CN110503528A - A kind of circuit recommendation method, apparatus, equipment and storage medium - Google Patents
A kind of circuit recommendation method, apparatus, equipment and storage medium Download PDFInfo
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- G06Q30/00—Commerce
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Abstract
The embodiment of the invention discloses a kind of circuit recommendation method, apparatus, equipment and storage mediums, this method comprises: obtaining user according to user current location from user's history behavioral data and triggering and using the current location as the candidate line set of starting point；If in the candidate line set, the current source of goods sum to be shipped sent is less than preset source of goods amount threshold on each candidate line, then expand the range of at least one destination in the candidate line set；Corresponding target line set after determining the range through expanding destination, and the target line set is recommended into user, wherein the current source of goods sum to be shipped sent is not less than the source of goods amount threshold in each target line in the target line set.The embodiment of the present invention considers that source of goods quantity and user for recessiveness constraint condition known to route, guarantee in restrictive condition, the push quantity for maximizing the source of goods and user improve the efficiency of circuit recommendation for the balance of the preference of historical route.
Description
Technical field
The present embodiments relate to Internet technical field more particularly to a kind of circuit recommendation method, apparatus, equipment and deposit
Storage media.
Background technique
With the development of internet and intelligent terminal technology, also exponentially grade increases information content, and user needed from intelligent end
Its content paid close attention to the most is chosen in the information that the numerous applications (APP) installed in end provide.Inside APP, equally also have each
The information of kind various kinds attracts the eyeball of user.So, how by the massive information in application selectively, possess personalized spy
The content of sign actively recommends user, becomes current main direction of studying.
In logistic industry, the owner of cargo can be placed an order by the application on intelligent terminal to transport the source of goods, fill in information of freight source
And the order informations such as route transported, car owner then can therefrom select oneself to like and can accept according to order information
Order improves work efficiency to can be realized from delivering to transporting on the net again to the whole flow process received.
In general, application can recommend the order for being suitble to him for different car owners, however, transporting order to the source of goods in the prior art
That recommends considers, and is also all the experience that concentrates on and the assurance in market future is carried out in subjective judgement and selection, therefore, it is recommended that
Efficiency it is not high and excessively unilateral.
Summary of the invention
The embodiment of the present invention provides a kind of circuit recommendation method, apparatus, equipment and storage medium, to improve circuit recommendation effect
Rate.
In a first aspect, the embodiment of the invention provides a kind of circuit recommendation methods, comprising:
According to user current location, user is obtained from user's history behavioral data and was triggered and with the present bit
It is set to the candidate line set of starting point；
If in the candidate line set, the current source of goods sum to be shipped sent is less than the preset source of goods on each candidate line
Amount threshold then expands the range of at least one destination in the candidate line set；
Corresponding target line set after determining the range through expanding destination, and the target line set is recommended
User, wherein the current source of goods sum to be shipped sent is not less than the source of goods number in each target line in the target line set
Measure threshold value.
Second aspect, the embodiment of the invention also provides a kind of circuit recommendation devices, comprising:
Candidate line set obtains module, for obtaining and using from user's history behavioral data according to user current location
It triggered and using the current location as the candidate line set of starting point in family；
Destination range extension module, if in the candidate line set, it is currently to be shipped on each candidate line to send
Source of goods sum be less than preset source of goods amount threshold, then expand the model of at least one destination in the candidate line set
It encloses；
Target line set recommending module, for determining the corresponding target line set after the range of expansion destination,
And the target line set is recommended into user, wherein currently to be shipped in each target line in the target line set to send
Source of goods sum be not less than the source of goods amount threshold.
The third aspect, the embodiment of the invention also provides a kind of computer equipments, comprising:
One or more processors；
Storage device, for storing one or more programs,
When one or more of programs are executed by one or more of processors, so that one or more of processing
Device realizes the circuit recommendation method as described in any embodiment of the present invention.
Fourth aspect, the embodiment of the invention also provides a kind of computer readable storage mediums, are stored thereon with computer
Program realizes the circuit recommendation method as described in any embodiment of the present invention when the program is executed by processor.
The embodiment of the present invention obtained from user's history behavioral data according to user current location user triggered and with
The current location is the candidate line set of starting point, then judges that the current source of goods sum to be shipped sent is on each candidate line
It is no to be less than preset source of goods amount threshold, and when judging to be less than, expand at least one of described candidate line set
The range of destination, until determining that the current source of goods sum to be shipped sent is not less than the source of goods amount threshold in each target line
Target line set, and car owner user is recommended, thus by considering source of goods quantity and user for known to route
Recessive constraint condition, guarantees in restrictive condition, maximize the source of goods push quantity and user for historical route preference
Balance, improves the efficiency of circuit recommendation.
Detailed description of the invention
Fig. 1 is the flow chart of the circuit recommendation method in the embodiment of the present invention one；
Fig. 2 a is the flow chart of the circuit recommendation method in the embodiment of the present invention two；
Fig. 2 b is the schematic diagram for expanding route destination range in the embodiment of the present invention two；
Fig. 3 is the structural schematic diagram of the circuit recommendation device in the embodiment of the present invention three；
Fig. 4 is the structural schematic diagram of the computer equipment in the embodiment of the present invention four.
Specific embodiment
The present invention is described in further detail with reference to the accompanying drawings and examples.It is understood that this place is retouched
The specific embodiment stated is used only for explaining the present invention rather than limiting the invention.It also should be noted that in order to just
Only the parts related to the present invention are shown in description, attached drawing rather than entire infrastructure.
In big part logistics and transportation industry, user is generally the driver of cart or lorry, the complete base of their interaction locus
It is determined in that will transport with institute's freight, but because road traffic has many limitations, driver for the passage of cart
It is more biased towards in traveling in a certain range of region oneself once gone.Because limiting transported range, this causes to take charge of
Machine is limited to by geographic range selecting optional content when cargo.The embodiment of the present invention in the industry of Over-size transport logistics,
It is whether interested in the cargo of this route that it is reacted using the click condition to historical route of driver user, and is balanced
The quantity of geographic range known to user and selectable transport cargo, reaches the circuit recommendation efficiency for improving and transporting the source of goods.
Fig. 1 is the flow chart of the circuit recommendation method in the embodiment of the present invention one, and the present embodiment is applicable to as car owner's use
Recommend the case where transporting the route of the source of goods in family.This method can be executed by circuit recommendation device, which can use software
And/or the mode of hardware is realized, and is configurable in computer equipment, such as in server.As shown in Figure 1, this method is specific
Include:
S101, according to user current location, obtain user from user's history behavioral data and triggered and worked as with described
Anteposition is set to the candidate line set of starting point.
Each user has its unique identification, and the historical behavior number of each user can be got based on the unique identification
According to, such as which route user browsed, and has selected transport cargo, starting point and mesh in which route and these routes
The details such as the position on ground.
The real-time position of user, such as Beijing can be got by GPS, if that the historical behavior data of the user
In the transportation route comprising Beijing to somewhere, and user triggered the route, then using the route as candidate line, worked as candidate line
When road has multiple, then the candidate line set is constituted.
If in S102, the candidate line set, the current source of goods sum to be shipped sent is less than default on each candidate line
Source of goods amount threshold, then expand the range of at least one destination in the candidate line set.
It all can include the details such as the source of goods sum for transporting cargo in the corresponding information of each route, therefore can count
It calculates and show that the current source of goods to be shipped sent is total on each candidate line in candidate line set.Then by itself and preset source of goods quantity
Threshold value is compared, it is therefore an objective to be ensured can there is a certain number of sources of goods in the route recommended, be improved the matching probability of route.
Wherein, the source of goods amount threshold can according to actual scene demand predefine, it can also be carried out in real time improve and more
Newly, the embodiment of the present invention is not limited in any way this.
If be not less than source of goods amount threshold, candidate line set directly can be recommended into user, allow user therefrom
The route of oneself hobby is selected to transport the source of goods.Conversely, then carrying out widened mode using the destination range to route, increasing
While adding source of goods quantity, it can also ensure that the route after expanding is also the route of the possible preference of user, improve route by user
The probability of selection.
Specifically, can choose any bar route or a plurality of route in candidate line set, and by the model of its destination
Expansion is enclosed, the destination range of all candidate lines can also all be expanded.Optionally, in a kind of specific embodiment,
The range for expanding at least one destination in the candidate line set, comprising:
Expand institute according to the sequence of the affiliated administrative region range in destination from small to large according to administrative division principle
State the range of the destination of each candidate line in candidate line set.
Wherein, the administrative division principle, such as can be flag, county, area, Huo Zhemeng, city etc., range from it is small to
Greatly, if that the destination of a certain candidate line is the county A, then it can be expanded to the area A, then from user current location
All routes within the scope of to the area A, all can serve as the object of Candidate Recommendation.
S103, determine range through expanding destination after corresponding target line set, and by the target line set
Recommend user, wherein described in the current source of goods sum to be shipped sent is not less than in each target line in the target line set
Source of goods amount threshold.
If in the target line set obtained after expanding destination range, the source of goods quantity summation on all routes is also
It is less than the source of goods amount threshold, then can continue to expand the destination range after last expand again, until
Until source of goods quantity summation is not less than source of goods amount threshold.
Therefore, optionally, before the target line set being recommended user, the method also includes:
If the current source of goods sum to be shipped sent is less than the source of goods number in each target line in the target line set
Threshold value is measured, then continues to execute the operation for expanding the range of the destination of each candidate line in the candidate line set,
The current source of goods sum to be shipped sent is not less than the source of goods in corresponding each target line after the range through expanding destination
Until amount threshold.
Specifically, one or more route can be selected to continue to expand from the target line set after expansion,
Whole destinations in target line set can be continued to expand, the embodiment of the present invention does not do this any restriction.
The embodiment of the present invention obtained from user's history behavioral data according to user current location user triggered and with
The current location is the candidate line set of starting point, then judges that the current source of goods sum to be shipped sent is on each candidate line
It is no to be less than preset source of goods amount threshold, and when judging to be less than, expand at least one of described candidate line set
The range of destination, until determining that the current source of goods sum to be shipped sent is not less than the source of goods amount threshold in each target line
Target line set, and car owner user is recommended, thus by considering source of goods quantity and user for known to route
Recessive constraint condition, guarantees in restrictive condition, maximize the source of goods push quantity and user for historical route preference
Balance, improves the efficiency of circuit recommendation.
Embodiment two
Fig. 2 is the flow chart of the circuit recommendation method in the embodiment of the present invention two, base of the present embodiment two in embodiment one
Further optimized on plinth.As shown in Figure 2, which comprises
S201, according to user current location, obtain user from user's history behavioral data and triggered and worked as with described
Anteposition is set to the candidate line set of starting point.
S202, judge in the candidate line set, whether the current source of goods sum to be shipped sent is less than on each candidate line
Preset source of goods amount threshold then executes S203, if the judgment is Yes, then executes S204 if the judgment is No.
S203, the candidate line set is recommended into user.
S204, using any candidate line in the candidate line set as current candidate route, and according to administrative area
Domain division principle expands the mesh of the current candidate route according to the sequence of the affiliated administrative region range in destination from small to large
Ground range.
If the current source of goods sum to be shipped sent is less than the goods in each target line in S205, the target line set
Source amount threshold, then: the range of the destination in the current candidate route after expanding being expanded again, or by institute
Other candidate lines in target line set are stated as new current candidate route, and it is described current to continue to execute the expansion
The operation of the range of the destination of candidate line, after the range through expanding destination in corresponding each target line currently to
Until the source of goods sum of transport is not less than the source of goods amount threshold.
In the present embodiment, it provides a kind of one by one to the widened specific embodiment of route destination progress.First from
Any bar route is selected in candidate line set, and the range of its destination is expanded, the line after then counting the expansion
Whether the source of goods sum of All other routes is greater than or equal to source of goods amount threshold in road and candidate line set；If the judgment is Yes,
Then without continuing to expand, currently available target line set is recommended；Conversely, then needing to continue to expand.Implement
When, destination of the current line selected before after expanding can be continued to expand, it can also be from candidate line set
The route destination not expanded before middle selection is expanded, corresponding each target after the range through expanding destination
The current source of goods sum to be shipped sent is not less than until the source of goods amount threshold on route.
Illustratively, Fig. 2 b is the schematic diagram for expanding route destination range in the embodiment of the present invention two.It can be with from figure
Find out, the route triggered in user's history data is from current location to the county A and the county B two lines road, if this two lines road
Source of goods sum be less than source of goods amount threshold, then the county A first can be expanded to the city A, if continuing still less than source of goods amount threshold
It is expanded to A province, if expanded still less than source of goods amount threshold to the county B.It certainly, can also be first as another example
The county A is expanded to the city A, the county B is then expanded to the city B, the city A is then expanded to A province again, or the city B is expanded to B province, directly
Until source of goods sum in the target line after expansion is not less than source of goods amount threshold.
What needs to be explained here is that expanding to destination range, a maximum magnitude threshold value can be set, such as not
The range also bigger than saving can be expanded to.Because if destination range expands without limitation, it will cause the positions after expansion to exceed
The preference of car owner user can reduce user to the select probability of the route instead.It is thus necessary to determine that a suitable range threshold
Value, is gradually expanded according to administrative division principle according to range from small to large in the range.
S206, the target line set is recommended into user, wherein in the target line set in each target line
Source of goods sum currently to be transported is not less than the source of goods amount threshold.
The embodiment of the present invention obtained from user's history behavioral data according to user current location user triggered and with
The current location is the candidate line set of starting point, then judges that the current source of goods sum to be shipped sent is on each candidate line
It is no to be less than preset source of goods amount threshold, and when judging to be less than, in different routes, successively to its destination range
Expanded, it is not small until determining to expand the current source of goods sum to be shipped sent in each target line obtained after the range of destination
In the target line set of the source of goods amount threshold, and recommended car owner user, thus by consider source of goods quantity with
User guarantees in restrictive condition recessiveness constraint condition known to route, maximizes push quantity and the user couple of the source of goods
In the balance of the preference of historical route, the efficiency of circuit recommendation is improved.
Embodiment three
Fig. 3 is the structural schematic diagram of the circuit recommendation device in the embodiment of the present invention three, and the present embodiment is applicable to as vehicle
Primary user recommends the case where transporting the route of the source of goods.As shown in figure 3, the device includes:
Candidate line set obtains module 310, for being obtained from user's history behavioral data according to user current location
User triggered and using the current location as the candidate line set of starting point；
Destination range extension module 320, if in the candidate line set, it is current to be shipped on each candidate line
The source of goods sum sent is less than preset source of goods amount threshold, then expands at least one destination in the candidate line set
Range；
Target line set recommending module 330, for corresponding target line collection after determining the range through expanding destination
It closes, and the target line set is recommended into user, wherein is current to be shipped in each target line in the target line set
The source of goods sum sent is not less than the source of goods amount threshold.
The embodiment of the present invention obtained from user's history behavioral data according to user current location user triggered and with
The current location is the candidate line set of starting point, then judges that the current source of goods sum to be shipped sent is on each candidate line
It is no to be less than preset source of goods amount threshold, and when judging to be less than, expand at least one of described candidate line set
The range of destination, until determining that the current source of goods sum to be shipped sent is not less than the source of goods amount threshold in each target line
Target line set, and car owner user is recommended, thus by considering source of goods quantity and user for known to route
Recessive constraint condition, guarantees in restrictive condition, maximize the source of goods push quantity and user for historical route preference
Balance, improves the efficiency of circuit recommendation.
Optionally, the destination range extension module is specifically used for:
Expand institute according to the sequence of the affiliated administrative region range in destination from small to large according to administrative division principle
State the range of the destination of each candidate line in candidate line set.
Optionally, described device further includes circulation execution module, is specifically used for:
Before the target line set is recommended user by the target line set recommending module, if the mesh
The current source of goods sum to be shipped sent is less than the source of goods amount threshold in each target line in mark line set, then continues to execute institute
The operation for expanding the range of the destination of each candidate line in the candidate line set is stated, until the model through expanding destination
The current source of goods sum to be shipped sent is enclosed in rear corresponding each target line not less than until the source of goods amount threshold.
Optionally, the destination range extension module is specifically used for:
Using any candidate line in the candidate line set as current candidate route, and according to administrative division
Principle expands the destination of the current candidate route according to the sequence of the affiliated administrative region range in destination from small to large
Range.
Optionally, the circulation execution module, is also used to:
Before the target line set is recommended user by the target line set recommending module, if the mesh
The current source of goods sum to be shipped sent is less than the source of goods amount threshold in each target line in mark line set, then:
The range of destination in the current candidate route after expanding is expanded again,
Or using other candidate lines in the target line set as new current candidate route, and continue to execute
The operation of the range of the destination for expanding the current candidate route,
The current source of goods sum to be shipped sent is not less than in corresponding each target line after the range through expanding destination
Until the source of goods amount threshold.
Circuit recommendation device provided by the embodiment of the present invention can be performed route provided by any embodiment of the invention and push away
Method is recommended, has and executes the corresponding functional module of circuit recommendation method and beneficial effect.
Example IV
Fig. 4 is a kind of structural schematic diagram for computer equipment that the embodiment of the present invention four provides.Fig. 4, which is shown, to be suitable for being used to
Realize the block diagram of the exemplary computer device 12 of embodiment of the present invention.The computer equipment 12 that Fig. 4 is shown is only one
Example, should not function to the embodiment of the present invention and use scope bring any restrictions.
As shown in figure 4, computer equipment 12 is showed in the form of universal computing device.The component of computer equipment 12 can be with
Including but not limited to: one or more processor or processing unit 16, system storage 28 connect different system components
The bus 18 of (including system storage 28 and processing unit 16).
Bus 18 indicates one of a few class bus structures or a variety of, including memory bus or Memory Controller,
Peripheral bus, graphics acceleration port, processor or the local bus using any bus structures in a variety of bus structures.It lifts
For example, these architectures include but is not limited to industry standard architecture (ISA) bus, microchannel architecture (MAC)
Bus, enhanced isa bus, Video Electronics Standards Association (VESA) local bus and peripheral component interconnection (PCI) bus.
Computer equipment 12 typically comprises a variety of computer system readable media.These media can be it is any can be by
The usable medium that computer equipment 12 accesses, including volatile and non-volatile media, moveable and immovable medium.
System storage 28 may include the computer system readable media of form of volatile memory, such as arbitrary access
Memory (RAM) 30 and/or cache memory 32.Computer equipment 12 may further include it is other it is removable/can not
Mobile, volatile/non-volatile computer system storage medium.Only as an example, storage system 34 can be used for reading and writing not
Movably, non-volatile magnetic media (Fig. 4 do not show, commonly referred to as " hard disk drive ").It although not shown in fig 4, can be with
The disc driver for reading and writing to removable non-volatile magnetic disk (such as " floppy disk ") is provided, and non-volatile to moving
The CD drive of CD (such as CD-ROM, DVD-ROM or other optical mediums) read-write.In these cases, each driving
Device can be connected by one or more data media interfaces with bus 18.Memory 28 may include that at least one program produces
Product, the program product have one group of (for example, at least one) program module, these program modules are configured to perform of the invention each
The function of embodiment.
Program/utility 40 with one group of (at least one) program module 42 can store in such as memory 28
In, such program module 42 include but is not limited to operating system, one or more application program, other program modules and
It may include the realization of network environment in program data, each of these examples or certain combination.Program module 42 is usual
Execute the function and/or method in embodiment described in the invention.
Computer equipment 12 can also be with one or more external equipments 14 (such as keyboard, sensing equipment, display 24
Deng) communication, can also be enabled a user to one or more equipment interact with the computer equipment 12 communicate, and/or with make
The computer equipment 12 any equipment (such as network interface card, the modulatedemodulate that can be communicated with one or more of the other calculating equipment
Adjust device etc.) communication.This communication can be carried out by input/output (I/O) interface 22.Also, computer equipment 12 may be used also
To pass through network adapter 20 and one or more network (such as local area network (LAN), wide area network (WAN) and/or public network
Network, such as internet) communication.As shown, network adapter 20 is logical by other modules of bus 18 and computer equipment 12
Letter.It should be understood that although not shown in the drawings, can in conjunction with computer equipment 12 use other hardware and/or software module, including
But it is not limited to: microcode, device driver, redundant processing unit, external disk drive array, RAID system, tape drive
And data backup storage system etc..
Processing unit 16 by the program that is stored in system storage 28 of operation, thereby executing various function application and
Data processing, such as realize circuit recommendation method provided by the embodiment of the present invention, comprising:
According to user current location, user is obtained from user's history behavioral data and was triggered and with the present bit
It is set to the candidate line set of starting point；
If in the candidate line set, the current source of goods sum to be shipped sent is less than the preset source of goods on each candidate line
Amount threshold then expands the range of at least one destination in the candidate line set；
Corresponding target line set after determining the range through expanding destination, and the target line set is recommended
User, wherein the current source of goods sum to be shipped sent is not less than the source of goods number in each target line in the target line set
Measure threshold value.
Embodiment five
The embodiment of the present invention five additionally provides a kind of computer readable storage medium, is stored thereon with computer program, should
The circuit recommendation method as provided by the embodiment of the present invention is realized when program is executed by processor, comprising:
According to user current location, user is obtained from user's history behavioral data and was triggered and with the present bit
It is set to the candidate line set of starting point；
If in the candidate line set, the current source of goods sum to be shipped sent is less than the preset source of goods on each candidate line
Amount threshold then expands the range of at least one destination in the candidate line set；
Corresponding target line set after determining the range through expanding destination, and the target line set is recommended
User, wherein the current source of goods sum to be shipped sent is not less than the source of goods number in each target line in the target line set
Measure threshold value.
The computer storage medium of the embodiment of the present invention, can be using any of one or more computer-readable media
Combination.Computer-readable medium can be computer-readable signal media or computer readable storage medium.It is computer-readable
Storage medium for example may be-but not limited to-the system of electricity, magnetic, optical, electromagnetic, infrared ray or semiconductor, device or
Device, or any above combination.The more specific example (non exhaustive list) of computer readable storage medium includes: tool
There are electrical connection, the portable computer diskette, hard disk, random access memory (RAM), read-only memory of one or more conducting wires
(ROM), erasable programmable read only memory (EPROM or flash memory), optical fiber, portable compact disc read-only memory (CD-
ROM), light storage device, magnetic memory device or above-mentioned any appropriate combination.In this document, computer-readable storage
Medium can be any tangible medium for including or store program, which can be commanded execution system, device or device
Using or it is in connection.
Computer-readable signal media may include in a base band or as carrier wave a part propagate data-signal,
Wherein carry computer-readable program code.The data-signal of this propagation can take various forms, including but unlimited
In electromagnetic signal, optical signal or above-mentioned any appropriate combination.Computer-readable signal media can also be that computer can
Any computer-readable medium other than storage medium is read, which can send, propagates or transmit and be used for
By the use of instruction execution system, device or device or program in connection.
The program code for including on computer-readable medium can transmit with any suitable medium, including --- but it is unlimited
In wireless, electric wire, optical cable, RF etc. or above-mentioned any appropriate combination.
The computer for executing operation of the present invention can be write with one or more programming languages or combinations thereof
Program code, described program design language include object oriented program language-such as Java, Smalltalk, C++,
Further include conventional procedural programming language-such as " C " language or similar programming language.Program code can be with
It fully executes, partly execute on the user computer on the user computer, being executed as an independent software package, portion
Divide and partially executes or executed on a remote computer or server completely on the remote computer on the user computer.In
Be related in the situation of remote computer, remote computer can pass through the network of any kind --- including local area network (LAN) or
Wide area network (WAN)-be connected to subscriber computer, or, it may be connected to outer computer (such as mentioned using Internet service
It is connected for quotient by internet).
Note that the above is only a better embodiment of the present invention and the applied technical principle.It will be appreciated by those skilled in the art that
The invention is not limited to the specific embodiments described herein, be able to carry out for a person skilled in the art it is various it is apparent variation,
It readjusts and substitutes without departing from protection scope of the present invention.Therefore, although being carried out by above embodiments to the present invention
It is described in further detail, but the present invention is not limited to the above embodiments only, without departing from the inventive concept, also
It may include more other equivalent embodiments, and the scope of the invention is determined by the scope of the appended claims.
Claims (10)
1. a kind of circuit recommendation method characterized by comprising
According to user current location, user is obtained from user's history behavioral data and triggered and was with the current location
The candidate line set of starting point；
If in the candidate line set, the current source of goods sum to be shipped sent is less than preset source of goods quantity on each candidate line
Threshold value then expands the range of at least one destination in the candidate line set；
Corresponding target line set after determining the range through expanding destination, and the target line set is recommended into use
Family, wherein the current source of goods sum to be shipped sent is not less than the source of goods quantity in each target line in the target line set
Threshold value.
2. the method according to claim 1, wherein described expand at least one of described candidate line set
The range of destination, comprising:
Expand the time according to the sequence of the affiliated administrative region range in destination from small to large according to administrative division principle
Select the range of the destination of each candidate line in line set.
3. according to the method described in claim 2, it is characterized in that, before the target line set is recommended user, institute
State method further include:
If the current source of goods sum to be shipped sent is less than the source of goods quantity threshold in each target line in the target line set
Value then continues to execute the operation for expanding the range of the destination of each candidate line in the candidate line set, until
The current source of goods sum to be shipped sent is not less than the source of goods quantity in corresponding each target line after being expanded the range of destination
Until threshold value.
4. the method according to claim 1, wherein described expand at least one of described candidate line set
The range of destination, comprising:
Using any candidate line in the candidate line set as current candidate route, and according to administrative division original
Then, the sequence according to the affiliated administrative region range in destination from small to large, expands the model of the destination of the current candidate route
It encloses.
5. according to the method described in claim 4, it is characterized in that, before the target line set is recommended user, institute
State method further include:
If the current source of goods sum to be shipped sent is less than the source of goods quantity threshold in each target line in the target line set
Value, then:
The range of destination in the current candidate route after expanding is expanded again,
Or using other candidate lines in the target line set as new current candidate route, and continue to execute described
Expand the operation of the range of the destination of the current candidate route,
Described in the current source of goods sum to be shipped sent is not less than in corresponding each target line after the range through expanding destination
Until source of goods amount threshold.
6. a kind of circuit recommendation device characterized by comprising
Candidate line set obtains module, for obtaining user's touching from user's history behavioral data according to user current location
It sent out and using the current location as the candidate line set of starting point；
Destination range extension module, if in the candidate line set, the current goods to be shipped sent on each candidate line
Source sum is less than preset source of goods amount threshold, then expands the range of at least one destination in the candidate line set；
Target line set recommending module, for corresponding target line set after determining the range through expanding destination, and will
The target line set recommends user, wherein the current goods to be shipped sent in each target line in the target line set
Source sum is not less than the source of goods amount threshold.
7. device according to claim 6, which is characterized in that the destination range extension module is specifically used for:
Expand the time according to the sequence of the affiliated administrative region range in destination from small to large according to administrative division principle
Select the range of the destination of each candidate line in line set.
8. device according to claim 7, which is characterized in that described device further includes circulation execution module, is specifically used for:
Before the target line set is recommended user by the target line set recommending module, if the score
The current source of goods sum to be shipped sent is less than the source of goods amount threshold in each target line in the set of road, then continues to execute the expansion
The operation of the range of the destination of each candidate line in the big candidate line set, after the range through expanding destination
The current source of goods sum to be shipped sent is not less than until the source of goods amount threshold in corresponding each target line.
9. a kind of computer equipment characterized by comprising
One or more processors；
Storage device, for storing one or more programs,
When one or more of programs are executed by one or more of processors, so that one or more of processors are real
Now such as circuit recommendation method as claimed in any one of claims 1 to 5.
10. a kind of computer readable storage medium, is stored thereon with computer program, which is characterized in that the program is by processor
Such as circuit recommendation method as claimed in any one of claims 1 to 5 is realized when execution.
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