CN107657480A - Based on the system for selling the progress information gathering of equipment user's information and/or push - Google Patents

Based on the system for selling the progress information gathering of equipment user's information and/or push Download PDF

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CN107657480A
CN107657480A CN201710806047.0A CN201710806047A CN107657480A CN 107657480 A CN107657480 A CN 107657480A CN 201710806047 A CN201710806047 A CN 201710806047A CN 107657480 A CN107657480 A CN 107657480A
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information
user
menstrual period
push
judgment value
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CN107657480B (en
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李鹏
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Guangzhou Yue Hong Fang Biological Technology Co Ltd
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Guangzhou Yue Hong Fang Biological Technology Co Ltd
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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
    • 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
    • G06Q30/0241—Advertisements
    • G06Q30/0251—Targeted advertisements
    • G06Q30/0255—Targeted advertisements based on user history
    • 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
    • G06Q30/0241—Advertisements
    • G06Q30/0251—Targeted advertisements
    • G06Q30/0269—Targeted advertisements based on user profile or attribute
    • G06Q30/0271—Personalized advertisement
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L67/00—Network arrangements or protocols for supporting network services or applications
    • H04L67/50—Network services
    • H04L67/55—Push-based network services

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  • Business, Economics & Management (AREA)
  • Engineering & Computer Science (AREA)
  • Finance (AREA)
  • Strategic Management (AREA)
  • Accounting & Taxation (AREA)
  • Development Economics (AREA)
  • Entrepreneurship & Innovation (AREA)
  • Economics (AREA)
  • Game Theory and Decision Science (AREA)
  • Marketing (AREA)
  • Physics & Mathematics (AREA)
  • General Business, Economics & Management (AREA)
  • General Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • Signal Processing (AREA)
  • Computer Networks & Wireless Communication (AREA)
  • Data Mining & Analysis (AREA)
  • Medical Treatment And Welfare Office Work (AREA)
  • Control Of Vending Devices And Auxiliary Devices For Vending Devices (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)

Abstract

The invention discloses a kind of method and system that information gathering and/or push are carried out based on the user profile for selling equipment；Methods described includes：S1：Obtain by sell equipment end identification the shopping information of user, biological information, at least one of user's characteristic information；S2：The characteristic parameter of information analysis user of the system background server according to acquired in S1.The system includes being used for the first module for obtaining user profile；For the second module analyzed acquired user profile.The technical program can realize the information by automatic vending equipment and be pushed so that push application is more extensive；It can also further calculate relative users characteristic parameter by the use of at least one of the shopping information of user, biological information, user's characteristic information as operating basis, reach the feature for more understanding user, so as to realize the technique effect of the precision of information push.

Description

Based on the system for selling the progress information gathering of equipment user's information and/or push
Technical field
The present invention relates to apparatus field is sold, in particular it relates to which one kind carries out letter based on automatic vending equipment user information Breath collection and/or the system of push.
Background technology
At present, many internet operators can be directed to the information of user, such as the cookie of access webpage is recorded into line number According to analysis, then suitable content is pushed to user, such as advertisement, video etc..For example, when user searches for hand on a search engine Machine, then often show that the mobile phone of all kinds of shopping website push peddles information in the advertisement room of the search engine.Pass through essence Accurate advertisement putting, the exposure rate of shopping information is improved, reduce publicity cost, improve transaction convenience and efficiency.
Chinese invention patent CN103838885B discloses a kind of potential user's retrieval towards advertisement putting and user's mould Type sort method, comprises the following steps：S1, the conditioned reflex according to user in information process is browsed, user is carried out nervous Clue from motion tracking；S2, the reading habit for identifying user, and the temporal aspect for completing user oriented reading habit excavates；S3、 Using nervous following principle, the structure of level user model is completed, and carries out user model sequence；S4, advertisement pushing is fed User in the top after the sequence of row user model.
But patent the defects of existing jointly with other prior arts part is：(1) it is not directed to also automatic The method sold the information of equipment and push content；(2) lack by user profile to user characteristics or User Status Identification, so as to carry out targetedly user identity judgement, such as carry out and be somebody's turn to do after being differentiated for the Ms in menstrual period The information push that identity is closely related so that user's identification and message push are more accurate；(3) only browsed by collecting user The information of behavior carries out analysis push, and more users information is not accounted for, and in other words, only accounts for certain a kind of user's row For information, and lack and other users information, such as biological information of user etc. are accounted for, cause to push result there may be Certain limitation.
The content of the invention
Information gathering and/or push are carried out based on the user profile for selling equipment it is an object of the invention to provide a kind of System.
The present invention can be used based on automatic vending equipment by least one calculate of user's shopping information and biological information Family characteristic parameter, and according to the parameter enter row information push system, so as to improve the accuracy of push.
The invention provides a kind of method for being acquired and/or being pushed based on the user profile for selling equipment, this is sold Equipment is preferably automatic vending equipment.
It the described method comprises the following steps：
S1：Obtain by sell equipment end identification the shopping information of user, biological information, in user's characteristic information at least It is a kind of；
S2：The characteristic parameter of information analysis user of the system background server according to acquired in S1；
Preferably, the user characteristics parameter determines by the following method：
The shopping information for selling equipment and identifying and sending, biological information, user's characteristic information are obtained by server At least one of, described information is subjected to Classification and Identification, different information transmissions are calculated to algorithms of different module User characteristics parameter value；
Preferably, described method also includes S3：The user characteristics parameter that system background processor is calculated according to S2 The corresponding information of value matching system background memory go forward side by side row information push；
Preferably, the matching process is realized by the following method：
Data Identification is carried out according to the classification of user characteristics parameter, the number equally identified is carried in processor search holder According to storehouse and matched, processor recalls the information content in the database；
Preferably, it is described to sell the goods that equipment is sold and include female menstrual period product；It is highly preferred that described women warp Phase product includes female menstrual period commodity or female menstrual period health products；It is highly preferred that the feminine hygiene articles are sanitary napkins, defended One or more in raw sliver.
Female menstrual period product refers to that women can use or the article of edible or application etc. in intermenstrual period, such product quilt When the use of certain object or edible or application etc., prompt, the object has 100% possibility, or more than 95% possibility Property, either more than 90% possibility or more than 85% possibility, either more than 80% possibility or 70% with On possibility, or more than 60% possibility is in the menstrual period, for example, it may be some female menstrual period commodity, or Person can also be that female menstrual period takes product.
Female menstrual period commodity, sanitary napkin or tapon or other products are may, for example, be, such as releived The product of menstrual period discomfort, such as alleviate the product of dysmenorrhoea, such as say dysmenorrhea plaster.In addition it is also possible to it is other female menstrual period meetings Using or application product.
Female menstrual period takes product, can aim at designed by female menstrual period, or when women takes such product is usual It is the product in the menstrual period, for example, it may be female menstrual period health products, food etc..
It is highly preferred that described goods also includes wet tissue.
Preferably, in the S1 obtain by sell equipment end identification used technology include probe, web crawlers, One or more in Flume Architecture Analysis, Kafka frameworks；
Preferably, algoritic module uses intelligent algorithm in the S2；
Calculated it is highly preferred that the intelligent algorithm includes regression algorithm, decision Tree algorithms, clustering algorithm, neutral net Method, deep learning algorithm, reduce at least one of dimension algorithm；
It is described to sell the goods that equipment is sold and include feminine hygiene articles；Preferably, the feminine hygiene articles are to defend One or more in raw towel, tapon.More preferably include wet tissue.Feminine hygiene articles in the application, refer to be applied to The amenities of institute's application-specific during female pathology.
In view of the prior art defect being previously mentioned in previous Background, inventor employs utilization first in this programme At least one of shopping information, biological information and user's characteristic information of user are used as operating basis, and it is special to calculate relative users Parameter is levied, enters row information push work further according to this feature parameter.By this technical scheme, the spy of user can be more understood Sign, and the historical information that browses of user is not limited to, but extended to shopping information and biological information.Afterwards according to user Feature realizes more accurately information push matching, so as to realize the precision of information push.The user's characteristic information refers to energy Enough embody the information of the external different attribute of user, such as occupation, love and marriage situation etc..
Preferably, methods described also includes obtaining the mobile terminal identification information of user or obtains user interface；This step Suddenly can be with for example, walking realization in S1；
Preferably, the mobile terminal identification information of described acquisition user or acquisition user interface are in the following manner Realize：Mobile terminal device is in the label for selling and gathering and previously generating in equipment；
Preferably, described label is optical signalling, radio signal, infrared signal, digital watermark signal, audio letter Number or magnetic signal；
Preferably, described optical signalling is one-dimension code, Quick Response Code or the image information by data modulation；
Preferably, the label is constant or variable；
Preferably, the label is in either goods selection course or the generation of goods payment process of equipment wakeup process 's.
Preferably, it is further comprising the steps of after obtaining customer mobile terminal and connecing identification information or obtain user interface：It is logical Mobile terminal interdynamic is crossed, obtains at least one of biological information or user's characteristic information.
It is further preferred that the push carried out in the S3 is to be carried out by system to customer mobile terminal；Or institute It is to be carried out by system to the display screen of automatic vending equipment to state push.
In certain embodiments, system can while shopping information either biological information is obtained, or before, or it Afterwards, the mobile terminal identification information of user is obtained；The mobile terminal identification information refers to can be used in orientation and mobile terminal Holder carries out interactive information, such as the number of mobile phone, or for what is interacted with mobile device application program, has The information (such as wechat, Alipay) of specific ID identification.System can enter row information by phone number or application program and push away Send.After these mobile terminal identification informations are obtained, system can realize push process to customer mobile terminal in S3.
In certain embodiments, described label generates in goods payment process, for example, have selected type of merchandize in user Afterwards, into the page is paid, user gathers the Quick Response Code for paying the page by mobile terminal, for example, wechat pays Quick Response Code, branch Precious payment Quick Response Code etc. is paid, is completed after paying, system completes the identification to the mobile terminal of user, for example, identifying its wechat account Number or Alipay account；System can enter row information push by acquired mobile terminal identification information then to the user.
Preferably, the shopping information of the user is included in type of merchandize, quantity purchase, time of payment, shopping site It is one or more；
It is further preferred that the type of merchandize is at least the one or more in sanitary napkin, tapon.
Preferably, the minimum quantity purchase unit of described sanitary napkin/tapon is 1/1.
Preferably, the user characteristics parameter includes user's physiology period parameters；User's physiology period parameters include menstrual period Judgment value.
Such as given an order it is further preferred that being performed when calculating the menstrual period judgment value：
Obtain the shopping information by selling equipment end identification；Whether the type of merchandize for judging shopping information is sanitary napkin or defends The one of which of raw sliver, if it is 1 then to export menstrual period judgment value；If it is not, it is 0 then to export menstrual period judgment value；
Or perform and such as give an order：
D1：Obtain the type of merchandize and quantity purchase information by selling equipment end identification；Judge whether type of merchandize is to defend The one of which of raw towel or tapon, if then entering D2；If it is not, it is 0 then to export menstrual period judgment value；
D2：Judge whether quantity purchase is less than or equal to 2, if it is 1 then to export menstrual period judgment value；If it is not, then export menstrual period Judgment value is 0.
The menstrual period judgment value refer to judging user whether the parameter value among menstrual period.1 represent be, 0 represent it is no.
Corresponding to the purposes of above-mentioned automatic vending equipment, as another innovative point of the present invention program, can pass through The shopping information of user or a kind of of biological information realize and the specific feature of user or state are identified, so as to carry out pin The user identity of property is judged.Wherein, whether user is further achievable preferred scheme in menstrual period.This is being calculated After a little user characteristicses, it can on this basis be pushed, can further lift the accuracy of push.And traditional menstrual period survey Application is calculated, it is necessary to which user is actively entered, accuracy rate is relatively low.According to 1000 parts or so of user investigation, traditional menstrual period survey Application or method etc. are calculated, accuracy rate is only 50% or so；And the present invention automatically generates menstrual period according to user's shopping information etc. Calculation of measured data, accuracy rate are higher.Root it is estimated that the present invention menstrual period measuring method accuracy rate up to 80%.In other words, lead to Cross this mode and carry out judgement menstrual period, for existing evaluation algorithm, error rate is lower, solves existing algorithm error The problem of rate is high.
Further, when the menstrual period judgment value is 1, system pushes default menstrual period corresponding informance to user；
Preferably, described menstrual period corresponding informance includes the one or more in Business Information, information on services；
It is highly preferred that the Business Information is in taxi Business Information, commodity Business Information, food Business Information It is one or more；
It is highly preferred that the information on services includes trip information on services, household services information, delivery service information, medical treatment One or more in information on services, entertainment service information；
It is highly preferred that when the menstrual period judgment value is 1, described menstrual period corresponding informance is pushed to user on the day of system； Or system pushed described menstrual period corresponding informance, wherein m ∈ N* and m≤9 to user in continuous m days from the same day；It is preferred that m ≤ 7 or m≤5.
In certain embodiments, m≤7, or m≤6, or m≤5, or m≤4, or m≤3, or m≤2, or m=1.
It is highly preferred that when the menstrual period judgment value is 1, system can push to user and change prompting message；It is highly preferred that It is described change prompting message push frequency be every 1~5 hour once, preferably 1~4 hour is once, more preferably 1~3 hour Once, more preferably 2~3 hours once.
It should be noted that in a preferred embodiment, when system judges to learn at user in above-mentioned steps When menstrual period, system can enter row information push on the day of user uses the automatic vending equipment to user, meet making for user With the degree of accuracy of demand, more match information push；Or in another preferred embodiment, can continuous one Fix time interior to user's progress above- mentioned information push, keep the continuation of pushed information, can also meet the information push degree of accuracy It is required that.
Corresponding to the characteristic in Mrs menstrual period, system can also periodically push to user and change prompting message, remind user Amenities is changed in time.In one embodiment, push frequency be each two hour once.
It is highly preferred that when the menstrual period judgment value is 1, pth of the system from the same day to any day or more in g days My god, push first kind presupposed information；Preferably, described first kind presupposed information is go on a tour information, cuisines information, gynaecology's information In one or more；Preferably, described p is any natural number in 5 to 7, and described g is any nature in 13 to 14 Number；
It is highly preferred that when the menstrual period judgment value is 1, any day or more in a to b days of the system from the same day My god, push the second class presupposed information；Preferably, the second described class presupposed information is skin care information, body-building information, gynaecology's information In one or more；Preferably, described a be 14 to 16 in any natural number, described b be 15 to 18 in it is any from So number；
It is highly preferred that when the menstrual period judgment value is 1, any day or more in c to d days of the system from the same day My god, push the 3rd class presupposed information；Preferably, the 3rd described class presupposed information is to help pregnant information, beauty information, nutriment letter One or more in breath；Preferably, described c is any natural number in 17 to 19, and d is any nature in 25 to 28 Number.
After it is determined that user is in physiology phase, this method constantly can also need to push not according to user based on this The information of same type, to improve the precision of pushed information.
Preferably, following steps are performed when system pushes described menstrual period corresponding informance to user：
Obtain the shopping venue information of the transaction by selling equipment end identification；
Obtain the one or more in Business Information stored in system background memory, information on services, the businessman Information, information on services include geographical location information；
The shopping venue information and the geographical location information are matched, system judge both between away from From if the distance≤d, system pushes the Business Information and/or information on services corresponding to the geographical location information to user. Described≤d is preferably≤5000m, more preferably≤4000 meter, more preferably≤3000 meter, and more preferably≤2000 meter, more preferably≤ 1000 meters, more preferably≤500 meter.
Preferably, following steps are performed when pushing described menstrual period corresponding informance to user：
Judge whether type of merchandize is sanitary napkin；If so, then push sliver educational information to user.
It should be noted that the transaction refers to the shopping process that user is carried out by the automatic vending equipment, and Therefrom obtain the shopping information of user.The sliver educational information refers to the information for helping user to understand sliver effect.Health Sliver is as a kind of emerging feminine hygiene articles, at present not known to most women.When the goods kind selected by user When class is sanitary napkin, sliver educational information is pushed to the user, this its colony faced of push will be very accurately head First, the user will be probably of the right age women greatly absolutely, and secondly, the women may will not be generalized greatly absolutely sliver relevant knowledge.
Preferably, the biological information of the user is included in body weight information, height information, voiceprint, finger print information It is one or more.
Preferably, the user's characteristic information includes being engaged in industry, age of user, schooling, hobby, love and marriage One or more in state, Income situation, physiological period reaction.
Correspondingly, information gathering and/or push are carried out based on the user profile for selling equipment the invention provides a kind of System, the system include：
For obtaining the first module of the user profile by selling equipment end identification；The user profile is the shopping of user At least one of information, biological information, user's characteristic information；
Preferably, for acquired user profile carry out analyze user characteristics parameter the second module；
Second module determines by the following method in analysis user characteristics parameter：
The shopping information for selling equipment and identifying and sending, biological information, user's characteristic information are obtained by server At least one of, described information is subjected to Classification and Identification, different information transmissions are calculated to algorithms of different module User characteristics parameter value；
Preferably, the user characteristics parameter value that described system also includes being used to be calculated according to the second module matches system System background memory corresponding information go forward side by side row information push the 3rd module；
Preferably, the matching process is realized by the following method：
Data Identification is carried out according to the classification of user characteristics parameter, the number equally identified is carried in processor search holder According to storehouse and matched, processor recalls the information content in the database；
Preferably, described equipment of selling is automatic vending equipment；
Preferably, it is described to sell the goods that equipment is sold and include female menstrual period product；It is highly preferred that described women warp Phase product includes female menstrual period commodity or female menstrual period health products；It is highly preferred that the feminine hygiene articles are sanitary napkins, defended One or more in raw sliver；
It is highly preferred that the feminine hygiene articles also include wet tissue.
Preferably, technology includes probe, web crawlers, Flume frameworks point used by the first module acquisition process One or more in analysis, Kafka frameworks；
Preferably, second module realizes that analysis method uses intelligent algorithm；
Calculated it is highly preferred that the intelligent algorithm includes regression algorithm, decision Tree algorithms, clustering algorithm, neutral net Method, deep learning algorithm, reduce at least one of dimension algorithm.
Preferably, the equipment also includes the mobile terminal identification information for obtaining user or obtains user interface 4th module；
Preferably, described sell has the label previously generated in equipment；The label is with for the mobile terminal Collection；
Preferably, described label is optical signalling, radio signal, infrared signal, digital watermark signal, audio letter Number or magnetic signal；
Preferably, described optical signalling is one-dimension code, Quick Response Code or the image information by data modulation；
Preferably, the label is constant or variable；
Preferably, the label is in either goods selection course or the generation of goods payment process of equipment wakeup process 's；
Preferably, it is mutual by mobile terminal after system acquisition customer mobile terminal connects identification information or obtains user interface It is dynamic, obtain at least one of biological information or user's characteristic information.
Preferably, the push carried out in the 3rd module is to be carried out by system to customer mobile terminal；Or institute It is to be carried out by system to the display screen of automatic vending equipment to state push.
Preferably, described shopping information includes one kind in type of merchandize, quantity purchase, time of payment, shopping site It is or a variety of；
Preferably, the type of merchandize is at least the one or more in sanitary napkin, tapon；
It is highly preferred that the type of merchandize also includes wet tissue.
Preferably, the minimum quantity purchase unit of described sanitary napkin/tapon is 1/1；
Preferably, the user characteristics parameter includes user's physiology period parameters；User's physiology period parameters include menstrual period Judgment value；
Preferably, perform when calculating the menstrual period judgment value and such as give an order：
Obtain the shopping information by selling equipment end identification；System background server judges that the type of merchandize of shopping information is The no one of which for sanitary napkin or tapon, if it is 1 then to export menstrual period judgment value；If it is not, then export menstrual period judgment value For 0；
Or by being realized with giving an order：
Obtain the type of merchandize and quantity purchase information by selling equipment end identification；Judge whether type of merchandize is sanitary napkin Or the one of which of tapon, if then entering D2；If it is not, it is 0 then to export menstrual period judgment value；
Judge whether quantity purchase is less than or equal to 2, if it is 1 then to export menstrual period judgment value；Judge if it is not, then exporting menstrual period It is worth for 0；
Preferably, when the menstrual period judgment value is 1, the 3rd module pushes corresponding letter of default menstrual period to user Breath；
Preferably, described menstrual period corresponding informance includes the one or more in Business Information, information on services；
It is highly preferred that the Business Information is in taxi Business Information, commodity Business Information, food Business Information It is one or more；
It is highly preferred that the information on services includes trip information on services, household services information, delivery service information, medical treatment One or more in information on services, entertainment service information；
It is highly preferred that when the menstrual period judgment value is 1, described menstrual period pair are pushed to user on the day of the 3rd module Answer information；Or the 3rd module pushed described menstrual period corresponding informance, wherein m to user in continuous m days from the same day ∈ N* and m≤9；It is preferred that m≤7 or m≤5；
It is highly preferred that when the menstrual period judgment value is 1, the 3rd module pushes to user and changes prompting message；More Preferably, it is described change prompting message push frequency for every 1~5 hour once, preferably 1~4 hour is once, more preferably 1~3 Hour, once more preferably 2~3 hours once；
Preferably, the system also includes place matching module, and the place matching module, the place matching module will One or more in Business Information that the shopping venue information prestores with system or real-time, information on services are matched, The Business Information, information on services include geographical location information；
The matching module judges the distance of the shopping site and the geographical location information, if the distance≤d, System pushes the Business Information and/or information on services corresponding to the geographical location information to user；Described≤d is preferably≤ 5000m, more preferably≤4000 meter, more preferably≤3000 meter, more preferably≤2000 meter, more preferably≤1000 meter, more preferably≤ 500 meters；
Preferably, the 3rd described module includes sliver educational information pushing module, if the type of merchandize of the acquisition is Sanitary napkin, then push sliver educational information to user.
Compared with prior art, the beneficial effects of the present invention are：
1st, system of the invention based on selling equipment, that the user profile of especially automatic vending equipment is pushed, one Change and be not directed to the information for selling equipment in the past and carry out the blank of supplying system, field is used in automatic vending equipment Corresponding information is obtained in scape and realizes association push so that push application is more extensive.
2nd, method and system provided by the present invention, mutually applied by the use of the shopping information of user as operating basis, calculating Family characteristic parameter, enter row information push work further according to this feature parameter, the feature for more understanding user can be reached, so as to real The technique effect of the precision of existing information push.
3rd, method and system provided by the present invention, when for selling feminine hygiene articles, can efficiently and accurately count Calculate associated user's characteristic parameter, such as whether women is in menstrual period etc., compared to traditional measuring method, the survey in this programme Calculation method accuracy rate is higher.In other words, judgement menstrual period are carried out in this way, for existing evaluation algorithm, Error rate is lower, solves the problems, such as that existing algorithm error rate is high.
4th, the system that the user profile based on automatic vending equipment of the invention is pushed, it is in life in clear and definite user During the Ms of reason phase, effectively specific information can be sent for the user group so that information push is more accurate, will not make Obtain useless, mistake information and be pushed to user, improve the accuracy rate of information push.
Described above is only the general introduction of technical solution of the present invention, in order to better understand the technological means of the present invention, And can be practiced according to the content of specification, and in order to allow the above and other objects, features and advantages of the present invention can Become apparent, below especially exemplified by preferred embodiment, and coordinate accompanying drawing, describe in detail as follows.
Embodiment
Further to illustrate the present invention to reach the technological means and effect that predetermined goal of the invention is taken, below in conjunction with Accompanying drawing and preferred embodiment, to embodiment, structure, feature and its effect according to the present invention, describe in detail.
But embodiments of the present invention are not limited to following embodiment introduction, all principles or theory institute according to the present invention The equivalent change made or the flexible category for being regarded as the present invention and protecting.
Unless otherwise defined, all technical terms and scientific terminology used herein have with the art of this patent belonging to it is general The implication identical implication that logical technical staff is generally understood that.Unless separately clear stipulaties herein, article includes before indicant in text The situation of multiple indicants.Words such as " general " " about " " about " " left and right ", what this area those having ordinary skill in the art can be historically Content and parameter etc., the modification to the object/numerical value is interpreted as, further explanation is to help understanding if needed, can be with It is interpreted as the change of such as 5% scope." comprising " implies that " include, containing " in text；" such as " a non-limit is represented herein The example of property processed.
Brief description of the drawings
Fig. 1 is that the present invention sells the method one of which more preferably embodiment that equipment carries out information gathering and/or push Schematic flow sheet；
Fig. 2 is that user's menstrual period judgment value calculates in the method for the invention for selling equipment progress information gathering and/or push The schematic flow sheet of one of which more preferably embodiment.
Embodiment 1 (sells the method that equipment carries out information gathering and/or push)
The method disclosed by the invention sold equipment and carry out information gathering and/or push, its basic implementation be,
The system performs following steps during push：
S1：Obtain by sell equipment end identification the shopping information of user, biological information, in user's characteristic information at least It is a kind of；
S2：System background server is according to information analysis user characteristics parameter acquired in S1；
As one of which preferred embodiment, the user characteristics parameter determines by the following method：
The shopping information for selling equipment and identifying and sending, biological information, user's characteristic information are obtained by server At least one of, described information is subjected to Classification and Identification, different information transmissions are calculated to algorithms of different module User characteristics parameter value；
As a preferred embodiment, also include push step, i.e. S3：System background processor is according to the user The corresponding information of characteristic parameter matching system background memory go forward side by side row information push.Now, preferable complete method step stream Journey is as shown in Figure 1.
Preferably, the matching process is realized by the following method：
Data Identification is carried out according to the classification of user characteristics parameter, the number equally identified is carried in processor search holder According to storehouse and matched, processor recalls the information content in the database；
, can be according to one in the shopping information of user either biological information or user's characteristic information by above-mentioned steps Kind or a variety of calculating user characteristics parameters, process of information push is being carried out according to the parameter.Because push process combines user Feature, the precision for matching pushed information and being pushed are higher.
In more specifically embodiment, for example, the information obtained is shopping information, will the shopping information enter Row classification, in a kind of possible classification, shopping information can be assigned in the classification for calculating menstrual period judgment value, in other words, calculated The information used required for menstrual period judgment value is shopping information, then now, shopping information can be sent to for judging menstrual period Calculated among algorithm, obtain corresponding user characteristics parameter value.
After such other user characteristics parameter is calculated, this user characteristics parameter value can be identified, such as " warp Phase ", then processor meeting Search Flags are similarly the catalogue in " menstrual period ", and transfer the information under the catalogue, as described below Menstrual period corresponding informance.
With reference to above-mentioned embodiment, as one of which preferred embodiment, the S1 also includes the shifting for obtaining user Dynamic terminal identification information obtains user interface；Specifically, the mobile phone of user can during payment is realized, be obtained Number, or the application information of mobile terminal, the push and interaction for facilitating later use mobile terminal to be oriented, such as Pass through the mode such as short message or the pushed information of application；Or the mobile terminal identification information of described acquisition user Or it is to be accomplished by the following way to obtain user interface：Mobile terminal device sells what collection in equipment previously generated described Label.More specifically among embodiment, described label is optical signalling, radio signal, infrared signal, numeral Watermark signal, audio signal or magnetic signal；In preferred embodiment, described optical signalling is one-dimension code, Quick Response Code Or the image information by data modulation；It is highly preferred that the label is constant or variable；It is highly preferred that the mark Label are that either goods selection course or goods payment process generate in equipment wakeup process.
As preferred embodiment, the biological information of the user include body weight information, height information, voiceprint, One or more in face information, finger print information；The user's characteristic information includes being engaged in industry, age of user, receiving an education One or more in degree, hobby, love and marriage state, Income situation, physiological period reaction.
With reference to above-mentioned embodiment, as one of which preferred embodiment, identification is connect obtaining customer mobile terminal It is further comprising the steps of after information or acquisition user interface：By mobile terminal interdynamic, biological information or user characteristics letter are obtained At least one of breath.
With reference to above-mentioned embodiment, as one of which preferred embodiment, the push carried out in the S3 is to pass through System is carried out to customer mobile terminal.Or the push is to be carried out by system to the display screen of automatic vending equipment.
The shopping information of the user includes type of merchandize, quantity purchase, time of payment, one kind in shopping site or more Kind.
Embodiment 2 (determination methods of user characteristics)
With reference to the basic embodiment in above-described embodiment 1, or further combined with remaining embodiment in embodiment 1, The present embodiment 2 provides further preferred embodiment：
Described equipment of selling is automatic vending equipment；Preferably, it is described to sell the goods that equipment is sold and include women Menstrual period product；It is highly preferred that described female menstrual period product includes female menstrual period commodity or female menstrual period takes product；More preferably Ground, the female menstrual period commodity are the one or more in sanitary napkin, tapon, in dysmenorrhea plaster；It is it is highly preferred that described It is female menstrual period health products or female menstrual period food that female menstrual period, which takes product,；
And now, the type of merchandize is the one or more in sanitary napkin, tapon.Similarly, it is highly preferred that institute Stating type of merchandize also includes wet tissue.
Among this application scenarios, the user characteristics parameter includes user's physiology period parameters；User's physiology phase ginseng Number includes menstrual period judgment value.
The menstrual period judgment value is used to show user whether among menstrual period, in more specifically embodiment, institute The calculation for stating menstrual period judgment value is：
Obtain the shopping information by selling equipment end identification；Whether the type of merchandize for judging shopping information is sanitary napkin or defends The one of which of raw sliver, if it is 1 then to export menstrual period judgment value；If it is not, it is 0 then to export menstrual period judgment value；
Perform in a more preferred embodiment, when calculating the menstrual period judgment value and such as give an order, idiographic flow As shown in Figure 2：
D1：Obtain the type of merchandize and quantity purchase information by selling equipment end identification；Judge whether type of merchandize is to defend The one of which of raw towel or tapon, if then entering D 2；If it is not, it is 0 then to export menstrual period judgment value；
D2：Judge whether quantity purchase is less than or equal to 2, if it is 1 then to export menstrual period judgment value；If it is not, then export menstrual period Judgment value is 0.
The mode in above-mentioned judgement menstrual period has the higher advantage of accuracy rate compared to traditional mode.Traditional menstrual period measuring and calculating should With formula, it is necessary to user be actively entered, accuracy rate it is relatively low.And the accuracy rate of the menstrual period measuring method of the present invention is up to 80%. In this setting, menstrual period judgment value is that 1 explanation user is the Ms in menstrual period, and menstrual period judgment value is that 0 explanation user is not in The Ms in menstrual period.
Embodiment 3 (content and frequency of push)
With reference to above-mentioned aspect, as another preferred embodiment, when the menstrual period judgment value is 1, system to Family pushes default menstrual period corresponding informance.
In wherein a kind of preferred embodiment, described menstrual period corresponding informance is included in Business Information, information on services One or more；
Further, the Business Information is in taxi Business Information, commodity Business Information, food Business Information It is one or more；
Further, the information on services includes trip information on services, household services information, delivery service information, doctor Treat the one or more in information on services, entertainment service information.
With reference to above-mentioned aspect, as another preferred embodiment, when the menstrual period judgment value is 1, the system same day The menstrual period corresponding informance described to user's push, meet the degree of accuracy of the use demand, more match information push of user；And or Person, system was from the same day, the menstrual period corresponding informance described in continuous m days to user's push, wherein m ∈ N* and m≤9, such as m=1, 2nd, the continuation of 3,4 ... holding pushed informations, can also meet the requirement of the information push degree of accuracy.
It is highly preferred that when the menstrual period judgment value is 1, system can push to user and change prompting message；It is highly preferred that For every 1~5 hour once, preferably 1~4 hour once, more preferably 1~3 hour one for the push frequency for changing prompting message Secondary, more preferably 2~3 hours once.
Other preferred embodiments of the present embodiment also include：
It is highly preferred that when the menstrual period judgment value is 1, pth of the system from the same day to any day in g days, push One or more in information, cuisines information, the gynaecology's information of going on a tour；Preferably, described p is any natural number in 5 to 7, Described g is any natural number in 13 to 14；
It is highly preferred that when the menstrual period judgment value is 1, any day in a to b days of the system from the same day, push One or more in skin care information, body-building information, gynaecology's information；Preferably, described a is any nature in 14 to 16 Number, described b are any natural number in 15 to 18；
It is highly preferred that when the menstrual period judgment value is 1, any day in c to d days of the system from the same day, push The one or more helped in pregnant information, beauty information, nutriment information；Preferably, described c is any nature in 17 to 19 Number, d are any natural number in 25 to 28.
After it is determined that user is in physiology phase, this method constantly can also need to push not according to user based on this The information of same type, to improve the precision of pushed information.
Embodiment 4 (method of push menstrual period corresponding informance)
With reference to the basic embodiment of above-described embodiment, present embodiments providing further preferred embodiment is：System Unite comprising the following steps that of being performed during to the described menstrual period corresponding informance of user's push：
Obtain the shopping venue information of the transaction by selling equipment end identification；
Obtain the one or more in Business Information stored in system background memory, information on services, the businessman Information, information on services include geographical location information；
The shopping venue information and the geographical location information are matched, system judge both between away from From if the distance≤d, system pushes the Business Information and/or information on services corresponding to the geographical location information to user； Described≤d is preferably≤5000m, more preferably≤4000 meter, more preferably≤3000 meter, and more preferably≤2000 meter, more preferably≤ 1000 meters, more preferably≤500 meter.
For a specific example, shopping venue information when system gets customer transaction is Guangzhou West Tower, system meeting The one or more in Business Information, information on services are obtained in its holder, these information include geographical location information.System System can differentiate these geographical location information and the direct positional distance of shopping venue information, such as Business Information is real skill, ground Manage positional information to converge for flower city, then system can judge the positional distance that flower city converges between Guangzhou West Tower, and system judges to learn two The distance of person is less than 1000 meters, then system can push the Business Information to user.Remaining Business Information or information on services similarly may be used .
As a kind of embodiment more preferably, system performs as follows when pushing described menstrual period corresponding informance to user Step：
Judge whether type of merchandize is sanitary napkin；If so, then system pushes sliver educational information to user.The sliver religion Educate the information that information refers to helping user to understand sliver effect.It is another for helping user to understand when user selects sanitary napkin The situation of product.
Embodiment 5 (a kind of system that information gathering and/or push are carried out based on the user profile for selling equipment)
Correspondingly, the present invention also provides a kind of carries out information gathering and/or push based on the user profile for selling equipment System, as a kind of basic embodiment, the system includes：
For obtaining the first module of the user profile by selling equipment end identification；The user profile is the shopping of user At least one of information, biological information, user's characteristic information；
For to acquired user profile analyze the second module of user characteristics parameter；
Second module determines by the following method in analysis user characteristics parameter：
The shopping information for selling equipment and identifying and sending, biological information, user's characteristic information are obtained by server At least one of, described information is subjected to Classification and Identification, different information transmissions are calculated to algorithms of different module User characteristics parameter value；
With reference to above-mentioned basic embodiment, in another preferred embodiment, described system also includes being used for root The corresponding information for the user characteristics parameter value matching system background memory being calculated according to the second module go forward side by side row information push The 3rd module；
Preferably, the matching process is realized by the following method：
Data Identification is carried out according to the classification of user characteristics parameter, the number equally identified is carried in processor search holder According to storehouse and matched, processor recalls the information content in the database；
In a possible embodiment, described equipment of selling is automatic vending equipment；
It is described to sell the goods that equipment is sold and include female menstrual period product in further preferred embodiment；More Preferably, described female menstrual period product includes female menstrual period commodity or female menstrual period health products；It is highly preferred that the women Amenities is the one or more in sanitary napkin, tapon；
It is highly preferred that the feminine hygiene articles also include wet tissue.
Wherein among a kind of feasible embodiment, second module realizes that analysis method is calculated using artificial intelligence In method in regression algorithm, decision Tree algorithms, clustering algorithm, neural network algorithm, deep learning algorithm, reduction dimension algorithm extremely Few one kind.
Technology includes probe, web crawlers, Flume Architecture Analysis, Kafka used by the first module acquisition process One or more in framework.
With reference to above-mentioned all embodiments, in another preferred embodiment, the equipment also includes being used to obtain The mobile terminal identification information of user or the 4th module for obtaining user interface；
Preferably, described sell has the label previously generated in equipment；The label is with for the mobile terminal Collection；
Among some feasible embodiments, described label be optical signalling, radio signal, infrared signal, Digital watermark signal, audio signal or magnetic signal；More specifically, described optical signalling is one-dimension code, Quick Response Code or process The image information of data modulation；Possibly, the label is constant or variable；Equally likely, the label is to set Either goods selection course or the generation of goods payment process of standby wakeup process；
Preferably, it is mutual by mobile terminal after system acquisition customer mobile terminal connects identification information or obtains user interface It is dynamic, obtain at least one of biological information or user's characteristic information.
In specific application scenarios, user can obtain the biological information of user such as by the interaction with mobile terminal Voiceprint, finger print information etc.；Similarly, user's characteristic information can be obtained for example, by question and answer mechanism, situation of such as obtaining employment, wedding Love condition etc..
Preferably, the push carried out in the 3rd module is to be carried out by system to customer mobile terminal；Or institute It is to be carried out by system to the display screen of automatic vending equipment to state push.
It is that described shopping information includes goods in a kind of possible classification situation embodiment in the classification of information One or more in species, quantity purchase, time of payment, shopping site；The type of merchandize is at least sanitary napkin, cotton wool One or more in bar；The type of merchandize also includes wet tissue.
Preferably, the minimum quantity purchase unit of described sanitary napkin/tapon is 1/1；
Preferably, the user characteristics parameter includes user's physiology period parameters；User's physiology period parameters include menstrual period Judgment value；
Preferably, perform when calculating the menstrual period judgment value and such as give an order：
Obtain the shopping information by selling equipment end identification；System background server judges that the type of merchandize of shopping information is The no one of which for sanitary napkin or tapon, if it is 1 then to export menstrual period judgment value；If it is not, then export menstrual period judgment value For 0；
Or by being realized with giving an order：
Obtain the type of merchandize and quantity purchase information by selling equipment end identification；Judge whether type of merchandize is sanitary napkin Or the one of which of tapon, if then entering D2；If it is not, it is 0 then to export menstrual period judgment value；
Preferably, when the menstrual period judgment value is 1, the 3rd module pushes corresponding letter of default menstrual period to user Breath；Now, system corresponding module has been calculated menstrual period judgment value and has shown that user is in the conclusion in menstrual period for 1 and judgement, passes through Above-mentioned mark and matching process, the 3rd module push the information in holder in the database with respective identification to user.
In wherein a kind of mode classification of menstrual period corresponding informance, described menstrual period corresponding informance includes Business Information, clothes One or more in information of being engaged in；The Business Information is taxi Business Information, commodity Business Information, food Business Information In one or more；The information on services includes trip information on services, household services information, delivery service information, medical treatment clothes The one or more being engaged in information, entertainment service information；
On the method for pushing of the 3rd module, this technology covers following preferred embodiment, including：
When the menstrual period judgment value is 1, described menstrual period corresponding informance is pushed to user on the day of the 3rd module；Again Or the 3rd module was from the same day, described menstrual period corresponding informance is pushed within continuous m days to user, wherein m ∈ N* and m≤ 9；It is preferred that m≤7 or m≤5；
Or when the menstrual period judgment value is 1, the 3rd module pushes to user and changes prompting message；More preferably Ground, for every 1~5 hour once, preferably 1~4 hour once, more preferably 1~3 hour for the push frequency for changing prompting message Once, more preferably 2~3 hours once；
Or the system also includes place matching module, the place matching module, the place matching module will One or more in Business Information that the shopping venue information prestores with system or real-time, information on services are matched, The Business Information, information on services include geographical location information；
The matching module judges the distance of the shopping site and the geographical location information, if the distance≤d, System pushes the Business Information and/or information on services corresponding to the geographical location information to user；Described≤d is preferably≤ 5000m, more preferably≤4000 meter, more preferably≤3000 meter, more preferably≤2000 meter, more preferably≤1000 meter, more preferably≤ 500 meters；
This part embodiment such as previous embodiment 4 is corresponding, is not repeated herein.
Preferably, the 3rd described module includes sliver educational information pushing module, if the type of merchandize of the acquisition is Sanitary napkin, then push sliver educational information to user.
Due to the system and above method implementation process, technical problems to be solved, and the technique effect phase reached It is corresponding, it is not repeated herein.
Above-mentioned embodiment is only the preferred embodiment of the present invention, it is impossible to the scope of protection of the invention is limited with this, The change and replacement for any unsubstantiality that those skilled in the art is done on the basis of the present invention belong to institute of the present invention Claimed scope.

Claims (11)

1. based on the method for selling equipment progress information gathering and/or push, it is characterised in that methods described includes：
S1：Obtain by sell equipment end identification the shopping information of user, biological information, at least one in user's characteristic information Kind；
S2：System background server is according to information analysis user characteristics parameter acquired in S1；
Preferably, the user characteristics parameter determines by the following method：
Obtained by server in the shopping information for selling equipment and identifying and sending, biological information, user's characteristic information At least one, described information is subjected to Classification and Identification, different information transmissions to algorithms of different module are carried out that user is calculated Characteristic ginseng value；
Preferably, described method also includes S3：The user characteristics parameter value that system background processor is calculated according to S2 The corresponding information of match system background memory go forward side by side row information push；
Preferably, the matching process is realized by the following method：
Data Identification is carried out according to the classification of user characteristics parameter, the database equally identified is carried in processor search holder And matched, processor recalls the information content in the database；
Preferably, described equipment of selling is automatic vending equipment；
Preferably, it is described to sell the goods that equipment is sold and include female menstrual period product；It is highly preferred that described female menstrual period production Product include female menstrual period commodity or female menstrual period takes product；It is highly preferred that the female menstrual period commodity are sanitary napkin, health One or more in sliver, in dysmenorrhea plaster；It is highly preferred that it is female menstrual period health products or female that described female menstrual period, which takes product, Property menstrual period food；
It is highly preferred that described goods also includes wet tissue；
Preferably, obtained in the S1 includes probe, web crawlers, Flume by the used technology for selling equipment end identification One or more in Architecture Analysis, Kafka frameworks；
Preferably, algoritic module uses intelligent algorithm in the S2；
It is highly preferred that the intelligent algorithm includes regression algorithm, decision Tree algorithms, clustering algorithm, neural network algorithm, depth Spend learning algorithm, reduce at least one of dimension algorithm.
2. the method as described in claim 1, it is characterised in that methods described also includes the mobile terminal identification letter for obtaining user Breath obtains user interface；
Preferably, the mobile terminal identification information of described acquisition user or acquisition user interface are real in the following manner It is existing：Mobile terminal device is in the label for selling and gathering and previously generating in equipment；
Preferably, described label be optical signalling, radio signal, infrared signal, digital watermark signal, audio signal or Magnetic signal；
Preferably, described optical signalling is one-dimension code, Quick Response Code or the image information by data modulation；
Preferably, the label is constant or variable；
Preferably, the label is that either goods selection course or goods payment process generate in equipment wakeup process；
Preferably, it is further comprising the steps of after obtaining customer mobile terminal and connecing identification information or obtain user interface：Pass through shifting Dynamic terminal is interactive, obtains at least one of biological information or user's characteristic information.
Preferably, the push carried out in the S3 is to be carried out by system to customer mobile terminal；Or the push is logical Cross what system was carried out to the display screen of automatic vending equipment.
3. the method as described in claim 1, it is characterised in that the shopping information of the user includes type of merchandize, purchase number One or more in amount, time of payment, shopping site；
Preferably, the type of merchandize is at least the one or more in sanitary napkin, tapon；
Preferably, the minimum quantity purchase unit of described sanitary napkin/tapon is 1/1.
4. the method as described in claim 1, it is characterised in that the user characteristics parameter includes user's physiology period parameters；Institute Stating user's physiology period parameters includes menstrual period judgment value.
5. method as claimed in claim 4, it is characterised in that perform when calculating the menstrual period judgment value and such as give an order：
Obtain the shopping information by selling equipment end identification；Whether the type of merchandize for judging shopping information is sanitary napkin or cotton wool The one of which of bar, if it is 1 then to export menstrual period judgment value；If it is not, it is 0 then to export menstrual period judgment value；
Or perform and such as give an order：
D1：Obtain the type of merchandize and quantity purchase information by selling equipment end identification；Judge whether type of merchandize is sanitary napkin Or the one of which of tapon, if then entering D2；If it is not, it is 0 then to export menstrual period judgment value；
D2：Judge whether quantity purchase is less than or equal to 2, if it is 1 then to export menstrual period judgment value；Judge if it is not, then exporting menstrual period It is worth for 0.
6. method as claimed in claim 5, it is characterised in that when the menstrual period judgment value is 1, system pushes pre- to user If menstrual period corresponding informance；
Preferably, described menstrual period corresponding informance includes the one or more in Business Information, information on services；
It is highly preferred that the Business Information is one kind in taxi Business Information, commodity Business Information, food Business Information It is or a variety of；
It is highly preferred that the information on services includes trip information on services, household services information, delivery service information, medical services One or more in information, entertainment service information；
It is highly preferred that when the menstrual period judgment value is 1, described menstrual period corresponding informance is pushed to user on the day of system；And or Person, system pushed described menstrual period corresponding informance, wherein m ∈ N* and m≤9 to user in continuous m days from the same day；It is preferred that m≤7 Or m≤5；
It is highly preferred that when the menstrual period judgment value is 1, system can push to user and change prompting message；It is it is highly preferred that described For every 1~5 hour once, preferably 1~4 hour once, and more preferably 1~3 hour once, more for the push frequency of replacing prompting message It is preferred that 2~3 hours once；
It is highly preferred that when the menstrual period judgment value is 1, pth of the system from the same day appoints one day or multiple days in g days, pushes away Send first kind presupposed information；Preferably, described first kind presupposed information is to go on a tour in information, cuisines information, gynaecology's information It is one or more；Preferably, described p is any natural number in 5 to 7, and described g is any natural number in 13 to 14；
It is highly preferred that when the menstrual period judgment value is 1, appoints one day or multiple days in a to b days of the system from the same day, push away Send the second class presupposed information；Preferably, the second described class presupposed information is in skin care information, body-building information, gynaecology's information It is one or more；Preferably, described a is any natural number in 14 to 16, and described b is any nature in 15 to 18 Number；
It is highly preferred that when the menstrual period judgment value is 1, appoints one day or multiple days in c to d days of the system from the same day, push away Send the 3rd class presupposed information；Preferably, the 3rd described class presupposed information is to help in pregnant information, beauty information, nutriment information One or more；Preferably, described c is any natural number in 17 to 19, and d is any natural number in 25 to 28.
7. method as claimed in claim 6, it is characterised in that system performs when pushing described menstrual period corresponding informance to user Following steps：
Obtain the shopping venue information of the transaction by selling equipment end identification；
One or more in acquisition system background memory in stored Business Information, information on services, the Business Information, Information on services includes geographical location information；
The shopping venue information and the geographical location information are matched, judge both the distance between, if described Distance≤d, then system the Business Information and/or information on services corresponding to the geographical location information are pushed to user；Described≤d Preferably≤5000m, more preferably≤4000 meter, more preferably≤3000 meter, more preferably≤2000 meter, more preferably≤1000 meter, more It is preferred that≤500 meters, more preferably≤200 meter.
8. method as claimed in claim 6, it is characterised in that performed when pushing described menstrual period corresponding informance to user as follows Step：
Judge whether type of merchandize is sanitary napkin；If so, then push sliver educational information to user.
9. the method as described in claim 1, it is characterised in that the biological information of the user includes body weight information, height is believed One or more in breath, voiceprint, face information, finger print information.
10. the method as described in claim 1, it is characterised in that the user's characteristic information includes being engaged in industry, Yong Hunian One or more in age, schooling, hobby, love and marriage state, Income situation, physiological period reaction.
11. the system that information gathering and/or push are carried out based on the user profile for selling equipment, it is characterised in that the system Including：
For obtaining the first module of the user profile by selling equipment end identification；The user profile is believed for the shopping of user At least one of breath, biological information, user's characteristic information；
For to acquired user profile analyze the second module of user characteristics parameter；
Preferably, second module determines by the following method in analysis user characteristics parameter：
Obtained by server in the shopping information for selling equipment and identifying and sending, biological information, user's characteristic information At least one, described information is subjected to Classification and Identification, different information transmissions to algorithms of different module are carried out that user is calculated Characteristic ginseng value；
Preferably, after described system also includes the user characteristics parameter value matching system for being calculated according to the second module The corresponding information of platform memory go forward side by side row information push the 3rd module；
Preferably, the matching process is realized by the following method：
Data Identification is carried out according to the classification of user characteristics parameter, the database equally identified is carried in processor search holder And matched, processor recalls the information content in the database；
Preferably, described equipment of selling is automatic vending equipment；
Preferably, the goods that the automatic vending equipment is sold includes female menstrual period product；It is highly preferred that described women warp Phase product includes female menstrual period commodity or female menstrual period takes product；It is highly preferred that the female menstrual period commodity be sanitary napkin, One or more in tapon, dysmenorrhea plaster；It is highly preferred that described female menstrual period take product for female menstrual period health products or Female menstrual period food；
It is highly preferred that described goods also includes wet tissue；
Preferably, used by the first module acquisition process technology include probe, web crawlers, Flume Architecture Analysis, One or more in Kafka frameworks；
Preferably, second module realizes that analysis method uses intelligent algorithm；
It is highly preferred that the intelligent algorithm includes regression algorithm, decision Tree algorithms, clustering algorithm, neural network algorithm, depth Spend learning algorithm, reduce at least one of dimension algorithm.
Preferably, the equipment also includes being used for the 4th of the mobile terminal identification information or acquisition user interface for obtaining user Module；
Preferably, described sell has the label previously generated in equipment；The label is gathered with for the mobile terminal；
Preferably, described label be optical signalling, radio signal, infrared signal, digital watermark signal, audio signal or Magnetic signal；
Preferably, described optical signalling is one-dimension code, Quick Response Code or the image information by data modulation；
Preferably, the label is constant or variable；
Preferably, the label is that either goods selection course or goods payment process generate in equipment wakeup process；
Preferably, after system acquisition customer mobile terminal connects identification information or obtains user interface, by mobile terminal interdynamic, obtain Obtain at least one of biological information or user's characteristic information.
Preferably, the push carried out in the 3rd module is to be carried out by system to customer mobile terminal；Or described push away Send is to be carried out by system to the display screen of automatic vending equipment.
Preferably, described shopping information includes type of merchandize, quantity purchase, time of payment, one kind in shopping site or more Kind；
Preferably, the type of merchandize is at least the one or more in sanitary napkin, tapon；
Preferably, the minimum quantity purchase unit of described sanitary napkin/tapon is 1/1；
Preferably, the user characteristics parameter includes user's physiology period parameters；User's physiology period parameters judge including menstrual period Value；
Preferably, perform when calculating the menstrual period judgment value and such as give an order：
Obtain the shopping information by selling equipment end identification；System background server judge shopping information type of merchandize whether be The one of which of sanitary napkin or tapon, if it is 1 then to export menstrual period judgment value；If it is not, it is 0 then to export menstrual period judgment value；
Or by being realized with giving an order：
Obtain the type of merchandize and quantity purchase information by selling equipment end identification；Judge whether type of merchandize is sanitary napkin or defends The one of which of raw sliver, if then entering D2；If it is not, it is 0 then to export menstrual period judgment value；
Judge whether quantity purchase is less than or equal to 2, if it is 1 then to export menstrual period judgment value；If it is not, then output menstrual period judgment value is 0；
Preferably, when the menstrual period judgment value is 1, the 3rd module pushes default menstrual period corresponding informance to user；
Preferably, described menstrual period corresponding informance includes the one or more in Business Information, information on services；
It is highly preferred that the Business Information is one kind in taxi Business Information, commodity Business Information, food Business Information It is or a variety of；
It is highly preferred that the information on services includes trip information on services, household services information, delivery service information, medical services One or more in information, entertainment service information；
Believe it is highly preferred that being corresponded to when the menstrual period judgment value is 1, on the day of the 3rd module to user's push described menstrual period Breath；Or the 3rd module pushed described menstrual period corresponding informance, wherein m ∈ N* to user in continuous m days from the same day And m≤9；It is preferred that m≤7 or m≤5；
It is highly preferred that when the menstrual period judgment value is 1, the 3rd module pushes to user and changes prompting message；More preferably Ground, for every 1~5 hour once, preferably 1~4 hour once, more preferably 1~3 hour for the push frequency for changing prompting message Once, more preferably 2~3 hours once；
It is highly preferred that when the menstrual period judgment value is 1, pth of the system from the same day appoints one day or multiple days in g days, pushes away Send first kind presupposed information；Preferably, described first kind presupposed information is to go on a tour in information, cuisines information, gynaecology's information It is one or more；Preferably, described p is any natural number in 5 to 7, and described g is any natural number in 13 to 14；
It is highly preferred that when the menstrual period judgment value is 1, any day in a to b days of the system from the same day, push second Class presupposed information；Preferably, the second described class presupposed information be skin care information, body-building information, one kind in gynaecology's information or It is a variety of；Preferably, described a is any natural number in 14 to 16, and described b is any natural number in 15 to 18；
It is highly preferred that when the menstrual period judgment value is 1, any day in c to d days of the system from the same day, push the 3rd Class presupposed information；Preferably, the 3rd described class presupposed information is the one kind helped in pregnant information, beauty information, nutriment information It is or a variety of；Preferably, described c is any natural number in 17 to 19, and d is any natural number in 25 to 28.
Preferably, the system also includes place matching module, and the place matching module, the place matching module is by described in One or more in Business Information that shopping venue information prestores with system or real-time, information on services are matched, described Business Information, information on services include geographical location information；
The matching module judges the distance of the shopping site and the geographical location information, if the distance≤d, system The Business Information and/or information on services corresponding to the geographical location information are pushed to user；Described≤d preferably≤5000 Rice, more preferably≤4000 meter, more preferably≤3000 meter, more preferably≤2000 meter, more preferably≤1000 meter, more preferably≤500 Rice；, more preferably≤200 meter；
Preferably, the 3rd described module includes sliver educational information pushing module, if the type of merchandize of the acquisition is health Towel, then push sliver educational information to user.
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