CN109284948A - Logistics object selection method, logistics object selection device and electronic device - Google Patents
Logistics object selection method, logistics object selection device and electronic device Download PDFInfo
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- CN109284948A CN109284948A CN201710597310.XA CN201710597310A CN109284948A CN 109284948 A CN109284948 A CN 109284948A CN 201710597310 A CN201710597310 A CN 201710597310A CN 109284948 A CN109284948 A CN 109284948A
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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
- G06Q10/08—Logistics, e.g. warehousing, loading or distribution; Inventory or stock management
- G06Q10/083—Shipping
- G06Q10/0835—Relationships between shipper or supplier and carriers
- G06Q10/08355—Routing methods
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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
- G06Q10/08—Logistics, e.g. warehousing, loading or distribution; Inventory or stock management
- G06Q10/083—Shipping
- G06Q10/0834—Choice of carriers
- G06Q10/08345—Pricing
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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
- G06Q30/06—Buying, selling or leasing transactions
- G06Q30/0601—Electronic shopping [e-shopping]
- G06Q30/0633—Lists, e.g. purchase orders, compilation or processing
- G06Q30/0635—Processing of requisition or of purchase orders
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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
- G06Q30/06—Buying, selling or leasing transactions
- G06Q30/0601—Electronic shopping [e-shopping]
- G06Q30/0639—Item locations
Abstract
The application discloses a logistics object selection method, a logistics object selection device and an electronic device. The method comprises the following steps: providing a plurality of logistics object information, wherein the logistics object information comprises a plurality of logistics line information related to the logistics objects and logistics object service capacity information corresponding to the logistics lines; receiving logistics order information, and acquiring target logistics line information from the logistics order information; according to the target logistics line information, acquiring logistics object service capacity corresponding to the target logistics line in the plurality of logistics object information; and determining the logistics object information of which the logistics object service capability meets the logistics object selection condition. Compared with the prior art, the method and the device can realize background automatic processing, and greatly improve the delivery efficiency and the delivery quality. Meanwhile, the method can provide the optimized logistics company sequencing and distribution with multiple targets of lower cost, better timeliness, best service and the like, and meet the requirements of different users.
Description
Technical field
This application involves logistics field, more particularly to a kind of logistics object selection method, logistics object selecting device and
Electronic device.
Background technique
With the rapid growth of e-commerce, logistic industry enters the fast-developing new stage, becomes and pulls China's consumption
Increase the important engine with industrial upgrading.After a trade order is set up, businessman needs to issue cargo by logistics.When
Before, there are mainly two types of the methods of distribution logistics order by businessman: artificial delivery and delivery auxiliary software.
Artificial delivery process is as follows: businessman can select more in advance according to oneself commodity classification and key consumer's route
Family's logistics company cooperation, consults cooperation agreement with logistics company site under line.Logistics company delivers situation offer not according to businessman
The logistics order price of same order volume, different routes and different weight promises to undertake to pull in time and receives the guarantor such as the frequency and part route timeliness
Barrier service.Remark information of the businessman in delivery first in manual identified order, then compares each logistics company route price,
A delivery is selected from cooperative logistics company according to previous delivery experience choosing.
The process of delivery auxiliary software is as follows: distributing logistics order based on user configuration.Businessman sets cooperative logistics public affairs
The information such as department, route price, logistics company service range, delivery software are arranged according to businessman and recommend a logistics to each order
Company.
The drawbacks of artificial delivery is: different logistics companies are differentiated, Shang Jiagen in the logistics capability of different routes
The level of logistics company is not can accurately reflect according to the method for the experience selection logistics company of oneself, and there are artificial selection efficiency
It is low, at high cost, because depend on operator experience due to can not promote the problem of.
The drawbacks of delivery auxiliary software is: on the one hand, the standard for distributing logistics company is configured by businessman, is operated numerous
It is trivial.On the other hand, there is no consider the true service differences of logistics company, the information such as order commercial variations, order for these softwares
Distribution effects is poor, tends not to meet user demand very well.
Summary of the invention
In view of the above problems, one embodiment of the invention proposes a kind of logistics object selection method, logistics object selecting device
And electronic device, it is of the existing technology to solve the problems, such as.
To solve the above-mentioned problems, one embodiment of the application discloses a kind of logistics object selection method, which is characterized in that packet
It includes: multiple logistics object informations is provided, the logistics object information includes the associated multiple stream line letters of the logistics object
Breath and the corresponding logistics objects services ability information of the multiple stream line;Logistics order information is received, from described
Target stream line information is obtained in logistics order information;According to the target stream line information, the multiple logistics is obtained
Correspond to the logistics objects services ability of the target stream line in object information;Determine that the logistics objects services ability is full
The logistics object information of sufficient logistics Object Selection condition.
To solve the above-mentioned problems, a kind of logistics object selecting device is also disclosed in one embodiment of the application, which is characterized in that
It include: offer module, for providing multiple logistics object informations, the logistics object information includes that the logistics object is associated
Multiple stream line information and the corresponding logistics objects services ability information of the multiple stream line;It receives and obtains
Module obtains target stream line information for receiving logistics order information from the logistics order information;Module is obtained,
Correspond to the target stream line in the multiple logistics object information for obtaining according to the target stream line information
Logistics objects services ability;Determining module, for determining that the logistics objects services ability meets logistics Object Selection condition
Logistics object information.
It can be seen from the above, the embodiment of the present application includes the following advantages:
The embodiment of the present invention proposes a kind of logistics object selection method and device, be different from the prior art to logistics company into
The whole sequence of row and recommend, the present invention for different logistics objects specific stream line (such as by outbox side address and receipts
The route of part side address composition), the service capability information for being directed to the stream line is obtained, and determine the logistics objects services energy
Power meets the logistics object information of logistics Object Selection condition.Compared with the prior art, the present invention may be implemented to automate from the background
Processing greatly promotes Dispatching efficiency and delivery quality.It can provide that cost is lower, timeliness is more excellent, the service multiple targets such as preferably simultaneously
Optimization logistics company sequence and distribution, meet the needs of different users.
Detailed description of the invention
In order to more clearly explain the embodiment of the invention or the technical proposal in the existing technology, to embodiment or will show below
There is attached drawing needed in technical description to be briefly described, it should be apparent that, the accompanying drawings in the following description is this hair
Bright some embodiments for those of ordinary skill in the art without creative efforts, can be with root
Other attached drawings are obtained according to these attached drawings.
Fig. 1 is the flow chart of the logistics object selection method of the application first embodiment.
Fig. 2 is the flow chart of the logistics object selection method of the application second embodiment.
Fig. 3 is the process that the application obtains candidate logistics side according to recipient black/white list and outbox side's black/white list
Figure.
Fig. 4 is the schematic diagram of generation and the work of the machine training pattern of the application.
Fig. 5 schematically shows the block diagram for executing electronic device according to the method for the present invention.
Fig. 6 schematically shows the storage for keeping or carrying the program code of realization according to the method for the present invention
Unit.
Fig. 7 is the block diagram of the logistics object selecting device of the 5th embodiment of the application.
Specific embodiment
Below in conjunction with the attached drawing in the embodiment of the present application, technical solutions in the embodiments of the present application carries out clear, complete
Site preparation description, it is clear that described embodiments are only a part of embodiments of the present application, instead of all the embodiments.It is based on
Embodiment in the application, those of ordinary skill in the art's every other embodiment obtained belong to the application protection
Range.
One of core concept of the application is, proposes a kind of logistics object selection method and device, is different from existing skill
Art carries out whole sequence and recommendation to multiple logistics companies, and the present invention is directed to the specific stream line (example of different logistics objects
The route being such as made of outbox side address and consignee address), the service capability information for being directed to the stream line is obtained, and determine
The logistics objects services ability meets the logistics object information of logistics Object Selection condition.It is automatic that backstage may be implemented in the present invention
Change processing greatly promotes Dispatching efficiency and delivery quality.
First embodiment
First embodiment of the invention proposes a kind of logistics object selection method.Fig. 1 show first embodiment of the invention
The step flow chart of logistics object selection method.As shown in Figure 1, the logistics object selection method of the embodiment of the present invention includes as follows
Step:
S101, provides multiple logistics object informations, and the logistics object information includes that the logistics object is associated multiple
Stream line information and the corresponding logistics objects services ability information of the multiple stream line;
In this step, logistics object is, for example, different logistics company, then logistics object information can be these objects
The information of stream company.In this step, executing subject, such as server, client etc. can obtain multiple logistics companies
Information.These logistics companies are, for example, the logistics company predicted by machine learning algorithm.In the following description, as showing
Example, executing subject illustrate by taking server as an example.
Above-mentioned logistics object information (information of logistics company) includes the associated multiple stream line information of the logistics company,
And the service capability information of the logistics company for these stream line information.It is above-mentioned that " logistics object is associated multiple
Stream line information " can be for example the corresponding multiple stream line information of logistics company, such as some logistics company is more
Stream line.
Above-mentioned logistics object information is, for example, that executing subject is obtained from database, is also possible to immediately from storage device
Or obtained in other remote servers, the present invention does not limit the source of above-mentioned logistics object information.
In this step, which can be according to user's (such as before N days in) selected object for the previous period
Stream company, prediction user may be inclined to the logistics company of selection.Alternatively, being gone through if the enough deliveries of user can not be obtained
History, can be according to the outstanding logistics company of recommendation mainstream as candidate logistics company.Again alternatively, working as sender or addressee
When being assigned with logistics company, the logistics company that sender or addressee can be specified is as candidate logistics company.
S102 receives logistics order information, and target stream line information is obtained from the logistics order information;
In this step, the logistics order information of user's sending, and the outbox inputted according to user be can receive
Address and posting address obtain target stream line information.For example, but user input outbox address be Hangzhou, posting address
When for Beijing, target stream line information are as follows: Hangzhou to Beijing.
S103 is obtained according to the target stream line information and is corresponded to the mesh in the multiple logistics object information
Mark the logistics objects services ability of stream line;
In this step, it can be directed to each logistics object (such as logistics company), from each logistics object information
It is middle to obtain the logistics objects services ability for corresponding to the target stream line.For example, the logistics object in step S101 includes " A
Logistics company " and " B logistics company ", and the target stream line information obtained in step S102 is Hangzhou to Beijing, then in step
In rapid S103, the logistics service energy that two logistics companies are directed to the target stream line (Hangzhou to Beijing) can be obtained respectively
Power.The logistics service capability can for example be quantified as numerical value, be for example scoring etc., or embodied in the form of other.
S104 determines that the logistics objects services ability meets the logistics object information of logistics Object Selection condition.
In this step, executing subject, such as server can be according to the logistics service capabilities obtained in step S103
(such as scoring) is screened, and the logistics object information (logistics company information) for meeting logistics Object Selection condition is selected.
Above-mentioned logistics Object Selection condition for example can be by the setting of developer, such as selection scoring is higher than specified
The logistics object of score value, or the logistics object information for selecting other aspects to meet the requirements.
It can be seen from the above, at least there is the logistics object selection method that first embodiment of the invention proposes following technology to imitate
Fruit:
The embodiment of the present invention proposes a kind of logistics object selection method, is different from the prior art and carries out entirety to logistics company
Sequence and recommend, the present invention for different logistics objects specific stream line (such as by outbox side address and recipient
The route of location composition), the service capability information for being directed to the stream line is obtained, and determine that the logistics objects services ability meets
The logistics object information of logistics Object Selection condition.Compared with the prior art, backstage automatic processing may be implemented in the present invention, greatly
It is big to promote Dispatching efficiency and delivery quality.It can provide that cost is lower, timeliness is more excellent, the service optimization of multiple targets such as preferably simultaneously
Logistics company sequence and distribution, meet the needs of different users.
Second embodiment
Second embodiment of the invention proposes a kind of logistics object selection method.Fig. 2 show second embodiment of the invention
The step flow chart of logistics object selection method.As shown in Fig. 2, the logistics object selection method of the embodiment of the present invention walks as follows
It is rapid:
S201, provides multiple logistics object informations, and the logistics object information includes that the logistics object is associated multiple
Stream line information and the corresponding logistics objects services ability information of the multiple stream line;
S202 receives logistics order information, and target stream line information is obtained from the logistics order information;
S203 is obtained according to the target stream line information and is corresponded to the mesh in the multiple logistics object information
Mark the logistics objects services ability of stream line;
S204 determines that the logistics objects services ability meets the logistics object information of logistics Object Selection condition.
Above-mentioned steps S201 to step S204 and the step S101 of a upper embodiment are same or similar to step S104, herein
It repeats no more.The present embodiment stresses the difference with a upper embodiment.
In an embodiment of the present embodiment, step S203 obtains institute that is, according to the target stream line information
The step of stating the logistics objects services ability for corresponding to the target stream line in multiple logistics object informations includes following son
Step:
S2031 obtains age information, the cost information for corresponding to the target stream line in multiple logistics object informations
And/or service capability information;
S2032 obtains the logistics according to the age information, the cost information and/or the service capability information
Objects services ability.
In above-mentioned steps S2031 and step S2032, it is believed that physical object service ability include following three at least
One of them: age information, cost information and service capability information.
Specifically, for example, server can be from obtaining each logistics in database or in other storage platforms
Age information of the company on the target stream line, cost information and service scoring three at least one.For example, can
To obtain average time used in the logistics of a certain logistics object, same route, first expense again from the data that database goes over N days
With with continuous heavy expense, addressee to evaluation of the stream line of the logistics company etc..Due to one in existing shopping website
As may require that recipient fills in the evaluation to logistics after the transaction has been completed, therefore can be by collecting in the past period
The evaluation of recipient obtains the logistics scoring of the stream line of logistics company, i.e. service capability information.
In an alternative embodiment, age information, cost information and service capability information obtained can use at least
Calculating is normalized in one, obtains logistics objects services ability.It can score age information, cost information and service
Pair dimension score respectively.Scoring process uses but is not limited only to logistic regression, the machine learning methods such as support vector machines, first
The historical basis data of different dimensions are acquired, trained and test sample is established, observe data pick-up feature, off-line training obtains mould
Type data, it is online after offline evaluation.Its process is for example shown in Fig. 4.
Wherein, age information model training can be based on age information data, extracted Aging Characteristic, instructed with historical data
Practice Time-effect Model, sort to the timeliness of delivery logistics company, sort score Wt.
Cost information model training can be based on cost information data, extracted cost feature, be trained to historical data
This model sorts to the cost of candidate logistics company, and sort score Wc.
Service features can have been extracted, based on service score data with historical data training clothes by servicing Rating Model training
Business model sorts to the cost of candidate logistics company, and sort score Ws.Synthesis is calculated based on above-mentioned score Wt, Wc and Ws later
Scoring can be merged as follows in calculating using linear weighted function:
Score=Ko+Kt*Wt+Kc*Wc+Ks*Ws
Wherein Ko is constant, and Wt is age information;Wc is cost information;Ws is service capability information;Kt is age information
Corresponding weight, Kc are the corresponding weight of cost information, and Ks is the corresponding weight of service capability information.
Above-mentioned Kt, Kc and Ks can be to be specified by user, is also possible to server according to sending out in the past period
The selection of part side (user), the weight simulated according to the outbox preference of outbox side.Alternatively, service ability can pass through other
Mode is calculated, and is not limited to linear weighted function fusion.The present invention is not specially limited.User can be according to oneself demand
Different weight coefficients is set, determines influence of the model of different dimensions to final ranking results.Such as more focus on cost, then plus
Big weight Kt, reduces Kc, Ks.
In an embodiment of the present embodiment, the sub-step S2031, that is, it is right in multiple logistics object informations to obtain
In the sub-step of the age information of target stream line, cost information and/or service capability information described in Ying Yu, when obtaining described
The step of imitating information include it is following step by step:
S2031a obtains each section in the stream line corresponding to target stream line information of multiple logistics object informations
Point;
S2031b obtains the corresponding timeliness data of each node;
S2031c calculates the age information of the stream line according to the corresponding timeliness data of each node.
Above three step by step in, in S2031a, the node in stream line may include: delivery city, pull receipts
Site, relay centre and send site with charge free.
If the logistics route of the company A corresponding to object route (Hangzhou to Beijing) obtained in step S203 is packet
The route for including " Hangzhou, Jinan, Beijing " these cities, then in S2031a step by step, the node in stream line be can wrap
It includes: outbox city: Hangzhou;It pulls and receives site: the Hangzhou site a1;Relay centre: Jinan;Send site with charge free: Beijing site a2.
The logistics route of B logistics company corresponding to object route (Hangzhou to Beijing) be include " Hangzhou, Xuzhou, north
The route in these cities of capital ".Then the node in its stream line may include: outbox city: Hangzhou;It pulls and receives site: Hangzhou b1
Site;Relay centre: Xuzhou;Send site with charge free: Beijing site b2.
In S2031b step by step, the timeliness data of the logistics streamline according to each node, can be calculated.For example, can be with
The data of each node are obtained, then are calculated from being issued to the total timeliness data received.Specifically, the number of each node
According to including pulling to receive-sign for the used time, the time receiving of pulling length, transfer duration, send duration with charge free etc..
In S2031c step by step, the timeliness letter of the stream line according to the corresponding timeliness data of each node, can be calculated
Breath.Such as timeliness data of the A logistics company in the past period on this logistics route can be averaging processing, it obtains
It obtains its average receipts to send the time, as the age information of the A logistics company streamline route.It simultaneously can be by B in the past period
Timeliness data of the logistics company on this logistics route are averaging processing, and obtain its average receipts and send the time, as B logistics is public
Take charge of the age information of the streamline route.
In an embodiment of the present embodiment, the S2031b obtains the timeliness data of each node step by step
Before, the step of acquisition age information further include it is following step by step:
S2031a1 judges whether each node is real node;
Then S2031b, that is, the timeliness data for obtaining each node include: step by step
S2031b1 obtains corresponding timeliness data according to each real node.
In an embodiment of the present embodiment, the S2031a1 step by step judges whether each node is true
The step of node includes:
S2031a1 ', using the node that can not be sent with charge free in range of the logistics object information as non-real physical node.
This step by step in, can periodically collect the range that the site of each logistics company can not be sent with charge free, addition is sent with charge free
Address blacklist.Configuration mode can be address character string and specify specific address, be also possible to based on GIS (Geographic
Information System) polygon editor input send range with charge free.This can not be sent with charge free range corresponding node as non-
Real node.
In an embodiment of the present embodiment, the S2031a1 step by step judges whether each node is true
After node, the method also includes:
S2031b1 ' determines the corresponding object of the logistics object when judging one of node is non-real physical node
Flow object service ability is unsatisfactory for logistics Object Selection condition.
This step by step in, when, there are when non-real physical node, can recognizing in a certain stream line of a certain logistics company
For the logistics company and impotentia sends this order with charge free, therefore the logistics company can be deleted from alternative logistics company,
Directly determine that it is unsatisfactory for logistics Object Selection condition, it is subsequent not consider.
In an embodiment of the present embodiment, the S2031a1 step by step judges whether each node is true
The step of node includes:
S2031a11, with the street of the posting address of the logistics company for basic granularity, statistics specifies hair in duration in the past
Toward the quantity of the business object in each street;
S2031a12 judges that each business object is corresponding and pulls when the quantity of the business object counted is less than threshold value
It receives-signing for whether the used time is greater than other logistics companies being averaged to pull and receive in the route-and signs for the used time;
S2031a13, when being greater than, using the node corresponding with the street of the logistics company as suspect node;
S2031a14 filters out non-real physical node from the suspect node.
Specifically, in above-mentioned steps, pass through logistics company packet in statistics the past period [T-N, T-1] (N > 30) day
Logistics details are wrapped up in, are basic granularity by the street information of posting address, class statistic is sent to the package of the address in each street
Quantity.Package quantity is taken to establish logistics company dispatching range address white list when being greater than lower threshold U (such as U < 100 is single).It takes
Package quantity establishes logistics company dispatching range address when being less than lower threshold U (U < 100 is single), pull to receive-sign for according to package and use
When Tx comparison route averagely compared with Ta, this address is that have can for logistics company if Tx-Ta is greater than threshold value Z (Z > 100 hour)
Can be unreachable, suspect node is set by the corresponding node in the street.It later, can be by artificial in step S2031a14
Or the mode of machine queries, screening is carried out to suspect node, obtains non-real physical node.
In an embodiment of the present embodiment, the sub-step S2031, that is, it is right in multiple logistics object informations to obtain
Described in Ying Yu the step of the age information of target stream line, cost information and/or service capability information in, obtain the expense
The step of information include it is following step by step:
S2031d, obtains the Item Information in the logistics order information, and the Item Information includes the classification of article, body
Product, quantity, weight and/or frangible degree;
S2031e, obtains the pricing information for corresponding to the stream line of target stream line, and the pricing information includes just
Beginning price and continuous high price lattice;
S2031f calculates the corresponding cost information of the stream line using the Item Information and the pricing information.
It is above-mentioned step by step in, can be according to stream line [delivery city-receive city] statistics day [T-N, T-1] in the past
Each logistics company logistics price of (such as N > 7), including initial prices and continuous high price lattice etc..Further, it can use
Volume, type, quantity and weight and/or frangible degree (frangible no) expense according to disclosed in more logistics companies of article calculate
The corresponding cost information of logistics route is calculated in mode.Alternatively, also can use machine learning model, using historical data,
In conjunction with the volume of the article of business object, type, quantity and weight and/or frangible degree, it is corresponding to predict the stream line
Cost information.
In an embodiment of the present embodiment, the sub-step S2031, that is, it is right in multiple logistics object informations to obtain
Described in Ying Yu the step of the age information of target stream line, cost information and/or service capability information in, obtain the service
The step of ability information include it is following step by step:
S2031g, scored according to the historical user feedback logistics service of the corresponding stream line of the target line information,
The service scoring that history exception part is complained and/or history site service score in predicting is current.
This step by step in, server can according to the historical information in database, obtain and count logistics company and
Send the service data that day [T-N, T-1] (such as N > 7) is gone in site with charge free, including user feedback logistics service scoring, abnormal part are thrown
It tells, site services scoring etc..
In an embodiment of the present embodiment, step S202, i.e. reception logistics order information, from the logistics order
The step of target stream line information is obtained in information for example may include following sub-step:
S2021 obtains outbox address information and posting address information in the logistics order information;
S2022 calculates target stream line information using the outbox address information and the posting address information.
Wherein, sub-step S2021 obtains outbox address information and posting address information in the logistics order information
The step of for example may include:
The address character string of outbox address information and posting address information is carried out the decomposition of structuring semanteme by S20211;
S20212 judges whether the address character string after decomposing is complete using structuring semantic template;
S20213 when the address character string after the decomposition is imperfect, utilizes the content of database completion missing.
In above-mentioned steps, the outbox address information and posting address information of service order can be collected, user is inputted
The standardization of address character string be mapped to the structural datas of the administrative addresses such as province, city, area, street (number).Address standard
The process of change includes that address character string processing (removing repetition and null field), address database completion incompleteness address, address are entangled
Mistake etc..For example, original posting address character string is " Hangzhou, Zhejiang province city Wenyi West Road, Hangzhou 969 ".Removal weight first
Multiple field obtains " Wenyi West Rd., Hangzhou City, Zhejiang Province 969 ", passes through the text character based on address information in S20211 step by step
String participle, by the Address Resolution of collection into corresponding administrative unit.For example the Address Resolution is to save: " Zhejiang Province ", city: " Hangzhoupro
State city ", street: " a literary West Road ", number: " No. 969 ".It is not walking in S20212, Hangzhou is inquired by address database
" Weiyi Road West " in city be in " Yuhang District ", server can in S20213 step by step auto-complete street administrative area, from
And obtaining complete shipping address is " Hangzhou, Zhejiang province city Yuhang District text one West Road 969 ".
In obtaining the corresponding logistics objects services ability of target stream line, addressee may specify logistics Fang Baiming
Single, logistics side's blacklist;Sender may also specify logistics side's white list, logistics side's blacklist.It can be according to these black and white names
Single choice selects candidate flow object, is provided to server.Specific processing mode is referred to flow chart shown in Fig. 3, and Fig. 3 is this
Apply for the flow chart that candidate logistics object is obtained according to recipient black/white list and outbox side's black/white list of an embodiment.
Following selected part scene is introduced.
In an embodiment of the present embodiment, the step S202, i.e., after reception logistics order information, the side
Method can also include sub-step:
S202a obtains the remark information in the logistics order information;
S202b judges in the remark information with the presence or absence of recipient white list logistics object;
S202c obtains the recipient white list logistics object when there are the recipient white list logistics object
Logistics object information;
Then in step S201, that is, in the step of providing multiple logistics object informations, the logistics object information includes described
The logistics object information of recipient white list logistics object.
In above-mentioned sub-step, the remark information of the available service order of server is believed by the remarks of service order
Breath is confirmed whether the logistics company specified there are addressee.In general, it is had when consumer's (recipient) buys commodity
Which logistics company the requirement of taxis uses only with which logistics company or not.It can be automatic by natural semantics recognition technology
It identifies that recipient specifies desired logistics company to establish white list, while can also identify that addressee specifies unused logistics company
Establish blacklist.
In above-mentioned sub-step, for example, " delivery A logistics company does not have to other when having in the remark information of addressee
", " A logistics " can be used as recipient white list logistics company by server, and other logistics companies can be added to blacklist.
Program or module in server for obtaining recipient white list logistics company can be using strong robustnesses
Automatic correcting system, inputting wrong word to user also has stronger recognition capability.Such as " round logical/garden is logical/first logical ", program can be known
It Chu not be " the logical express delivery of circle ".
The program or module are based on a large amount of History Order remarks data, the selection rule of synthetic user and handmarking etc.
Method constructs training sample, establishes a variety of textual classification models, including but not limited to logistic regression, neural network, supporting vector
Machine etc., accuracy is 99% or more.
In sub-step S202c, write what express delivery needed to send out exactly in remarks when recipient, it usually can be by the logistics
The logistics objects services capabilities setting of company is relatively high level, or as unique candidate logistics company of source.That is,
If recipient has suffered what express delivery needed to send out in remarks, no longer recommend other logistics companies by the prediction of server.
When having multiple optional logistics companies in the remarks of recipient, these logistics companies participate in as candidate logistics company subsequent
Continuous processing.When only one optional logistics company in the remarks of recipient, the logistics company can be directly determined as institute
The logistics company of selection.
It is worth noting that the present invention be not intended to limit step S201 and step S202 execute sequence.When in step S202
In obtain the remark information of logistics order information, and specify there are recipient white list logistics object when, in the present embodiment
In, when first carrying out step S202 and then executing step S201, it is white recipient can only to be provided when providing logistics object information
The information of list logistics object.
In an embodiment of the present embodiment, when judging not deposit in sub-step S202b in the remark information
After recipient white list logistics object, the method also includes:
S202d judges in the remark information with the presence or absence of recipient blacklist logistics object;
S202e judges whether there is the white list logistics pair of outbox side when there are the recipient blacklist logistics object
As;
S202f judges to whether there is in outbox side's white list logistics object when there are outbox side's white list logistics object
The recipient blacklist logistics object;And
S202g, when there are recipient blacklist logistics object, by the recipient blacklist logistics object from the hair
It is deleted in part side's white list logistics object;
Then, step S201, that is, in the step of providing multiple logistics object informations, the multiple logistics object information includes deleting
In addition to the logistics object information of outbox side's white list logistics object after the recipient blacklist logistics object.
It is black but there are recipients when recipient white list logistics company is not present in remark information in above-mentioned sub-step
When list logistics company, it may further determine whether that there are outbox side's white list logistics companies, i.e., the setting of outbox side is common
Or default logistics.In the presence of outbox side's white list logistics company, by recipient blacklist logistics company from outbox side's white list
It is deleted in logistics company, using remaining logistics company as candidate logistics company, to provide these logistics public affairs in step s 201
The logistics object information of department.
In an embodiment of the present embodiment, when judging to be not present in sub-step S202b in the remark information
After recipient white list logistics object, the method also includes:
S202h judges in the remark information with the presence or absence of recipient blacklist logistics object;
When there are recipient blacklist logistics object, the step of the offer multiple logistics object informations after, it is described
Method further include:
S202i, by the logistics object information of the recipient blacklist logistics object from the multiple logistics object information
Middle deletion.
It is black but there are recipients when recipient white list logistics company is not present in remark information in above-mentioned sub-step
List logistics company, but when outbox side does not set outbox side's white list logistics company, can use machine learning function, obtain
The candidate logistics company of machine prediction is taken, and the candidate logistics that will delete remaining prediction of recipient blacklist logistics company is public
Department is as candidate logistics company.
In an embodiment of the present embodiment, when sub-step S202h judges that there is no addressees in the remark information
When square blacklist logistics object, and when there are outbox side's white list logistics object, the multiple logistics object informations of offer
After step, the method also includes:
The logistics object information is added in the logistics object information of outbox side's white list logistics object by S202j;
When there are outbox side's blacklist logistics object, the step of the offer multiple logistics object informations after, it is described
Method further include:
S202k, by the logistics object information of outbox side's blacklist logistics object from the multiple logistics object information
Middle deletion.
In above-mentioned sub-step, when recipient blacklist or white list logistics company is not present, if there is outbox side
White list logistics company, then can be using outbox side's white list logistics company as candidate logistics company;When there is no outbox Fang Bai
List logistics company and there are when outbox side's blacklist logistics company, the black name in outbox side is deleted from the candidate logistics company of prediction
Single logistics company, using the candidate logistics company of remaining prediction as candidate logistics company.
In conclusion the logistics object selection method that the present embodiment proposes at least has the advantages that
The embodiment of the present invention proposes a kind of logistics object selection method and device, be different from the prior art to logistics company into
The whole sequence of row and recommend, the present invention for different logistics objects specific stream line (such as by outbox side address and receipts
The route of part side address composition), the service capability information for being directed to the stream line is obtained, and determine the logistics objects services energy
Power meets the logistics object information of logistics Object Selection condition.Compared with the prior art, the present invention may be implemented to automate from the background
Processing greatly promotes Dispatching efficiency and delivery quality.It can provide that cost is lower, timeliness is more excellent, the service multiple targets such as preferably simultaneously
Optimization logistics company sequence and distribution, meet the needs of different users.
In addition to this, the logistics object selection method that the present embodiment proposes at least further includes following advantage:
It is proposed according to embodiments of the present invention the present invention provides the logistics object selection method and device of complete set, packet
Required information data collection, the identification of logistics remarks are included, logistics accessibility is screened, and logistics company recommended hour is matched etc., system is certainly
Dynamicization processing greatly promotes Dispatching efficiency and delivery quality.Evaluation of the present invention to logistics object, be from historical data at
The various dimensions such as sheet, timeliness, service are assessed after extracting feature using machine learning algorithm.Estimating velocity is fast, and accuracy is high, and has
Standby ability of self-teaching.Order logistics remarks analysis module of the invention uses the natural semantic of the feature dictionary based on logistics
Analysis, does not limit to user's input mode to the remark information of order, parsing result is more accurate.Logistics company of the invention is comprehensive
Distribution module, can provide that cost is lower, and timeliness is more excellent, service
The apparatus embodiments described above are merely exemplary, wherein described, unit can as illustrated by the separation member
It is physically separated with being or may not be, component shown as a unit may or may not be physics list
Member, it can it is in one place, or may be distributed over multiple network units.It can be selected according to the actual needs
In some or all of the modules achieve the purpose of the solution of this embodiment.Those of ordinary skill in the art are not paying creativeness
Labour in the case where, it can understand and implement.
Various component embodiments of the invention can be implemented in hardware, or to run on one or more processors
Software module realize, or be implemented in a combination thereof.It will be understood by those of skill in the art that can be used in practice
Microprocessor or digital signal processor (DSP) are some or all in server according to an embodiment of the present invention to realize
The some or all functions of component.The present invention be also implemented as a part for executing method as described herein or
Whole device or device programs (for example, computer program and computer program product).It is such to realize journey of the invention
Sequence can store on a computer-readable medium, or may be in the form of one or more signals.Such signal can
To download from internet website, perhaps it is provided on the carrier signal or is provided in any other form.
For example, Fig. 5 shows the electronic device that may be implemented according to the method for the present invention, such as server etc..Electronics dress
It sets and conventionally comprises processor 310 and computer program product or computer-readable medium in the form of memory 320.Storage
Device 320 can be such as flash memory, EEPROM (electrically erasable programmable read-only memory), EPROM, hard disk or ROM etc
Electronic memory.Memory 320 has the storage of the program code 331 for executing any method and step in the above method empty
Between 330.For example, the memory space 330 for program code may include being respectively used to realize the various steps in above method
Rapid each program code 331.These program codes can read or write from one or more computer program product
Enter into this one or more computer program product.These computer program products include such as hard disk, compact-disc (CD),
The program code carrier of storage card or floppy disk etc.Such computer program product be usually described with reference to FIG. 6 just
Take formula or static memory cell.The storage unit can have 320 similar arrangement of memory in the electronic device with Fig. 5
Memory paragraph, memory space etc..Program code can for example be compressed in a suitable form.In general, storage unit includes computer
Readable code 331 ', it can the code read by such as such as 310 etc processor, these codes are worked as to be run by server
When, cause the server to execute each step in method described above.
Therefore, third embodiment of the invention proposes a kind of electronic device, which includes:
Memory, for storing computer-readable program;
Processor, when the processor reads the computer-readable program in the memory, the electronic device is held
The following operation of row:
Multiple logistics object informations are provided, the logistics object information includes the associated multiple material flow lines of the logistics object
Road information and the corresponding logistics objects services ability information of the multiple stream line;
Logistics order information is received, target stream line information is obtained from the logistics order information;According to the mesh
Stream line information is marked, the logistics objects services for corresponding to the target stream line in the multiple logistics object information are obtained
Ability;
Determine that the logistics objects services ability meets the logistics object information of logistics Object Selection condition.
In conclusion the electronic device that the present embodiment proposes at least has the advantages that
The embodiment of the present invention proposes a kind of electronic device, is different from the prior art and carries out whole sequence to logistics company and push away
It recommends, the present invention (such as is made of for the specific stream line of different logistics object outbox side address and consignee address
Route), the service capability information for being directed to the stream line is obtained, and determine that the logistics objects services ability meets logistics object
The logistics object information of alternative condition.Compared with the prior art, backstage automatic processing may be implemented in the present invention, greatly promotes hair
Goods efficiency and delivery quality.It can provide that cost is lower, timeliness is more excellent, the logistics company of the service optimization of multiple targets such as preferably simultaneously
Sequence and distribution, meet the needs of different users.
Further, fourth embodiment of the invention proposes a kind of electronic device, which includes:
Memory, for storing computer-readable program;
Processor, when the processor reads the computer-readable program in the memory, the electronic device is held
The following operation of row:
Multiple logistics object informations are provided, the logistics object information includes the associated multiple material flow lines of the logistics object
Road information and the corresponding logistics objects services ability information of the multiple stream line;
Logistics order information is received, target stream line information is obtained from the logistics order information;
According to the target stream line information, obtains and correspond to the target logistics in the multiple logistics object information
The logistics objects services ability of route;
Determine that the logistics objects services ability meets the logistics object information of logistics Object Selection condition.
In an embodiment of the present embodiment electronic device, according to the target stream line information, described in acquisition
The operation of logistics objects services ability in multiple logistics object informations corresponding to the target stream line includes:
Obtain in multiple logistics object informations corresponding to the age information of the target stream line, cost information and/or
Service capability information;
The logistics object clothes are obtained according to the age information, the cost information and/or the service capability information
Business ability.
In an embodiment of the present embodiment electronic device, described obtain corresponds to institute in multiple logistics object informations
In the step of stating the age information, cost information and/or service capability information of target stream line, the age information is obtained
Step includes:
Obtain each node in the stream line corresponding to target stream line information of multiple logistics object informations;
Obtain the corresponding timeliness data of each node;
According to the corresponding timeliness data of each node, the age information of the stream line is calculated.
In an embodiment of the present embodiment electronic device, described obtain corresponds to institute in multiple logistics object informations
In the operation for stating the age information of target stream line, cost information and/or service capability information, the cost information is obtained
Operation includes:
The Item Information in the logistics order information is obtained, the Item Information includes classification, volume, the number of article
Amount, weight and/or frangible degree;
Obtain correspond to target stream line stream line pricing information, the pricing information include initial prices and
Continuous high price lattice;
Using the Item Information and the pricing information, the corresponding cost information of the stream line is calculated.
In an embodiment of the present embodiment electronic device, described obtain corresponds to institute in multiple logistics object informations
In the operation for stating the age information of target stream line, cost information and/or service capability information, the service ability letter is obtained
The operation of breath includes:
It is abnormal according to the historical user feedback logistics service scoring of the corresponding stream line of the target line information, history
The service scoring that part is complained and/or history site service score in predicting is current.
In an embodiment of the present embodiment electronic device, the node include: delivery city, pull receive site, in
Turn center and sends site with charge free;
The timeliness data of each node include: pull time receiving length, transfer duration, send duration with charge free and pull receive-sign for duration.
In an embodiment of the present embodiment electronic device, it is described the operation for obtaining the timeliness data of each node it
Before, the operation for obtaining age information further include:
Judge whether each node is real node;
It is described to include: according to the corresponding timeliness data of each node acquisition
Corresponding timeliness data are obtained according to each real node.
In an embodiment of the present embodiment electronic device, it is described judge each node whether be real node it
Afterwards, the method also includes:
When judging one of node is non-real physical node, the corresponding logistics objects services of the logistics object are determined
Ability is unsatisfactory for logistics Object Selection condition.
In an embodiment of the present embodiment electronic device, it is described judge each node whether be real node behaviour
Work includes:
Using the node that can not be sent with charge free in range of the logistics object information as non-real physical node.
In an embodiment of the present embodiment electronic device, it is described judge each node whether be real node behaviour
Work includes:
With the street of the posting address of the logistics company for basic granularity, statistics specifies in duration be sent to each street in the past
Business object quantity;
When the quantity of the business object counted be less than threshold value when, judge each business object it is corresponding pull to receive-sign for use
When whether be greater than other logistics companies the route be averaged pull receive-sign for the used time;
When being greater than, using the node corresponding with the street of the logistics company as suspect node;
Non-real physical node is filtered out from the suspect node.
In an embodiment of the present embodiment electronic device, logistics order information is received, is believed from the logistics order
In breath obtain target stream line information operation include:
Obtain the outbox address information and posting address information in the logistics order information;
Target stream line information is calculated using the outbox address information and the posting address information.
In an embodiment of the present embodiment electronic device, the outbox obtained in the logistics order information
The operation of location information and posting address information includes:
The address character string of outbox address information and posting address information is subjected to the decomposition of structuring semanteme;
Using structuring semantic template, judge whether the address character string after decomposing is complete;
When address character string after the decomposition is imperfect, the content of database completion missing is utilized.
In an embodiment of the present embodiment electronic device, after the reception logistics order information, the method
Further include:
Obtain the remark information in the logistics order information;
Judge in the remark information with the presence or absence of recipient white list logistics object;
When there are the recipient white list logistics object, the logistics pair of the recipient white list logistics object is obtained
Image information;
In the operation for providing multiple logistics object informations, the logistics object information includes the recipient white list
The logistics object information of logistics object.
In an embodiment of the present embodiment electronic device, when judging in the remark information there is no recipient
After white list logistics object, the method also includes:
Judge in the remark information with the presence or absence of recipient blacklist logistics object;
When there are the recipient blacklist logistics object, outbox side's white list logistics object is judged whether there is;
When there are outbox side's white list logistics object, judge in outbox side's white list logistics object with the presence or absence of the receipts
Part side's blacklist logistics object;And
When there are recipient blacklist logistics object, by the recipient blacklist logistics object from the outbox Fang Bai
It is deleted in list logistics object;
In the operation for providing multiple logistics object informations, the multiple logistics object information includes deleting the receipts
The logistics object information of outbox side's white list logistics object after part side's blacklist logistics object.
In an embodiment of the present embodiment electronic device, when judging in the remark information there is no recipient
After white list logistics object, the method also includes:
Judge in the remark information with the presence or absence of recipient blacklist logistics object;
It is described after the operation that multiple logistics object informations are provided when there are recipient blacklist logistics object
Method further include:
The logistics object information of the recipient blacklist logistics object is deleted from the multiple logistics object information.
In an embodiment of the present embodiment electronic device, when judge in the remark information there is no recipient it is black
List logistics object, and there are when outbox side's white list logistics object, after the operation that multiple logistics object informations are provided,
The method also includes:
The logistics object information is added in the logistics object information of outbox side's white list logistics object;
It is described after the operation that multiple logistics object informations are provided when there are outbox side's blacklist logistics object
Method further include:
The logistics object information of outbox side's blacklist logistics object is deleted from the multiple logistics object information.
In conclusion the electronic device that the present embodiment proposes at least has the advantages that
The embodiment of the present invention proposes a kind of electronic device, is different from the prior art and carries out whole sequence to logistics company and push away
It recommends, the present invention (such as is made of for the specific stream line of different logistics object outbox side address and consignee address
Route), the service capability information for being directed to the stream line is obtained, and determine that the logistics objects services ability meets logistics object
The logistics object information of alternative condition.Compared with the prior art, backstage automatic processing may be implemented in the present invention, greatly promotes hair
Goods efficiency and delivery quality.It can provide that cost is lower, timeliness is more excellent, the logistics company of the service optimization of multiple targets such as preferably simultaneously
Sequence and distribution, meet the needs of different users.
In addition to this, the electronic device that the present embodiment proposes at least further includes following advantage:
The electronic device of the invention proposed according to embodiments of the present invention provides the logistics Object Selection side of complete set
Method and device, including required information data collection, the identification of logistics remarks, the screening of logistics accessibility, logistics company recommended hour
With etc., system automation processing greatly promotes Dispatching efficiency and delivery quality.Evaluation of the present invention to logistics object is from going through
It is assessed after extracting feature in history data with various dimensions such as cost, timeliness, services using machine learning algorithm.Estimating velocity is fast,
Accuracy is high, and has ability of self-teaching.Order logistics remarks analysis module of the invention uses the feature based on logistics
The natural semantic analysis of dictionary does not limit to user's input mode to the remark information of order, and parsing result is more accurate.The present invention
The comprehensive distribution module of logistics company, can provide that cost is lower, and timeliness is more excellent, service
The embodiment of the present application also proposes a kind of logistics object selecting device, as shown in fig. 7, the logistics object selecting device packet
It includes:
Module 701 is provided, for providing multiple logistics object informations, the logistics object information includes the logistics object
Associated multiple stream line information and the corresponding logistics objects services ability information of the multiple stream line;
It receives and obtains module 702, for receiving logistics order information, target logistics is obtained from the logistics order information
Line information;
Module 703 is obtained, for according to the target stream line information, it to be right in the multiple logistics object information to obtain
The logistics objects services ability of target stream line described in Ying Yu;
Determining module 704, for determining that the logistics objects services ability meets the logistics pair of logistics Object Selection condition
Image information.
In conclusion the device that the present embodiment proposes at least has the advantages that
The embodiment of the present invention proposes a kind of logistics object selecting device, is different from the prior art and carries out entirety to logistics company
Sequence and recommend, the present invention for different logistics objects specific stream line (such as by outbox side address and recipient
The route of location composition), the service capability information for being directed to the stream line is obtained, and determine that the logistics objects services ability meets
The logistics object information of logistics Object Selection condition.Compared with the prior art, backstage automatic processing may be implemented in the present invention, greatly
It is big to promote Dispatching efficiency and delivery quality.It can provide that cost is lower, timeliness is more excellent, the service optimization of multiple targets such as preferably simultaneously
Logistics company sequence and distribution, meet the needs of different users.
For device embodiment, since it is basically similar to the method embodiment, related so describing fairly simple
Place illustrates referring to the part of embodiment of the method.
All the embodiments in this specification are described in a progressive manner, the highlights of each of the examples are with
The difference of other embodiments, the same or similar parts between the embodiments can be referred to each other.
Although preferred embodiments of the embodiments of the present application have been described, once a person skilled in the art knows bases
This creative concept, then additional changes and modifications can be made to these embodiments.So the following claims are intended to be interpreted as
Including preferred embodiment and all change and modification within the scope of the embodiments of the present application.
Finally, it is to be noted that, herein, relational terms such as first and second and the like be used merely to by
One entity or operation are distinguished with another entity or operation, without necessarily requiring or implying these entities or operation
Between there are any actual relationship or orders.Moreover, the terms "include", "comprise" or its any other variant meaning
Covering non-exclusive inclusion, so that process, method, article or terminal device including a series of elements not only wrap
Those elements are included, but also including other elements that are not explicitly listed, or further includes for this process, method, article
Or the element that terminal device is intrinsic.In the absence of more restrictions, being wanted by what sentence "including a ..." limited
Element, it is not excluded that there is also other identical elements in process, method, article or the terminal device for including the element.
Above to a kind of logistics object selection method, logistics object selecting device and electronic device provided herein,
It is described in detail, specific examples are used herein to illustrate the principle and implementation manner of the present application, the above reality
The explanation for applying example is merely used to help understand the present processes and its core concept;Meanwhile for the general technology of this field
Personnel, according to the thought of the application, there will be changes in the specific implementation manner and application range, in conclusion this theory
Bright book content should not be construed as the limitation to the application.
Claims (33)
1. a kind of logistics object selection method characterized by comprising
Multiple logistics object informations are provided, the logistics object information includes the associated multiple stream line letters of the logistics object
Breath and the corresponding logistics objects services ability information of the multiple stream line;
Logistics order information is received, target stream line information is obtained from the logistics order information;
According to the target stream line information, obtains and correspond to the target stream line in the multiple logistics object information
Logistics objects services ability;
Determine that the logistics objects services ability meets the logistics object information of logistics Object Selection condition.
2. the method as described in claim 1, which is characterized in that according to the target stream line information, obtain the multiple
In logistics object information correspond to the target stream line logistics objects services ability the step of include:
Obtain age information, cost information and/or the service for corresponding to the target stream line in multiple logistics object informations
Ability information;
The logistics objects services energy is obtained according to the age information, the cost information and/or the service capability information
Power.
3. method according to claim 2, which is characterized in that described obtain corresponds to the mesh in multiple logistics object informations
In the step of marking the age information of stream line, cost information and/or service capability information, the step of obtaining the age information
Include:
Obtain each node in the stream line corresponding to target stream line information of multiple logistics object informations;
Obtain the corresponding timeliness data of each node;
According to the corresponding timeliness data of each node, the age information of the stream line is calculated.
4. method according to claim 2, which is characterized in that described obtain corresponds to the mesh in multiple logistics object informations
In the step of marking the age information of stream line, cost information and/or service capability information, the step of obtaining the cost information
Include:
Obtain the Item Information in the logistics order information, the Item Information includes the classification of article, volume, quantity, again
Amount and/or frangible degree;
The pricing information for corresponding to the stream line of target stream line is obtained, the pricing information includes initial prices and continuous weight
Price;
Using the Item Information and the pricing information, the corresponding cost information of the stream line is calculated.
5. method according to claim 2, which is characterized in that described obtain corresponds to the mesh in multiple logistics object informations
In the step of marking the age information, cost information and/or service capability information of stream line, the service capability information is obtained
Step includes:
It is thrown according to the historical user feedback logistics service scoring of the corresponding stream line of the target line information, history exception part
It tells and/or history site services the current service scoring of score in predicting.
6. method as claimed in claim 3, which is characterized in that the node includes: delivery city, pulls and receive site, in transfer
The heart and send site with charge free;
The timeliness data of each node include: pull time receiving length, transfer duration, send duration with charge free and pull receive-sign for duration.
7. method as claimed in claim 3, which is characterized in that it is described before the step of obtaining the timeliness data of each node,
The step of acquisition age information further include:
Judge whether each node is real node;
It is described to include: according to the corresponding timeliness data of each node acquisition
Corresponding timeliness data are obtained according to each real node.
8. the method for claim 7, which is characterized in that described to judge whether each node is institute after real node
State method further include:
When judging one of node is non-real physical node, the corresponding logistics objects services ability of the logistics object is determined
It is unsatisfactory for logistics Object Selection condition.
9. the method for claim 7, which is characterized in that described to judge the step of whether each node is real node packet
It includes:
Using the node that can not be sent with charge free in range of the logistics object information as non-real physical node.
10. the method for claim 7, which is characterized in that described that the step of whether each node is real node judged
Include:
With the street of the posting address of the logistics company for basic granularity, statistics specifies the industry that each street is sent in duration in the past
The quantity of business object;
When the quantity of the business object counted is less than threshold value, judge that corresponding pull of each business object is received-signed for the used time and be
It is no greater than other logistics companies the route be averaged pull receive-sign for the used time;
When being greater than, using the node corresponding with the street of the logistics company as suspect node;
Non-real physical node is filtered out from the suspect node.
11. the method as described in claim 1, which is characterized in that logistics order information is received, from the logistics order information
Obtain target stream line information the step of include:
Obtain the outbox address information and posting address information in the logistics order information;
Target stream line information is calculated using the outbox address information and the posting address information.
12. method as claimed in claim 11, which is characterized in that the outbox address obtained in the logistics order information
The step of information and posting address information includes:
The address character string of outbox address information and posting address information is subjected to the decomposition of structuring semanteme;
Using structuring semantic template, judge whether the address character string after decomposing is complete;
When address character string after the decomposition is imperfect, the content of database completion missing is utilized.
13. the method as described in claim 1, which is characterized in that after the reception logistics order information, the method is also wrapped
It includes:
Obtain the remark information in the logistics order information;
Judge in the remark information with the presence or absence of recipient white list logistics object;
When there are the recipient white list logistics object, the logistics object letter of the recipient white list logistics object is obtained
Breath;
In the step of offer multiple logistics object informations, the logistics object information includes the recipient white list logistics
The logistics object information of object.
14. method as claimed in claim 13, which is characterized in that when judge in the remark information there is no recipient it is white
After list logistics object, the method also includes:
Judge in the remark information with the presence or absence of recipient blacklist logistics object;
When there are the recipient blacklist logistics object, outbox side's white list logistics object is judged whether there is;
When there are outbox side's white list logistics object, judge in outbox side's white list logistics object with the presence or absence of the recipient
Blacklist logistics object;And
When there are recipient blacklist logistics object, by the recipient blacklist logistics object from outbox side's white list
It is deleted in logistics object;
In the step of offer multiple logistics object informations, the multiple logistics object information includes deleting the recipient
The logistics object information of outbox side's white list logistics object after blacklist logistics object.
15. method as claimed in claim 13, which is characterized in that when judge in the remark information there is no recipient it is white
After list logistics object, the method also includes:
Judge in the remark information with the presence or absence of recipient blacklist logistics object;
When there are recipient blacklist logistics object, the step of the offer multiple logistics object informations after, the method
Further include:
The logistics object information of the recipient blacklist logistics object is deleted from the multiple logistics object information.
16. method as claimed in claim 14, which is characterized in that when judging in the remark information there is no the black name of recipient
When single logistics object, and there are when outbox side's white list logistics object, the offer multiple logistics object informations the step of it
Afterwards, the method also includes:
The logistics object information is added in the logistics object information of outbox side's white list logistics object;
When there are outbox side's blacklist logistics object, the step of the offer multiple logistics object informations after, the method
Further include:
The logistics object information of outbox side's blacklist logistics object is deleted from the multiple logistics object information.
17. a kind of electronic device characterized by comprising
Processor;
Memory, wherein computer-readable program is stored with, when the computer-readable program is run on said electronic device
When, cause the memory to execute operations described below:
Multiple logistics object informations are provided, the logistics object information includes the associated multiple stream line letters of the logistics object
Breath and the corresponding logistics objects services ability information of the multiple stream line;
Logistics order information is received, target stream line information is obtained from the logistics order information;
According to the target stream line information, obtains and correspond to the target stream line in the multiple logistics object information
Logistics objects services ability;
Determine that the logistics objects services ability meets the logistics object information of logistics Object Selection condition.
18. electronic device as claimed in claim 17, which is characterized in that according to the target stream line information, obtain institute
Stating the operation of logistics objects services ability in multiple logistics object informations corresponding to the target stream line includes:
Obtain age information, cost information and/or the service for corresponding to the target stream line in multiple logistics object informations
Ability information;
The logistics objects services energy is obtained according to the age information, the cost information and/or the service capability information
Power.
19. electronic device as claimed in claim 18, which is characterized in that described obtain corresponds in multiple logistics object informations
In the step of age information of the target stream line, cost information and/or service capability information, the age information is obtained
The step of include:
Obtain each node in the stream line corresponding to target stream line information of multiple logistics object informations;
Obtain the corresponding timeliness data of each node;
According to the corresponding timeliness data of each node, the age information of the stream line is calculated.
20. electronic device as claimed in claim 18, which is characterized in that described obtain corresponds in multiple logistics object informations
In the operation of the age information of the target stream line, cost information and/or service capability information, the cost information is obtained
Operation include:
Obtain the Item Information in the logistics order information, the Item Information includes the classification of article, volume, quantity, again
Amount and/or frangible degree;
The pricing information for corresponding to the stream line of target stream line is obtained, the pricing information includes initial prices and continuous weight
Price;
Using the Item Information and the pricing information, the corresponding cost information of the stream line is calculated.
21. electronic device as claimed in claim 18, which is characterized in that described obtain corresponds in multiple logistics object informations
In the operation of the age information of the target stream line, cost information and/or service capability information, the service ability is obtained
The operation of information includes:
It is thrown according to the historical user feedback logistics service scoring of the corresponding stream line of the target line information, history exception part
It tells and/or history site services the current service scoring of score in predicting.
22. electronic device as claimed in claim 19, which is characterized in that the node include: delivery city, pull receive site,
Relay centre and send site with charge free;
The timeliness data of each node include: pull time receiving length, transfer duration, send duration with charge free and pull receive-sign for duration.
23. electronic device as claimed in claim 19, which is characterized in that the operation in the timeliness data for obtaining each node
Before, the operation for obtaining age information further include:
Judge whether each node is real node;
It is described to include: according to the corresponding timeliness data of each node acquisition
Corresponding timeliness data are obtained according to each real node.
24. electronic device as claimed in claim 23, which is characterized in that it is described judge each node whether be real node it
Afterwards, the method also includes:
When judging one of node is non-real physical node, the corresponding logistics objects services ability of the logistics object is determined
It is unsatisfactory for logistics Object Selection condition.
25. electronic device as claimed in claim 23, which is characterized in that described to judge whether each node is real node
Operation includes:
Using the node that can not be sent with charge free in range of the logistics object information as non-real physical node.
26. electronic device as claimed in claim 23, which is characterized in that described to judge whether each node is real node
Operation includes:
With the street of the posting address of the logistics company for basic granularity, statistics specifies the industry that each street is sent in duration in the past
The quantity of business object;
When the quantity of the business object counted is less than threshold value, judge that corresponding pull of each business object is received-signed for the used time and be
It is no greater than other logistics companies the route be averaged pull receive-sign for the used time;
When being greater than, using the node corresponding with the street of the logistics company as suspect node;
Non-real physical node is filtered out from the suspect node.
27. electronic device as claimed in claim 17, which is characterized in that logistics order information is received, from the logistics order
In information obtain target stream line information operation include:
Obtain the outbox address information and posting address information in the logistics order information;
Target stream line information is calculated using the outbox address information and the posting address information.
28. electronic device as claimed in claim 27, which is characterized in that the outbox obtained in the logistics order information
The operation of address information and posting address information includes:
The address character string of outbox address information and posting address information is subjected to the decomposition of structuring semanteme;
Using structuring semantic template, judge whether the address character string after decomposing is complete;
When address character string after the decomposition is imperfect, the content of database completion missing is utilized.
29. electronic device as claimed in claim 17, which is characterized in that after the reception logistics order information, the side
Method further include:
Obtain the remark information in the logistics order information;
Judge in the remark information with the presence or absence of recipient white list logistics object;
When there are the recipient white list logistics object, the logistics object letter of the recipient white list logistics object is obtained
Breath;
In the operation for providing multiple logistics object informations, the logistics object information includes the recipient white list logistics
The logistics object information of object.
30. electronic device as claimed in claim 29, which is characterized in that when judging in the remark information there is no addressee
After square white list logistics object, the method also includes:
Judge in the remark information with the presence or absence of recipient blacklist logistics object;
When there are the recipient blacklist logistics object, outbox side's white list logistics object is judged whether there is;
When there are outbox side's white list logistics object, judge in outbox side's white list logistics object with the presence or absence of the recipient
Blacklist logistics object;And
When there are recipient blacklist logistics object, by the recipient blacklist logistics object from outbox side's white list
It is deleted in logistics object;
In the operation for providing multiple logistics object informations, the multiple logistics object information includes deleting the recipient
The logistics object information of outbox side's white list logistics object after blacklist logistics object.
31. electronic device as claimed in claim 29, which is characterized in that when judging in the remark information there is no addressee
After square white list logistics object, the method also includes:
Judge in the remark information with the presence or absence of recipient blacklist logistics object;
When there are recipient blacklist logistics object, after the operation that multiple logistics object informations are provided, the method
Further include:
The logistics object information of the recipient blacklist logistics object is deleted from the multiple logistics object information.
32. electronic device as claimed in claim 30, which is characterized in that when judging in the remark information there is no recipient
When blacklist logistics object, the method also includes:
When there are outbox side's white list logistics object, after the operation that multiple logistics object informations are provided, the method
Further include:
The logistics object information is added in the logistics object information of outbox side's white list logistics object;
When there are outbox side's blacklist logistics object, after the operation that multiple logistics object informations are provided, the method
Further include:
The logistics object information of outbox side's blacklist logistics object is deleted from the multiple logistics object information.
33. a kind of logistics object selecting device characterized by comprising
Module is provided, for providing multiple logistics object informations, the logistics object information includes that the logistics object is associated
Multiple stream line information and the corresponding logistics objects services ability information of the multiple stream line;
It receives and obtains module, for receiving logistics order information, target stream line letter is obtained from the logistics order information
Breath;
Module is obtained, corresponds to institute in the multiple logistics object information for obtaining according to the target stream line information
State the logistics objects services ability of target stream line;
Determining module, for determining that the logistics objects services ability meets the logistics object information of logistics Object Selection condition.
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