CN109543104A - Determine the method, system and storage medium of service provider - Google Patents
Determine the method, system and storage medium of service provider Download PDFInfo
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Abstract
This application discloses method, system and the storage mediums of a kind of determining service provider.Wherein, this method comprises: receiving demand for services；The determining multiple candidate service providers to match with demand for services, and obtain data information relevant to multiple candidate service providers；The multiple parameters item for being included according to data information determines that multiple candidate service providers are based respectively on multiple initial sequences of parameters item；According to multiple initial sequences, the final sequence of multiple candidate service providers is determined；And according to final sequence, the destination service provider of predetermined quantity is chosen from multiple candidate service providers.It is existing since emphasis of the user for demand for services is different to solve, cause server that can not recommend optimal service provider for user, in turn results in the bad technical problem of user experience.
Description
Technical field
This application involves computer fields, more particularly to method, system and the storage of a kind of determining service provider
Medium.
Background technique
With the fast development of Internet technology, more and more users carry out offer service or obtain to take by network
Business.How quality services provider rapidly is provided for user, this is being total to of being faced of current all internet interaction platforms
Same problem.Demand due to each user to itself has different emphasis, and platform can not be according to the user of substantial amounts
Demand recommends accurate service provider out, cannot obtain quality services from platform so as to cause user.It is asked for above-mentioned
Topic, currently no effective solution has been proposed.
Summary of the invention
Embodiment of the disclosure provides method, system and the storage medium of a kind of determining service provider, at least
Solving the demand existing in the prior art due to each user to itself has different emphasis, and platform can not be according to number
It measures huge user demand and recommends accurate service provider out, quality services cannot be obtained from platform so as to cause user
Technical problem.
According to the one aspect of the embodiment of the present disclosure, a kind of method of determining service provider is provided, comprising: receive clothes
Business demand；The determining multiple candidate service providers to match with demand for services, and obtain and multiple candidate service provider phases
The data information of pass；The multiple parameters item for being included according to data information determines that multiple candidate service providers are based respectively on respectively
Multiple initial sequences of a parameter item；According to multiple initial sequences, the final sequence of multiple candidate service providers is determined；And
According to final sequence, the destination service provider of predetermined quantity is chosen from multiple candidate service providers.
According to the other side of the embodiment of the present disclosure, a kind of storage medium is additionally provided, storage medium includes storage
Program, wherein the method that above-mentioned any one is executed by processor in program operation.
According to the other side of the embodiment of the present disclosure, a kind of system of determining service provider is additionally provided, comprising: clothes
Business demand receiving module, for receiving demand for services；Candidate service provider's determining module, for determination and demand for services phase
The multiple candidate service providers matched, and obtain data information relevant to multiple candidate service providers；Initial sequence determines
Module, the multiple parameters item for being included according to data information determine that multiple candidate service providers are based respectively on each ginseng
Several multiple initial sequences；Final sequence determining module, for determining that multiple candidate services are provided according to multiple initial sequences
The final sequence of side；And destination service provider chooses module, for being sorted according to final, from multiple candidate service providers
The middle destination service provider for choosing predetermined quantity.
According to the other side of the embodiment of the present disclosure, a kind of system of determining service provider is additionally provided, comprising: place
Manage device；And memory, it is connect with processor, for providing the instruction for handling following processing step for processor: receiving service
Demand；The determining multiple candidate service providers to match with demand for services, and obtain related to multiple candidate service providers
Data information；It is each to determine that multiple candidate service providers are based respectively on for the multiple parameters item for being included according to data information
Multiple initial sequences of parameter item；According to multiple initial sequences, the final sequence of multiple candidate service providers is determined；And root
According to final sequence, the destination service provider of predetermined quantity is chosen from multiple candidate service providers.
In present example, server is according to the multiple parameters item for including in the data information of service provider to multiple
Candidate service provider is ranked up, and last server provides the destination service provider of predetermined number for demand for services side.From
And demand for services side can be based on according to the multiple parameters item for including in the data information to service provider by having reached server
Demand for services select service provider, choose most suitable service provider for demand for services side.Into to improve user
Experience effect technical effect.And then it solves for set out above existing since user is for the emphasis of demand for services
Difference causes server that can not recommend optimal service provider for user, in turn results in the bad technical problem of user experience.
Detailed description of the invention
Attached drawing described herein is used to provide further understanding of the disclosure, constitutes part of this application, this public affairs
The illustrative embodiments and their description opened do not constitute the improper restriction to the disclosure for explaining the disclosure.In the accompanying drawings:
Fig. 1 is for realizing the terminal for the method for determining service provider according to the embodiment of the present disclosure 1
Hardware block diagram；
Fig. 2 is the schematic diagram of the determination service provider system according to the embodiment of the present disclosure 1；
Fig. 3 is the flow diagram of the method for determination service provider according to the embodiment of the present disclosure 1；
Fig. 4 is the schematic diagram of the determination service provider system according to the embodiment of the present disclosure 2；And
Fig. 5 is the schematic diagram according to the determining service provider system of the embodiment of the present disclosure 3.
Specific embodiment
In order to make those skilled in the art more fully understand the technical solution of the disclosure, implement below in conjunction with the disclosure
Attached drawing in example, is clearly and completely described the technical solution in the embodiment of the present disclosure.Obviously, described embodiment
The only embodiment of disclosure a part, instead of all the embodiments.Based on the embodiment in the disclosure, this field is common
Disclosure protection all should belong in technical staff's every other embodiment obtained without making creative work
Range.
It should be noted that the specification and claims of the disclosure and term " first " in above-mentioned attached drawing, "
Two " etc. be to be used to distinguish similar objects, without being used to describe a particular order or precedence order.It should be understood that using in this way
Data be interchangeable under appropriate circumstances, so as to embodiment of the disclosure described herein can in addition to illustrating herein or
Sequence other than those of description is implemented.In addition, term " includes " and " having " and their any deformation, it is intended that cover
Cover it is non-exclusive include, for example, the process, method, system, product or equipment for containing a series of steps or units are not necessarily limited to
Step or unit those of is clearly listed, but may include be not clearly listed or for these process, methods, product
Or other step or units that equipment is intrinsic.
Embodiment 1
According to the present embodiment, a kind of embodiment of the method for determining service provider is provided, it should be noted that in attached drawing
Process the step of illustrating can execute in a computer system such as a set of computer executable instructions, although also,
Logical order is shown in flow charts, but in some cases, can be executed with the sequence for being different from herein it is shown or
The step of description.
Embodiment of the method provided by the present embodiment can be in mobile terminal, terminal or similar arithmetic unit
Middle execution.Fig. 1 shows a kind of the hard of the terminal (or mobile device) of method for realizing determining service provider
Part structural block diagram.As shown in Figure 1, terminal 10 (or mobile device 10) may include one or more (uses in figure
102a, 102b ... ..., 102n are shown) (processor 102 can include but is not limited to Micro-processor MCV or can processor 102
The processing unit of programmed logic device FPGA etc.), memory 104 for storing data and the transmission for communication function
Module 106.It in addition to this, can also include: display, input/output interface (I/O interface), universal serial bus (USB) end
Mouth (a port that can be used as in the port of I/O interface is included), network interface, power supply and/or camera.This field is common
Technical staff is appreciated that structure shown in FIG. 1 is only to illustrate, and does not cause to limit to the structure of above-mentioned electronic device.Example
Such as, terminal 10 may also include than shown in Fig. 1 more perhaps less component or with different from shown in Fig. 1
Configuration.
It is to be noted that said one or multiple processors 102 and/or other data processing circuits lead to herein
Can often " data processing circuit " be referred to as.The data processing circuit all or part of can be presented as software, hardware, firmware
Or any other combination.In addition, data processing circuit for single independent processing module or all or part of can be integrated to meter
In any one in other elements in calculation machine terminal 10 (or mobile device).As involved in the embodiment of the present disclosure,
The data processing circuit controls (such as the selection for the variable resistance end path connecting with interface) as a kind of processor.
Memory 104 can be used for storing the software program and module of application software, such as the determination in the embodiment of the present disclosure
Corresponding program instruction/the data storage device of the method for service provider, processor 102 are stored in memory 104 by operation
Interior software program and module realizes above-mentioned application program thereby executing various function application and data processing
The method for determining service provider.Memory 104 may include high speed random access memory, may also include nonvolatile memory, such as
One or more magnetic storage device, flash memory or other non-volatile solid state memories.In some instances, memory
104 can further comprise the memory remotely located relative to processor 102, these remote memories can pass through network connection
To terminal 10.The example of above-mentioned network includes but is not limited to internet, intranet, local area network, mobile radio communication
And combinations thereof.
Transmitting device 106 is used to that data to be received or sent via a network.Above-mentioned network specific example may include
The wireless network that the communication providers of terminal 10 provide.In an example, transmitting device 106 includes that a network is suitable
Orchestration (Network Interface Controller, NIC), can be connected by base station with other network equipments so as to
Internet is communicated.In an example, transmitting device 106 can be radio frequency (Radio Frequency, RF) module,
For wirelessly being communicated with internet.
Display can such as touch-screen type liquid crystal display (LCD), the liquid crystal display aloow user with
The user interface of terminal 10 (or mobile device) interacts.
Herein it should be noted that in some optional embodiments, above-mentioned computer equipment shown in FIG. 1 (or movement is set
It is standby) it may include hardware element (including circuit), software element (including the computer generation that may be stored on the computer-readable medium
Code) or both hardware element and software element combination.It should be pointed out that Fig. 1 is only a reality of particular embodiment
Example, and it is intended to show that the type for the component that may be present in above-mentioned computer equipment (or mobile device).
Fig. 2 is according to the present embodiment for realizing the system schematic for the method for determining service provider.This is
System for example can be the social network-i i-platform based on commercial relations, which can recommend according to the demand of demand for services side and should
Demand matches service provider.Referring to shown in Fig. 2, which includes: server 210, the 221, second end of first terminal equipment
End equipment 222, third terminal equipment 223 and the 4th terminal device 224.Wherein user 21 can pass through first terminal equipment
221 access are configured with the server 210 of business interaction platform.Wherein, user 24 for example can be demand for services side 24, and user 21
Such as can be demand for services side 21, user 22 for example can be service provider 22 and user 23 for example can be service
Provider 23.Wherein first terminal equipment 221, second terminal equipment 222, second terminal equipment 223 and the 4th terminal device
224 all can be mobile terminal device, then on the mobile terminal device operation have the social network-i i-platform based on commercial relations.
It should be noted that server 210, first terminal equipment 221 in system, second terminal equipment 222, third terminal equipment
223 and the 4th applicable hardware configuration recited above of terminal device 224.
Under above-mentioned running environment, according to the present embodiment, provide a kind of method of determining service provider, this method by
Server 210 shown in Fig. 2 is realized.Fig. 3 shows the flow chart of this method, refering to what is shown in Fig. 3, this method comprises:
S301: demand for services is received；
S302: the determining multiple candidate service providers to match with demand for services, and obtain and mentioned with multiple candidate services
The relevant data information of supplier；
S303: the multiple parameters item for being included according to data information determines that multiple candidate service providers are based respectively on respectively
Multiple initial sequences of a parameter item；
S304: according to multiple initial sequences, the final sequence of multiple candidate service providers is determined；And
S305: according to final sequence, the destination service provider of predetermined quantity is chosen from multiple candidate service providers.
As described in foregoing Background, with the fast development of Internet technology, more and more users pass through
Network carries out offer service or obtains service.How quality services provider rapidly is provided for user, this is current institute
The common issue for thering is internet interaction platform to be faced.Demand due to each user to itself has different emphasis, and puts down
Platform can not recommend accurate service provider out according to the user demand of substantial amounts, cannot obtain from platform so as to cause user
To quality services.
Specifically, for set out above existing since emphasis of the user for demand for services is different, lead to server
It can not recommend optimal service provider for user, in turn result in the bad technical problem of user experience, refering to what is shown in Fig. 2, this
Server 210 provided by the technical solution of embodiment receives demand for services side 24 and passes through the clothes that the 4th terminal device 224 is sent
Business demand (for example, the demand for services can be " request children English training ").Wherein, the 4th terminal device 224 being previously mentioned
It can be terminal, be also possible to mobile terminal, it is logical that the received demand for services of server 210 can be demand for services side 24
It crosses the 4th terminal device 224 and generation is interacted with audible and service 210.
Further, the determining multiple candidate service providers to match with demand for services of server 210, and obtain with it is more
The relevant data information of a candidate service provider.Such as: as shown in Fig. 2, multiple candidate services that server 210 is matched to mention
Supplier can be service provider 21, service provider 22 and service provider 23, and then server 210 obtains multiple candidates
The relevant information material of service provider.
Further, server 210 is from the respective of service provider 21, service provider 22 and service provider 23
Included multiple parameters item (such as: distance, opinion rating and number of contacts) is extracted in data information.Then it services
Device 210 is based respectively on parameters item for multiple candidate service providers (i.e. first service provider 21, second service provider
22 and third service provider 23) be ranked up to obtain multiple initial sequences.Such as: in the case where parameter item is distance,
Multiple candidate service providers are ranked up by server 210, and determine the initial sequence of multiple candidate service providers.
In the case where parameter item is opinion rating, multiple candidate service providers are ranked up by server 210, and determine multiple times
Select another initial sequence of service provider.In the case where parameter item is the number of contacts of candidate service provider, clothes
Multiple candidate service providers are ranked up by business device 210, and determine another initial sequence of multiple candidate service providers.
Further, server 210 according to obtain it is multiple initially sort as a result, by it is multiple it is initial sequence carry out again
Sequence, determines the final sequence of multiple candidate service providers.Finally, according to finally sorting as a result, server 210 is from multiple
The destination service provider of predetermined quantity is chosen in candidate service provider.Such as the predetermined quantity that server 210 is chosen is, this
When server 210 choose and mentioned in the candidate service provider of the first cis-position and the second cis-position finally to sort as destination service
Supplier.
To which in this way, server 210 is according to the multiple parameters item for including in the data information of service provider
Multiple candidate service providers are ranked up, last server 210 is that demand for services side 24 provides the target clothes of predetermined number
Be engaged in provider.It can be based on according to the multiple parameters item for including in the data information to service provider to reach server
The demand for services of demand for services side selects service provider, chooses most suitable service provider for demand for services side.And then it mentions
The high technical effect of the experience effect of user.And then it solves for set out above existing since user is for demand for services
Emphasis it is different, cause server that can not recommend optimal service provider for user, it is bad in turn result in user experience
Technical problem.
Optionally, according to multiple initial sequences, the operation of multiple candidate service providers finally sorted is determined, comprising:
Determine multiple weights initially to sort；And according to initial sequence and corresponding weight, determine multiple candidate service providers
Final sequence.
Specifically, server 210 is according to multiple initial sequence (i.e. initially sorting, be based on based on distance of server 210
The initial sequence of opinion rating and the initial sequence based on number of contacts) determine the final row of multiple candidate service providers
In the case where sequence, server 210 determines multiple weights initially to sort.Such as multiple weights initially to sort can be and (be based on
The initial sequence of distance accounts for 30%, the initial sequence based on opinion rating and accounts for 40% and the initial sequence based on number of contacts
It accounts for 30%).Then server 210 determines that multiple candidate service providers' is final according to initial sequence and corresponding weight
Sequence.Such as: the initial ranking results based on distance can be successively are as follows: service provider 23, service provider 21, service provide
Side 22；Initial ranking results based on opinion rating can be successively are as follows: service provider 21, service provider 22, service provide
Side 23；Initial ranking results based on number of contacts can be successively are as follows: service provider 22, service provider 21, service mentions
Supplier 23.Such as, but not limited to, assigning the serial number numerical value in each the first cis-position initially to sort is 3, is assigned in each
The serial number numerical value of the second cis-position of initial sequence is 2, and assigning the serial number numerical value in each initial sequence third cis-position is 1.Then
Server 210 determines final sequence according to weighting algorithm.By taking the parameter of service provider 21 calculates as an example, calculating process is as follows: 2
The final numerical value that × 30%+3 × 40%+2 × 30%=2.4 obtains service provider 21 is 2.4.Similarly, service provider 22
Final numerical value be 2.0, the final numerical value of service provider 23 be 1.6.To, multiple candidate service providers it is final sort according to
It is secondary are as follows: service provider 21, service provider 22, service provider 23.In this way, server 210 can will be multiple
Initial sequence weights with having carried out weighting property, so that server 210 determines multiple candidate service providers most with having weighting property
Sequence eventually.Therefore server 210 can provide suitable multiple services according to different weighting points for the demand for services side of different demands
Provider.
Optionally, multiple parameters item includes multiple candidate service providers demand for services side corresponding with demand for services is issued
The distance between, the connection number that possesses of the opinion rating of multiple candidate service providers and multiple candidate service providers
Amount, and the multiple parameters item for being included according to data information, determine that multiple candidate service providers are based respectively on parameters
Multiple operations initially sorted of item, comprising: according to multiple candidate service providers service need corresponding with demand for services is issued
The distance between the side of asking determines the first initial sequence of multiple candidate service providers；According to multiple candidate service providers'
Opinion rating determines the second initial sequence of multiple candidate service providers；And possessed according to multiple candidate service providers
Number of contacts, determine that the third of multiple candidate service providers initially sorts.
Specifically, the multiple parameters item that server 210 is extracted from multiple candidate service provider information materials.Wherein, more
Between a parameter item demand for services side corresponding with the demand for services is issued that may include multiple candidate service providers away from
The connection number possessed from, the opinion rating of the multiple candidate service provider and the multiple candidate service provider
Amount, the parameter item of multiple candidate service providers as illustrated in chart 1:
| Service provider | Distance | Opinion rating | Number of contacts |
| Service provider 21 | 5km | 4 stars | 80 people |
| Service provider 22 | 8km | 3 stars | 120 people |
| Service provider 23 | 3km | 2 stars | 60 people |
Table 1
Further, the multiple parameters item that server 210 is included according to the data information of multiple candidate service providers,
Determine that multiple candidate service providers are based respectively on multiple initial sequences of parameters item.Server 210 is based on distance (by close
And remote) be ranked up multiple candidate service providers to obtain the first initial sequence.I.e. first initial sequence are as follows: service provider
23 → service provider, 21 → service provider 22.Server 210 is based on opinion rating (from high to low) for multiple candidate services
Provider is ranked up to obtain the second initial sequence.I.e. second initial sequence are as follows: 21 → service provider of service provider 22 →
Service provider 23.And server 210 is based on number of contacts (from more to less) and arranges multiple candidate service providers
Sequence obtains third and initially sorts.I.e. third initially sorts are as follows: 22 → service provider of service provider, 21 → service provider 23.
In this way, server 210 distinguishes multiple candidate service providers based on distance, opinion rating and number of contacts
It is ranked up to obtain the first initial sequence, the second initial sequence and third initially to sort.Server 210 is to multiple candidates in this way
Service provider carries out the sequence for the emphasis for having different, obtains different ranking results, and then preliminary analysis is facilitated to recommend, and
And final sequence is carried out to candidate service provider for server 210 and is ready good berth.
Optionally, according to multiple initial sequences, the operation of multiple candidate service providers finally sorted is determined, comprising:
First initial sequence, the second initial sequence and third are initially sorted and be normalized respectively；And according to normalization
The first initial sequence that treated, the second initial sequence and third initially sort and corresponding weight determine multiple candidate take
The final sequence of business provider, wherein the operation of normalized includes: by multiple candidate service providers in the first initial row
The serial number numerical value of sequence is respectively mapped within the scope of 0~1；The serial number that multiple candidate service providers are initially sorted second
Numerical value is respectively mapped within the scope of 0~1；And the serial number numerical value that multiple candidate service providers initially sort in third
It is respectively mapped within the scope of 0~1.
Specifically, server 210 is according to multiple initial sequences (the i.e. first initial sequence, the second initial sequence and the
Three initial sequences) determine the final sequence of multiple candidate service providers in the case where, server 210 initially sorts to first,
Described second initial sequence and the third initially sort and are normalized respectively, and normalized process is with first
For the normalization process initially to sort.Referring to shown in table 1, the first initial sequence are as follows: 23 → service provider of service provider
21 → service provider 22, corresponding serial number numerical value is successively are as follows: 3km, 5km, 8km.Then server 210 leads to the serial number numerical value
It crosses normalized to be mapped within the scope of 0~1, obtained result is followed successively by 0.5,0.3125 and 0.1875, normalization
Algorithm is as follows: 8/ (5+8+3)=0.5,5/ (5+8+3)=0.3125 and 3/ (5+8+3)=0.1875, as indicated in the chart 2.The
The normalization calculating process that the normalization calculating process that two initial sequences and third initially sort similarly initially sorts with first, this
Place repeats no more.
| First initial sequence | Corresponding service provider |
| 0.5 | Service provider 23 |
| 0.3125 | Service provider 21 |
| 0.1875 | Service provider 22 |
Table 2
Finally, server 210 is according to first obtained after normalized initially sequence, the second initial sequence and the
Three initial sequences and corresponding weight, determine the final sequence of multiple candidate service providers.
In this way, multiple initial sequences are normalized server 210, the data of sequence can be reflected
It is mapped within the scope of 0~1, so that server 210 is ranked up serial number data according to weight, the operation is more convenient, quasi-
Really.And when within the scope of being mapped to 0~1, the variation of sorting data influences all very littles to result.To mitigate server
210 computation burden, at the same calculated result influenced by data movement it is smaller.
Optionally it is determined that the operation of multiple weights initially to sort, further includes: pre-selection sequence is obtained, wherein pre-selection sequence
To issue determined by the demand for services side of demand for services based on the sequence between multiple parameters item；And sorted according to pre-selection,
Determine multiple weights initially to sort.
Specifically, in the case where server 210 determines the operation of multiple weights initially to sort, 210 basis of server
Pre-set multiple priority initially to sort, determine multiple weights initially to sort.Such as server 210 preset away from
From priority it is relatively high, then the weight for being assigned to distance is relatively large.In this way, server 210 can basis
Preset priority has being weighted to multiple initial sequences for weighting property.
Optionally it is determined that the operation of the multiple weight initially to sort, further includes: pre-selection sequence is obtained, wherein described
Pre-selection is ordered as issuing determined by the demand for services side of the demand for services based on the sequence between the multiple parameter item；With
And sorted according to the pre-selection, determine the multiple weight initially to sort.
Specifically, server 210 can obtain the pre-selection sequence of demand for services side 24 based on the 4th terminal device 224,
Middle pre-selection is ordered as issuing determined by the demand for services side of demand for services based on the sequence between multiple parameters item.Such as it services
Party in request more biases toward distance and opinion rating when selecting service provider, so the pre-selected sequence of multiple parameters item is successively
Are as follows: distance, opinion rating and number of contacts.Further, server 210 sorts according to pre-selection, determines multiple initial rows
The weight of sequence, for example, the weight can be (distance account for 40%, opinion rating account for 40% and number of contacts account for 20%).Pass through
Multiple candidate service providers can be ranked up by this mode, demand for services side according to the idea of oneself, then server
210 are weighted multiple parameters according to the weighting point of demand for services side.To server 210 according to pre-selection sequence obtain it is more
A candidate service provider is more in line with the wish of demand for services side itself.
Optionally it is determined that the operation of multiple weights initially to sort, further includes: according to pre-set multiple initial sequences
Priority, determine multiple the first weights initially to sort；Pre-selection sequence is obtained, and multiple initial rows are determined according to pre-selection sequence
Second weight of sequence, wherein pre-selection is ordered as issuing determined by the corresponding demand for services side of demand for services based on multiple parameters item
Between sequence；And according to the first weight and the second weight, determine multiple final weights initially to sort.
Specifically, it when server 210 determines multiple weights initially to sort, multiple is initially sorted according to pre-set
Priority determines multiple the first weights initially to sort.Such as the first weight that server 210 determines can be for (distance accounts for
30%, opinion rating account for 40% and number of contacts account for 30%).Further, server 210 obtains pre-selection sequence, and root
Determine multiple the second weights initially to sort according to pre-selection sequence, wherein the pre-selection be ordered as issuing the demand for services it is corresponding
Based on the sequence between the multiple parameter item determined by demand for services side.Such as server 210 is determined according to pre-selection sequence
The second weight can be (distance account for 40%, opinion rating account for 40% and number of contacts account for 20%) finally, server 210
According to the first weight and the second weight, multiple final weights initially to sort are determined.In this way, according to server 210
Preset first weight and server 210 are according to the second weight final power that determination is initially sorted jointly for preselecting sequence determination
Weight, that is, have the scheduled sort method of server 210 while also having the weighting point of demand for services side 24 itself, so that ranking results are more
Adduction reason is accurate, brings better service to demand for services side 24.
So that server 210 provided by this programme is wrapped according in the data information of service provider according to the present embodiment
The multiple parameters item contained is ranked up multiple candidate service providers, and last server 210 provides pre- for demand for services side 24
Order the destination service provider of quantity.Can include according in the data information to service provider to reach server
Multiple parameters item selects service provider based on the demand for services of demand for services side, chooses most suitable service for demand for services side
Provider.And then improve the technical effect of the experience effect of user.And then solve for it is set out above it is existing due to
Family is different for the emphasis of demand for services, causes server that can not recommend optimal service provider for user, in turn results in
The bad technical problem of user experience.
It should be noted that for the various method embodiments described above, for simple description, therefore, it is stated as a series of
Combination of actions, but those skilled in the art should understand that, the present invention is not limited by the sequence of acts described because
According to the present invention, some steps may be performed in other sequences or simultaneously.Secondly, those skilled in the art should also know
It knows, the embodiments described in the specification are all preferred embodiments, and related actions and modules is not necessarily of the invention
It is necessary.
Through the above description of the embodiments, those skilled in the art can be understood that according to above-mentioned implementation
The method of example can be realized by means of software and necessary general hardware platform, naturally it is also possible to by hardware, but it is very much
In the case of the former be more preferably embodiment.Based on this understanding, technical solution of the present invention is substantially in other words to existing
The part that technology contributes can be embodied in the form of software products, which is stored in a storage
In medium (such as ROM/RAM, magnetic disk, CD), including some instructions are used so that a terminal device (can be mobile phone, calculate
Machine, server or network equipment etc.) execute method described in each embodiment of the present invention.
Embodiment 2
Fig. 4 shows the determination service provider system 400 according to the present embodiment, the method for the system 400 and embodiment 1
It is corresponding.Refering to what is shown in Fig. 4, the system 400 includes: demand for services receiving module 410, for receiving demand for services；Candidate's clothes
Be engaged in provider's determining module 420, for the determining multiple candidate service providers to match with demand for services, and obtain with it is multiple
The relevant data information of candidate service provider；Initial sequence determining module 430, for according to data information included it is multiple
Parameter item determines that multiple candidate service providers are based respectively on multiple initial sequences of parameters item；Final sort determines mould
Block 440, for determining the final sequence of multiple candidate service providers according to multiple initial sequences；And destination service provides
Side chooses module 450, for according to final sequence, the destination service that predetermined quantity is chosen from multiple candidate service providers to be mentioned
Supplier.
Optionally, initially sort determining module, comprising: weight determines submodule, for determining multiple power initially to sort
Weight；And final sort determines submodule, for determining that multiple candidate services are provided according to initial sequence and corresponding weight
The final sequence of side.
Optionally, multiple parameters item includes multiple candidate service providers demand for services side corresponding with demand for services is issued
The distance between, the connection number that possesses of the opinion rating of multiple candidate service providers and multiple candidate service providers
Amount, and the determining module that initially sorts, comprising: the first initial sort determines submodule, for being provided according to multiple candidate services
The distance between demand for services side corresponding with demand for services is issued, side determines the first initial row of multiple candidate service providers
Sequence；Second initial sort determines submodule, for the opinion rating according to multiple candidate service providers, determines multiple candidate clothes
The initial sequence of the second of business provider；And third initially sorts and determines submodule, for according to multiple candidate service providers
The number of contacts possessed determines that the third of multiple candidate service providers initially sorts.
Optionally, finally sort determining module, comprising: normalization submodule is used for the first initial sequence, second initially
Sequence and third initially sort and are normalized respectively；And final sorting sub-module, for according to normalized
First afterwards is initially sorted, second initially sorts and third initially sorts and corresponding weight, determines that multiple candidate services mention
The final sequence of supplier, wherein the operation of normalized includes: that multiple candidate service providers initially sort first
Serial number numerical value is respectively mapped within the scope of 0~1；The serial number numerical value that multiple candidate service providers are initially sorted second
It is respectively mapped within the scope of 0~1；And multiple candidate service providers are distinguished in the serial number numerical value that third initially sorts
It is mapped within the scope of 0~1.
Optionally, weight determines submodule, comprising: weight determining unit, for according to pre-set multiple initial rows
The priority of sequence determines multiple weights initially to sort.
Optionally, weight determines submodule, further includes: pre-sorting acquiring unit, for obtaining pre-selection sequence, wherein in advance
Choosing is ordered as issuing determined by the demand for services side of demand for services based on the sequence between multiple parameters item；And weight determines
Unit determines multiple weights initially to sort for sorting according to pre-selection.
Optionally, weight determines submodule, further includes: the first weight determining unit, for according to pre-set multiple
The priority initially to sort determines multiple the first weights initially to sort；Second weight determining unit, for obtaining pre- gather
Sequence, and multiple the second weights initially to sort are determined according to pre-selection sequence, wherein pre-selection be ordered as issuing demand for services it is corresponding
Based on the sequence between multiple parameters item determined by demand for services side；And third weight determining unit, for according to first
Weight and the second weight determine multiple final weights initially to sort.
According to the present embodiment, system 400 is according to the multiple parameters item for including in the data information of service provider to multiple
Candidate service provider is ranked up, and final system 400 provides the destination service provider of predetermined number for demand for services side.From
And demand for services side can be based on according to the multiple parameters item for including in the data information to service provider by having reached system 400
Demand for services select service provider, choose most suitable service provider for demand for services side.And then improve user's
The technical effect of experience effect.And then solve for it is set out above it is existing due to user for demand for services emphasis not
Together, cause system that can not recommend optimal service provider for user, in turn result in the bad technical problem of user experience.
Embodiment 3
Fig. 5 shows the determination service provider system 500 according to the present embodiment, the method for the system 500 and embodiment 1
It is corresponding.Refering to what is shown in Fig. 5, the system 500 includes: processor 510；And memory 520, it connect, is used for processor 510
The instruction for handling following processing step is provided for processor 510: receiving demand for services；Determination matches multiple with demand for services
Candidate service provider, and obtain data information relevant to multiple candidate service providers；Included according to data information
Multiple parameters item determines that multiple candidate service providers are based respectively on multiple initial sequences of parameters item；According to multiple first
Begin to sort, determines the final sequence of multiple candidate service providers；And according to final sequence, from multiple candidate service providers
The middle destination service provider for choosing predetermined quantity.
Optionally, according to multiple initial sequences, the operation of multiple candidate service providers finally sorted is determined, comprising:
Determine multiple weights initially to sort；And according to initial sequence and corresponding weight, determine multiple candidate service providers
Final sequence.
Optionally, multiple parameters item includes multiple candidate service providers demand for services side corresponding with demand for services is issued
The distance between, the connection number that possesses of the opinion rating of multiple candidate service providers and multiple candidate service providers
Amount, and the multiple parameters item for being included according to data information, determine that multiple candidate service providers are based respectively on parameters
Multiple operations initially sorted of item, comprising: according to multiple candidate service providers service need corresponding with demand for services is issued
The distance between the side of asking determines the first initial sequence of multiple candidate service providers；According to multiple candidate service providers'
Opinion rating determines the second initial sequence of multiple candidate service providers；And possessed according to multiple candidate service providers
Number of contacts, determine that the third of multiple candidate service providers initially sorts.
Optionally, according to multiple initial sequences, the operation of multiple candidate service providers finally sorted is determined, comprising:
First initial sequence, the second initial sequence and third are initially sorted and be normalized respectively；And according to normalization
The first initial sequence that treated, the second initial sequence and third initially sort and corresponding weight determine multiple candidate take
The final sequence of business provider, wherein the operation of normalized includes: by multiple candidate service providers in the first initial row
The serial number numerical value of sequence is respectively mapped within the scope of 0~1；The serial number that multiple candidate service providers are initially sorted second
Numerical value is respectively mapped within the scope of 0~1；And the serial number numerical value that multiple candidate service providers initially sort in third
It is respectively mapped within the scope of 0~1.
Optionally it is determined that the operation of multiple weights initially to sort, comprising: multiple initially sorted according to pre-set
Priority determines multiple weights initially to sort.
Optionally it is determined that the operation of multiple weights initially to sort, further includes: pre-selection sequence is obtained, wherein pre-selection sequence
To issue determined by the demand for services side of demand for services based on the sequence between multiple parameters item；And sorted according to pre-selection,
Determine multiple weights initially to sort.
Optionally it is determined that the operation of multiple weights initially to sort, further includes: according to pre-set multiple initial sequences
Priority, determine multiple the first weights initially to sort；Pre-selection sequence is obtained, and multiple initial rows are determined according to pre-selection sequence
Second weight of sequence, wherein pre-selection is ordered as issuing determined by the corresponding demand for services side of demand for services based on multiple parameters item
Between sequence；And according to the first weight and the second weight, determine multiple final weights initially to sort.
To execute the side of embodiment 1 by the program in 510 run memory 520 of processor according to the present embodiment
Method, by server according to the multiple parameters item for including in the data information of service provider to multiple candidate service providers into
Row sequence, last server provide the destination service provider of predetermined number for demand for services side.It can to reach server
To select clothes based on the demand for services of demand for services side according to the multiple parameters item for including in the data information of service provider
Be engaged in provider, chooses most suitable service provider for demand for services side.And then improve the technology effect of the experience effect of user
Fruit.And then solve for set out above existing since emphasis of the user for demand for services is different, cause server without
Method is that user recommends optimal service provider, in turn results in the bad technical problem of user experience.
The serial number of the above embodiments of the invention is only for description, does not represent the advantages or disadvantages of the embodiments.
In the above embodiment of the invention, it all emphasizes particularly on different fields to the description of each embodiment, does not have in some embodiment
The part of detailed description, reference can be made to the related descriptions of other embodiments.
In several embodiments provided herein, it should be understood that disclosed technology contents can pass through others
Mode is realized.Wherein, the apparatus embodiments described above are merely exemplary, such as the division of the unit, only
A kind of logical function partition, there may be another division manner in actual implementation, for example, multiple units or components can combine or
Person is desirably integrated into another system, or some features can be ignored or not executed.Another point, shown or discussed is mutual
Between coupling, direct-coupling or communication connection can be through some interfaces, the INDIRECT COUPLING or communication link of unit or module
It connects, can be electrical or other forms.
The unit as illustrated by the separation member may or may not be physically separated, aobvious as unit
The component shown may or may not be physical unit, it can and it is in one place, or may be distributed over multiple
In network unit.It can select some or all of unit therein according to the actual needs to realize the mesh of this embodiment scheme
's.
It, can also be in addition, the functional units in various embodiments of the present invention may be integrated into one processing unit
It is that each unit physically exists alone, can also be integrated in one unit with two or more units.Above-mentioned integrated list
Member both can take the form of hardware realization, can also realize in the form of software functional units.
If the integrated unit is realized in the form of SFU software functional unit and sells or use as independent product
When, it can store in a computer readable storage medium.Based on this understanding, technical solution of the present invention is substantially
The all or part of the part that contributes to existing technology or the technical solution can be in the form of software products in other words
It embodies, which is stored in a storage medium, including some instructions are used so that a computer
Equipment (can for personal computer, server or network equipment etc.) execute each embodiment the method for the present invention whole or
Part steps.And storage medium above-mentioned includes: that USB flash disk, read-only memory (ROM, Read-Only Memory), arbitrary access are deposited
Various Jie that can store program code such as reservoir (RAM, RandomAccess Memory), mobile hard disk, magnetic or disk
Matter.
The above is only a preferred embodiment of the present invention, it is noted that for the ordinary skill people of the art
For member, various improvements and modifications may be made without departing from the principle of the present invention, these improvements and modifications are also answered
It is considered as protection scope of the present invention.
Claims (10)
1. a kind of method of determining service provider characterized by comprising
Receive demand for services；
The determining multiple candidate service providers to match with the demand for services, and obtain and provided with the multiple candidate service
The relevant data information in side；
It is each to determine that the multiple candidate service provider is based respectively on for the multiple parameters item for being included according to the data information
Multiple initial sequences of parameter item；
According to the multiple initial sequence, the final sequence of the multiple candidate service provider is determined；And
According to the final sequence, the destination service provider of predetermined quantity is chosen from the multiple candidate service provider.
2. the method according to claim 1, wherein determining the multiple time according to the multiple initial sequence
Select the operation of service provider finally sorted, comprising:
Determine the multiple weight initially to sort；And
According to the initial sequence and corresponding weight, the final sequence of the multiple candidate service provider is determined.
3. according to the method described in claim 2, it is characterized in that, the multiple parameter item includes that the multiple candidate service mentions
The evaluation of the distance between supplier demand for services side corresponding with the demand for services is issued, the multiple candidate service provider
The number of contacts that grade and the multiple candidate service provider possess, and according to the data information included it is more
A parameter item determines that the multiple candidate service provider is based respectively on multiple operations initially sorted of parameters item, packet
It includes:
According to the distance between the multiple candidate service provider demand for services side corresponding with the demand for services is issued, really
The initial sequence of the first of fixed the multiple candidate service provider；
According to the opinion rating of the multiple candidate service provider, determine that the second of the multiple candidate service provider is initial
Sequence；And
According to the number of contacts that the multiple candidate service provider possesses, the of the multiple candidate service provider is determined
Three initial sequences.
4. according to the method described in claim 3, it is characterized in that, determining the multiple time according to the multiple initial sequence
Select the operation of service provider finally sorted, comprising:
It initially sorts and place is normalized respectively to the described first initial sequence, the second initial sequence and the third
Reason；And
Initially sorted according to the initial sequence of described first after normalized, the second initial sequence and the third and
Corresponding weight determines the final sequence of the multiple candidate service provider, wherein
The operation of the normalized includes:
The serial number numerical value that the multiple candidate service provider initially sorts described first is respectively mapped to 0~1 range
Within；
The serial number numerical value that the multiple candidate service provider initially sorts described second is respectively mapped to 0~1 range
Within；And
By the multiple candidate service provider the serial number numerical value that the third initially sorts be respectively mapped to 0~1 range it
It is interior.
5. according to the method described in claim 2, it is characterized in that, the operation of the determining the multiple weight initially to sort, packet
It includes:
According to the pre-set the multiple priority initially to sort, the multiple weight initially to sort is determined.
6. according to the method described in claim 2, it is characterized in that, determining the operation of the multiple weight initially to sort, also
Include:
Pre-selection sequence is obtained, wherein the pre-selection is ordered as issuing determined by the demand for services side of the demand for services based on institute
State the sequence between multiple parameters item；And
It is sorted according to the pre-selection, determines the multiple weight initially to sort.
7. according to the method described in claim 2, it is characterized in that, determining the operation of the multiple weight initially to sort, also
Include:
According to the pre-set the multiple priority initially to sort, the multiple the first weight initially to sort is determined；
Pre-selection sequence is obtained, and the multiple the second weight initially to sort is determined according to pre-selection sequence, wherein described pre-
Choosing is ordered as issuing determined by the corresponding demand for services side of the demand for services based on the sequence between the multiple parameter item；
And
According to first weight and second weight, the multiple final weight initially to sort is determined.
8. a kind of storage medium, which is characterized in that the storage medium includes the program of storage, wherein run in described program
When as processor perform claim require any one of 1 to 7 described in method.
9. a kind of system of determining service provider characterized by comprising
Demand for services receiving module, for receiving demand for services；
Candidate service provider's determining module, for determining the multiple candidate service providers to match with the demand for services,
And obtain data information relevant to the multiple candidate service provider；
Initial sequence determining module, the multiple parameters item for being included according to the data information determine the multiple candidate
Service provider is based respectively on multiple initial sequences of parameters item；
Final sequence determining module, for determining the multiple candidate service provider most according to the multiple initial sequence
Sequence eventually；And
Destination service provider chooses module, for being selected from the multiple candidate service provider according to the final sequence
Take the destination service provider of predetermined quantity.
10. a kind of system of determining service provider characterized by comprising
Processor；And
Memory is connected to the processor, for providing the instruction for handling following processing step for the processor:
Receive demand for services；
The determining multiple candidate service providers to match with the demand for services, and obtain and provided with the multiple candidate service
The relevant data information in side；
It is each to determine that the multiple candidate service provider is based respectively on for the multiple parameters item for being included according to the data information
Multiple initial sequences of parameter item；
According to the multiple initial sequence, the final sequence of the multiple candidate service provider is determined；And
According to the final sequence, the destination service provider of predetermined quantity is chosen from the multiple candidate service provider.
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