户每次消费时的消费信息，对消费信息进行分析，得到相应的分析结果（S22），随后，将所得到的分析结果反馈至所述榨橙汁用户设备或移动终端设备（S23），以便运营管理人员或用户根据榨橙汁用户设备或移动终端设备的反馈信息进行对应的处理方案，为用户提供更便利、更高质量的服务。

Description

数据采集和分析的方法及设备 技术领域
本申请涉及计算机领域，尤其涉及一种数据采集和分析的方法及设备。
背景技术
现代化大机器生产的瓶装或罐装果汁虽然可以保存时间较长，但不可避免的需要添加其他原料，并使用防腐工艺以延长保质期，新鲜度无法保证。家用的小型榨汁机虽然可以保证食材的新鲜，但出汁率低，清洗费时费力，只能适合少量人的家庭使用。根据上述出现的问题，一些运营商在城市一些地铁站、公交站或其他公共场所设置了满足大部分用户饮用橙汁的需求的榨汁机设备，为用户提供了便利的同时保证了橙汁的新鲜度，然而，目前榨汁机设备是独立存在的，没有对榨汁机设备端的数据进行采集并分析，无法及时获得每台榨汁机设备的销量信息，根据销量信息对榨汁机设备进行位置调整；同时也不能提供与榨橙汁有关的信息给用户以提供选择或进行其它活动。
申请内容
本申请的一个目的是提供一种数据采集和分析的方法及设备，解决的问题现有技术中缺少对榨橙汁用户设备端进行的数据采集的问题以及对榨橙汁用户设备的优化。
根据本申请的一个方面，提供了一种榨橙汁用户设备端数据采集的方法，该方法包括：
采集用户每次消费时的消费信息，其中，所述消费信息包括榨橙汁用户设备编号、榨橙汁用户设备的当前地理位置、消费时间、购买杯数、购买方 式信息、交易标识信息、用户标识信息和用户图像信息中的一种或任意组合；
将所述消费信息传输至网络设备。
进一步地，上述方法中，所述购买方式信息包括：现金、实体会员卡、电子会员卡、第三方支付方式。
进一步地，上述方法中，将所述消费信息传输至网络设备之后，还包括：
从所述网络设备获取根据所述消费信息得到的分析结果；
根据所述分析结果确定榨橙汁用户设备端对应的处理方案。
更进一步地，根据所述分析结果确定榨橙汁用户设备端对应的处理方案，包括以下至少任一项：
当所述网络设备反馈榨橙汁用户设备在其当前地理位置的销量信息的分析结果时，根据所述销量信息调整所述榨橙汁用户设备的地理位置布局，其中，所述销量信息根据所述榨橙汁用户设备编号及所述购买杯数确定；
当所述网络设备反馈用户特征信息的分析结果时，根据所述用户特征信息判定消费群体，其中，所述用户特征信息由所述用户图像信息确定；
当所述网络设备反馈用户活动区域信息的分析结果时，根据所述用户活动区域信息向所述用户推送所述用户活动区域内的商品信息，其中，所述用户活动区域信息根据所述用户的多条消费信息中榨橙汁用户设备的当前地理位置确定；
当所述网络设备反馈用户对橙汁偏爱程度的分析结果时，根据所述用户偏爱程度向所述用户推送关联产品，其中，所述用户偏爱程度根据所述用户的消费信息的数量及每条消费信息中购买的杯数确定；
当所述网络设备反馈用户使用频次最高的购买方式的分析结果时，根据所述用户使用频次最高的购买方式向所述用户推荐使用相同购买方式的其他用户，其中，所述用户使用频次最高的购买方式根据所述用户的多条消费信息及每条消费信息中购买方式信息确定。
根据本申请的另一个方面，提供了一种网络设备端数据分析的方法，该 方法包括：
从榨橙汁用户设备端获取用户每次消费时的消费信息，其中，所述消费信息包括榨橙汁用户设备编号、榨橙汁用户设备的当前地理位置、消费时间、购买杯数、购买方式信息、交易标识信息、用户标识信息和用户图像信息中的一种或任意组合；
对所述消费信息进行分析，得到分析结果；
将所述分析结果反馈至所述榨橙汁用户设备或移动终端设备。
进一步地，所述购买方式信息包括：现金、实体会员卡、电子会员卡、第三方支付方式。
进一步地，对所述消费信息进行分析，得到分析结果，包括：
按照所述榨橙汁用户设备发送的榨橙汁用户设备编号对所有消费信息进行归类，得到每个榨橙汁用户设备对应的多条消费信息的归类结果；
根据所述归类结果中每条消费信息中的购买杯数，得到所述每个榨橙汁用户设备在其当前地理位置的销量信息的分析结果。
进一步地，对所述消费信息进行分析，得到分析结果，包括：
根据所述榨橙汁用户设备发送的用户图像信息，得到用户特征信息的分析结果。
进一步地，对所述消费信息进行分析，得到分析结果，包括：
按照所述榨橙汁用户设备发送的用户标识信息对所有消费信息进行归类，得到每个用户标识信息对应的多条消费信息的归类结果；
根据所述归类结果中的每条消费信息中的榨橙汁用户设备的当前地理位置，得到每个用户标识信息对应的用户活动区域信息的分析结果。
进一步地，对所述消费信息进行分析，得到分析结果，包括：
按照所述榨橙汁用户设备发送的用户标识信息对所有消费信息进行归类，得到每个用户标识信息对应的多条消费信息的归类结果；
根据所述归类结果中消费信息的条数及每条消费信息中的购买的杯数， 得到所述每个用户标识信息对应的用户对橙汁偏爱程度的分析结果。
进一步地，对所述消费信息进行分析，得到分析结果，包括：
按照所述榨橙汁用户设备发送的用户标识信息对所有消费信息进行归类，得到每个用户标识信息对应的多条消费信息的归类结果；
对所述归类结果中每条消费信息中的购买方式信息进行统计，得到用户使用频次最高的购买方式的分析结果。
根据本申请的又一个方面，提供了一种数据采集的榨橙汁用户设备，其中，所述榨橙汁用户设备包括：
采集装置，用于采集用户每次消费时的消费信息，其中，所述消费信息包括榨橙汁用户设备编号、榨橙汁用户设备的当前地理位置、消费时间、购买杯数、购买方式信息、交易标识信息、用户标识信息和用户图像信息中的一种或任意组合；
传输装置，用于将所述消费信息传输至网络设备。
进一步地，所述购买方式信息包括：现金、实体会员卡、电子会员卡、第三方支付方式。
进一步地，所述榨橙汁用户设备还包括：
获取装置，用于从所述网络设备获取根据所述消费信息得到的分析结果；
处理装置，用于根据所述分析结果确定榨橙汁用户设备端对应的处理方案。
更进一步地，所述处理装置用于以下至少任一项：
当所述网络设备反馈榨橙汁用户设备在其当前地理位置的销量信息的分析结果时，根据所述销量信息调整所述榨橙汁用户设备的地理位置布局，其中，所述销量信息根据所述榨橙汁用户设备编号及所述购买杯数确定；
当所述网络设备反馈用户特征信息的分析结果时，根据所述用户特征信息判定消费群体，其中，所述用户特征信息由所述用户图像信息确定；
当所述网络设备反馈用户活动区域信息的分析结果时，根据所述用户活动区域信息向所述用户推送所述用户活动区域内的商品信息，其中，所述用户活动区域信息根据所述用户的多条消费信息中榨橙汁用户设备的当前地理位置确定；
当所述网络设备反馈用户对橙汁偏爱程度的分析结果时，根据所述用户偏爱程度向所述用户推送关联产品，其中，所述用户偏爱程度根据所述用户的消费信息的数量及每条消费信息中购买的杯数确定；
当所述网络设备反馈用户使用频次最高的购买方式的分析结果时，根据所述用户使用频次最高的购买方式向所述用户推荐使用相同购买方式的其他用户，其中，所述用户使用频次最高的购买方式根据所述用户的多条消费信息及每条消费信息中购买方式信息确定。
根据本申请的又一个方面，提供了一种数据分析的网络设备，其中，所述网络设备包括：
接收装置，用于从榨橙汁用户设备端获取用户每次消费时的消费信息，其中，所述消费信息包括榨橙汁用户设备编号、榨橙汁用户设备的当前地理位置、消费时间、购买杯数、购买方式信息、交易标识信息、用户标识信息和用户图像信息中的一种或任意组合；
分析装置，用于对所述消费信息进行分析，得到分析结果；
反馈装置，用于将所述分析结果反馈至所述榨橙汁用户设备或移动终端设备。
进一步地，所述购买方式信息包括：现金、实体会员卡、电子会员卡、第三方支付方式。
进一步地，所述分析装置用于：
按照所述榨橙汁用户设备发送的榨橙汁用户设备编号对所有消费信息进行归类，得到每个榨橙汁用户设备对应的多条消费信息的归类结果；
根据所述归类结果中每条消费信息中的购买杯数，得到所述每个榨橙汁 用户设备在其当前地理位置的销量信息的分析结果。
进一步地，所述分析装置用于：
根据所述榨橙汁用户设备发送的用户图像信息，得到用户特征信息的分析结果。
进一步地，所述分析装置用于：
按照所述榨橙汁用户设备发送的用户标识信息对所有消费信息进行归类，得到每个用户标识信息对应的多条消费信息的归类结果；
根据所述归类结果中的每条消费信息中的榨橙汁用户设备的当前地理位置，得到每个用户标识信息对应的用户活动区域信息的分析结果。
进一步地，所述分析装置用于：
按照所述榨橙汁用户设备发送的用户标识信息对所有消费信息进行归类，得到每个用户标识信息对应的多条消费信息的归类结果；
根据所述归类结果中消费信息的条数及每条消费信息中的购买的杯数，得到所述每个用户标识信息对应的用户对橙汁偏爱程度的分析结果。
进一步地，所述分析装置用于：
按照所述榨橙汁用户设备发送的用户标识信息对所有消费信息进行归类，得到每个用户标识信息对应的多条消费信息的归类结果；
对所述归类结果中每条消费信息中的购买方式信息进行统计，得到用户使用频次最高的购买方式的分析结果。
与现有技术相比，本申请通过在榨橙汁用户设备端采集用户每次消费时的消费信息，其中，所述消费信息包括榨橙汁用户设备编号、榨橙汁用户设备的当前地理位置、消费时间、购买杯数、购买方式信息、交易标识信息、用户标识信息和用户图像信息中的一种或任意组合；接着，将所述消费信息传输至网络设备，使得榨橙汁用户设备不再是独立存在运行，弥补了在榨橙汁用户设备端采集用户的相关消费信息的空缺，为后续网络设备对消费信息的分析提供大量数据来源。进一步地，网络设备接收用户每次消费时的消费 信息，对消费信息进行分析，得到相应的分析结果，随后，将所得到的分析结果反馈至所述榨橙汁用户设备或移动终端设备，以便运营管理人员或用户根据榨橙汁用户设备或移动终端设备的反馈信息进行对应的处理方案，为用户提供更便利、更高质量的服务。
附图说明
通过阅读参照以下附图所作的对非限制性实施例所作的详细描述，本申请的其它特征、目的和优点将会变得更明显：
图1示出根据本申请一个方面的一种榨橙汁用户设备端数据采集的方法的流程示意图；
图2示出根据本申请另一个方面的一种网络设备端数据分析的方法的流程示意图；
图3示出根据本申请又一个方面的一种数据采集的榨橙汁用户设备的结构示意图；
图4示出根据本申请又一个方面的一种数据分析的网络设备的结构示意图。
附图中相同或相似的附图标记代表相同或相似的部件。
具体实施方式
下面结合附图对本申请作进一步详细描述。
在本申请一个典型的配置中，终端、服务网络的设备和可信方均包括一个或多个处理器(CPU)、输入/输出接口、网络接口和内存。
内存可能包括计算机可读介质中的非永久性存储器，随机存取存储器(RAM)和/或非易失性内存等形式，如只读存储器(ROM)或闪存(flash RAM)。内存是计算机可读介质的示例。
计算机可读介质包括永久性和非永久性、可移动和非可移动媒体可以 由任何方法或技术来实现信息存储。信息可以是计算机可读指令、数据结构、程序的模块或其他数据。计算机的存储介质的例子包括，但不限于相变内存(PRAM)、静态随机存取存储器(SRAM)、动态随机存取存储器(DRAM)、其他类型的随机存取存储器(RAM)、只读存储器(ROM)、电可擦除可编程只读存储器(EEPROM)、快闪记忆体或其他内存技术、只读光盘只读存储器(CD-ROM)、数字多功能光盘(DVD)或其他光学存储、磁盒式磁带，磁带磁盘存储或其他磁性存储设备或任何其他非传输介质，可用于存储可以被计算设备访问的信息。按照本文中的界定，计算机可读介质不包括非暂存电脑可读媒体(transitory media)，如调制的数据信号和载波。
图1示出根据本申请一个方面的一种榨橙汁用户设备端数据采集的方法的流程示意图；所述方法包括步骤S11和步骤S12，其中，在步骤S11中，采集用户每次消费时的消费信息，其中，所述消费信息包括榨橙汁用户设备编号、榨橙汁用户设备的当前地理位置、消费时间、购买杯数、购买方式信息、交易标识信息、用户标识信息和用户图像信息中的一种或任意组合；在步骤S12中，将所述消费信息传输至网络设备。用户在榨橙汁用户设备上购买橙汁时，榨橙汁用户设备会产生一条消费记录，并将该消费记录通过网络传输给网络设备以进行数据的统计分析，使得榨橙汁用户设备不再是独立存在运行，弥补了在榨橙汁用户设备端采集用户的相关消费信息的空缺，为后续网络设备对消费记录的分析提供大量数据来源。
具体地，在步骤S11中，采集用户每次消费时的消费信息，其中，所述消费信息包括榨橙汁用户设备编号、榨橙汁用户设备的当前地理位置、消费时间、购买杯数、购买方式信息、交易标识信息、用户标识信息和用户图像信息中的一种或任意组合；在一实施例中，当用户在某台榨橙汁用户设备上购买橙汁时，榨橙汁用户设备上都会产生一条消费记录即消费信息，此消费记录包括用户本次消费所在机器编号及该机器的当前地理位置、用户本次消 费时间、本次购买的杯数、本次用户使用的购买方式、本次交易标识(如订单号)、用户标识、通过前置摄像头采集的用户图像信息。例如，用户在编号为M的榨汁设备上进行购买橙汁，使用支付宝账户作为用户标识，以区分不同用户，则产生的消费记录为支付宝账户为Z的用户在地理位置为d处编号为M的榨汁设备上购买了m杯橙汁，消费时间为n分钟，开始消费时的当前时间为xxx:xx:x，交易订单号为s，并通过前置摄像头拍摄该用户的图像信息。在此，榨橙汁用户设备的当前地理位置可用经纬度表示，上述榨橙汁用户设备上产生的一条消费记录的内容仅为本申请的举例，也可包括上述榨橙汁用户设备编号、榨橙汁用户设备的当前地理位置、消费时的当前时间、消费所用的时间、购买杯数、购买方式信息、交易标识信息、用户标识信息和用户图像信息中的一种或任意组合，如若采用用户电子账户或第三方支付方式的账户作为用户标识时，在用户的购买方式中如果一直选择现金支付，则消费信息中可不包括用户标识信息。
具体地，在步骤S12中，将所述消费信息传输至网络设备。在此，每个榨橙汁用户设备将所采集的每个用户每次消费时产生的消费信息通过网络传输至网络设备，为网络设备对榨橙汁用户设备端进行用户消费信息的分析提供数据来源。
优选地，所述购买方式信息包括：现金、实体会员卡、电子会员卡、第三方支付方式。在此，用户在榨橙汁用户设备上进行购买橙汁时，在设备的显示界面上可灵活选择购买方式，如选择现金支付则进行投币，若用户有会员卡，则选择实体会员卡或是电子会员卡进行消费，也可以通过第三方支付方式如支付宝、微信、QQ进行支付。提供多种购买方式的选择通道，方便用户自主的灵活选择自己喜欢的方式进行消费，提高了用户体验，且通过对购买方式信息的采集可对榨橙汁设备进行进一步地优化，如选择第三方支付方式进行消费的比较多，则可对榨橙汁设备上的用户控制界面中的第三方支付方式的榨汁流程进行优化，可进行提高购买橙汁速度，或可以增强用户的个 人信息的安全保障。另外，也可根据采集的购买方式信息为用户推荐使用同一支付方式的共同爱好者，以进行用户间的互动。
优选地，上述方法中，将所述消费信息传输至网络设备之后，还包括：步骤S13，从所述网络设备获取根据所述消费信息得到的分析结果；步骤S14，根据所述分析结果确定榨橙汁用户设备端对应的处理方案。在此，榨橙汁用户设备将所采集的消费信息传输至网络设备，通过网络设备的数据分析得到分析结果，可根据反馈的分析结果对榨橙汁用户设备进行优化或为用户提供相关服务。
更优选地，根据所述分析结果确定榨橙汁用户设备端对应的处理方案，包括以下至少任一项：当所述网络设备反馈榨橙汁用户设备在其当前地理位置的销量信息的分析结果时，根据所述销量信息调整所述榨橙汁用户设备的地理位置布局，其中，所述销量信息根据所述榨橙汁用户设备编号及所述购买杯数确定；当所述网络设备反馈用户特征信息的分析结果时，根据所述用户特征信息判定消费群体，其中，所述用户特征信息由所述用户图像信息确定；当所述网络设备反馈用户活动区域信息的分析结果时，根据所述用户活动区域信息向所述用户推送所述用户活动区域内的商品信息，其中，所述用户活动区域信息根据所述用户的多条消费信息中榨橙汁用户设备的当前地理位置确定；当所述网络设备反馈用户对橙汁偏爱程度的分析结果时，根据所述用户偏爱程度向所述用户推送关联产品，其中，所述用户偏爱程度根据所述用户的消费信息的数量及每条消费信息中购买的杯数确定；当所述网络设备反馈用户使用频次最高的购买方式的分析结果时，根据所述用户使用频次最高的购买方式向所述用户推荐使用相同购买方式的其他用户，其中，所述用户使用频次最高的购买方式根据所述用户的多条消费信息及每条消费信息中购买方式信息确定。
在此，从网络设备中获取到每个榨橙汁用户设备在当前地理位置的销量情况，根据销量情况人工进行调整榨橙汁用户设备的位置布局，例如，从网 络设备中获取到有的地理位置处的榨橙汁用户设备的销量较少，有的地理位置处的榨橙汁用户设备的销量较大，则进行重新布局相关地理位置处的榨橙汁用户设备。在一具体实施例中，获取到在地理位置为d1处的榨橙汁用户设备的销量为m1，m1较大且该处d1位置的榨橙汁用户设备中橙子的补充间隔较短，则可在该处d1位置或附近周围再增加一个或多个榨橙汁用户设备，满足用户购买需求。当从网络设备中获取到用户特征信息的分析结果时，如获取消费用户的年龄和性别，可根据消费用户的年龄和性别推断出购买这种榨橙汁用户设备所提供的榨汁的消费群体；例如，从网络设备中获取到消费用户在15-25岁的年龄段间的人数最多，其中，女性占的比例高于男性，则推断出榨橙汁用户设备的产品提供的橙汁的主要消费群体为15-25岁年龄段的女性，另外，也可根据这一消费群体特征进行榨橙汁用户设备上用户控制界面中的优化，如界面上的广告信息多为女性喜欢或偏爱选择消费的一些广告信息，使得满足该消费群体的需求；在一优选实施例中，根据确定的消费群体这一信息对榨橙汁用户设备内的原材料进行改进，如改进杯子、杯盖的设计，使得更符合该消费群体的理念和喜爱，为该消费群体提供更便利、更高质量的服务。当从网络设备中得到的是用户活动区域信息的分析结果时，其中，用户活动区域信息为用户的活动范围和轨迹，根据用户活动区域信息向所述用户推送用户活动区域内的商品信息，如推送用户活动范围内的优惠商家和商品打折情况，为用户提供更加便利的服务，提高用户体验，需要说明的是，可根据移动客户端设备对用户进行定位，再根据地理位置的设备，将设备上的活动推送到相应的客户端设备上。当从网络设备中得到用户对橙汁偏爱程度的分析结果时，如将用户对橙汁偏爱程度分为3级：一般、喜欢、非常喜欢，根据用户偏爱程度向相关用户推送关联产品，如对于偏爱程度为一般、喜欢、非常喜欢的用户分别推送不同的可能用户会喜欢的关联产品。当从网络设备中获取到用户使用频次最高的购买方式的分析结果时，如用户标识为m的用户使用第三方支付方式中的微信购买橙汁次数较多，则可向该 用户推荐共同爱好用户，进行用户间的互动。需要说明的是，上述几种网络设备的分析结果可反馈至榨橙汁用户设备，在榨橙汁用户设备上确定对应的处理方案，如榨橙汁用户设备接收网络设备反馈的用户特征信息，根据以此推断出的消费群体在榨橙汁用户设备上的用户控制界面上进行推荐一些该消费群体可能偏爱的商品信息或改善用户控制界面中的颜色、图形等风格，使得消费群体更加喜爱，其中，用户控制界面是用户与榨橙汁用户设备进行人机交互时的界面，在用户控制界面上进行点击选择操作等，如选择购买方式，选择购买杯数等。上述几种网络设备的分析结果还可反馈至移动终端设备，如移动终端设备接收网络设备反馈的用户活动区域信息的分析结果，用户在移动终端设备上可进行查阅自己活动区域范围内的优惠商家和商品打折情况。当然，榨橙汁用户设备接收网络设备反馈的用户特征信息的分析结果仅为举例，也可接收网络设备反馈的用户活动区域信息的分析结果，在用户控制界面上进行推送用户活动范围内的优惠商家和商品打折情况。综上所述，榨橙汁用户设备或移动终端设备均可接收网络设备反馈的上述分析结果中的一种或多种分析结果，并根据所获得的分析结果确定对应的处理方案。
图2示出根据本申请另一个方面的一种网络设备端数据分析的方法的流程示意图；所述方法包括：步骤S21、步骤S22和步骤S23，其中，在步骤S21中，从榨橙汁用户设备端获取用户每次消费时的消费信息，其中，所述消费信息包括榨橙汁用户设备编号、榨橙汁用户设备的当前地理位置、消费时间、购买杯数、购买方式信息、交易标识信息、用户标识信息和用户图像信息中的一种或任意组合；在此，榨橙汁用户设备端的数据采集为网络设备提供了分析数据来源，网络设备根据接收的用户每次消费时的消费信息在步骤S22中对消费信息进行分析，得到相应的分析结果，接着进行步骤S23，将所得到的分析结果反馈至所述榨橙汁用户设备或移动终端设备，以便运营管理人员或用户根据榨橙汁用户设备或移动终端设备的反馈信息进行对应的处理方案。例如，榨橙汁用户设备接收网络设备反馈的用户特征信息，根据 以此推断出的消费群体在榨橙汁用户设备上的用户控制界面上进行推荐一些该消费群体可能偏爱的商品信息或改善用户控制界面中的颜色、图形等风格，使得消费群体更加喜爱，其中，用户控制界面是用户与榨橙汁用户设备进行人机交互时的界面，在用户控制界面上进行点击选择操作等，如选择购买方式，选择购买杯数等。再如，移动终端设备接收网络设备反馈的用户活动区域信息的分析结果，用户在移动终端设备上可进行查阅自己活动区域范围内的优惠商家和商品打折情况。
优选地，所述购买方式信息包括：现金、实体会员卡、电子会员卡、第三方支付方式。在此，接收的榨橙汁用户设备所发送的消费信息中的购买方式包括多种购买方式，如可获取到用户是否采用现金购买橙汁，或使用会员卡中的实体会员卡还是电子会员卡进行购买，或第三方支付方式，如支付宝、微信、QQ支付等通过第三方应用进行的支付方式。通过获取的购买方式信息可分析出每个用户标识信息对应的偏爱购买方式以及根据所有用户的购买方式得到最常用的购买方式，在榨橙汁用户设备上的用户控制界面上对最常用的购买方式的购买流程进行优化，提高用户体验。
优选地，在步骤S22中，对所述消费信息进行分析，得到分析结果，包括：按照所述榨橙汁用户设备发送的榨橙汁用户设备编号对所有消费信息进行归类，得到每个榨橙汁用户设备对应的多条消费信息的归类结果；根据所述归类结果中每条消费信息中的购买杯数，得到所述每个榨橙汁用户设备在其当前地理位置的销量信息的分析结果。在此，对接收的所有的消费信息按照榨橙汁用户设备编号进行归类统计，得到每个榨橙汁用户设备编号对应的多条消费信息，接着，将对应的多条消费信息中的每条消费信息进行分析，得到每个榨橙汁用户设备编号对应的销量信息，需要注意的是，将对应的多条消费信息中的每条消费信息进行分析时按照每个榨橙汁用户设备所在其当前地理位置进行统计每条消费信息中的购买杯数，以此确定每个榨橙汁用户设备在其当前地理位置的销量信息的分析结果。例如，榨橙汁用户设备编号 为n1的机器的消费信息为m1条，其中，有m2条(m2≤m1)是在地理位置为d1处的消费记录，有(m1-m2)条是在地理位置为d2处的消费记录，则对地理位置d1处所对应的m1条消费记录进行分析，统计每条消费记录中的购买杯数，得到榨橙汁用户设备编号为n1的机器在地理位置为d1处的销量信息的分析结果。
优选地，在步骤S22中，对所述消费信息进行分析，得到分析结果，包括：根据所述榨橙汁用户设备发送的用户图像信息，得到用户特征信息的分析结果。在此，根据摄像头采集到的用户图像信息，利用图像处理技术可以分析出用户特征信息，如包括用户年龄和性别的用户特征信息，以此推断出购买橙汁的消费群体，进而榨橙汁用户设备或移动终端设备根据用户图像信息推断的消费群体进行相应的处理，如在榨橙汁用户设备上的用户控制界面上推送一些该消费群体喜爱的广告或关联商品信息；再如，运营管理人员根据移动终端设备所接收的该分析结果对榨橙汁用户设备或设备内的原材料进行优化，使得满足该消费群体的需求，如改进榨橙汁用户设备内用于装榨汁的原材料，改进杯子、杯盖的设计，使得相关原材料更符合该消费群体的理念和喜爱，为该消费群体提供更便利、更高质量的服务。
优选地，在步骤S22中，对所述消费信息进行分析，得到分析结果，包括：按照所述榨橙汁用户设备发送的用户标识信息对所有消费信息进行归类，得到每个用户标识信息对应的多条消费信息的归类结果；根据所述归类结果中的每条消费信息中的榨橙汁用户设备的当前地理位置，得到每个用户标识信息对应的用户活动区域信息的分析结果。在此，对接收的所有的消费信息按照用户标识信息进行归类统计，得到每个用户标识信息对应的多条消费信息，接着，将对应的多条消费信息中的每条消费信息中的榨橙汁用户设备的当前地理位置进行分析，得到每个用户标识信息对应的用户活动区域信息的分析结果，其中，用户活动区域信息包括用户的活动范围和轨迹。在一具体实施例中，根据用户标识信息确定用户标识为w的消费信息为n1条，分析 n1条消费信息中的用户进行消费时的榨橙汁用户设备的当前地理位置，得到多个地理位置：d1，d2，……dn，根据该n个地理位置确定用户标识为w的用户的活动范围和轨迹，将该确定的用户标识为w的用户的活动范围和轨迹这一分析结果反馈至榨橙汁用户设备或移动终端设备。
优选地，在步骤S22中，对所述消费信息进行分析，得到分析结果，包括：按照所述榨橙汁用户设备发送的用户标识信息对所有消费信息进行归类，得到每个用户标识信息对应的多条消费信息的归类结果；根据所述归类结果中消费信息的条数及每条消费信息中的购买的杯数，得到所述每个用户标识信息对应的用户对橙汁偏爱程度的分析结果。在此，对接收的所有的消费信息按照用户标识信息进行归类统计，得到每个用户标识信息对应的多条消费信息，例如，根据用户标识信息确定用户标识为w2的消费信息进行归类，得到对应的n2条消费信息，因用户每次进行消费时都产生一条消费信息，则产生n2条消费信息可认为用户进行了n2次购买行为，即购买次数为n2；接着，对每条消费信息中的用户所购买的杯数进行分析，得到每个用户标识信息对应的用户对橙汁偏爱程度，其中，用户对橙汁偏爱程度可用：一般、喜欢和非常喜欢这三个级别进行区分，按照预设的划分规则确定用户对橙汁偏爱程度所在的级别，如按照用户购买次数大于某一购买阈值t1且购买的杯数的总量大于杯数阈值r1时，确定该用户对橙汁偏爱程度为非常喜欢这一级别，当用户购买次数小于某一购买阈值t2时，可认为该用户对橙汁偏爱程度为一般这一级别。需要说明的是，用户对橙汁偏爱程度用上述三个级别进行区分仅为举例，其他现有的或今后可能出现的用户对橙汁偏爱程度的表示如可适用于本申请，也应包含在本申请保护范围以内，并在此以引用方式包含于此。如上述中用户购买次数小于某一购买阈值t2时，可认为该用户对橙汁偏爱程度为一般这一级别的划分规则仅为举例，其他现有的或今后可能出现的用户对橙汁偏爱程度的划分规则如可适用于本申请，也应包含在本申请保护范围以内，并在此以引用方式包含于此。
优选地，在步骤S22中，对所述消费信息进行分析，得到分析结果，包括：按照所述榨橙汁用户设备发送的用户标识信息对所有消费信息进行归类，得到每个用户标识信息对应的多条消费信息的归类结果；对所述归类结果中每条消费信息中的购买方式信息进行统计，得到用户使用频次最高的购买方式的分析结果。在一具体实施例中，根据用户标识信息确定用户标识为w3的消费信息进行归类，得到对应的n3条消费信息，将该n3条消费信息中的购买方式信息进行统计，得到使用现金支付所产生的消费信息为a1条，使用第三方支付方式中的微信进行购买橙汁时所产生的消费信息为a2条，使用第三方支付方式中的支付宝进行购买橙汁时所产生的消费信息为a3条，其中a1+a2+a3＝n3，通过比较得到a2>a3>a1，则可认为该用户使用频次最高的购买方式为微信支付，将该用户使用频次最高的购买方式为微信支付的分析结果反馈至移动终端设备，可向该用户的微信账号推荐同样偏爱使用微信支付的其他用户，以进行用户间的互动。需要说明的是，对所述归类结果中每条消费信息中的购买方式信息进行统计，得到用户使用频次最高的购买方式的分析结果的同时也会得到该用户对应的其他购买方式的信息的分析结果，不仅可以向榨橙汁用户设备或移动终端设备反馈用户使用频次最高的购买方式的分析结果，也可以反馈其他相关的购买方式的分析结果。
综上所述，通过在榨橙汁用户设备端的数据采集，采集用户每次消费时的消费信息；并将所采集的消费信息传输至网络设备，使得榨橙汁用户设备不再是独立存在运行，弥补了在榨橙汁用户设备端采集用户的相关消费信息的空缺，为后续网络设备对消费信息的分析提供大量数据来源。网络设备接收用户每次消费时的消费信息，对消费信息进行分析，得到相应的分析结果，随后，将所得到的分析结果反馈至所述榨橙汁用户设备或移动终端设备，以便运营管理人员或用户根据榨橙汁用户设备或移动终端设备的反馈信息进行对应的处理方案，为用户提供更便利、更高质量的服务。
图3示出根据本申请又一个方面的一种数据采集的榨橙汁用户设备的 结构示意图；所述榨橙汁用户设备包括采集装置11和传输装置12，其中，采集装置11采集用户每次消费时的消费信息，其中，所述消费信息包括榨橙汁用户设备编号、榨橙汁用户设备的当前地理位置、消费时间、购买杯数、购买方式信息、交易标识信息、用户标识信息和用户图像信息中的一种或任意组合；传输装置12将所述消费信息传输至网络设备。用户在榨橙汁用户设备上购买橙汁时，榨橙汁用户设备会产生一条消费记录，并将该消费记录通过网络传输给网络设备以进行数据的统计分析，使得榨橙汁用户设备不再是独立存在运行，弥补了在榨橙汁用户设备端采集用户的相关消费信息的空缺，为后续网络设备对消费记录的分析提供大量数据来源。
具体地，采集装置11用于采集用户每次消费时的消费信息，其中，所述消费信息包括榨橙汁用户设备编号、榨橙汁用户设备的当前地理位置、消费时间、购买杯数、购买方式信息、交易标识信息、用户标识信息和用户图像信息中的一种或任意组合；在一实施例中，当用户在某台榨橙汁用户设备上购买橙汁时，榨橙汁用户设备上都会产生一条消费记录即消费信息，此消费记录包括用户本次消费所在机器编号及该机器的当前地理位置、用户本次消费时间、本次购买的杯数、本次用户使用的购买方式、本次交易标识(如订单号)、用户标识、通过前置摄像头采集的用户图像信息。例如，用户在编号为M的榨汁设备上进行购买橙汁，使用支付宝账户作为用户标识，以区分不同用户，则产生的消费记录为支付宝账户为Z的用户在地理位置为d处编号为M的榨汁设备上购买了m杯橙汁，消费时间为n分钟，开始消费时的当前时间为xxx:xx:x，交易订单号为s，并通过前置摄像头拍摄该用户的图像信息。在此，榨橙汁用户设备的当前地理位置可用经纬度表示，上述榨橙汁用户设备上产生的一条消费记录的内容仅为本申请的举例，也可包括上述榨橙汁用户设备编号、榨橙汁用户设备的当前地理位置、消费时的当前时间、消费所用的时间、购买杯数、购买方式信息、交易标识信息、用户标识信息和用户图像信息中的一种或任意组合，如若采用用户电子账户或第三方支付方 式的账户作为用户标识时，在用户的购买方式中如果一直选择现金支付，则消费信息中可不包括用户标识信息。
具体地，传输装置12用于将所述消费信息传输至网络设备。在此，每个榨橙汁用户设备将所采集的每个用户每次消费时产生的消费信息通过网络传输至网络设备，为网络设备对榨橙汁用户设备端进行用户消费信息的分析提供数据来源。
优选地，所述购买方式信息包括：现金、实体会员卡、电子会员卡、第三方支付方式。在此，用户在榨橙汁用户设备上进行购买橙汁时，在设备的显示界面上可灵活选择购买方式，如选择现金支付则进行投币，若用户有会员卡，则选择实体会员卡或是电子会员卡进行消费，也可以通过第三方支付方式如支付宝、微信、QQ进行支付。提供多种购买方式的选择通道，方便用户自主的灵活选择自己喜欢的方式进行消费，提高了用户体验，且通过对购买方式信息的采集可对榨橙汁设备进行进一步地优化，如选择第三方支付方式进行消费的比较多，则可对榨橙汁设备上的用户控制界面中的第三方支付方式的榨汁流程进行优化，可进行提高购买橙汁速度，或可以增强用户的个人信息的安全保障。另外，也可根据采集的购买方式信息为用户推荐使用同一支付方式的共同爱好者，以进行用户间的互动。
优选地，所述榨橙汁用户设备还包括：获取装置13，用于从所述网络设备获取根据所述消费信息得到的分析结果；处理装置14，用于根据所述分析结果确定榨橙汁用户设备端对应的处理方案。在此，榨橙汁用户设备将所采集的消费信息传输至网络设备，通过网络设备的数据分析得到分析结果，可根据反馈的分析结果对榨橙汁用户设备进行优化或为用户提供相关服务。
更优选地，处理装置14用于以下至少任一项：当所述网络设备反馈榨橙汁用户设备在其当前地理位置的销量信息的分析结果时，根据所述销量信息调整所述榨橙汁用户设备的地理位置布局，其中，所述销量信息根据所述 榨橙汁用户设备编号及所述购买杯数确定；当所述网络设备反馈用户特征信息的分析结果时，根据所述用户特征信息判定消费群体，其中，所述用户特征信息由所述用户图像信息确定；当所述网络设备反馈用户活动区域信息的分析结果时，根据所述用户活动区域信息向所述用户推送所述用户活动区域内的商品信息，其中，所述用户活动区域信息根据所述用户的多条消费信息中榨橙汁用户设备的当前地理位置确定；当所述网络设备反馈用户对橙汁偏爱程度的分析结果时，根据所述用户偏爱程度向所述用户推送关联产品，其中，所述用户偏爱程度根据所述用户的消费信息的数量及每条消费信息中购买的杯数确定；当所述网络设备反馈用户使用频次最高的购买方式的分析结果时，根据所述用户使用频次最高的购买方式向所述用户推荐使用相同购买方式的其他用户，其中，所述用户使用频次最高的购买方式根据所述用户的多条消费信息及每条消费信息中购买方式信息确定。
在此，从网络设备中获取到每个榨橙汁用户设备在当前地理位置的销量情况，根据销量情况人工进行调整榨橙汁用户设备的位置布局，例如，从网络设备中获取到有的地理位置处的榨橙汁用户设备的销量较少，有的地理位置处的榨橙汁用户设备的销量较大，则进行重新布局相关地理位置处的榨橙汁用户设备。在一具体实施例中，获取到在地理位置为d1处的榨橙汁用户设备的销量为m1，m1较大且该处d1位置的榨橙汁用户设备中橙子的补充间隔较短，则可在该处d1位置或附近周围再增加一个或多个榨橙汁用户设备，满足用户购买需求。当从网络设备中获取到用户特征信息的分析结果时，如获取消费用户的年龄和性别，可根据消费用户的年龄和性别推断出购买这种榨橙汁用户设备所提供的榨汁的消费群体；例如，从网络设备中获取到消费用户在15-25岁的年龄段间的人数最多，其中，女性占的比例高于男性，则推断出榨橙汁用户设备的产品提供的橙汁的主要消费群体为15-25岁年龄段的女性，另外，也可根据这一消费群体特征进行榨橙汁用户设备上用户控制界面中的优化，如界面上的广告信息多为女性喜欢或偏爱选择消费的一些广 告信息，使得满足该消费群体的需求；在一优选实施例中，根据确定的消费群体这一信息对榨橙汁用户设备内的原材料进行改进，如改进杯子、杯盖的设计，使得更符合该消费群体的理念和喜爱，为该消费群体提供更便利、更高质量的服务。当从网络设备中得到的是用户活动区域信息的分析结果时，其中，用户活动区域信息为用户的活动范围和轨迹，根据用户活动区域信息向所述用户推送用户活动区域内的商品信息，如推送用户活动范围内的优惠商家和商品打折情况，为用户提供更加便利的服务，提高用户体验，在此，可根据移动客户端设备对用户进行定位，再根据地理位置的设备，将设备上的活动推送到相应的客户端设备上。当从网络设备中得到用户对橙汁偏爱程度的分析结果时，如将用户对橙汁偏爱程度分为3级：一般、喜欢、非常喜欢，根据用户偏爱程度向相关用户推送关联产品，如对于偏爱程度为一般、喜欢、非常喜欢的用户分别推送不同的可能用户会喜欢的关联产品。当从网络设备中获取到用户使用频次最高的购买方式的分析结果时，如用户标识为m的用户使用第三方支付方式中的微信购买橙汁次数较多，则可向该用户推荐共同爱好用户，进行用户间的互动。需要说明的是，上述几种网络设备的分析结果可反馈至榨橙汁用户设备，在榨橙汁用户设备上确定对应的处理方案，如榨橙汁用户设备接收网络设备反馈的用户特征信息，根据以此推断出的消费群体在榨橙汁用户设备上的用户控制界面上进行推荐一些该消费群体可能偏爱的商品信息或改善用户控制界面中的颜色、图形等风格，使得消费群体更加喜爱，其中，用户控制界面是用户与榨橙汁用户设备进行人机交互时的界面，在用户控制界面上进行点击选择操作等，如选择购买方式，选择购买杯数等。上述几种网络设备的分析结果还可反馈至移动终端设备，如移动终端设备接收网络设备反馈的用户活动区域信息的分析结果，用户在移动终端设备上可进行查阅自己活动区域范围内的优惠商家和商品打折情况。当然，榨橙汁用户设备接收网络设备反馈的用户特征信息的分析结果仅为举例，也可接收网络设备反馈的用户活动区域信息的分析结果，在用户控制界面上 进行推送用户活动范围内的优惠商家和商品打折情况。综上所述，榨橙汁用户设备或移动终端设备均可接收网络设备反馈的上述分析结果中的一种或多种分析结果，并根据所获得的分析结果确定对应的处理方案。
图4示出根据本申请又一个方面的一种数据分析的网络设备的结构示意图；所述网络设备包括：接收装置21、分析装置22和反馈装置23，其中，接收装置21从榨橙汁用户设备端获取用户每次消费时的消费信息，其中，所述消费信息包括榨橙汁用户设备编号、榨橙汁用户设备的当前地理位置、消费时间、购买杯数、购买方式信息、交易标识信息、用户标识信息和用户图像信息中的一种或任意组合；在此，榨橙汁用户设备端的数据采集为网络设备提供了分析数据来源，网络设备根据接收的用户每次消费时的消费信息用分析装置22对消费信息进行分析，得到相应的分析结果，接着用反馈装置23将所得到的分析结果反馈至所述榨橙汁用户设备或移动终端设备，以便运营管理人员或用户根据榨橙汁用户设备或移动终端设备的反馈信息进行对应的处理方案。例如，榨橙汁用户设备接收网络设备反馈的用户特征信息，根据以此推断出的消费群体在榨橙汁用户设备上的用户控制界面上进行推荐一些该消费群体可能偏爱的商品信息或改善用户控制界面中的颜色、图形等风格，使得消费群体更加喜爱，其中，用户控制界面是用户与榨橙汁用户设备进行人机交互时的界面，在用户控制界面上进行点击选择操作等，如选择购买方式，选择购买杯数等。再如，移动终端设备接收网络设备反馈的用户活动区域信息的分析结果，用户在移动终端设备上可进行查阅自己活动区域范围内的优惠商家和商品打折情况。
优选地，所述购买方式信息包括：现金、实体会员卡、电子会员卡、第三方支付方式。在此，接收的榨橙汁用户设备所发送的消费信息中的购买方式包括多种购买方式，如可获取到用户是否采用现金购买橙汁，或使用会员卡中的实体会员卡还是电子会员卡进行购买，或第三方支付方式，如支付宝、微信、QQ支付等通过第三方应用进行的支付方式。通过获取的购买方式信息 可分析出每个用户标识信息对应的偏爱购买方式以及根据所有用户的购买方式得到最常用的购买方式，在榨橙汁用户设备上的用户控制界面上对最常用的购买方式的购买流程进行优化，提高用户体验。
优选地，分析装置22用于：按照所述榨橙汁用户设备发送的榨橙汁用户设备编号对所有消费信息进行归类，得到每个榨橙汁用户设备对应的多条消费信息的归类结果；根据所述归类结果中每条消费信息中的购买杯数，得到所述每个榨橙汁用户设备在其当前地理位置的销量信息的分析结果。在此，对接收的所有的消费信息按照榨橙汁用户设备编号进行归类统计，得到每个榨橙汁用户设备编号对应的多条消费信息，接着，将对应的多条消费信息中的每条消费信息进行分析，得到每个榨橙汁用户设备编号对应的销量信息，需要注意的是，将对应的多条消费信息中的每条消费信息进行分析时按照每个榨橙汁用户设备所在其当前地理位置进行统计每条消费信息中的购买杯数，以此确定每个榨橙汁用户设备在其当前地理位置的销量信息的分析结果。例如，榨橙汁用户设备编号为n1的机器的消费信息为m1条，其中，有m2条(m2≤m1)是在地理位置为d1处的消费记录，有(m1-m2)条是在地理位置为d2处的消费记录，则对地理位置d1处所对应的m1条消费记录进行分析，统计每条消费记录中的购买杯数，得到榨橙汁用户设备编号为n1的机器在地理位置为d1处的销量信息的分析结果。
优选地，分析装置22用于：根据所述榨橙汁用户设备发送的用户图像信息，得到用户特征信息的分析结果。在此，根据摄像头采集到的用户图像信息，利用图像处理技术可以分析出用户特征信息，如包括用户年龄和性别的用户特征信息，以此推断出购买橙汁的消费群体，进而榨橙汁用户设备或移动终端设备根据用户图像信息推断的消费群体进行相应的处理，如在榨橙汁用户设备上的用户控制界面上推送一些该消费群体喜爱的广告或关联商品信息；再如，运营管理人员根据移动终端设备所接收的该分析结果对榨橙汁用户设备或设备内的原材料进行优化，使得满足该消费群体的需求，如改进榨 橙汁用户设备内用于装榨汁的原材料，改进杯子、杯盖的设计，使得相关原材料更符合该消费群体的理念和喜爱，为该消费群体提供更便利、更高质量的服务。
优选地，分析装置22用于，按照所述榨橙汁用户设备发送的用户标识信息对所有消费信息进行归类，得到每个用户标识信息对应的多条消费信息的归类结果；根据所述归类结果中的每条消费信息中的榨橙汁用户设备的当前地理位置，得到每个用户标识信息对应的用户活动区域信息的分析结果。在此，对接收的所有的消费信息按照用户标识信息进行归类统计，得到每个用户标识信息对应的多条消费信息，接着，将对应的多条消费信息中的每条消费信息中的榨橙汁用户设备的当前地理位置进行分析，得到每个用户标识信息对应的用户活动区域信息的分析结果，其中，用户活动区域信息包括用户的活动范围和轨迹。在一具体实施例中，根据用户标识信息确定用户标识为w的消费信息为n1条，分析n1条消费信息中的用户进行消费时的榨橙汁用户设备的当前地理位置，得到多个地理位置：d1，d2，……dn，根据该n个地理位置确定用户标识为w的用户的活动范围和轨迹，将该确定的用户标识为w的用户的活动范围和轨迹这一分析结果反馈至榨橙汁用户设备或移动终端设备。
优选地，分析装置22用于，按照所述榨橙汁用户设备发送的用户标识信息对所有消费信息进行归类，得到每个用户标识信息对应的多条消费信息的归类结果；根据所述归类结果中消费信息的条数及每条消费信息中的购买的杯数，得到所述每个用户标识信息对应的用户对橙汁偏爱程度的分析结果。在此，对接收的所有的消费信息按照用户标识信息进行归类统计，得到每个用户标识信息对应的多条消费信息，例如，根据用户标识信息确定用户标识为w2的消费信息进行归类，得到对应的n2条消费信息，因用户每次进行消费时都产生一条消费信息，则产生n2条消费信息可认为用户进行了n2次购买行为，即购买次数为n2；接着，对每条消费信息中的用户所购买的杯数进 行分析，得到每个用户标识信息对应的用户对橙汁偏爱程度，其中，用户对橙汁偏爱程度可用：一般、喜欢和非常喜欢这三个级别进行区分，按照预设的划分规则确定用户对橙汁偏爱程度所在的级别，如按照用户购买次数大于某一购买阈值t1且购买的杯数的总量大于杯数阈值r1时，确定该用户对橙汁偏爱程度为非常喜欢这一级别，当用户购买次数小于某一购买阈值t2时，可认为该用户对橙汁偏爱程度为一般这一级别。需要说明的是，用户对橙汁偏爱程度用上述三个级别进行区分仅为举例，其他现有的或今后可能出现的用户对橙汁偏爱程度的表示如可适用于本申请，也应包含在本申请保护范围以内，并在此以引用方式包含于此。如上述中用户购买次数小于某一购买阈值t2时，可认为该用户对橙汁偏爱程度为一般这一级别的划分规则仅为举例，其他现有的或今后可能出现的用户对橙汁偏爱程度的划分规则如可适用于本申请，也应包含在本申请保护范围以内，并在此以引用方式包含于此。
优选地，分析装置22用于，按照所述榨橙汁用户设备发送的用户标识信息对所有消费信息进行归类，得到每个用户标识信息对应的多条消费信息的归类结果；对所述归类结果中每条消费信息中的购买方式信息进行统计，得到用户使用频次最高的购买方式的分析结果。在一具体实施例中，根据用户标识信息确定用户标识为w3的消费信息进行归类，得到对应的n3条消费信息，将该n3条消费信息中的购买方式信息进行统计，得到使用现金支付所产生的消费信息为a1条，使用第三方支付方式中的微信进行购买橙汁时所产生的消费信息为a2条，使用第三方支付方式中的支付宝进行购买橙汁时所产生的消费信息为a3条，其中a1+a2+a3＝n3，通过比较得到a2>a3>a1，则可认为该用户使用频次最高的购买方式为微信支付，将该用户使用频次最高的购买方式为微信支付的分析结果反馈至移动终端设备，可向该用户的微信账号推荐同样偏爱使用微信支付的其他用户，以进行用户间的互动。需要说明的是，对所述归类结果中每条消费信息中的购买方式信息进行统计，得到用户使用 频次最高的购买方式的分析结果的同时也会得到该用户对应的其他购买方式的信息的分析结果，不仅可以向榨橙汁用户设备或移动终端设备反馈用户使用频次最高的购买方式的分析结果，也可以反馈其他相关的购买方式的分析结果。
综上所述，通过在榨橙汁用户设备端的数据采集，采集用户每次消费时的消费信息；并将所采集的消费信息传输至网络设备，使得榨橙汁用户设备不再是独立存在运行，弥补了在榨橙汁用户设备端采集用户的相关消费信息的空缺，为后续网络设备对消费信息的分析提供大量数据来源。网络设备接收用户每次消费时的消费信息，对消费信息进行分析，得到相应的分析结果，随后，将所得到的分析结果反馈至所述榨橙汁用户设备或移动终端设备，以便运营管理人员或用户根据榨橙汁用户设备或移动终端设备的反馈信息进行对应的处理方案，为用户提供更便利、更高质量的服务。
显然，本领域的技术人员可以对本申请进行各种改动和变型而不脱离本申请的精神和范围。这样，倘若本申请的这些修改和变型属于本申请权利要求及其等同技术的范围之内，则本申请也意图包含这些改动和变型在内。
需要注意的是，本申请可在软件和/或软件与硬件的组合体中被实施，例如，可采用专用集成电路(ASIC)、通用目的计算机或任何其他类似硬件设备来实现。在一个实施例中，本申请的软件程序可以通过处理器执行以实现上文所述步骤或功能。同样地，本申请的软件程序(包括相关的数据结构)可以被存储到计算机可读记录介质中，例如，RAM存储器，磁或光驱动器或软磁盘及类似设备。另外，本申请的一些步骤或功能可采用硬件来实现，例如，作为与处理器配合从而执行各个步骤或功能的电路。
另外，本申请的一部分可被应用为计算机程序产品，例如计算机程序指令，当其被计算机执行时，通过该计算机的操作，可以调用或提供根据本申请的方法和/或技术方案。而调用本申请的方法的程序指令，可能被存 储在固定的或可移动的记录介质中，和/或通过广播或其他信号承载媒体中的数据流而被传输，和/或被存储在根据所述程序指令运行的计算机设备的工作存储器中。在此，根据本申请的一个实施例包括一个装置，该装置包括用于存储计算机程序指令的存储器和用于执行程序指令的处理器，其中，当该计算机程序指令被该处理器执行时，触发该装置运行基于前述根据本申请的多个实施例的方法和/或技术方案。
对于本领域技术人员而言，显然本申请不限于上述示范性实施例的细节，而且在不背离本申请的精神或基本特征的情况下，能够以其他的具体形式实现本申请。因此，无论从哪一点来看，均应将实施例看作是示范性的，而且是非限制性的，本申请的范围由所附权利要求而不是上述说明限定，因此旨在将落在权利要求的等同要件的含义和范围内的所有变化涵括在本申请内。不应将权利要求中的任何附图标记视为限制所涉及的权利要求。此外，显然“包括”一词不排除其他单元或步骤，单数不排除复数。装置权利要求中陈述的多个单元或装置也可以由一个单元或装置通过软件或者硬件来实现。第一，第二等词语用来表示名称，而并不表示任何特定的顺序。

Claims (22)

  1. 一种榨橙汁用户设备端数据采集的方法，其中，所述方法包括：
    采集用户每次消费时的消费信息，其中，所述消费信息包括榨橙汁用户设备编号、榨橙汁用户设备的当前地理位置、消费时间、购买杯数、购买方式信息、交易标识信息、用户标识信息和用户图像信息中的一种或任意组合；
    将所述消费信息传输至网络设备。
  2. 根据权利要求1所述的方法，其中，所述购买方式信息包括：现金、实体会员卡、电子会员卡、第三方支付方式。
  3. 根据权利要求1所述的方法，其中，将所述消费信息传输至网络设备之后，还包括：
    从所述网络设备获取根据所述消费信息得到的分析结果；
    根据所述分析结果确定榨橙汁用户设备端对应的处理方案。
  4. 根据权利要求3所述的方法，其中，根据所述分析结果确定榨橙汁用户设备端对应的处理方案，包括以下至少任一项：
    当所述网络设备反馈榨橙汁用户设备在其当前地理位置的销量信息的分析结果时，根据所述销量信息调整所述榨橙汁用户设备的地理位置布局，其中，所述销量信息根据所述榨橙汁用户设备编号及所述购买杯数确定；
    当所述网络设备反馈用户特征信息的分析结果时，根据所述用户特征信息判定消费群体，其中，所述用户特征信息由所述用户图像信息确定；
    当所述网络设备反馈用户活动区域信息的分析结果时，根据所述用户活动区域信息向所述用户推送所述用户活动区域内的商品信息，其中，所述用户活动区域信息根据所述用户的多条消费信息中榨橙汁用户设备的当前地理位置确定；
    当所述网络设备反馈用户对橙汁偏爱程度的分析结果时，根据所述用户偏爱程度向所述用户推送关联产品，其中，所述用户偏爱程度根据所述用户的消费信息的数量及每条消费信息中购买的杯数确定；
    当所述网络设备反馈用户使用频次最高的购买方式的分析结果时，根据所述用户使用频次最高的购买方式向所述用户推荐使用相同购买方式的其他用户，其中，所述用户使用频次最高的购买方式根据所述用户的多条消费信息及每条消费信息中购买方式信息确定。
  5. 一种网络设备端数据分析的方法，其中，所述方法包括：
    从榨橙汁用户设备端获取用户每次消费时的消费信息，其中，所述消费信息包括榨橙汁用户设备编号、榨橙汁用户设备的当前地理位置、消费时间、购买杯数、购买方式信息、交易标识信息、用户标识信息和用户图像信息中的一种或任意组合；
    对所述消费信息进行分析，得到分析结果；
    将所述分析结果反馈至所述榨橙汁用户设备或移动终端设备。
  6. 根据权利要求5所述的方法，其中，所述购买方式信息包括：现金、实体会员卡、电子会员卡、第三方支付方式。
  7. 根据权利要求5所述的方法，其中，对所述消费信息进行分析，得到分析结果，包括：
    按照所述榨橙汁用户设备发送的榨橙汁用户设备编号对所有消费信息进行归类，得到每个榨橙汁用户设备对应的多条消费信息的归类结果；
    根据所述归类结果中每条消费信息中的购买杯数，得到所述每个榨橙汁用户设备在其当前地理位置的销量信息的分析结果。
  8. 根据权利要求5所述的方法，其中，对所述消费信息进行分析，得到分析结果，包括：
    根据所述榨橙汁用户设备发送的用户图像信息，得到用户特征信息的分析结果。
  9. 根据权利要求5所述的方法，其中，对所述消费信息进行分析，得到分析结果，包括：
    按照所述榨橙汁用户设备发送的用户标识信息对所有消费信息进行归类，得到每个用户标识信息对应的多条消费信息的归类结果；
    根据所述归类结果中的每条消费信息中的榨橙汁用户设备的当前地理位置，得到每个用户标识信息对应的用户活动区域信息的分析结果。
  10. 根据权利要求5所述的方法，其中，对所述消费信息进行分析，得到分析结果，包括：
    按照所述榨橙汁用户设备发送的用户标识信息对所有消费信息进行归类，得到每个用户标识信息对应的多条消费信息的归类结果；
    根据所述归类结果中消费信息的条数及每条消费信息中的购买的杯数，得到所述每个用户标识信息对应的用户对橙汁偏爱程度的分析结果。
  11. 根据权利要求5所述的方法，其中，对所述消费信息进行分析，得到分析结果，包括：
    按照所述榨橙汁用户设备发送的用户标识信息对所有消费信息进行归类，得到每个用户标识信息对应的多条消费信息的归类结果；
    对所述归类结果中每条消费信息中的购买方式信息进行统计，得到用户使用频次最高的购买方式的分析结果。
  12. 一种数据采集的榨橙汁用户设备，其中，所述榨橙汁用户设备包括：
    采集装置，用于采集用户每次消费时的消费信息，其中，所述消费信息包括榨橙汁用户设备编号、榨橙汁用户设备的当前地理位置、消费时间、购买杯数、购买方式信息、交易标识信息、用户标识信息和用户图像信息中的一种或任意组合；
    传输装置，用于将所述消费信息传输至网络设备。
  13. 根据权利要求12所述的榨橙汁用户设备，其中，所述购买方式信息包括：现金、实体会员卡、电子会员卡、第三方支付方式。
  14. 根据权利要求12所述的榨橙汁用户设备，其中，所述榨橙汁用户设备还包括：
    获取装置，用于从所述网络设备获取根据所述消费信息得到的分析结果；
    处理装置，用于根据所述分析结果确定榨橙汁用户设备端对应的处理方案。
  15. 根据权利要求14所述的榨橙汁用户设备，其中，所述处理装置用于以下至少任一项：
    当所述网络设备反馈榨橙汁用户设备在其当前地理位置的销量信息的分析结果时，根据所述销量信息调整所述榨橙汁用户设备的地理位置布局，其中，所述销量信息根据所述榨橙汁用户设备编号及所述购买杯数确定；
    当所述网络设备反馈用户特征信息的分析结果时，根据所述用户特征信息判定消费群体，其中，所述用户特征信息由所述用户图像信息确定；
    当所述网络设备反馈用户活动区域信息的分析结果时，根据所述用户活动区域信息向所述用户推送所述用户活动区域内的商品信息，其中，所述用户活动区域信息根据所述用户的多条消费信息中榨橙汁用户设备的当前地理位置确定；
    当所述网络设备反馈用户对橙汁偏爱程度的分析结果时，根据所述用户偏爱程度向所述用户推送关联产品，其中，所述用户偏爱程度根据所述用户的消费信息的数量及每条消费信息中购买的杯数确定；
    当所述网络设备反馈用户使用频次最高的购买方式的分析结果时，根据所述用户使用频次最高的购买方式向所述用户推荐使用相同购买方式的其他用户，其中，所述用户使用频次最高的购买方式根据所述用户的多条消费信息及每条消费信息中购买方式信息确定。
  16. 一种数据分析的网络设备，其中，所述网络设备包括：
    接收装置，用于从榨橙汁用户设备端获取用户每次消费时的消费信息，其中，所述消费信息包括榨橙汁用户设备编号、榨橙汁用户设备的当前地理位置、消费时间、购买杯数、购买方式信息、交易标识信息、用户标识信息和用户图像信息中的一种或任意组合；
    分析装置，用于对所述消费信息进行分析，得到分析结果；
    反馈装置，用于将所述分析结果反馈至所述榨橙汁用户设备或移动终端设备。
  17. 根据权利要求16所述的网络设备，其中，所述购买方式信息包括：现金、实体会员卡、电子会员卡、第三方支付方式。
  18. 根据权利要求16所述的网络设备，其中，所述分析装置用于：
    按照所述榨橙汁用户设备发送的榨橙汁用户设备编号对所有消费信息进行归类，得到每个榨橙汁用户设备对应的多条消费信息的归类结果；
    根据所述归类结果中每条消费信息中的购买杯数，得到所述每个榨橙汁用户设备在其当前地理位置的销量信息的分析结果。
  19. 根据权利要求16所述的网络设备，其中，所述分析装置用于：
    根据所述榨橙汁用户设备发送的用户图像信息，得到用户特征信息的分析结果。
  20. 根据权利要求16所述的网络设备，其中，所述分析装置用于：
    按照所述榨橙汁用户设备发送的用户标识信息对所有消费信息进行归类，得到每个用户标识信息对应的多条消费信息的归类结果；
    根据所述归类结果中的每条消费信息中的榨橙汁用户设备的当前地理位置，得到每个用户标识信息对应的用户活动区域信息的分析结果。
  21. 根据权利要求16所述的网络设备，其中，所述分析装置用于：
    按照所述榨橙汁用户设备发送的用户标识信息对所有消费信息进行归类，得到每个用户标识信息对应的多条消费信息的归类结果；
    根据所述归类结果中消费信息的条数及每条消费信息中的购买的杯数，得到所述每个用户标识信息对应的用户对橙汁偏爱程度的分析结果。
  22. 根据权利要求16所述的网络设备，其中，所述分析装置用于：
    按照所述榨橙汁用户设备发送的用户标识信息对所有消费信息进行归类，得到每个用户标识信息对应的多条消费信息的归类结果；
    对所述归类结果中每条消费信息中的购买方式信息进行统计，得到用户使用频次最高的购买方式的分析结果。
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