CN109409807A - A kind of big data logistics management platform - Google Patents
A kind of big data logistics management platform Download PDFInfo
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- CN109409807A CN109409807A CN201811327353.7A CN201811327353A CN109409807A CN 109409807 A CN109409807 A CN 109409807A CN 201811327353 A CN201811327353 A CN 201811327353A CN 109409807 A CN109409807 A CN 109409807A
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Abstract
The invention discloses a kind of big data logistics management platforms, are related to logistics management field.The logistics management platform includes control centre, data gathering system, data-sharing systems, data supervisory systems, warehouse security system, data statistics system, user terminal；The control centre is that the processing of the big data logistics management platform core regulates and controls center, associated with rest part, and can carry out information exchange therewith；It is unique provided with the network recommendation system derived based on Queuing management system, improve user and the real-time of logistics information controlled and selected the autonomy-oriented for participating in object in logistics behavior；By the acquisition of network data, the development of logistic industry can be predicted by summarizing.
Description
Technical field
The present invention relates to logistics management field, in particular to a kind of big data logistics management platform.
Background technique
Nowadays this epoch is flooded with the data resource of magnanimity, and various data are centered around us at one's side.Former
Year " big data " is also a fresh word, has but become the minister of public works in ancient china now and has minded, its application not only facilitates the day of people
Often life, also greatly improves overall national strength and economic development.
However the growth of data but never stops, with the rapid development of science and technology, we remember between human and environment
The data of record are more and more, and for the data volume that every field generates with explosive growth, these data volumes are past tense codes or data amounts
Twice or more, huge data volume allows big data to be widely applied.In addition to data volume it is huge it is suprised be tongue-tied, greatly
The data growth rate of data is fast, and as many as variation also lets people shake, and thus also advances the progress in epoch, is social
Overall development plays important booster action, and the big data application of various kinds is come into being, and is applied to political, economical, culture
In each corner.In addition, the extremely complex multiplicity of the form of expression of big data, various new types of data occur and melt with big data to be one
The big data of body, unstructured development can also effectively be handled complicated information.
In logistic industry, only possess big data resource, could obtain and collect magnanimity logistic industry data information in time,
Realized value is converted in short time, fully understands logistic industry variation tendency.However current big data logistics management platform is past
It is relatively simple toward function, certain system is only designed from logistics behavior itself, not comprising the data statistics for the whole industry；In addition
Although present evaluation system recommender system that is very universal, but rarely being derived based on evaluation system.
Summary of the invention
It is an object of the invention to: a kind of big data logistics management platform is provided, is provided with that the multiple division of labor is different to be
System, it is unique provided with the network recommendation system derived based on Queuing management system, user is improved to the real-time of logistics information
It controls and the autonomy-oriented for participating in object in logistics behavior is selected；It, can be by summarizing to logistics by the acquisition of network data
The development of industry is predicted.
The technical solution adopted by the invention is as follows:
A kind of big data logistics management platform, the logistics management platform include that control centre, data gathering system, data are total
Enjoy system, data supervisory systems, warehouse security system, data statistics system, user terminal；
The control centre be the big data logistics management platform core processing regulate and control center, with data gathering system,
Data-sharing systems, data supervisory systems, warehouse security system, data statistics system and user terminal are associated, and can be with
Carry out information exchange；
The data gathering system be responsible for acquire user information, Item Information, logistics information, and by information collected into
Row, which summarizes, is transmitted to control centre, and control centre stores the information after summarizing into database, and can by the information after summarizing
Selectivity feeds back to user terminal；
The data-sharing systems include Queuing management system, network recommendation system, are mainly used for acquisition from user terminal
Evaluation information, and collected partial information is shared, feeds back to user terminal, provide evaluation criterion for user and have
The logistics behavior of selectivity；
The data supervisory systems includes data maintenance module and information safety system, for all kinds of numbers to control centre
It according to being timed monitoring, real-time servicing, and has detected whether lack of competence personnel manipulation data in violation of rules and regulations, has resisted hacker's infringement, will count
According to the stateful generation state report of institute；
The warehouse security system includes smoke sensor device, temperature sensor, water sensor, alarm modules, monitoring mould
Block, and when unexpected dangerous situation occurs for logistics warehouse, warehouse security system can transmit information to control centre, and control centre is again
Warning information is sent to the user terminal of warehouse keeper.
The data statistics system mainly acquires relevant to logistic industry various information from internet, calculate with
Taxonomic revision forms logistics situation, information status, financial condition, service provider's situation, road operation situation comprising logistic industry
Deng big data integrated information；This type of information is stored in control centre, whenever necessary can be open to designated user end；
The user terminal includes logging in, search, evaluating, feedback function, and user is logged in by pre-registered account number cipher
Operation interface can carry out the inquiry and Function of Evaluation on basis in this operation interface；The logistics row for belonging to me can be inquired
For user information, Item Information, logistics information, and the evaluation information for other people；It can be to belonging in my logistics behavior
A variety of indexes such as logistics speed, service status evaluated；The service condition of the user terminal can be fed back, propose meaning
See and suggests.
Further, in the data gathering system, user information is from logistics receiving and dispatching both sides in inputting on user terminal
Information, the user information after summarizing feeds back to user terminal again, it can be achieved that the user information of receiving-transmitting sides is shared；Item Information master
Acquire asset position information, article safety check information, goods categories, Item Weight；The Item Information is scanned using scanning device
Carry out storage registration；Logistics information mainly acquires logistics transportation starting point, logistics transportation terminal, logistics transportation route, estimates article
Delivery time；The logistics information carries out storage registration using scanning device scanning.
Further, the Queuing management system mainly acquires the evaluation information from user terminal, and for this evaluation letter
Breath makes examination to the logistics behavior of receiving-transmitting sides, conveying people, then the result of appraisal are fed back to number associated by control centre
It,, can be to its associated other staff in its logistics behavior in the future when the result of appraisal of some user are poor according in library
Make appropriate prompt；Queuing management system further includes evaluation measure of accuracy system.
Further, the network recommendation system is for being matched and being selected to receiving-transmitting sides, conveying people；Complete one
After secondary logistics behavior, the participant of logistics behavior, i.e. addressee, sender, conveying people can be default to other side's tagging system
Diversified label, which is directly displayed on user terminal；It, can be preferential when user carries out logistics behavior next time
Match, select the cooperation object with sound impression label.For example addressee, sender can choose conveying people, conveying people
Equally addressee, sender can be selected according to label, the generation of unhappy logistics behavior is reduced with this.
Further, the form of the examination is commented using the comprehensive check and appraisal being superimposed, i.e. score value evaluation system with message
Valence system combines；Score value evaluation system feeds back to user terminal by the statistics previous score of the user, acquisition score averages；It stays
Say evaluation system direct user terminal of feedback after Queuing management system is audited.
Further, evaluation measure of accuracy system is using the judgment mode for solving root-mean-square error, by calculating user
Order of magnitude between average point of the score of this logistics behavior and the previous logistics behavior of user carrys out the standard of metric evaluation
True property, the i.e. value of root-mean-square error are smaller, then it represents that the score of this time logistics behavior is more accurate；When Queuing management system detects
When the value of root-mean-square error becomes larger, this result is fed back into control centre, then by manually being audited；Avoid malice is poor to comment as far as possible
With brush the phenomenon that commenting.
Further, the various information collected in the data statistics system includes the year-on-year growth rate of logistics behavior quantity
And sequential growth rate；Logistics transportation starting point and logistics transportation terminal are in each regional proportion；The basis of various forms of transport
Quotation, service price and related freight index；From the facility in trade area, enterprise and Port Container handling capacity, cargo handling capacity etc.
Information；Data statistics system again exports collected this type of information to control centre.
Data statistics system has logistic industry outstanding meaning in big data era, can for social level
With research oriented mechanism, universities and colleges, is integrated, built jointly towards specific region or certain detail by the strategic resource advantage of both sides
Subregion, such as automobile logistics, Medical Logistics, agricultural logistics field material flow industry data platform；It, can for academic level
Cooperated with carrying out with the universities and colleges in the whole country, teacher, it is common to carry out one's respective area or certain detail in the form of cross-sectional study project etc.
Subregional logistics data investigation, research and analysis；For enterprise level, logistics can be provided with Logistics Oriented relevant enterprise
Network and the analysis of the data of operation, data mining and Visualization Service.
Further, multiple privacy classes are preset in the information safety system in the data supervisory systems, pass through intelligence
Energy semantics recognition module identifies the information in each stage in logistics behavior, then carries out different privacies to different information
The label of grade；Different grades of administrative staff possess different access authority, and unauthorized access can be sounded an alarm.
Further, the smoke sensor device in the warehouse security system and temperature sensor cooperate, for acquiring
Smog content and temperature conditions in warehouse, and with default threshold comparison detect whether that fire occurs in real time；The water sensor
The water level information in warehouse is acquired, timing detects in warehouse whether have ponding；Video image in monitoring module collection warehouse
Information, and be stored in the memory of warehouse security system；The alarm modules are for sounding an alarm.
Further, the user terminal is installed on mobile terminal.
In conclusion by adopting the above-described technical solution, the beneficial effects of the present invention are:
1, a kind of big data logistics management platform of the present invention is provided with the different system of the multiple division of labor, unique to be provided with
Based on the network recommendation system that Queuing management system derives, user is improved to the real-time control of logistics information and to logistics behavior
The middle autonomy-oriented selection for participating in object.
2, a kind of big data logistics management platform of the present invention can be by summarizing to logistics by the acquisition of network data
The development of industry is predicted.
Detailed description of the invention
Examples of the present invention will be described by way of reference to the accompanying drawings, in which:
Fig. 1 is a kind of big data logistics management platform schematic diagram of the present invention；
Specific embodiment
All features disclosed in this specification or disclosed all methods or in the process the step of, in addition to mutually exclusive
Feature and/or step other than, can combine in any way.
Below with reference to Fig. 1, elaborate to the present invention.
Embodiment 1
A kind of big data logistics management platform, as shown in Figure 1, the logistics management platform includes control centre, data collection
System, data-sharing systems, data supervisory systems, warehouse security system, data statistics system, user terminal；
The control centre be the big data logistics management platform core processing regulate and control center, with data gathering system,
Data-sharing systems, data supervisory systems, warehouse security system, data statistics system and user terminal are associated, and can be with
Carry out information exchange；
The data gathering system be responsible for acquire user information, Item Information, logistics information, and by information collected into
Row, which summarizes, is transmitted to control centre, and control centre stores the information after summarizing into database, and can by the information after summarizing
Selectivity feeds back to user terminal；
The data-sharing systems include Queuing management system, network recommendation system, are mainly used for acquisition from user terminal
Evaluation information, and collected partial information is shared, feeds back to user terminal, provide evaluation criterion for user and have
The logistics behavior of selectivity；
The data supervisory systems includes data maintenance module and information safety system, for all kinds of numbers to control centre
It according to being timed monitoring, real-time servicing, and has detected whether lack of competence personnel manipulation data in violation of rules and regulations, has resisted hacker's infringement, will count
According to the stateful generation state report of institute；
The warehouse security system includes smoke sensor device, temperature sensor, water sensor, alarm modules, monitoring mould
Block, and when unexpected dangerous situation occurs for logistics warehouse, warehouse security system can transmit information to control centre, and control centre is again
Warning information is sent to the user terminal of warehouse keeper.
The data statistics system mainly acquires relevant to logistic industry various information from internet, calculate with
Taxonomic revision forms logistics situation, information status, financial condition, service provider's situation, road operation situation comprising logistic industry
Deng big data integrated information；This type of information is stored in control centre, whenever necessary can be open to designated user end；
The user terminal includes logging in, search, evaluating, feedback function, and user is logged in by pre-registered account number cipher
Operation interface can carry out the inquiry and Function of Evaluation on basis in this operation interface；The logistics row for belonging to me can be inquired
For user information, Item Information, logistics information, and the evaluation information for other people；It can be to belonging in my logistics behavior
A variety of indexes such as logistics speed, service status evaluated；The service condition of the user terminal can be fed back, propose meaning
See and suggests.
Embodiment 2
The present embodiment provides data collection modes a kind of in data gathering system.In the data gathering system, Yong Huxin
For breath from logistics receiving and dispatching both sides in the information inputted on user terminal, the user information after summarizing feeds back to user terminal again, can be real
The user information of existing receiving-transmitting sides is shared；Item Information mainly acquire asset position information, article safety check information, goods categories,
Item Weight；The Item Information carries out storage registration using scanning device scanning；Logistics information mainly acquire logistics transportation starting point,
Logistics transportation terminal, estimates article delivery time at logistics transportation route；The logistics information is put in storage using scanning device scanning
Registration.
Embodiment 3
The present embodiment provides the logistics behavior cooperation object ways of recommendation in a kind of data-sharing systems.Complete a logistics row
To be rear, the participant of logistics behavior, i.e. addressee, sender, conveying people can be to the preset diversifications of other side's tagging system
Label, which is directly displayed on user terminal；It, can be with priority match, selection tool when user carries out logistics behavior next time
There is the cooperation object of sound impression label.For example addressee, sender can choose conveying people, conveying people equally can root
Addressee, sender are selected according to label, the generation of unhappy logistics behavior is reduced with this.
The above, only the preferred embodiment of the present invention, but scope of protection of the present invention is not limited thereto, it is any
Those skilled in the art within the technical scope disclosed by the invention, can without the variation that creative work is expected or
Replacement, should be covered by the protection scope of the present invention.Therefore, protection scope of the present invention should be limited with claims
Subject to fixed protection scope.
Claims (10)
1. a kind of big data logistics management platform, it is characterised in that: the logistics management platform includes control centre, data collection system
System, data-sharing systems, data supervisory systems, warehouse security system, data statistics system, user terminal；
The control centre is that the processing of the logistics management platform core regulates and controls center, with data gathering system, data sharing system
System, data supervisory systems, warehouse security system, data statistics system and user terminal are associated, and can carry out information therewith
Interaction；
The data gathering system is responsible for acquiring user information, Item Information, logistics information, and information collected is converged
It is always transmitted to control centre, control centre stores the information after summarizing into database, and the information after summarizing may be selected
Property feeds back to user terminal；
The data-sharing systems include Queuing management system, network recommendation system, are mainly used for acquiring commenting from user terminal
Valence information, and collected partial information is shared, user terminal is fed back to, evaluation criterion is provided for user and there is selection
The logistics behavior of property；
The data supervisory systems includes data maintenance module and information safety system, for the Various types of data to control centre into
Row timing monitoring, real-time servicing, and detected whether lack of competence personnel manipulation data in violation of rules and regulations, hacker's infringement is resisted, by data
The stateful generation state report of institute；
The warehouse security system includes smoke sensor device, temperature sensor, water sensor, alarm modules, monitoring module, and
And when unexpected dangerous situation occurs for logistics warehouse, warehouse security system can transmit information to control centre, and control centre is again to storehouse
The user terminal of library manager sends warning information；
The data statistics system mainly acquires various information relevant to logistic industry from internet, is being calculated and is being classified
It arranges, forms the logistics situation comprising logistic industry, information status, financial condition, service provider's situation, road operation situation etc.
Big data integrated information；This type of information is stored in control centre, whenever necessary can be open to designated user end；
The user terminal includes logging in, search, evaluating, feedback function, and user passes through pre-registered account number cipher register
Interface can carry out the inquiry and Function of Evaluation on basis in this operation interface；The logistics behavior use for belonging to me can be inquired
Family information, Item Information, logistics information, and the evaluation information for other people；It can be to the object belonged in my logistics behavior
A variety of indexes such as flow velocity degree, service status are evaluated；The service condition of the user terminal can be fed back, present one's view and
It is recommended that.
2. a kind of big data logistics management platform according to claim 1, it is characterised in that: the data gathering system
In, for user information from logistics receiving and dispatching both sides in the information inputted on user terminal, the user information after summarizing feeds back to use again
Family end is, it can be achieved that the user information of receiving-transmitting sides is shared；Item Information mainly acquire asset position information, article safety check information,
Goods categories, Item Weight；The Item Information carries out storage registration using scanning device scanning；Logistics information mainly acquires logistics
Shipping point of origin, logistics transportation route, estimates article delivery time at logistics transportation terminal；The logistics information is swept using scanning device
It retouches and carries out storage registration.
3. a kind of big data logistics management platform according to claim 1, it is characterised in that: the Queuing management system master
The evaluation information from user terminal is acquired, and the logistics behavior of receiving-transmitting sides, conveying people is made for this evaluation information
Examination, then the result of appraisal are fed back in database associated by control centre, when the result of appraisal of some user are poor,
In its logistics behavior in the future, appropriate prompt can be made to its associated other staff；Queuing management system further includes evaluation
Measure of accuracy system.
4. a kind of big data logistics management platform according to claim 1, it is characterised in that: the network recommendation system is used
In receiving-transmitting sides, conveying people are matched and are selected；After completing a logistics behavior, the participant of logistics behavior receives
Part people, sender, conveying people, can diversified label preset to other side's tagging system, which is directly displayed at use
On the end of family；When user carries out logistics behavior next time, there can be the cooperation object of sound impression label with priority match, selection.
5. a kind of big data logistics management platform according to claim 3, it is characterised in that: the form of the examination uses
The check and appraisal of comprehensive superposition, i.e. score value evaluation system are combined with message evaluation system；Score value evaluation system should by statistics
The previous score of user, acquisition score averages feed back to user terminal；Evaluation system of leaving a message is direct after Queuing management system is audited
The user terminal of feedback.
6. a kind of big data logistics management platform according to claim 3, it is characterised in that: evaluation measure of accuracy system
Using the judgment mode for solving root-mean-square error, by the score and the previous logistics behavior of user that calculate this logistics behavior of user
Average point between order of magnitude carry out the accuracy of metric evaluation, i.e. the value of root-mean-square error is smaller, then it represents that this time
The score of logistics behavior is more accurate；When Queuing management system detects that the value of root-mean-square error becomes larger, this result is fed back to
Control centre, then by manually being audited；Avoid malice is poor to comment and brush the phenomenon that commenting as far as possible.
7. a kind of big data logistics management platform according to claim 1, it is characterised in that: in the data statistics system
The various information of collection includes the year-on-year growth rate and sequential growth rate of logistics behavior quantity；Logistics transportation starting point and logistics transportation
Terminal is in each regional proportion；Basis quote, service price and the related freight index of various forms of transport；From trade area
The information such as facility, enterprise and Port Container handling capacity, cargo handling capacity；Data statistics system is again by collected this type of information
It exports to control centre.
8. a kind of big data logistics management platform according to claim 1, it is characterised in that: in the data supervisory systems
Information safety system in be preset with multiple privacy classes, by intelligent semantic identification module to each stage in logistics behavior
Information is identified, the label of different privacy classes is then carried out to different information；Different grades of administrative staff possess not
Same access authority, can sound an alarm unauthorized access.
9. a kind of big data logistics management platform according to claim 1, it is characterised in that: in the warehouse security system
Smoke sensor device and temperature sensor cooperate, for acquiring smog content and temperature conditions in warehouse, and in real time with it is interior
Determine threshold comparison, detects whether that fire occurs；Water level information in water sensor acquisition warehouse, timing detect in warehouse
Whether ponding is had；Video image information in monitoring module collection warehouse, and be stored in the memory of warehouse security system；
The alarm modules are for sounding an alarm.
10. a kind of big data logistics management platform according to claim 1, it is characterised in that: the user terminal is installed on
On mobile terminal.
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Cited By (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN110428286A (en) * | 2019-07-31 | 2019-11-08 | 浙江华坤道威数据科技有限公司 | A kind of Dynamic Pricing System and method based on consumption market big data resource |
| CN111127896A (en) * | 2019-12-16 | 2020-05-08 | 苏州水易数据科技有限公司 | Intelligent transportation control method and system based on big data processing and analysis |
| CN111737272A (en) * | 2020-06-02 | 2020-10-02 | 脑谷人工智能研究院(南京)有限公司 | Big data automatic management platform capable of interactively displaying various indexes |
| CN112325936A (en) * | 2020-10-30 | 2021-02-05 | 北京印刷学院 | Logistics environment detection and identification method and system |
| CN113077116A (en) * | 2020-12-09 | 2021-07-06 | 福建省凯特科技有限公司 | Big national resource ecological supervision platform system based on big data technology |
-
2018
- 2018-11-08 CN CN201811327353.7A patent/CN109409807A/en active Pending
Cited By (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN110428286A (en) * | 2019-07-31 | 2019-11-08 | 浙江华坤道威数据科技有限公司 | A kind of Dynamic Pricing System and method based on consumption market big data resource |
| CN111127896A (en) * | 2019-12-16 | 2020-05-08 | 苏州水易数据科技有限公司 | Intelligent transportation control method and system based on big data processing and analysis |
| CN111737272A (en) * | 2020-06-02 | 2020-10-02 | 脑谷人工智能研究院(南京)有限公司 | Big data automatic management platform capable of interactively displaying various indexes |
| CN112325936A (en) * | 2020-10-30 | 2021-02-05 | 北京印刷学院 | Logistics environment detection and identification method and system |
| CN113077116A (en) * | 2020-12-09 | 2021-07-06 | 福建省凯特科技有限公司 | Big national resource ecological supervision platform system based on big data technology |
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Application publication date: 20190301 |