CN109034963A - A kind of shared bicycle monitoring and managing method based on big data - Google Patents
A kind of shared bicycle monitoring and managing method based on big data Download PDFInfo
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- CN109034963A CN109034963A CN201810779205.2A CN201810779205A CN109034963A CN 109034963 A CN109034963 A CN 109034963A CN 201810779205 A CN201810779205 A CN 201810779205A CN 109034963 A CN109034963 A CN 109034963A
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Abstract
The present invention provides a kind of shared bicycle monitoring and managing method based on big data, which effectively introduces user and supervision department's team surveillance, to improve the efficiency of supervision and management, the violation for having prevented shared bicycle to the full extent is launched;In addition, the client that user's measure of supervision of the invention is developed based on the service provider of shared bicycle, it is only necessary to which exploitation or open supervision interface are not necessarily to the special application program of user installation, reduce the occupancy to user terminal memory space;Finally, can supervise to different shared bicycle service providers only by the supervision interface, its corresponding service provider can only be supervised by being not limited to a client, to substantially increase the supervisory efficiency to shared bicycle service provider.
Description
Technical field
The technical field supervised this application involves big data and shared bicycle more particularly to a kind of sharing based on big data
Bicycle monitoring and managing method.
Background technique
Shared bicycle refers to that enterprise mentions in campus, subway station, bus station, residential block, shopping centre, common service area etc.
It is a kind of timesharing leasehold mode for bicycle bicycle shared service.Shared bicycle is a kind of shared economy of novel environment friendly.It is shared single
Vehicle is substantially a kind of novel livery business-Cycle Hire business, rely primarily on carrier be (bicycle) voluntarily
Vehicle.City dispirited situation of bring cycling trip due to quick economic development can be made full use of very much;It is maximized to utilize
Public way percent of pass.
Shared bicycle is plugged into for the purpose of transfer and short distance trip by providing citizen's public transport, the bicycle that more people use
Service system is the component part of city Slow transport system.The dispensing that bicycle is shared in city at present has the following deficiencies: shared
The excessive blowout of bicycle supply volume has not only been broken original urban road non-motor vehicle and has been parked and management order, but also shared
Bicycle is disorderly parked, brought problem of disorderly riding and contradiction are continuous;Shared bicycle is invested in the hot spot regions such as scenic spot more, and town and country
Junction rarely has shared bicycle, and shared bicycle, which is launched, unbalanced causes shared bicycle to park accumulation, excessively occupancy public space
Problem continuously emerges, and brings security risk to resident trip, affects city image;Release time is unreasonable, shares bicycle
It is launched sometimes in traffic rush hour section, greatly affected public transport.
In view of the above-mentioned problems, document CN107909731A proposes that a kind of city based on big data shares bicycle and launches management
System, the system can share the supply volume of bicycle to city, launch region and release time progress effectively management control, effectively
It prevents city from sharing the excessive blowout of bicycle supply volume, launch that region is unbalanced and the release time is unreasonable.
Although the document proposes launches region and supply volume, but the joint without introducing social users and supervision department is supervised
It superintends and directs, so that causing the violation of vehicle to launch often cannot effectively administer, and then influences traffic order and city appearance.
Summary of the invention
The present invention provides a kind of shared bicycle monitoring and managing method based on big data, and described method includes following steps:
S1, each shared bicycle service provider provide shared bicycle for user and supervise information upload interface, the shared bicycle prison
Pipe information uploads interface and the user client of the shared bicycle service provider offer establishes the security isolation for uploading data;
S2, the user log in the client, shoot photo by the client and obtain shooting location information, the visitor
Family end is by the photo and described takes shooting location information by the supervision information to upload interface and be sent to shared bicycle to supervise
Big data server;
S3, the shared bicycle supervision big data server identify the shared bicycle in the photo quantity and the shared list
The service provider of vehicle, the big data server send shared bicycle inquiry to the service provider according to the shooting location information and ask
It asks, the number information of all shared bicycles of the shooting location is sent out after receiving the inquiry request by the service provider
Give the big data server;
S4, the big data server calculate the number for the shared bicycle that the service provider reports according to the number information
Whether amount, the quantity for comparing the shared bicycle reported are not more than the quantity of the shared bicycle in the photo;If it is,
Whether the difference for comparing the quantity is greater than preset threshold value;If it is, the big data server is sent altogether to monitoring party
Enjoy the alarm signal that bicycle is launched in violation of rules and regulations.
As a preferred embodiment, further include:
The client provides shared bicycle lease service for the user;
The client provides shared bicycle and supervises information upload button, automatically turns on and takes the photograph after the user clicks the button
As head to shoot picture or video, and the location information of the client of shooting time section is obtained automatically.
As a preferred embodiment, further include:
The client identifies each shared bicycle in the shooting picture or the video, and calculates the shared list
The quantity of vehicle;The service provider of the shared bicycle is identified according to the color of the shared bicycle;Establish the service provider with it is described
The quantity corresponding relation data table of shared bicycle;
The encrypted corresponding relation data table is sent to described by the client by supervision information upload interface
Big data server.
As a preferred embodiment, the shared bicycle supervision information uploads interface and the shared bicycle service
The user client that quotient provides establishes the security isolation for uploading data, specifically includes:
The shared bicycle supervision information uploads the data that interface uploads and recognizes by the shared bicycle supervision big data server
The Encryption Algorithm of card is encrypted, and operation can not be decrypted to the upload data of encryption in the client;If the upload
Data are illegally decrypted, then the warning information of Data Theft is issued to the big data server.
As a preferred embodiment, the shared bicycle supervision big data server identifies being total in the photo
The quantity of bicycle and the service provider of the shared bicycle are enjoyed, is specifically included:
The shared bicycle supervises big data server according to each shared bicycle identified in the photo, and described in calculating
The quantity of shared bicycle;The service provider of the shared bicycle is identified according to the color of the shared bicycle;Establish the service provider
With the quantity corresponding relation data table of the shared bicycle.
As a preferred embodiment, the service provider receives the shooting location after the inquiry request
The number information of all shared bicycles is sent to the big data server, specifically includes:
The number information for being reported to all shared bicycles of monitoring party is sent to the big data by the service provider in advance
Server;
After the service provider receives the inquiry request, the shooting location is obtained by shared bicycle location-server and is in
The number information of all shared bicycles is sent to the big data by the number information of all shared bicycles of parked state
Server.
As a preferred embodiment, further include:
Whether the quantity for comparing the shared bicycle that the service provider reports is not more than being total to for service provider described in the photo
Enjoy the quantity of bicycle;
If it is, whether the difference of the quantity is greater than preset error threshold;
If it is not, then prompting photo described in the user or the video capture wrong, and the user is prompted to re-shoot
Photo or video.
As a preferred embodiment, further include:
Whether the difference for comparing the quantity is greater than preset error threshold;
If it is, the big data server sends the alarm signal that shared bicycle is launched in violation of rules and regulations to monitoring party;
If it is not, then the shared bicycle of service provider described in the user is prompted to launch not in violation of rules and regulations.
The present invention provides a kind of shared bicycle monitoring and managing method based on big data, the monitoring and managing method effectively introduce user and
Supervision department's team surveillance, to improve the efficiency of supervision and management, the violation for having prevented shared bicycle to the full extent is launched;
In addition, the client that user's measure of supervision of the invention is developed based on the service provider of shared bicycle, it is only necessary to exploitation or open prison
Interface tube is not necessarily to the special application program of user installation, reduces the occupancy to user terminal memory space;Finally, only leading to
Different shared bicycle service providers can be supervised by crossing the supervision interface, its correspondence can only be supervised by being not limited to a client
Service provider, to substantially increase the supervisory efficiency to shared bicycle service provider.
Detailed description of the invention
Technical solution in order to illustrate the embodiments of the present invention more clearly, below will be to institute in embodiment and description of the prior art
Attached drawing to be used is needed to be briefly described, it should be apparent that, the accompanying drawings in the following description is only some implementations of the invention
Example, for those of ordinary skill in the art, without creative efforts, can also obtain according to these attached drawings
Obtain other attached drawings.
Fig. 1 is a kind of shared illustrative schematic diagram of bicycle monitoring and managing method based on big data of the invention.
Specific embodiment
The following is further explained with reference to the attached drawings the embodiment of the present invention.
Embodiment one:
As shown in Figure 1, the present invention provides a kind of shared bicycle monitoring and managing method based on big data, the method includes walking as follows
It is rapid:
S1, each shared bicycle service provider provide shared bicycle for user and supervise information upload interface, the shared bicycle prison
Pipe information uploads interface and the user client of the shared bicycle service provider offer establishes the security isolation for uploading data;It needs
Illustrate, the shared bicycle supervision information uploads interface can be realized by client, that is, application program API, herein
It does not repeat them here.The security isolation for uploading data refer to user by the shared bicycle supervise information upload interface acquisition,
The data of upload are not by the control of the client of the service provider, thus avoid being intercepted and being modified by the service provider, from
And guarantee to upload the objectivity and accuracy of data.
S2, the user log in the client, shoot photo by the client and obtain shooting location information, institute
State client by the photo and it is described take shooting location information by the supervision information upload interface be sent to shared bicycle
Supervise big data server;It is user's conventional display is shared it should be noted that after the user logs in the client
The service page of bicycle, it is preferred that the trigger button that shared bicycle supervision information uploads interface is provided in the service page;Or
Person, after the user logs in the client, in the service page, the operation such as shaking, screen sliding of user can also be triggered
The shared bicycle supervision information uploads the enabling operation of interface;After enabling above-mentioned interface, photo is shot by the client
And shooting location information is obtained, at this point, shooting photo and shooting location have and are associated with or corresponding relationship, to guarantee the prison of user
Pipe operation is objective effective.
S3, the shared bicycle supervision big data server identify the quantity of the shared bicycle in the photo and described total
The service provider of bicycle is enjoyed, the big data server sends shared bicycle to the service provider according to the shooting location information and looks into
Request is ask, the service provider believes the number of all shared bicycles of the shooting location after receiving the inquiry request
Breath is sent to the big data server;It should be noted that quantity and the institute of the shared bicycle in the identification photo
The service provider for stating shared bicycle is the shared list of all shared bicycle service providers and each service provider in the identification photo
The quantity of vehicle, it is seen then that the present invention can supervise different shared bicycle service providers only by the supervision interface, unlimited
Its corresponding service provider can only be supervised in a client, to substantially increase the supervisory efficiency to shared bicycle service provider.
At this point, service provider is merely capable of providing the number of all shared bicycles by supervision department's certification of the shooting location
Information, the vehicle and its number information launched in violation of rules and regulations are then considered as unproductive vehicle, in this way since the vehicle that violation is launched causes to shoot
Vehicle fleet size in photo is bigger, thus can be discovered and seized by supervision department.
S4, the big data server calculate the shared bicycle that the service provider reports according to the number information
Whether quantity, the quantity for comparing the shared bicycle reported are not more than the quantity of the shared bicycle in the photo;If so,
Then whether the difference of the quantity is greater than preset threshold value;If it is, the big data server is sent to monitoring party
The alarm signal that shared bicycle is launched in violation of rules and regulations.It should be noted that the big data server is previously stored with by certification
Close the number information for the shared bicycle that rule are launched, and in violation of rules and regulations the car number information launched will not then be included in it is described report it is described
The quantity of shared bicycle, in the case where service provider is without launching vehicle in violation of rules and regulations, the quantity of the shared bicycle reported is inevitable
No more than the quantity of the shared bicycle in the photo, and in order to allow the user to shoot angle, the clarity, picture of photo
The error of the accuracy of processing is provided with corresponding threshold value here, to take into account fault-tolerant ability, and then guarantees the accurate of judging result
Property.If the difference of the quantity is greater than preset threshold value, at this point, being judged as that the service provider launches in violation of rules and regulations in the place
Shared bicycle, then the big data server sends the alarm signal that shared bicycle is launched in violation of rules and regulations to monitoring party.In addition, for disobeying
Quantity of the car number information launched since the shared bicycle reported will not be included in is advised, this can be launched in violation of rules and regulations
Car number information individually opens up storage region, in case supervision department is subsequent to carry out inquiry, examination to corresponding service provider.
As a preferred embodiment, further include:
The client provides shared bicycle lease service for the user;
The client provides shared bicycle and supervises information upload button, automatically turns on and takes the photograph after the user clicks the button
As head to shoot picture or video, and the location information of the client of shooting time section is obtained automatically.It needs to illustrate
It is, it is preferred that the upload button is the virtual key on some interface of the client;The shooting can be not only photograph
Piece can also be video;It preferably, is short-sighted frequency, to guarantee the comprehensive and accuracy of shooting;The client captured
Location information be take pictures moment or video capture period the client location information.
As a preferred embodiment, further include:
The client identifies each shared bicycle in the shooting picture or the video, and calculates the shared list
The quantity of vehicle;The service provider of the shared bicycle is identified according to the color of the shared bicycle;Establish the service provider with it is described
The quantity corresponding relation data table of shared bicycle;It should be noted that picture or the video processing of the embodiment are at user's end
It is realized in the client at end, to reduce the quantity for uploading to the data on the big data server, and then saves network flow.
Since the shared bicycle that different shared bicycle service commercial cities is oneself improves the significant color convenient for identification, for example, rubbing
Visit Bicycle body be it is orange, OFO vehicle body is yellow, and HELLO Bicycle body is blue etc.;At this point, being identified based on color described total
The service provider for enjoying bicycle is more efficient;In addition, the storage mode of the corresponding relation data table can be text, EXCEL, chain
Table, pointer, JSON etc., herein with no restrictions.
The encrypted corresponding relation data table is uploaded interface by the supervision information and is sent to by the client
The big data server.It should be noted that can guarantee data communication to corresponding relation data subtabulation operation
Safety, avoid illegally being stolen by the service provider of the client or other programs.
As a preferred embodiment, the shared bicycle supervision information uploads interface and the shared bicycle service
The user client that quotient provides establishes the security isolation for uploading data, specifically includes:
The shared bicycle supervision information uploads the data that interface uploads and recognizes by the shared bicycle supervision big data server
The Encryption Algorithm of card is encrypted, and operation can not be decrypted to the upload data of encryption in the client;If the upload
Data are illegally decrypted, then the warning information of Data Theft is issued to the big data server.It should be noted that described add
Close algorithm can supervise the exclusive cipher mode of big data server for the shared bicycle, illegally be solved in the upload data
After close, then the warning information of Data Theft is issued to the big data server, so that supervision department carries out the compromising operations
Tracking, or change Encryption Algorithm, to guarantee the safety of data.
As a preferred embodiment, the shared bicycle supervision big data server identifies being total in the photo
The quantity of bicycle and the service provider of the shared bicycle are enjoyed, is specifically included:
The shared bicycle supervises big data server according to each shared bicycle identified in the photo, and described in calculating
The quantity of shared bicycle;The service provider of the shared bicycle is identified according to the color of the shared bicycle;Establish the service provider
With the quantity corresponding relation data table of the shared bicycle.It should be noted that the image recognition of the embodiment is described
What shared bicycle supervision big data server was realized, the data processing load of the client can be reduced at this time, be more applicable in
In the lower client user of process performance.Due to shared bicycle that different shared bicycle service commercial city is oneself improve it is aobvious
Write convenient for identification color, for example, rub visit Bicycle body be it is orange, OFO vehicle body be yellow, HELLO Bicycle body be blue
Deng;At this point, identifying that the service provider of the shared bicycle is more efficient based on color;In addition, the corresponding relation data table is deposited
Storage mode can be for text, EXCEL, chained list, pointer, JSON etc., herein with no restrictions.
As a preferred embodiment, the service provider receives the shooting location after the inquiry request
The number information of all shared bicycles is sent to the big data server, specifically includes:
The number information for being reported to all shared bicycles of monitoring party is sent to the big data by the service provider in advance
Server;It should be noted that the preparatory transmission can be to regularly update operation, i.e., periodically by service provider recycle maintenance or
Scrap-car and the vehicle fleet size launched according to recycling quantity conjunction rule and its number information are updated operation.
After the service provider receives the inquiry request, the shooting location is obtained by shared bicycle location-server
The number information of all shared bicycles is sent to described big by the number information of all shared bicycles in parked state
Data server.It should be noted that the embodiment is mainly supervised by the way of user's random inspection, to mention
The high flexibility of supervision;The random inspection is that base area point is spot-check, i.e. selective examination is in parked state in some place
The quantity of vehicle whether meet the requirements.
As a preferred embodiment, further include:
Whether the quantity for comparing the shared bicycle that the service provider reports is not more than being total to for service provider described in the photo
Enjoy the quantity of bicycle;It should be noted that the big data server is previously stored with the shared of the conjunction rule dispensing by certification
The number information of bicycle, and the car number information launched in violation of rules and regulations will not then be included in the number of the shared bicycle reported
Amount, in the case where service provider is without launching vehicle in violation of rules and regulations, the quantity of the shared bicycle reported is necessarily not more than the photograph
The quantity of shared bicycle in piece.
If it is, whether the difference of the quantity is greater than preset error threshold;It should be noted that exemplary
, the difference is 5 or 10.
If it is not, then prompting photo described in the user or the video capture wrong, and prompt the user again
Shoot photo or video.It should be noted that if the quantity for the shared bicycle that the process that service provider reports is put on record must
So it is greater than the quantity of the shared bicycle in the photo, then illustrates that data are wrong, need that the user is prompted to re-start at this time
Shooting.
As a preferred embodiment, further include:
Whether the difference for comparing the quantity is greater than preset error threshold;It should be noted that illustrative, the difference is
5 or 10.
If it is, the big data server sends the alarm signal that shared bicycle is launched in violation of rules and regulations to monitoring party;It needs
Illustrate, at this point, recognition result is that shared bicycle is launched in violation of rules and regulations by the service provider.
If it is not, then the shared bicycle of service provider described in the user is prompted to launch not in violation of rules and regulations.It should be noted that this
When, recognition result is the service provider without launching shared bicycle in violation of rules and regulations.
The present invention provides a kind of shared bicycle monitoring and managing method based on big data, the monitoring and managing method effectively introduce user and
Supervision department's team surveillance, to improve the efficiency of supervision and management, the violation for having prevented shared bicycle to the full extent is launched;
In addition, the client that user's measure of supervision of the invention is developed based on the service provider of shared bicycle, it is only necessary to exploitation or open prison
Interface tube is not necessarily to the special application program of user installation, reduces the occupancy to user terminal memory space;Finally, only leading to
Different shared bicycle service providers can be supervised by crossing the supervision interface, its correspondence can only be supervised by being not limited to a client
Service provider, to substantially increase the supervisory efficiency to shared bicycle service provider.
Those skilled in the art of the present technique be appreciated that can be realized with computer program instructions these structure charts and/or
The combination of each frame and these structure charts and/or the frame in block diagram and/or flow graph in block diagram and/or flow graph.It can be by this
The processor that a little computer program instructions are supplied to general purpose computer, special purpose computer or other programmable data processing methods comes
Machine is generated, is used for be performed instruction by the processor of computer or other programmable data processing methods and create
Realize the method specified in the frame or multiple frames of structure chart and/or block diagram and/or flow graph.
Those skilled in the art of the present technique have been appreciated that in the present invention the various operations crossed by discussion, method, in process
Steps, measures, and schemes can be replaced, changed, combined or be deleted.Further, each with having been crossed by discussion in the present invention
Kind of operation, method, other steps, measures, and schemes in process may also be alternated, changed, rearranged, decomposed, combined or deleted.
Further, in the prior art to have and the step in various operations, method disclosed in the present invention, process, measure, scheme
It may also be alternated, changed, rearranged, decomposed, combined or deleted.
The above description is only an embodiment of the present invention, is not intended to limit the scope of the invention, all to utilize this hair
Equivalent structure or equivalent flow shift made by bright specification and accompanying drawing content is applied directly or indirectly in other relevant skills
Art field, is included within the scope of the present invention.
Claims (8)
1. a kind of shared bicycle monitoring and managing method based on big data, which is characterized in that described method includes following steps:
S1, each shared bicycle service provider provide shared bicycle for user and supervise information upload interface, the shared bicycle prison
Pipe information uploads interface and the user client of the shared bicycle service provider offer establishes the security isolation for uploading data;
S2, the user log in the client, shoot photo by the client and obtain shooting location information, the visitor
Family end is by the photo and described takes shooting location information by the supervision information to upload interface and be sent to shared bicycle to supervise
Big data server;
S3, the shared bicycle supervision big data server identify the shared bicycle in the photo quantity and the shared list
The service provider of vehicle, the big data server send shared bicycle inquiry to the service provider according to the shooting location information and ask
It asks, the number information of all shared bicycles of the shooting location is sent out after receiving the inquiry request by the service provider
Give the big data server;
S4, the big data server calculate the number for the shared bicycle that the service provider reports according to the number information
Whether amount, the quantity for comparing the shared bicycle reported are not more than the quantity of the shared bicycle in the photo;If it is,
Whether the difference for comparing the quantity is greater than preset threshold value;If it is, the big data server is sent altogether to monitoring party
Enjoy the alarm signal that bicycle is launched in violation of rules and regulations.
2. the method according to claim 1, wherein further include:
The client provides shared bicycle lease service for the user;
The client provides shared bicycle and supervises information upload button, automatically turns on and takes the photograph after the user clicks the button
As head to shoot picture or video, and the location information of the client of shooting time section is obtained automatically.
3. according to the method described in claim 2, it is characterized by further comprising:
The client identifies each shared bicycle in the shooting picture or the video, and calculates the shared list
The quantity of vehicle;The service provider of the shared bicycle is identified according to the color of the shared bicycle;Establish the service provider with it is described
The quantity corresponding relation data table of shared bicycle;
The encrypted corresponding relation data table is sent to described by the client by supervision information upload interface
Big data server.
4. according to the method described in claim 3, it is characterized in that, shared bicycle supervision information upload interface with it is described total
The user client for enjoying the offer of bicycle service provider establishes the security isolation for uploading data, specifically includes:
The shared bicycle supervision information uploads the data that interface uploads and recognizes by the shared bicycle supervision big data server
The Encryption Algorithm of card is encrypted, and operation can not be decrypted to the upload data of encryption in the client;If the upload
Data are illegally decrypted, then the warning information of Data Theft is issued to the big data server.
5. the method according to claim 1, wherein described in the shared bicycle supervision big data server identification
The service provider of the quantity of shared bicycle in photo and the shared bicycle, specifically includes:
The shared bicycle supervises big data server according to each shared bicycle identified in the photo, and described in calculating
The quantity of shared bicycle;The service provider of the shared bicycle is identified according to the color of the shared bicycle;Establish the service provider
With the quantity corresponding relation data table of the shared bicycle.
6. the method according to claim 1, wherein the service provider will be described after receiving the inquiry request
The number information of all shared bicycles of shooting location is sent to the big data server, specifically includes:
The number information for being reported to all shared bicycles of monitoring party is sent to the big data by the service provider in advance
Server;
After the service provider receives the inquiry request, the shooting location is obtained by shared bicycle location-server and is in
The number information of all shared bicycles is sent to the big data by the number information of all shared bicycles of parked state
Server.
7. the method according to claim 1, wherein further include:
Whether the quantity for comparing the shared bicycle that the service provider reports is not more than being total to for service provider described in the photo
Enjoy the quantity of bicycle;
If it is, whether the difference of the quantity is greater than preset error threshold;
If it is not, then prompting photo described in the user or the video capture wrong, and the user is prompted to re-shoot
Photo or video.
8. the method according to the description of claim 7 is characterized in that further include:
Whether the difference for comparing the quantity is greater than preset error threshold;
If it is, the big data server sends the alarm signal that shared bicycle is launched in violation of rules and regulations to monitoring party;
If it is not, then the shared bicycle of service provider described in the user is prompted to launch not in violation of rules and regulations.
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Cited By (3)
Publication number | Priority date | Publication date | Assignee | Title |
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CN109598977A (en) * | 2019-01-04 | 2019-04-09 | 上海钧正网络科技有限公司 | Vehicle checking method, device, system and server based on video monitoring |
CN109618140A (en) * | 2019-01-14 | 2019-04-12 | 上海钧正网络科技有限公司 | Vehicle monitoring method, apparatus, system and server based on video monitoring |
CN109784548A (en) * | 2018-12-28 | 2019-05-21 | 北京摩拜科技有限公司 | Method for early warning, server and the Vehicular system of vehicle parking |
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