CN110232458A - A kind of vaccine retrospect reservation system based on big data - Google Patents
A kind of vaccine retrospect reservation system based on big data Download PDFInfo
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- CN110232458A CN110232458A CN201910527492.2A CN201910527492A CN110232458A CN 110232458 A CN110232458 A CN 110232458A CN 201910527492 A CN201910527492 A CN 201910527492A CN 110232458 A CN110232458 A CN 110232458A
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/90—Details of database functions independent of the retrieved data types
- G06F16/95—Retrieval from the web
- G06F16/953—Querying, e.g. by the use of web search engines
- G06F16/9535—Search customisation based on user profiles and personalisation
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/90—Details of database functions independent of the retrieved data types
- G06F16/95—Retrieval from the web
- G06F16/953—Querying, e.g. by the use of web search engines
- G06F16/9536—Search customisation based on social or collaborative filtering
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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
- G06Q10/00—Administration; Management
- G06Q10/02—Reservations, e.g. for tickets, services or events
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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
- G06Q30/018—Certifying business or products
- G06Q30/0185—Product, service or business identity fraud
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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
- G06Q50/00—Systems or methods specially adapted for specific business sectors, e.g. utilities or tourism
- G06Q50/10—Services
- G06Q50/26—Government or public services
- G06Q50/265—Personal security, identity or safety
Abstract
The invention discloses a kind of, and the vaccine based on big data traces reservation system, belongs to big data technical field.It include: retrospect platform and pre- fixed platform；Platform connection vaccine producer, logistics company and hospital are traced, monitoring production of vaccine, transport, storage and service condition help vaccine producer to formulate production decision；Pre- fixed platform connection hospital and user, the vaccine information that the shared retrospect platform of pre- fixed platform obtains, it helps user's registration personal information and the predetermined application of vaccine inoculation is proposed to hospital by pre- fixed platform, and user can inquire vaccine Life cycle information by pre- fixed platform, true and false to vaccine to check.The present invention provides profession and transparent vaccine retrospect, reservation service platform for the public; the information of vaccine Life cycle links can be traced; so that vaccine information more transparence, solves the public to problems caused by vaccine trust crisis, the behavior of supervision and specification vaccine relevant enterprise.
Description
Technical field
The invention belongs to big data technical fields, and in particular to a kind of vaccine retrospect reservation system based on big data.
Background technique
Recently, as false vaccine and expired vaccine event are produced in succession, the safety problem of state's intradermal vaccine is had become for the whole people
Focus of attention." the vaccine event " that the country takes place frequently causes the public to " trust crisis " of state's intradermal vaccine, also causes to go to every year
The number of port vaccine inoculation gradually increases.But, it is contemplated that round-trip expense, most people do not have the item for vaccine inoculation of going to Hongkong
Part, and the safety problem of vaccine is the major issue concerning public health and governmental authority, therefore the life of specification vaccine related industry
Production behavior constructs transparent production of vaccine-transport-relevant supervisory system of storage-use, is that the remodeling public believes state's intradermal vaccine
The key of the heart.For the safety for guaranteeing vaccine, the public is eliminated to the trust crisis of vaccine, promotes the good of domestic production of vaccine enterprise
Sexual development, it is necessary to research and develop a kind of vaccine information monitoring system, control vaccine in real time from factory to all letters in use process
Breath, so that vaccine information transparence, to achieve the purpose that service the public and supervision relevant enterprise.
Summary of the invention
It is an object of the invention to: a kind of vaccine retrospect reservation system based on big data is provided, solves current state
Intradermal vaccine information is not transparent enough and the public is to problems caused by vaccine trust crisis.
The technical solution adopted by the invention is as follows:
A kind of vaccine retrospect reservation system based on big data, comprising: retrospect platform and pre- fixed platform；
It traces platform and connects vaccine producer, for receiving the production of vaccine information of vaccine producer offer；
It traces platform and connects logistics company, dispatch from the factory the logistics information into hospital's transportational process for monitoring vaccine；
It traces platform and connects hospital, for receiving hospital's vaccine storage condition and service condition；
Pre- fixed platform connects user, for receiving the vaccine inoculation predetermined information of user, connects for user feedback hospital vaccine
The predetermined examination & approval situation of kind；
Pre- fixed platform connects hospital, for providing the vaccine inoculation predetermined information of user for hospital, receives hospital's feedback
The predetermined examination & approval situation of vaccine inoculation；
The retrospect platform is connect with the pre- fixed platform, and user can check that all retrospect platforms connect by pre- fixed platform
The vaccine relevant information received.
Further, in the retrospect platform:
Production of vaccine information includes: vaccine title, product batch number, manufacturer, date of manufacture and the certificate of competency；
Logistics information includes: logistics company title, logistics odd numbers, logistics multidate information and transportation environment；
Hospital's vaccine storage condition includes: storage hospital name, storage vaccine title, storage vaccine lot number, storage vaccine
Amount, storage vaccine date and storage vaccine environment；
Hospital's vaccine service condition include: using vaccine title, using vaccine lot number, using the vaccine time, using user
Information.
Further, the vaccine inoculation predetermined information of the user includes: vaccine title, vaccine lot number, manufacturer, connects
Kind hospital and inoculation time information.
Further, the retrospect platform can feed back hospital's vaccine storage condition and service condition, side for vaccine producer
Vaccine producer is helped to optimize production of vaccine scheme.
Further, the pre- fixed platform is according to userspersonal information, the storage of hospital's vaccine and service condition, vaccine producer
Selection is periodically recommended in vaccine inoculation information needed for the condition of production, vaccine traffic condition are pushed to user and user's vaccine inoculation in advance
It is inoculated with hospital and inoculation time.
Further, the pre- fixed platform can carry out true and false examination to vaccine for user, check production of vaccine, transport,
Storage and the vaccine information for using overall process.
In conclusion by adopting the above-described technical solution, the beneficial effects of the present invention are:
1. a kind of vaccine based on big data traces reservation system, platform is traced by vaccine, monitors production of vaccine-fortune
The overall process information that defeated-storage-uses, is checked for supervision department, reinforces the supervision control to vaccine, promotes vaccine producer
Benign development guarantees the safety of vaccine.
It, can tracing and positioning problem epidemic disease through the invention 2. when vaccine in use damages public health
Seedling, the problem vaccine of determination are in production, transport, storage or to use unqualified situation caused by link, are called to account for problem vaccine
Foundation is provided；Each problem vaccine inoculation user is positioned simultaneously, is provided safeguard for successive treatment.
3. tracing platform by vaccine in the present invention feeds back to production of vaccine in the storage of hospital and service condition for vaccine
Producer helps producer to optimize production of vaccine scheme, keeps production of vaccine, storage and the dynamic equilibrium used, controls cost, improves
Production of vaccine efficiency and the quality of production.
4. user can pre- fixed platform through the invention to whole vaccines in production of vaccine-transport-storage-use process
Information is inquired, and carries out true and false examination to vaccine, so that vaccine information transparence, enhances understanding of the public to vaccine, eliminate
Trust crisis of the public to vaccine.
5. user proposes the predetermined application of vaccine inoculation to hospital by pre- fixed platform, and predetermined application approval situation is fed back
To user, user apply can successfully inquiring all information in predetermined production of vaccine-transport-storing process, make a reservation for simultaneously
Platform according to userspersonal information, hospital's vaccine storage and service condition, the vaccine producer condition of production, vaccine traffic condition to
Selection inoculation hospital and inoculation time are periodically recommended in vaccine inoculation information needed for family pushes and user's vaccine inoculation in advance, facilitate use
Family is to the understanding of vaccine inoculation and the progress of inoculation work.
Detailed description of the invention
In order to illustrate the technical solution of the embodiments of the present invention more clearly, below will be to needed in the embodiment attached
Figure is briefly described, it should be understood that the following drawings illustrates only certain embodiments of the present invention, therefore is not construed as pair
The restriction of range for those of ordinary skill in the art without creative efforts, can also be according to this
A little attached drawings obtain other relevant attached drawings, in which:
Fig. 1 is a kind of predetermined platform framework figure of vaccine retrospect based on big data；
Fig. 2 is the production of vaccine hum pattern that vaccine producer of the present invention provides；
Fig. 3 is the vaccine logistics information figure that logistics company of the present invention provides；
Fig. 4 is the vaccine storage hum pattern that hospital of the present invention provides；
Fig. 5 is the vaccine use information figure that hospital of the present invention provides；
Fig. 6 is user's vaccine inoculation predetermined information figure of the present invention.
Specific embodiment
In order to make the objectives, technical solutions, and advantages of the present invention clearer, with reference to the accompanying drawings and embodiments, right
The present invention is further elaborated.It should be appreciated that described herein, specific examples are only used to explain the present invention, not
For limiting the present invention, i.e., described embodiments are only a part of the embodiments of the present invention, instead of all the embodiments.It is logical
The component for the embodiment of the present invention being often described and illustrated herein in the accompanying drawings can be arranged and be designed with a variety of different configurations.
Therefore, the detailed description of the embodiment of the present invention provided in the accompanying drawings is not intended to limit below claimed
The scope of the present invention, but be merely representative of selected embodiment of the invention.Based on the embodiment of the present invention, those skilled in the art
Member's every other embodiment obtained without making creative work, shall fall within the protection scope of the present invention.
It should be noted that the relational terms of term " first " and " second " or the like be used merely to an entity or
Operation is distinguished with another entity or operation, and without necessarily requiring or implying between these entities or operation, there are any
This actual relationship or sequence.Moreover, the terms "include", "comprise" or its any other variant be intended to it is non-exclusive
Property include so that include a series of elements process, method, article or equipment not only include those elements, but also
Further include other elements that are not explicitly listed, or further include for this process, method, article or equipment it is intrinsic
Element.In the absence of more restrictions, the element limited by sentence "including a ...", it is not excluded that including described
There is also other identical elements in the process, method, article or equipment of element.
A kind of vaccine retrospect reservation system based on big data, comprising: retrospect platform and pre- fixed platform；
As shown in Figure 1:
It traces platform and connects vaccine producer, for receiving the production of vaccine information of vaccine producer offer；
It traces platform and connects logistics company, dispatch from the factory the logistics information into hospital's transportational process for monitoring vaccine；
It traces platform and connects hospital, for receiving hospital's vaccine storage condition and service condition；
Pre- fixed platform connects user, for receiving the vaccine inoculation predetermined information of user, connects for user feedback hospital vaccine
The predetermined examination & approval situation of kind；
Pre- fixed platform connects hospital, for providing the vaccine inoculation predetermined information of user for hospital, receives hospital's feedback
The predetermined examination & approval situation of vaccine inoculation；
The retrospect platform is connect with the pre- fixed platform, and user can check that all retrospect platforms connect by pre- fixed platform
The vaccine relevant information received.
Specifically, as shown in Fig. 2, Fig. 3, Fig. 4 and Fig. 5, the process that retrospect platform obtains vaccine information is as follows:
Production information: retrospect platform obtains vaccine producer production of vaccine relevant information；Since vaccine carries out production, retrospect
The production information of platform just start recording vaccine, including vaccine title, vaccine lot number, manufacturer, date of manufacture and the quality certification
Equal effective informations are accomplished to put on record to every a collection of vaccine, while carrying out to the production environment factor in vaccine production process standby
Note, such as environment temperature, humidity, it is ensured that not only monitored the static information of vaccine, prison also is played to vaccine multidate information
Control effect；
Logistics information: retrospect platform obtain logistics company provide vaccine dispatch from the factory into hospital's transportational process logistics correlation letter
Breath；Retrospect platform records the logistics information after every a collection of vaccine factory, it is main include the logistics company title that transportation service is provided,
The static informations such as logistics odd numbers, while logistics multidate information in transportational process is monitored, vaccine dynamic position, Yi Jiyun are grasped at any time
Transportation environment during defeated, such as temperature and humidity factor ensure vaccine transportation safety；
Storage condition: hospital provides the storage condition of vaccine for retrospect platform；After tracing platform record vaccine arrival hospital
The storage information saved, title, the title of storage vaccine including record storage hospital, the lot number for storing vaccine, storage
The total amount of vaccine, the date for storing vaccine and the environmental factor for storing vaccine grasp every a collection of vaccine in the storage shape of hospital
State；
Service condition: hospital provides the service condition of vaccine for retrospect platform；After tracing platform record vaccine arrival hospital
For the use information of inoculation, including record using vaccine title, using vaccine lot number, using the vaccine time and use vaccine
User information.
The vaccine Life cycle information that retrospect platform is provided by integrating vaccine producer, logistics company and hospital, nothing
By there is what situation, the relevant all information of some vaccine can be tracked immediately by tracing platform, so that production of vaccine-
The supervision to vaccine is reinforced in transport-storage-use information transparence；When going wrong vaccine, retrospect platform can
Orientation problem vaccine at once traces source, and by vaccine information provided by analysis retrospect platform, the problem vaccine of finding out is asked
Where the link of topic, pointedly implementing measure, while the source of retrospect problem vaccine is not positioned by retrospect platform only up,
And can tracing problem vaccine downwards flow direction, the inoculation people of relevant issues vaccine is found out from the vaccine use information of record
Group, provides safeguard for successive treatment, loss is preferably minimized；Retrospect platform collects and analyzes vaccine in the storage and use of hospital
Situation can also help production of vaccine producer to optimize production of vaccine scheme, so that the production of vaccine and the inventory of vaccine keep dynamic
State balance, reduces production cost, improves production of vaccine efficiency and the quality of production.
The vaccine retrospect platform is provided to related supervision department and uses, and is monitored to the Life cycle of vaccine,
To supervise the benign development of vaccine enterprise, guarantee vaccine quality, guarantees public health.
The pre- fixed platform provides vaccine inoculation predetermined application for user, checks that production of vaccine-transport-storage-use is complete
The vaccine information of life cycle, it is true and false to vaccine to check；According to userspersonal information, the storage of hospital's vaccine and use feelings
Vaccine inoculation information needed for condition, the vaccine producer condition of production, vaccine traffic condition are pushed to user and user's vaccine inoculation are pre-
Selection inoculation hospital and inoculation time are recommended in timing.
Specifically, pre- fixed platform is connect with retrospect platform, the vaccine relevant information that shared retrospect platform receives；It allocates in advance
Platform towards the public, user according to pre- fixed platform prompt fill in personal information carry out Account Registration, log in personal account can to appoint
The relevant information of meaning vaccine is inquired, including vaccine from production, transport, storage to the Life cycle information used, really
Accomplish that vaccine information to public transparence, enhances control of the public to vaccine information, user can be by pre- fixed platform to vaccine
It is true and false checked, eliminate the public to the trust crisis of vaccine.
As shown in fig. 6, user passes through vaccine inoculation title, epidemic disease needed for predetermined platform selecting itself according to individual demand
Seedling lot number, production of vaccine producer, inoculation hospital and inoculation time, pre- fixed platform judge that user proposes according to userspersonal information
Vaccine inoculation application it is whether reasonable, such as occur when age factor conflicts with vaccine inoculation prompt user application it is unreasonable and will
Application is rejected；When pre- fixed platform is judged as that application is reasonable, based on the hospital's vaccine storage itself obtained and use information, divide first
Analysis judges the scheduled inoculation hospital vaccine storage condition of user, if there is required vaccine amount of storage, proposes that vaccine connects to the hospital
The predetermined application of kind；If prompting user to change inoculation hospital or change inoculation time, and make a reservation for without required vaccine amount of storage
Platform also can judge that each hospital's vaccine is deposited according to each hospital's vaccine storage condition, the vaccine producer condition of production and vaccine traffic condition
The dynamic change for storing up situation is that user provides vaccine inoculation predetermined application recommendation inoculation hospital or inoculation time, facilitates user
Vaccine inoculation is predetermined；When hospital, which receives vaccine inoculation, makes a reservation for application, hospital's processing, which is examined, simultaneously to be fed back to result predetermined
Platform, pre- fixed platform feed back to user again, and at the same time, user can be inquired after making a reservation for successfully by pre- fixed platform to be made a reservation for
All information in production of vaccine-transport-storing process.
Further, pre- fixed platform by analysis userspersonal information, combined vaccine hospital storage and service condition,
Vaccine information can be pushed to user in due course, user is allowed to grasp vaccine information whenever and wherever possible
The present invention for Equipment Foundations, is calculated with mobile terminal (such as smart phone) in conjunction with big data analysis algorithm and machine learning
Method, research people are to the demand for services for being inoculated with domestic vaccine；Vaccine service platform is established, provides profession and transparent epidemic disease to be public
The mobile service platform APP for the link informations such as seedling is predetermined, vaccine is traced to the source, it is user-friendly.
Feature and performance of the invention are described in further detail below with reference to embodiment.
Embodiment
A kind of vaccine based on big data that present pre-ferred embodiments provide traces reservation system: in big data
Spark is analyzed in real time and off-line analysis combines, and monitors vaccine, services user；Mass data is carried out with cloud data engine
Storage and analytical technology, each layer are all made of distributed type assemblies mode and construct, and Distributed Message Queue is applied to spatial data
Among service, to reduce the degree of coupling, extended capability is improved, and buffer to the request instantaneously to increase sharply.
It traces platform to trace problem vaccine: carrying out merit Automatic feature recognition with deep neural network technology, will receive
The partial data collected trains a set of automatic identification using depth convolutional neural networks recognizer and asks as training sample
Inscribe the set of rule of vaccine characteristics；Case type is carried out with natural language processing technique and element identification information entropy clusters skill
Art obtains data by high speed and analyzes it and excavate, more effectively extracts in the data source different from magnanimity form
Information out rich in value.
Pre- fixed platform pushes vaccine information according to userspersonal information: combining with machine learning and big data and carries out personage
Portrait realizes that age bracket vaccine accurately pushes, and carries out data mining to user data by the off-line analysis in big data, then
In conjunction with Mahout collaborative filtering, accurately push between different users.
The foregoing is merely illustrative of the preferred embodiments of the present invention, the protection scope being not intended to limit the invention, any
Those skilled in the art within the spirit and principles in the present invention made by any modifications, equivalent replacements, and improvements etc.,
It should all be included in the protection scope of the present invention.
Claims (6)
1. a kind of vaccine based on big data traces reservation system characterized by comprising retrospect platform and pre- fixed platform；
It traces platform and connects vaccine producer, for receiving the production of vaccine information of vaccine producer offer；
It traces platform and connects logistics company, dispatch from the factory the logistics information into hospital's transportational process for monitoring vaccine；
It traces platform and connects hospital, for receiving hospital's vaccine storage condition and service condition；
Pre- fixed platform connects user, is that the vaccine inoculation of user feedback hospital is pre- for receiving the vaccine inoculation predetermined information of user
Surely situation is examined；
Pre- fixed platform connects hospital, for providing the vaccine inoculation predetermined information of user for hospital, receives the vaccine of hospital's feedback
The predetermined examination & approval situation of inoculation；
The retrospect platform is connect with the pre- fixed platform, and user can check that all retrospect platforms are received by pre- fixed platform
Vaccine relevant information.
2. a kind of vaccine based on big data according to claim 1 traces reservation system, which is characterized in that the retrospect
In platform:
Production of vaccine information includes: vaccine title, product batch number, manufacturer, date of manufacture and the certificate of competency；
Logistics information includes: logistics company title, logistics odd numbers, logistics multidate information and transportation environment；
Hospital's vaccine storage condition includes: storage hospital name, storage vaccine title, storage vaccine lot number, storage amount of vaccine, deposits
Store up vaccine date and storage vaccine environment；
Hospital's vaccine service condition include: using vaccine title, using vaccine lot number, using the vaccine time, using user information.
3. a kind of vaccine based on big data according to claim 1 traces reservation system, it is characterised in that: the user
Vaccine inoculation predetermined information include: vaccine title, vaccine lot number, manufacturer, inoculation hospital and inoculation time information.
4. a kind of vaccine based on big data according to claim 1 traces reservation system, it is characterised in that: the retrospect
Platform can feed back hospital's vaccine storage condition and service condition for vaccine producer, and vaccine producer is helped to optimize production of vaccine side
Case.
5. a kind of vaccine based on big data according to claim 1 traces reservation system, it is characterised in that: described predetermined
Platform according to userspersonal information, hospital's vaccine storage and service condition, the vaccine producer condition of production, vaccine traffic condition to
Selection inoculation hospital and inoculation time are periodically recommended in vaccine inoculation information needed for family pushes and user's vaccine inoculation in advance.
6. a kind of vaccine based on big data according to claim 1 traces reservation system, it is characterised in that: described predetermined
Platform can carry out true and false examination to vaccine for user, check production of vaccine, transport, storage and believed using the vaccine of overall process
Breath.
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Application publication date: 20190913 |