CN115034727B - Waybill processing method and device and electronic equipment - Google Patents

Waybill processing method and device and electronic equipment Download PDF

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CN115034727B
CN115034727B CN202210940959.8A CN202210940959A CN115034727B CN 115034727 B CN115034727 B CN 115034727B CN 202210940959 A CN202210940959 A CN 202210940959A CN 115034727 B CN115034727 B CN 115034727B
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distribution
resource
resources
delivery
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CN115034727A (en
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韦于思
杜龙志
马超
孟丽芳
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Rajax Network Technology Co Ltd
Zhejiang Koubei Network Technology Co Ltd
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    • G06Q10/06Resources, workflows, human or project management; Enterprise or organisation planning; Enterprise or organisation modelling
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Abstract

The embodiment of the application provides a waybill processing method, a waybill processing device and electronic equipment. The method saves the calculation process of the order receiving probability and improves the efficiency of receiving the to-be-distributed waybills by the distribution resources. And (4) the freight bill to be delivered of which the delivery bill receiving rate is higher than the preset delivery bill receiving threshold is subjected to, so that the quantity of candidate delivery resources recommended by the freight bill to be delivered is reduced. The released candidate delivery resources are recommended to other waybills to be delivered, so that the problem of low delivery resource receiving efficiency caused by the fact that a plurality of delivery resources simultaneously receive the same waybills to be delivered is avoided, and the probability of receiving the waybills of other waybills to be delivered is improved.

Description

Waybill processing method and device and electronic equipment
Technical Field
The application relates to the technical field of computers, in particular to an waybill processing method, and simultaneously relates to a waybill processing device, electronic equipment and a computer storage medium.
Background
At present, in the process of dispatching a waybill to be dispatched, if a target dispatching resource can be determined for the waybill to be dispatched, the waybill to be dispatched is dispatched to the target dispatching resource for dispatching, and if the target dispatching resource cannot be determined, the waybill to be dispatched enters an order grabbing pool. Because a large number of freight notes to be distributed exist in the ticket pool, a plurality of distribution resources all take the freight notes to be distributed in the ticket pool for distribution.
In the prior art, the method has the problems that a plurality of distribution resources simultaneously rob one waybill to be distributed, and none of the distribution resources receives the waybill to be distributed, so that the efficiency of receiving the waybill to be distributed by the distribution resources is reduced, and the waybill to be distributed is not received by people for a long time. Therefore, how to improve the picking up and distribution efficiency of the waybills to be distributed is a problem to be solved.
Disclosure of Invention
The embodiment of the application provides a waybill processing method, which is used for improving the getting and distribution efficiency of a waybill to be distributed. The embodiment of the application also provides an waybill processing device, electronic equipment and a computer storage medium.
The embodiment of the application provides a waybill processing method, which comprises the following steps: obtaining a candidate distribution resource set of the freight note to be distributed; obtaining a first order receiving probability that the waybill to be distributed corresponds to a first candidate distribution resource group in the candidate distribution resource set; if the first order taking probability is not lower than a preset order taking probability threshold, setting the first candidate distribution resource group as a matched distribution resource group; otherwise, selecting candidate distribution resources from the candidate distribution resources except the first candidate distribution resource group in the candidate distribution resource set to join the first candidate distribution resource group, and setting the first candidate distribution resource group as a matching distribution resource group until the first order-receiving probability of the first candidate distribution resource group is not lower than the order-receiving probability threshold; and recommending the freight note to be distributed to distribution resources in the matched distribution resource group.
Optionally, the number of the to-be-distributed freight lists recommended to each distribution resource in the matching distribution resource group includes one or more.
Optionally, the number of delivery resources in the matching delivery resource group includes one or more.
Optionally, the method further includes: obtaining a second order receiving probability that the waybills to be distributed correspond to all candidate distribution resources in the candidate distribution resource set; and if the second order receiving probability is lower than the preset order receiving probability threshold, determining all candidate distribution resources in the candidate distribution resource set as the distribution resources which can recommend the freight order to be distributed.
Optionally, the obtaining a first order receiving probability that the waybill to be delivered corresponds to a first candidate delivery resource group in the candidate delivery resource set includes: acquiring the order receiving willingness degree of each candidate distribution resource in the first candidate distribution resource group to the freight order to be distributed; and obtaining a first order receiving probability of the freight note to be delivered corresponding to the first candidate delivery resource group according to the order receiving willingness degree of each candidate delivery resource in the first candidate delivery resource group to the freight note to be delivered.
Optionally, the obtaining, according to the willingness degree of each candidate delivery resource in the first candidate delivery resource group to the waybill to be delivered, a first waybill receiving probability that the waybill to be delivered corresponds to the first candidate delivery resource group includes: according to the order receiving willingness degree of each candidate distribution resource in the first candidate distribution resource group to the freight note to be distributed, obtaining the order non-receiving probability of the freight note to be distributed corresponding to all candidate distribution resources in the first candidate distribution resource group; and obtaining a first order receiving probability that the waybill to be delivered corresponds to at least one candidate delivery resource in the first candidate delivery resource group according to the order not receiving probability that the waybill to be delivered corresponds to all candidate delivery resources in the first candidate delivery resource group.
Optionally, the obtaining a second order receiving probability that the waybill to be dispatched corresponds to all candidate dispatching resources in the candidate dispatching resource set includes: acquiring the order receiving willingness degree of each candidate distribution resource in all the candidate distribution resources to the freight note to be distributed; and obtaining a second order receiving probability that the freight note to be distributed corresponds to all the candidate distribution resources in the candidate distribution resource set according to the order receiving willingness degree of each candidate distribution resource in all the candidate distribution resources to the freight note to be distributed.
Optionally, the obtaining, according to the willingness of each candidate delivery resource in all the candidate delivery resources to pick up orders of the waybills to be delivered, a second probability that the waybills to be delivered correspond to all the candidate delivery resources in the candidate delivery resource set includes: according to the order-receiving willingness degree of each candidate distribution resource in all the candidate distribution resources to the freight note to be distributed, obtaining the order-not-receiving probability of the freight note to be distributed corresponding to all the candidate distribution resources in the candidate distribution resource set; and obtaining a second order receiving probability that the waybill to be distributed corresponds to at least one candidate distribution resource in all the candidate distribution resources according to the order receiving probability that the waybill to be distributed corresponds to all the candidate distribution resources in the candidate distribution resource set.
Optionally, the obtaining of the candidate delivery resource set of the freight note to be delivered includes: acquiring first geographical position information of the entity object to which the waybill to be distributed belongs, and inquiring second geographical position information of each distribution resource in a distribution resource library; determining first distance information between the first geographical position information and the second geographical position information, and determining distribution resources with the first distance information smaller than a first preset distance threshold value as candidate distribution resources; and generating a candidate delivery resource set of the freight note to be delivered by using the obtained multiple candidate delivery resources.
Optionally, the obtaining of the candidate delivery resource set of the waybill to be delivered includes: obtaining first target distribution geographical position information of the freight notes to be distributed; inquiring second target distribution geographical position information of a distribution freight note carried by each distribution resource in a distribution resource library; determining second distance information between the first target distribution geographical position information and the second target distribution geographical position information, and determining distribution resources with the second distance information smaller than a second preset distance threshold value as candidate distribution resources; and generating a candidate delivery resource set of the freight note to be delivered by using the obtained multiple candidate delivery resources.
Optionally, the method further includes: sending prompt information aiming at the freight note to be delivered to a candidate delivery resource terminal used by each candidate delivery resource in the matched delivery resource group; obtaining a first request message which is sent by a target distribution resource terminal used by target distribution resources in the matched distribution resource group and requests for distributing the freight note to be distributed; and returning a first result message used for indicating that the waybill to be distributed is distributed by the target distribution resource to a target distribution resource terminal used by the target distribution resource, and returning a second result message used for indicating that the waybill to be distributed has completed order receiving to a candidate distribution resource terminal used by other candidate distribution resources in the matched distribution resource group.
Optionally, the method further includes: sending prompt information aiming at the freight note to be delivered to a candidate delivery resource terminal used by each candidate delivery resource in the matched delivery resource group; obtaining a first request message which is sent by a candidate delivery resource terminal used by a plurality of candidate delivery resources in the matched delivery resource group and requests delivery of the freight note to be delivered; determining target distribution resources from the candidate distribution resources according to a preset screening rule; and returning a first result message used for indicating that the waybill to be distributed is distributed by the target distribution resource to the target distribution resource terminal used by the target distribution resource, and returning a second result message used for indicating that the waybill to be distributed has completed order receiving to the candidate distribution resource terminal used by other candidate distribution resources in the matched distribution resource group.
Optionally, the determining, according to a preset screening rule, a target delivery resource from the multiple candidate delivery resources includes: obtaining first candidate duration information required by each candidate delivery resource in the plurality of candidate delivery resources to reach a first geographical position where the entity object to which the waybill to be delivered belongs is located; determining first target duration information according to a short-to-long sorting rule for the plurality of first candidate duration information, and determining candidate delivery resources corresponding to the first target duration information as target delivery resources.
Optionally, the determining the target delivery resource from the multiple candidate delivery resources according to a preset filtering rule includes: obtaining time information of the first request message sent by each candidate distribution resource in the plurality of candidate distribution resources; and determining first time information according to the time information for sending the first request message and a sorting rule from near to far, and determining candidate delivery resources corresponding to the first time information as target delivery resources.
Optionally, the determining, according to a preset screening rule, a target delivery resource from the multiple candidate delivery resources includes: obtaining first target distribution geographical position information of the freight notes to be distributed; querying second target distribution geographical position information of a distribution freight note carried by each candidate distribution resource in the plurality of candidate distribution resources; determining second distance information between the first target distribution geographical position information and the second target distribution geographical position information, determining the second target distance information according to a sorting rule from small to large by the plurality of second distance information, and determining candidate distribution resources corresponding to the second target distance information as target distribution resources.
Optionally, the determining the target delivery resource from the multiple candidate delivery resources according to a preset filtering rule includes: inquiring the waybill quantity of a delivery waybill carried by each candidate delivery resource in the plurality of candidate delivery resources; determining the number of the waybills carried with the delivery waybills according to a sorting rule from small to large, and determining candidate delivery resources corresponding to the number of the first waybills as target delivery resources.
Optionally, the description information of each candidate delivery resource in the first candidate delivery resource group includes the ranking order of each candidate delivery resource; the method further comprises the following steps: sending a second request message for requesting to distribute the waybills to be distributed to a first candidate distribution resource terminal used by a first candidate distribution resource in the first candidate distribution resource group, wherein the second request message comprises waybills information of the waybills to be distributed; and obtaining order receiving success feedback information which is returned by the first candidate distribution resource terminal and aims at the freight order to be distributed.
Optionally, the method further includes: and if the order receiving failure feedback information which is returned by the first candidate delivery resource terminal and aims at the waybill to be delivered is obtained, continuing to execute the step of obtaining a first order receiving probability that the waybill to be delivered corresponds to a first candidate delivery resource group in the candidate delivery resource set.
Optionally, the candidate delivery resource set includes a plurality of candidate delivery resources sorted according to a preset sorting rule, and the method further includes: obtaining a first candidate delivery resource in the candidate delivery resource set and a first order-receiving willingness degree of the first candidate delivery resource to the freight note to be delivered, wherein the first order-receiving willingness degree is larger than the order-receiving willingness degrees of other candidate delivery resources to the freight note to be delivered, and the first candidate delivery resource set comprises a first candidate delivery resource; the obtaining a first order receiving probability that the waybill to be delivered corresponds to a first candidate delivery resource group in the candidate delivery resource set includes: and taking the first order taking willingness degree as a first order taking probability that the to-be-distributed freight note corresponds to the first candidate distribution resource.
Optionally, if the first order taking probability is smaller than a preset order taking probability threshold, the method further includes: obtaining second candidate delivery resources in the candidate delivery resource set and a second order taking willingness degree of the second candidate delivery resources to the freight note to be delivered, wherein the first order taking willingness degree is greater than the second order taking willingness degree, the second order taking willingness degree is greater than the order taking willingness degrees of other candidate delivery resources to the freight note to be delivered, and the first candidate delivery resource set comprises the first candidate delivery resources and the second candidate delivery resources; the obtaining a first order receiving probability that the waybill to be delivered corresponds to a first candidate delivery resource group in the candidate delivery resource set includes: and calculating and obtaining a first order receiving probability that the waybill to be distributed corresponds to a part of candidate distribution resources in the candidate distribution resource set according to the first order receiving willingness degree and the second order receiving willingness degree, wherein the part of candidate distribution resources comprise the first candidate distribution resources and the second candidate distribution resources.
Optionally, the multiple candidate delivery resources sorted according to the preset sorting rule include: a plurality of candidate distribution resources after sequencing are obtained according to the order receiving willingness degree of each candidate distribution resource to the freight notes to be distributed and the sequencing rule from big to small; the obtaining a first candidate delivery resource in the candidate delivery resource set includes: and obtaining a first candidate distribution resource in the candidate distribution resource set through the ranking order of each candidate distribution resource in the candidate distribution resource set.
Optionally, if at least one candidate delivery resource in the candidate delivery resource set other than the first candidate delivery resource group is at least one of the following, the at least one candidate delivery resource is taken as a delivery resource that can recommend the waybill to be delivered: the at least one candidate delivery resource does not belong to the candidate delivery resources of other to-be-delivered bills in the to-be-delivered bill library; and the willingness degree of the at least one candidate delivery resource to the order to be delivered of other orders to be delivered in the order library to be delivered is smaller than the willingness degree of the at least one candidate delivery resource to the order to be delivered.
The embodiment of the present application further provides an waybill processing apparatus, including: the first obtaining unit is used for obtaining a candidate distribution resource set of the freight bill to be distributed; a second obtaining unit, configured to obtain a first order receiving probability that the waybill to be delivered corresponds to a first candidate delivery resource group in the candidate delivery resource set; the first determining unit is used for setting the first candidate distribution resource group as a matched distribution resource group if the first order taking probability is not lower than a preset order taking probability threshold; otherwise, selecting candidate distribution resources from the candidate distribution resources in the candidate distribution resource set except the first candidate distribution resource group to join the candidate distribution resource group into the first candidate distribution resource group, and setting the first candidate distribution resource group as a matching distribution resource group when the first order-receiving probability of the first candidate distribution resource group is not lower than the order-receiving probability threshold; and the first recommending unit is used for recommending the freight bill to be distributed to the distribution resources in the matched distribution resource group.
Optionally, the number of the to-be-distributed freight lists recommended to each distribution resource in the matching distribution resource group includes one or more.
Optionally, the number of delivery resources in the matching delivery resource group includes one or more.
Optionally, the method further includes: a third obtaining unit, configured to obtain a second order receiving probability that the waybill to be provisioned corresponds to all candidate provisioning resources in the candidate provisioning resource set; and the second recommending unit is used for determining all candidate distribution resources in the candidate distribution resource set as the distribution resources which can recommend the freight bill to be distributed if the second order taking probability is lower than the preset order taking probability threshold.
Optionally, the second obtaining unit includes: the first obtaining subunit is configured to obtain an order receiving willingness degree of each candidate distribution resource in the first candidate distribution resource group to the to-be-distributed freight note; and the first order receiving probability obtaining subunit is configured to obtain, according to the order receiving willingness degree of each candidate distribution resource group in the first candidate distribution resource group to the to-be-distributed waybills, a first order receiving probability that the to-be-distributed waybills corresponds to the first candidate distribution resource group.
Optionally, the first order probability obtaining subunit is specifically configured to: according to the order receiving willingness degree of each candidate distribution resource in the first candidate distribution resource group to the freight note to be distributed, obtaining the order non-receiving probability of the freight note to be distributed corresponding to all candidate distribution resources in the first candidate distribution resource group; and obtaining a first order receiving probability that the waybill to be delivered corresponds to at least one candidate delivery resource in the first candidate delivery resource group according to the order not receiving probability that the waybill to be delivered corresponds to all candidate delivery resources in the first candidate delivery resource group.
Optionally, the third obtaining unit includes: a second obtaining subunit, configured to obtain an order taking willingness degree of each candidate distribution resource of the all candidate distribution resources to the to-be-distributed freight note; and the second order taking probability obtaining subunit is configured to obtain, according to the order taking willingness degree of each candidate distribution resource in all the candidate distribution resources to the waybills to be distributed, a second order taking probability that the waybills to be distributed correspond to all the candidate distribution resources in the candidate distribution resource set.
Optionally, the second order taking probability obtaining subunit is specifically configured to: according to the order-receiving willingness degree of each candidate distribution resource in all the candidate distribution resources to the freight note to be distributed, obtaining the order-not-receiving probability of the freight note to be distributed corresponding to all the candidate distribution resources in the candidate distribution resource set; and obtaining a second order receiving probability that the waybill to be distributed corresponds to at least one candidate distribution resource in all the candidate distribution resources according to the order not receiving probability that the waybill to be distributed corresponds to all the candidate distribution resources in the candidate distribution resource set.
Optionally, the first obtaining unit includes: the geographic position information obtaining unit is used for obtaining first geographic position information of the entity object to which the waybill to be distributed belongs and inquiring second geographic position information of each distribution resource in a distribution resource library; a second determining unit, configured to determine first distance information between the first geographical location information and the second geographical location information, and determine, as a candidate distribution resource, a distribution resource for which the first distance information is smaller than a first preset distance threshold; and the first generating unit is used for generating the candidate delivery resource set of the freight note to be delivered from the obtained multiple candidate delivery resources.
Optionally, the first obtaining unit includes: the first target distribution geographical position information obtaining unit is used for obtaining first target distribution geographical position information of the freight note to be distributed; the second target distribution geographical position information inquiry unit is used for inquiring second target distribution geographical position information of distribution freight notes carried by distribution resources in the distribution resource library; a third determining unit, configured to determine second distance information between the first target distribution geographical location information and the second target distribution geographical location information, and determine, as a candidate distribution resource, a distribution resource for which the second distance information is smaller than a second preset distance threshold; and the second generating unit is used for generating the candidate distribution resource set of the freight note to be distributed by the obtained multiple candidate distribution resources.
Optionally, the method further includes: the first sending unit is used for sending prompt information aiming at the freight bill to be distributed to the candidate distribution resource terminals used by each candidate distribution resource in the matched distribution resource group; a first request message obtaining unit, configured to obtain a first request message that is sent by a target delivery resource terminal used by a target delivery resource in the matching delivery resource group and requests to deliver the waybill to be delivered; and a result message returning unit, configured to return a first result message used for indicating that the waybill to be delivered is delivered by the target delivery resource to a target delivery resource terminal used by the target delivery resource, and return a second result message used for indicating that the waybill to be delivered has completed order delivery to a candidate delivery resource terminal used by another candidate delivery resource in the matching delivery resource group.
Optionally, the method further includes: the first sending unit is used for sending prompt information aiming at the freight bill to be distributed to the candidate distribution resource terminals used by each candidate distribution resource in the matched distribution resource group; a first request message obtaining unit, configured to obtain a first request message, which is sent by a candidate delivery resource terminal used by multiple candidate delivery resources in the matching delivery resource group and requests to deliver the to-be-delivered waybill; a target distribution resource determining unit, configured to determine a target distribution resource from the multiple candidate distribution resources according to a preset screening rule; and a result message returning unit, configured to return a first result message used to indicate that the waybill to be delivered is delivered by the target delivery resource to a target delivery resource terminal used by the target delivery resource, and return a second result message used to indicate that the waybill to be delivered has completed order delivery to a candidate delivery resource terminal used by another candidate delivery resource in the matching delivery resource group.
Optionally, the target distribution resource determining unit includes: a first candidate duration information obtaining unit, configured to obtain first candidate duration information required for each candidate distribution resource in the multiple candidate distribution resources to reach a first geographical location where the entity object to which the waybill belongs is located; and the target distribution resource determining subunit is configured to determine first target duration information according to the sorting rule from short to long for the plurality of first candidate duration information, and determine the candidate distribution resource corresponding to the first target duration information as the target distribution resource.
Optionally, the target distribution resource determining unit includes: a fourth obtaining unit, configured to obtain time information of the first request message sent by each of the multiple candidate delivery resources; and the target distribution resource determining subunit is configured to determine first time information according to a near-to-far ordering rule based on the time information of the first request message, and determine candidate distribution resources corresponding to the first time information as the target distribution resources.
Optionally, the target distribution resource determining unit includes: the first target distribution geographical position information obtaining unit is used for obtaining first target distribution geographical position information of the freight note to be distributed; the second query unit is used for querying second target distribution geographical position information of the distribution freight note carried by each candidate distribution resource in the plurality of candidate distribution resources; and the target distribution resource determining subunit is configured to determine second distance information between the first target distribution geographical location information and the second target distribution geographical location information, determine the second target distance information according to a descending order rule of the plurality of second distance information, and determine candidate distribution resources corresponding to the second target distance information as the target distribution resources.
Optionally, the target distribution resource determining unit includes: the waybill quantity query unit is used for querying the waybill quantity of the delivery waybill carried by each candidate delivery resource in the plurality of candidate delivery resources; and the target distribution resource determining subunit is used for determining a first waybill quantity according to the waybill quantity of the carried distribution waybill and the ordering rule from small to large, and determining the candidate distribution resources corresponding to the first waybill quantity as the target distribution resources.
Optionally, the description information of each candidate delivery resource in the first candidate delivery resource group includes a rank of each candidate delivery resource; the device further comprises: a second request message sending unit, configured to send a second request message for requesting to distribute the waybill to be distributed to a first candidate distribution resource terminal used by a first candidate distribution resource in the first candidate distribution resource group, where the second request message includes waybill information of the waybill to be distributed; and the order successful feedback information obtaining unit is used for obtaining order successful feedback information which is returned by the first candidate distribution resource terminal and aims at the to-be-distributed freight note.
Optionally, the method further includes: and the order taking failure feedback information obtaining unit is used for continuously executing the step of obtaining a first order taking probability that the waybill to be distributed corresponds to a first candidate distribution resource group in the candidate distribution resource set if the order taking failure feedback information which is returned by the first candidate distribution resource terminal and aims at the waybill to be distributed is obtained.
Optionally, the candidate delivery resource set includes a plurality of candidate delivery resources sorted according to a preset sorting rule, and the apparatus further includes: a fifth obtaining unit, configured to obtain a first candidate delivery resource in the candidate delivery resource set and a first order taking willingness degree of the first candidate delivery resource to the waybill to be delivered, where the first order taking willingness degree is greater than order taking willingness degrees of other candidate delivery resources to the waybill to be delivered, and the first candidate delivery resource group includes the first candidate delivery resource; the second obtaining unit is specifically configured to use the first order taking willingness as a first order taking probability that the to-be-delivered waybill corresponds to the first candidate delivery resource.
Optionally, if the first order taking probability is smaller than a preset order taking probability threshold, the apparatus further includes: a sixth obtaining unit, configured to obtain a second candidate delivery resource in the candidate delivery resource set and a second order taking willingness degree of the second candidate delivery resource to the waybill to be delivered, where the first order taking willingness degree is greater than the second order taking willingness degree, the second order taking willingness degree is greater than order taking willingness degrees of other candidate delivery resources to the waybill to be delivered, and the first candidate delivery resource group includes the first candidate delivery resource and the second candidate delivery resource; the second obtaining unit is specifically configured to: and calculating and obtaining a first order receiving probability that the waybill to be distributed corresponds to a part of candidate distribution resources in the candidate distribution resource set according to the first order receiving willingness degree and the second order receiving willingness degree, wherein the part of candidate distribution resources comprise the first candidate distribution resources and the second candidate distribution resources.
Optionally, the multiple candidate delivery resources sorted according to the preset sorting rule include: a plurality of candidate distribution resources after sequencing are obtained according to the order receiving willingness degree of each candidate distribution resource to the freight notes to be distributed and the sequencing rule from big to small; the fifth obtaining unit is specifically configured to: and obtaining a first candidate distribution resource in the candidate distribution resource set through the ranking order of each candidate distribution resource in the candidate distribution resource set.
Optionally, if at least one candidate delivery resource in the candidate delivery resource set other than the first candidate delivery resource group is at least one of the following, the at least one candidate delivery resource is taken as a delivery resource that can recommend the waybill to be delivered: the at least one candidate delivery resource does not belong to the candidate delivery resources of other to-be-delivered bills in the to-be-delivered bill library; and the order receiving willingness degree of the at least one candidate delivery resource to other to-be-delivered orders in the to-be-delivered order library is smaller than the order receiving willingness degree of the at least one candidate delivery resource to the to-be-delivered orders.
The embodiment of the application also provides an electronic device, which comprises a processor and a memory; the memory stores a computer program, and the processor executes the computer program and then executes the method.
An embodiment of the present application further provides a computer storage medium, where a computer program is stored, and the computer program is executed by the processor to perform the method.
Compared with the prior art, the embodiment of the application has the following advantages:
the embodiment of the application provides a waybill processing method, which comprises the following steps: acquiring a candidate distribution resource set of the freight bill to be distributed; obtaining a first order receiving probability that the waybill to be distributed corresponds to a first candidate distribution resource group in the candidate distribution resource set; if the first order taking probability is not lower than a preset order taking probability threshold, setting the first candidate distribution resource group as a matched distribution resource group; otherwise, selecting candidate distribution resources from the candidate distribution resources except the first candidate distribution resource group in the candidate distribution resource set to join the first candidate distribution resource group, and setting the first candidate distribution resource group as a matching distribution resource group until the first order-receiving probability of the first candidate distribution resource group is not lower than the order-receiving probability threshold; and recommending the freight note to be distributed to distribution resources in the matched distribution resource group.
According to the method, at least one candidate distribution resource is selected from a candidate distribution resource set to form a first candidate distribution resource group, if the first order receiving probability of the first candidate distribution resource group for the to-be-distributed waybills is not lower than a preset order receiving probability threshold value, the first candidate distribution resource group can ensure that the to-be-distributed waybills are received, the first candidate distribution resource is set as a matching distribution resource group, and the to-be-distributed waybills are recommended to distribution resources in the matching distribution resource group. And if the first order receiving probability of the first candidate delivery resource group to the to-be-delivered order is lower than the preset order receiving probability threshold, selecting the candidate delivery resources except the first candidate delivery resource group from the candidate delivery resource set to be added into the first candidate delivery resource group until the first order receiving probability threshold of the to-be-delivered order corresponding to the first candidate delivery resource group is not lower than the preset order receiving probability threshold, and setting the first candidate delivery resource group as the matched delivery resource group. Therefore, the candidate distribution resources matched with the distribution resource groups can ensure that the waybills to be distributed are received, and the problem of low efficiency of getting the waybills to be distributed by the distribution resources due to the fact that a plurality of distribution resources simultaneously receive one waybills to be distributed is solved. In addition, other distribution resources except the matched distribution resource group provide other information of the to-be-distributed waybills with low probability of being singled, and the to-be-singled efficiency of the to-be-distributed waybills is improved.
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Fig. 1 is a schematic view of an application scenario of the waybill processing method provided in the present application.
Fig. 2 is a flowchart of an waybill processing method according to a first embodiment of the present application.
Fig. 3 is a schematic diagram of an waybill processing device according to a second embodiment of the present application.
Fig. 4 is a schematic diagram of an electronic device provided in a third embodiment of the present application.
Detailed Description
In the following description, numerous specific details are set forth in order to provide a thorough understanding of the present application. This application is capable of implementation in many different ways than those herein set forth and of similar import by those skilled in the art without departing from the spirit and scope of this application, and thus this application is not limited to the specific implementations disclosed below.
The terminology used in the present application is for the purpose of describing particular embodiments only and is not intended to be limiting of the application. The description used in this application and in the appended claims is for example: "a," "an," "first," and "second," etc., are not necessarily limited to a quantity or order, but rather are used to distinguish one type of information from another.
The embodiment of the application provides a waybill processing method. The embodiment of the application also provides an waybill processing device, electronic equipment and a computer storage medium. Details are described in the following examples one by one.
At present, in the process of dispatching a waybill to be dispatched, if a target dispatching resource can be determined for the waybill to be dispatched, the waybill to be dispatched is dispatched to the target dispatching resource for dispatching, and if the target dispatching resource cannot be determined, the waybill to be dispatched enters an order grabbing pool. Because a large number of freight notes to be distributed exist in the ticket pool, a plurality of distribution resources all take the freight notes to be distributed in the ticket pool for distribution.
In the prior art, the method has the problems that a plurality of distribution resources simultaneously rob one waybill to be distributed, and none of the distribution resources receives the waybill to be distributed, so that the efficiency of receiving the waybill to be distributed by the distribution resources is reduced, and the waybill to be distributed is not received by people for a long time. Therefore, how to improve the picking up and distribution efficiency of the waybills to be distributed is a problem to be solved.
In order to solve the above problems, the present application provides a plurality of embodiments. The following describes each embodiment provided in the present application. Please refer to fig. 1, which is a schematic view of an application scenario of the waybill processing method provided in the present application.
In this scenario embodiment, in a normal case, the server 101 matches a suitable delivery resource with the to-be-delivered waybill, and if there is no matched delivery resource or the delivery resource matched with the to-be-delivered waybill does not receive and deliver the waybill, the to-be-delivered waybill is placed into the waybill pool, and the to-be-delivered waybill is taken by other candidate delivery resources. In order to enable each waybill to be delivered in the waybill pool to be picked up by the candidate delivery resources and avoid the situation that a plurality of candidate delivery resources rob one waybill to be delivered at the same time, the server 101 matches the appropriate candidate delivery resources for each waybill to be delivered in the waybill pool.
Specifically, for example, the server 101 matches the corresponding candidate delivery resource set 102 for the to-be-delivered waybill T1 in the waybill pool 103. Then, a first order receiving probability of the first candidate distribution resource group in the candidate distribution resource set 102 to the to-be-distributed waybill T1 is calculated, and if the first order receiving probability is not lower than a preset order receiving probability threshold, it indicates that the first candidate distribution resource group can satisfy the condition that the to-be-distributed waybill T1 is received. And determining the first candidate delivery resource group as a matching delivery resource group of the to-be-delivered waybill, and recommending the to-be-delivered waybill to the candidate resource of the matching delivery resource group.
If the first order receiving probability is lower than the preset order receiving probability threshold, it indicates that the current candidate distribution resource quantity in the first candidate distribution resource group cannot ensure that the waybill to be distributed T1 is received by at least one candidate distribution resource. At this time, at least one candidate delivery resource in the candidate delivery resource set 102 except the first candidate delivery resource group needs to be added into the first candidate delivery resource group until the first order taking probability that the to-be-delivered waybill corresponds to the first candidate delivery resource group is not lower than the preset order taking probability threshold. That is, the condition that the to-be-delivered bill is ordered by at least one candidate delivery resource in the first candidate delivery resource group is satisfied.
The quantity of the to-be-distributed freight notes recommended to each distribution resource in the matching distribution resource group comprises one or more. Specifically, for example, the matching delivery resource group X1 corresponding to the to-be-delivered manifest T1 includes a first candidate delivery resource D1 and a second candidate delivery resource D2. Meanwhile, the matching distribution resource group X2 corresponding to the to-be-distributed waybill T2 may further include a first candidate distribution resource D1 and a third candidate distribution resource D3.
If the second order receiving probability of all the candidate distribution resources in the candidate distribution resource set 102 to the to-be-distributed waybills T1 is smaller than the preset order receiving probability threshold, it indicates that all the candidate distribution resources in the candidate distribution resource set 102 cannot satisfy the condition that the to-be-distributed waybills T1 are received by at least one candidate distribution resource, at this time, all the candidate distribution resources in the candidate distribution resource set 102 provide the waybills information of the to-be-distributed waybills T1, and the to-be-distributed waybills T1 receiving probability is improved.
The first method for the server 101 to obtain the candidate delivery resource set of the waybills to be delivered is as follows:
the method comprises the steps of obtaining first geographical position information of an entity object to which a waybill to be distributed belongs, obtaining second geographical position information of a plurality of distribution resources in a distribution resource library, calculating first distance information of each distribution resource reaching the first geographical position information of the waybill to be distributed, determining the distribution resources with the first distance information meeting a first preset distance threshold value as candidate distribution resources, and generating a candidate distribution resource set from the obtained candidate distribution resources. For example, the delivery resources with the distance between the geographical location information of the waybills to be delivered being less than or equal to 4KM are determined as the candidate delivery resource set of the waybills to be delivered.
In addition, the step of the server 101 obtaining the candidate delivery resource set of the waybills to be delivered further includes a second method:
obtaining first target distribution geographical position information of the freight notes to be distributed; inquiring second target distribution geographical position information of distribution freight notes carried by distribution resources in a distribution resource library; determining second distance information between the first target distribution geographical position information and the second target distribution geographical position information, and determining distribution resources of which the second distance information is smaller than a second preset distance threshold value as candidate distribution resources; and generating a candidate delivery resource set of the freight note to be delivered by using the obtained multiple candidate delivery resources. For example, the second target delivery geographical information of the delivery waybills carried by the candidate delivery resources and the first target delivery geographical location information of the to-be-delivered waybills are located in the same office building, and the like.
The candidate delivery resources in the candidate delivery resource set further include corresponding ranking orders, for example, the order taking willingness degree of each candidate delivery resource to the delivery order is obtained, and the candidate delivery resources are ranked according to the order taking willingness degree of each candidate delivery resource to the delivery order from large to small, so as to obtain ranked candidate delivery resources. For example, for the to-be-delivered waybill T1, the willingness degree of the candidate delivery resource D1 to the candidate T1 in the candidate delivery resource set 102 corresponding to T1 is 90%, the willingness degree of the candidate delivery resource D2 to the candidate T1 is 70%, and the willingness degree of the candidate delivery resource D3 to the candidate T1 is 20%.
Sorting according to the sequence of the willingness degree of each candidate delivery resource to the order receiving of the T1 from large to small, and obtaining the sequence of each candidate delivery resource in the candidate delivery resource set of the freight order T1 to be delivered as follows: the first candidate delivery resource is D1, the second candidate delivery resource is D2, and the third candidate delivery resource is D3.
The server calculates a first order receiving probability that the waybill to be delivered T1 corresponds to a first candidate delivery resource group in the candidate delivery resource set, and the calculation can be performed according to the following method:
first, suppose that only the first candidate delivery resource set includes the first candidate delivery resource D1. And calculating a first order receiving probability that the freight bill to be distributed T1 corresponds to the first candidate distribution resource D1. The first order taking probability is calculated according to the following calculation formula: 1- (1-0.9) =90%.
Specifically, the willingness degree that D1 does not receive the freight note to be distributed T1 is 10% according to the first order taking willingness degree of D1 to T1, so that the first order taking probability that the freight note to be distributed T1 is taken by at least one candidate distribution resource is calculated to be 90%.
Then, a relation between a first order taking probability that the waybill to be delivered T1 corresponds to the first candidate delivery resource in the candidate delivery resource set and a preset order taking probability threshold is judged, and the preset order taking probability threshold is assumed to be 95%. At this time, 90% is less than 95%, which indicates that the waybill information of the waybill T1 to be provisioned is only sent to the first candidate delivery resource, and it cannot be guaranteed that the waybill T1 to be provisioned is ordered by at least one delivery resource.
Therefore, the first candidate set of delivery resources needs to add a second candidate set of delivery resources D2 in addition to the first candidate set of delivery resources D1. That is, the waybill information notification of the waybill T1 to be delivered is sent to the first candidate delivery resource D1 and the second candidate delivery resource D2, and then the first probability of receiving the waybill is calculated according to the following calculation formula: 1- (1-0.9) =97% (1-0.7).
Specifically, the willingness degree of D1 not receiving the freight note to be delivered T1 is 10% according to 90% of the first willingness degree of D1 to T1, the willingness degree of D2 not receiving the freight note to be delivered T1 is 30% according to 70% of the second willingness degree of D2 to T1, then the probability of D1 and D2 not receiving the freight note to be delivered T1 at the same time is 3% through calculation, and then the first freight note probability of at least one candidate delivery resource for the freight note to be delivered T1 is 97%. At this time, the first order receiving probability that the to-be-distributed waybill T1 corresponds to a part of the candidate distribution resources in the candidate distribution resource set is 97%, where the first candidate distribution resource set includes a first candidate distribution resource D1 and a second candidate distribution resource D2 at this time.
Since 97% is greater than 95%, it is indicated that the waybill information of the waybill to be delivered T1 is simultaneously sent to the first candidate delivery resource D1 and the second candidate delivery resource D2, and it can be ensured that the waybill to be delivered T1 is ordered by at least one delivery resource. Therefore, in order to ensure that the waybill to be delivered can be ordered by the delivered resources and avoid multiple delivered resources simultaneously getting the same waybill to be delivered, at this time, the first candidate delivered resource D1 and the second candidate delivered resource D2 in the candidate delivered resource set 102 may form a first candidate delivered resource group, and the first candidate delivered resource group is set as a matching delivered resource group. And recommending the freight bill T1 to be distributed to the distribution resources of the matched distribution resource group. Other candidate delivery resources in the candidate delivery resource set 102 except the first candidate delivery resource group may be recommended with the waybill information of other waybills to be delivered.
Because, if the waybill information of the waybill to be delivered T1 is simultaneously sent to the first candidate delivery resource D1, the second candidate delivery resource D2, and the third candidate delivery resource D3, the first probability of receiving the waybill is calculated according to the following calculation formula: 1- (1-0.9) × (1-0.7) × (1-0.2) =97.6%.
Specifically, the willingness degree of D1 not receiving the freight note to be delivered T1 is 10% according to 90% of the first willingness degree of D1 to T1, the willingness degree of D2 not receiving the freight note to be delivered T1 is 30% according to 70% of the second willingness degree of D2 to T1, the willingness degree of D3 not receiving the freight note to be delivered T1 is 80% according to 20% of the third willingness degree of D2 to T1, then the probability of D1, D2 and D3 not receiving the freight note to be delivered T1 at the same time is 2.4% through calculation, and the first delivery probability of the freight note to be delivered T1 being delivered by at least one candidate delivery resource is 97.6%. At this time, the first order receiving probability that the to-be-distributed invoice T1 corresponds to a part of the candidate distribution resources in the candidate distribution resource set is 97.6%, where the first candidate distribution resource group includes the first candidate distribution resource D1, the second candidate distribution resource D2, and the third candidate distribution resource D3 at this time.
Therefore, if the waybill information of the waybill T1 to be delivered is simultaneously sent to the first candidate delivery resource D1 and the second candidate delivery resource D2, the first waybill probability 97% that the waybill T1 to be delivered is ordered by at least one candidate delivery resource is obtained and is already greater than the preset waybill probability threshold 95%. Therefore, based on the saving principle, the situation that the order grabbing efficiency of the distribution resources is reduced and other orders to be distributed are not accepted by people due to the fact that a plurality of distribution resources grab one order to be distributed at the same time is avoided, and the order information of the order to be distributed T1 is recommended to the first candidate distribution resource D1 and the second candidate distribution resource D2 only at the moment. The third candidate delivery resource D3 may be recommended with waybill information of other waybills to be delivered, and may also improve willingness of the third candidate delivery resource D3 to the other waybills to be delivered.
The method is a method for calculating the first order receiving probability of the waybill to be delivered T1 corresponding to the first candidate delivery resource group in the candidate delivery resource set by the server. According to the method, the first order receiving probability of the waybill to be distributed T1 corresponding to the first candidate distribution resource group is calculated, and then the obtained first order receiving probability is compared with a preset order receiving probability threshold value, so that whether the first candidate distribution resource group can ensure that the waybill to be distributed is received by at least one distribution resource is judged. The method saves the calculation process, and respectively calculates the order receiving probability once and determines the matched distribution resource group corresponding to the waybill to be distributed once according to the order receiving probability, thereby improving the efficiency of determining the candidate distribution resources recommended by the waybill to be distributed, simultaneously avoiding the same waybill to be distributed being subjected to the order grabbing of the candidate distribution resources, and further improving the rate of getting other waybills to be distributed.
And the server calculates a second order receiving probability that the waybill T2 to be distributed corresponds to the candidate distribution resources in the candidate distribution resource set. For the to-be-distributed waybill T2, for example, the distribution resource whose distance from the to-be-distributed waybill T2 is less than or equal to 4KM is determined as a candidate distribution resource in the candidate distribution resource set of the to-be-distributed waybill T2, where the candidate distribution resource set of the to-be-distributed waybill T2 includes a third candidate distribution resource D3 and a first candidate distribution resource D1.
The willingness degree of the third candidate delivery resource D3 to pick up the order of T2 is 50%, and the willingness degree of the first candidate delivery resource D1 to pick up the order of T2 is 10%.
Sorting according to the sequence of the willingness degree of each candidate delivery resource to the order receiving of the T2 from large to small, and obtaining the sequence of each candidate delivery resource in the candidate delivery resource set of the freight order T2 to be delivered as follows: a third candidate delivery resource D3, the first candidate delivery resource D1.
The server calculates a second order receiving probability that the waybill to be delivered T2 corresponds to all candidate delivery resources in the candidate delivery resource set, and may be calculated according to the following formula: 1- (1-0.5) =55%.
Specifically, the willingness degree of D3 not receiving the to-be-distributed waybill T2 is 50% according to the fact that the third order taking probability of D3 to T2 is 50%, the willingness degree of D1 not receiving the to-be-distributed waybill T2 is 90% according to the fact that the first order taking probability of D1 to T2 is 10%, then the probability that D3 and D1 do not receive the to-be-distributed waybill T2 at the same time is 45% through calculation, and the second order taking probability of the to-be-distributed waybill T2 being taken by at least one candidate distribution resource is 55%. At this time, 55% is smaller than the preset order receiving probability threshold of 95%, which indicates that the order information of the order T2 to be delivered is sent to all candidate delivery resources (the third candidate delivery resource D3 and the first candidate delivery resource D1) in the candidate delivery resource set, and it cannot be guaranteed that the order T2 to be delivered is received by at least one delivery resource. Therefore, in order to increase the order receiving rate of the to-be-allocated waybill T2, the to-be-allocated waybill T2 is recommended to all candidate allocation resources in the candidate allocation resource set corresponding to the to-be-allocated waybill T2.
In the to-be-allocated delivery order T1, the corresponding matching allocation resource group includes a first candidate allocation resource D1 and a second candidate allocation resource D2. The willingness degree of the third candidate delivery resource D3 to pick up orders for T1 is 20%, and at this time, the willingness degree of the third candidate delivery resource D3 to pick up orders for the to-be-delivered waybill T2 is increased from 50% to 70% without receiving the information of T1, so that the probability of picking up orders for the to-be-delivered waybill T2 can be increased.
Therefore, the method determines the order-receiving probability of the to-be-distributed waybills through a calculation process, and determines whether the candidate distribution resources in the first candidate distribution resource group can ensure that the to-be-distributed waybills are received by at least one distribution resource through comparison of the order-receiving probability with a preset order-receiving probability threshold. The method saves the calculation process of the order receiving probability and improves the efficiency of receiving the to-be-distributed waybills by the distribution resources. And (4) the freight bill to be delivered of which the delivery bill receiving rate is higher than the preset delivery bill receiving threshold is subjected to, so that the quantity of candidate delivery resources recommended by the freight bill to be delivered is reduced. The released candidate delivery resources are recommended to other waybills to be delivered, so that the problem of low delivery resource obtaining efficiency caused by the fact that a plurality of delivery resources simultaneously obtain the same waybills to be delivered is avoided, and the waybills receiving probability of other waybills to be delivered is improved.
First embodiment
A waybill processing method is provided in a first embodiment of the present application, please refer to fig. 2, which is a flowchart of the waybill processing method provided in the first embodiment of the present application. The waybill processing method shown in fig. 2 includes: steps S201 to S204.
As shown in fig. 2, in step S201, a candidate delivery resource set of the waybill to be delivered is obtained.
The step is used for acquiring a set formed by a plurality of candidate delivery resources which can deliver the freight bill to be delivered.
The candidate delivery resource set of the waybills to be delivered is obtained by the following method:
acquiring first geographical position information of the entity object to which the waybill to be distributed belongs, and inquiring second geographical position information of each distribution resource in a distribution resource library; determining first distance information between the first geographical location information and the second geographical location information, and determining distribution resources of which the first distance information is smaller than a first preset distance threshold value as candidate distribution resources; and generating a candidate delivery resource set of the freight note to be delivered by using the obtained multiple candidate delivery resources.
For example, the to-be-distributed waybill T1 is a to-be-distributed food item, the entity object of the to-be-distributed waybill T1 is merchant 1, and the first geographical location information of the store of merchant 1 is located, and the second geographical location information of each distribution resource currently located in the distribution resource library is queried. And calculating distance information between the first geographical position information and the second geographical position information, if the preset distance threshold is 4KM, obtaining distribution resources with the distance information being less than 4KM, determining the distribution resources as candidate distribution resources, and generating a candidate distribution resource set of the freight bill to be distributed by using the obtained multiple candidate distribution resources.
For example, the candidate delivery resource set of the to-be-delivered waybill T1 includes a first candidate delivery resource D1, a second candidate delivery resource D2, and a third candidate delivery resource D3. The candidate delivery resource set of the to-be-delivered waybill T2 includes a third candidate delivery resource D3 and a second candidate delivery resource D1.
The candidate delivery resource set of the waybills to be delivered is obtained, and can also be obtained by the following second method:
obtaining first target distribution geographical position information of the freight notes to be distributed; inquiring second target distribution geographical position information of a distribution freight note carried by each distribution resource in a distribution resource library; determining second distance information between the first target distribution geographical position information and the second target distribution geographical position information, and determining distribution resources of which the second distance information is smaller than a second preset distance threshold value as candidate distribution resources; and generating a candidate delivery resource set of the freight note to be delivered by using the obtained multiple candidate delivery resources.
For example, the second target delivery geographical location information of the delivery waybills carried by the candidate delivery resources and the first target delivery geographical location information of the waybills to be delivered are located in the same unit building, the same office building, and the like. Therefore, the candidate delivery resource can deliver the delivery waybills to be delivered at the same time in the process of delivering the delivery waybills carried by the candidate delivery resource.
As shown in fig. 2, in step S202, a first order taking probability that the waybill to be delivered corresponds to a first candidate delivery resource group in the candidate delivery resource set is obtained.
The step is used for obtaining a first order receiving probability that a first candidate distribution resource group in the candidate distribution resource set receives the freight notes to be distributed. Wherein, if the candidate delivery resource set comprises 3 candidate delivery resources, the first candidate delivery resource set may comprise one candidate delivery resource, or two candidate delivery resources.
The obtaining a first order receiving probability that the waybill to be distributed corresponds to a first candidate distribution resource group in the candidate distribution resource set comprises: acquiring the order receiving willingness degree of each candidate delivery resource in the first candidate delivery resource group to the freight note to be delivered; and obtaining a first order receiving probability of the waybills to be delivered corresponding to the first candidate delivery resource group according to the order receiving willingness degree of each candidate delivery resource in the first candidate delivery resource group to the waybills to be delivered.
For example, the first candidate resource set includes a first candidate delivery resource D1 and a second candidate delivery resource D2. The first order-receiving willingness degree of the D1 to the to-be-dispatched freight note T1 is 90%, and the second order-receiving willingness degree of the D2 to the T2 is 70%.
The obtaining, according to the willingness of each candidate distribution resource in the first candidate distribution resource group to order taking of the waybills to be distributed, a first order taking probability that the waybills to be distributed correspond to the first candidate distribution resource group includes: according to the order receiving willingness degree of each candidate distribution resource in the first candidate distribution resource group to the freight note to be distributed, obtaining the order non-receiving probability of the freight note to be distributed corresponding to all candidate distribution resources in the first candidate distribution resource group; and obtaining a first order receiving probability that the waybill to be delivered corresponds to at least one candidate delivery resource in the first candidate delivery resource group according to the order not receiving probability that the waybill to be delivered corresponds to all candidate delivery resources in the first candidate delivery resource group.
The first order-receiving willingness degree of D1 to the freight note T1 to be distributed is 90%, and the second order-receiving willingness degree of D2 to T2 is 70%. The first probability of picking a single is calculated according to the following formula: 1- (1-0.9) = 1-0.7) =97%.
The first order taking willingness degree of the D1 to the consignment waybill T1 is 90%, so that the probability that the consignment waybill T1 to be distributed is not taken by the D1 is 10%. The second order taking willingness degree of the D2 to the T2 is 70%, so that the probability that the freight bill T1 to be allocated is not taken by the D2 is 30%. Then, the probability that the delivery note T1 to be delivered is not singled by any one candidate delivery resource in the first candidate delivery resource group is calculated to be 10% × 30% =3%. Therefore, the probability that the to-be-distributed waybill T1 is ordered by at least one candidate distribution resource in the first candidate distribution resource group is 1-3% =97%, that is, the first order-ordering probability that the to-be-distributed waybill corresponds to the at least one candidate distribution resource in the first candidate distribution resource group is 97%.
The candidate delivery resource set comprises a plurality of candidate delivery resources which are ordered according to a preset ordering rule, and the method further comprises the following steps: obtaining first candidate distribution resources in the candidate distribution resource set and a first order-receiving willingness degree of the first candidate distribution resources to the freight note to be distributed, wherein the first order-receiving willingness degree is larger than the order-receiving willingness degrees of other candidate distribution resources to the freight note to be distributed, and the first candidate distribution resource set comprises first candidate distribution resources; the obtaining a first order receiving probability that the waybill to be delivered corresponds to a first candidate delivery resource group in the candidate delivery resource set includes: and taking the first order taking willingness degree as a first order taking probability that the to-be-distributed freight note corresponds to the first candidate distribution resource.
At this time, the first candidate distribution resource group only includes the first candidate distribution resource D1, and therefore, the first order taking willingness degree of D1 to T1 is the first order taking probability that the to-be-distributed waybill corresponds to the first candidate distribution resource. The first order probability that can be obtained by calculation is: 1- (1-0.9) =90%.
If the first order taking probability is smaller than a preset order taking probability threshold value, the method further comprises the following steps: obtaining second candidate delivery resources in the candidate delivery resource set and a second order taking willingness degree of the second candidate delivery resources to the freight note to be delivered, wherein the first order taking willingness degree is greater than the second order taking willingness degree, the second order taking willingness degree is greater than the order taking willingness degrees of other candidate delivery resources to the freight note to be delivered, and the first candidate delivery resource set comprises the first candidate delivery resources and the second candidate delivery resources; the obtaining a first order receiving probability that the waybill to be delivered corresponds to a first candidate delivery resource group in the candidate delivery resource set includes: and calculating and obtaining a first order receiving probability that the waybill to be distributed corresponds to a part of candidate distribution resources in the candidate distribution resource set according to the first order receiving willingness degree and the second order receiving willingness degree, wherein the part of candidate distribution resources comprise the first candidate distribution resources and the second candidate distribution resources.
The preset threshold of the probability of picking up the single is assumed to be 95%, and the 90% is less than 95%. Thus, the second candidate delivery resource D2 may be added to the first candidate set of delivery resources, which in this case includes the first candidate delivery resource D1 and the second candidate delivery resource D2. At this time, a first order receiving probability of the waybill to be delivered corresponding to a first candidate delivery resource group in the candidate delivery resource set is calculated as follows: 1- (1-0.9) =97% (1-0.7).
Wherein 97% is greater than 95%, that is, the first order taking probability is greater than the preset order taking probability threshold, which indicates that the first candidate distribution resource group can ensure that the waybill to be distributed T1 is taken by at least one candidate distribution resource at this time. And setting the first candidate delivery resource group containing the D1 and the D2 as a matched delivery resource group, and recommending the freight bill to be delivered to delivery resources of the matched delivery resource group.
The plurality of candidate distribution resources sorted according to the preset sorting rule include: obtaining a plurality of sorted candidate delivery resources according to the order receiving willingness degree of each candidate delivery resource to the freight notes to be delivered and a sorting rule from large to small; the obtaining a first candidate delivery resource in the candidate delivery resource set includes: and obtaining a first candidate distribution resource in the candidate distribution resource set according to the ranking of each candidate distribution resource in the candidate distribution resource set.
For example, for the to-be-delivered waybill T1, the willingness degree of the candidate delivery resource D1 to the candidate T1 in the candidate delivery resource set 102 corresponding to T1 is 90%, the willingness degree of the candidate delivery resource D2 to the candidate T1 is 70%, and the willingness degree of the candidate delivery resource D3 to the candidate T1 is 20%.
Sequencing according to the sequence from large to small of the order-receiving willingness degree of each candidate delivery resource to the T1, and obtaining the sequence of each candidate delivery resource in the candidate delivery resource set of the freight order T1 to be delivered as follows: the first candidate delivery resource is D1, the second candidate delivery resource is D2, and the third candidate delivery resource is D3.
As shown in fig. 2, in step S203, if the first order taking probability is not lower than the preset order taking probability threshold, setting the first candidate delivery resource group as a matching delivery resource group; otherwise, selecting candidate distribution resources from the candidate distribution resources except the first candidate distribution resource group in the candidate distribution resource set to join the first candidate distribution resource group, and setting the first candidate distribution resource group as a matching distribution resource group until the first order-taking probability of the first candidate distribution resource group is not lower than the order-taking probability threshold.
The method is used for determining the distribution resources in the matched distribution resource group which can be recommended by the freight bill to be distributed. The matching distribution resource group corresponding to the to-be-distributed waybill can ensure that the to-be-distributed waybill is ordered by at least one candidate distribution resource in the matching distribution resource group. Therefore, if the first order receiving probability corresponding to the first candidate distribution resource group is not lower than the preset order receiving probability threshold, it is determined that the first candidate distribution resource group is the matching distribution resource group corresponding to the to-be-distributed waybill.
For example, the first order taking probability that the to-be-distributed waybill T1 corresponds to the first candidate distribution resource group is 97% greater than the preset order taking probability threshold 95%, where the first candidate distribution resource group includes a first candidate distribution resource D1 and a second candidate distribution resource D2. It is explained that the waybill information of the waybill T1 to be delivered is provided to the first candidate delivery resource and the second candidate delivery resource, and the condition that the waybill T1 to be delivered is ordered by at least one candidate delivery resource has been satisfied.
And if the first order receiving probability corresponding to the first candidate distribution resource group is smaller than the preset order receiving probability threshold, adding other candidate distribution resources except the first candidate distribution resource group into the first candidate distribution resource group from the candidate distribution resource set until the first order receiving probability corresponding to the first candidate distribution resource group is not lower than the preset order receiving probability threshold.
For example, assuming that the first candidate delivery resource group includes the first candidate delivery resource D1, the first willingness-to-answer for T1 by D1 is 90%. The following calculation is performed: 1- (1-0.9) =90%, it can be known that, at this time, the first order receiving probability that the to-be-delivered waybill T1 corresponds to the first candidate delivery resource group is 90%, which is smaller than the preset threshold 95% of the order receiving probability. It is described that the first candidate delivery resource group cannot ensure that the to-be-delivered waybill T1 is ordered by at least one candidate delivery resource, so that the second candidate delivery resource is added to the first candidate delivery resource group from the candidate delivery resource set, at this time, the first order-receiving probability of the to-be-delivered waybill T1 corresponding to the first candidate delivery resource group is: 1- (1-0.9) =97%, which is greater than 95% of the preset single-tap probability threshold. Then the first candidate dispatch resource group is able to ensure that the order to be dispatched is ordered by at least one candidate dispatch resource. Therefore, the finally obtained matching distribution resource group corresponding to the to-be-distributed freight bill T1 comprises the first candidate distribution resource D1 and the second candidate distribution resource D2.
In addition, if the first candidate delivery resource group includes the first candidate delivery resource D1 and the second candidate delivery resource D2, the third candidate delivery resource D3 is added to the first candidate delivery resource group at the same time to form the second candidate delivery resource group. At this time, the second candidate delivery resource group corresponding to the to-be-delivered waybill T1 includes the first candidate delivery resource D1, the second candidate delivery resource D2, and the third candidate delivery resource D3. The third willingness degree to pick up D3 to T1 is 20%. And calculating a third single receiving probability of the to-be-distributed waybills T1 corresponding to the second candidate distribution resource group, wherein the third single receiving probability is 1- (1-0.9) × (1-0.7) =97.6%, is greater than a preset single receiving probability threshold value 95%, and is also greater than the first single receiving probability 97%.
Therefore, both the first candidate distribution resource group and the second candidate distribution resource group can satisfy the requirement that the waybill to be distributed T1 is received, but a phenomenon that a plurality of candidate distribution resources simultaneously draw one waybill to be distributed exists, the problem of low waybill receiving efficiency of the distribution resources is avoided, and the first candidate distribution resource group can be selected as a matching distribution resource group corresponding to the waybill to be distributed. Thereby releasing the third candidate delivery resource D3 for matching other bills of lading to be delivered.
As shown in fig. 2, in step S204, the waybill to be delivered is recommended to a delivery resource in the matching delivery resource group.
After the matching delivery resource group corresponding to the to-be-delivered waybill is determined in step S203, this step is used to recommend the to-be-delivered waybill to the delivery resource in the matching delivery resource group.
Wherein the number of delivery resources in the matching delivery resource group comprises one or more.
The recommended number of the freight notes to be delivered to each delivery resource in the matched delivery resource group comprises one or more. Specifically, for example, the matching delivery resource group X1 corresponding to the to-be-delivered waybill T1 includes a first candidate delivery resource D1 and a second candidate delivery resource D2. Meanwhile, the matching distribution resource group X2 corresponding to the to-be-distributed waybill T2 may further include a first candidate distribution resource D1 and a third candidate distribution resource D3.
In addition, the waybill to be delivered records identification information, where the identification information is used to represent delivery resource information corresponding to delivery resources that can recommend the waybill to be delivered. For example, the to-be-delivered waybill T1 records identification information, and the candidate delivery resources for indicating that the waybill information of the to-be-delivered waybill T1 can be seen include a first candidate delivery resource D1 and a second candidate delivery resource D2.
The recommending the freight note to be delivered to the delivery resources of the matched delivery resource group can be a first mode as follows:
sending prompt information aiming at the freight note to be delivered to a candidate delivery resource terminal used by each candidate delivery resource in the matched delivery resource group; obtaining a first request message which is sent by a target distribution resource terminal used by target distribution resources in the matched distribution resource group and requests for distributing the freight note to be distributed; and returning a first result message used for indicating that the waybill to be distributed is distributed by the target distribution resource to a target distribution resource terminal used by the target distribution resource, and returning a second result message used for indicating that the waybill to be distributed has completed order receiving to a candidate distribution resource terminal used by other candidate distribution resources in the matched distribution resource group.
The recommending the freight note to be distributed to the distribution resource of the matched distribution resource group can be implemented in a second mode as follows:
sending prompt information aiming at the freight note to be delivered to a candidate delivery resource terminal used by each candidate delivery resource in the matched delivery resource group; obtaining a first request message which is sent by a candidate delivery resource terminal used by a plurality of candidate delivery resources in the matched delivery resource group and requests to deliver the freight note to be delivered; determining target distribution resources from the candidate distribution resources according to a preset screening rule; and returning a first result message used for indicating that the waybill to be distributed is distributed by the target distribution resource to a target distribution resource terminal used by the target distribution resource, and returning a second result message used for indicating that the waybill to be distributed has completed order receiving to a candidate distribution resource terminal used by other candidate distribution resources in the matched distribution resource group.
The method for determining the target delivery resource from the multiple candidate delivery resources according to the preset screening rule includes: obtaining first candidate duration information required by each candidate delivery resource in the plurality of candidate delivery resources to reach a first geographical position where the entity object to which the waybill to be delivered belongs is located; determining first target duration information according to a short-to-long sorting rule for the plurality of first candidate duration information, and determining candidate delivery resources corresponding to the first target duration information as target delivery resources.
For example, the first candidate duration information required for D1 to reach the first geographical location is 5min, the first candidate duration information required for D2 to reach the first geographical location is 7min, and the first candidate duration information required for D3 to reach the first geographical location is 9min. And sequencing according to the first candidate duration information and a sequencing rule from short to long to obtain a target distribution resource D1.
Wherein, the determining the target delivery resource from the plurality of candidate delivery resources according to the preset screening rule includes a second method: obtaining time information of the first request message sent by each candidate distribution resource in the plurality of candidate distribution resources; and determining first time information according to the time information for sending the first request message and a sorting rule from near to far, and determining candidate delivery resources corresponding to the first time information as target delivery resources.
For example, D1 sends the first request message at a time of 9:00 D2 sends the first request message at a time of 9:02 And the time for sending the first request message by the D3 is 9:03, according to a sorting rule that the time for sending the first request message is from near to far, it is determined that the time information for sending the first request message by D1 is the first time information, and the target distribution resource is D1.
Wherein the determining of the target delivery resource from the plurality of candidate delivery resources according to the preset screening rule includes a third method: obtaining first target distribution geographical position information of the freight notes to be distributed; querying second target distribution geographical position information of a distribution freight note carried by each candidate distribution resource in the plurality of candidate distribution resources; determining second distance information between the first target distribution geographical position information and the second target distribution geographical position information, determining the second target distance information according to a sorting rule from small to large by the plurality of second distance information, and determining candidate distribution resources corresponding to the second target distance information as target distribution resources.
Wherein, the determining the target distribution resource from the plurality of candidate distribution resources according to the preset screening rule includes a fourth method: inquiring the waybill quantity of a delivery waybill carried by each candidate delivery resource in the plurality of candidate delivery resources; determining the number of the waybills carried with the delivery waybills according to a sorting rule from small to large, and determining candidate delivery resources corresponding to the number of the first waybills as target delivery resources.
In addition, if a first request message sent by a candidate delivery resource terminal used by any one candidate delivery resource in the first candidate delivery resource group is not received, the method further comprises the step of allocating the candidate delivery resource to the to-be-delivered waybill.
Specifically, the description information of each candidate delivery resource in the first candidate delivery resource group includes the ranking order of each candidate delivery resource; the method further comprises the following steps: sending a second request message for requesting to distribute the waybills to be distributed to a first candidate distribution resource terminal used by a first candidate distribution resource in the first candidate distribution resource group, wherein the second request message comprises waybills information of the waybills to be distributed; and obtaining order receiving success feedback information which is returned by the first candidate distribution resource terminal and aims at the freight order to be distributed.
The foregoing is the case that the first candidate delivery resource terminal agrees to receive the order to be delivered the waybill, and in addition, the case that the first candidate delivery resource terminal does not agree to receive the order to be delivered the waybill is also included, as follows:
and if the order receiving failure feedback information which is returned by the first candidate delivery resource terminal and aims at the freight note to be delivered is obtained, continuously executing the step of obtaining the first order receiving probability of the freight note to be delivered corresponding to the first candidate delivery resource group in the candidate delivery resource set.
For example, the first candidate delivery resource group includes a first candidate delivery resource D1 and a second candidate delivery resource D2, and the first candidate delivery resource D1 and the second candidate delivery resource D2 are combined to obtain the first order receiving probability that the to-be-delivered waybill T1 corresponds to the first candidate delivery resource group, which is 97% and greater than 95%. At this time, the first candidate delivery resource refuses to deliver the to-be-delivered waybill T1, which indicates that the candidate delivery resources in the first candidate delivery resource group cannot satisfy the condition that T1 is ordered by at least one candidate delivery resource, and then the first order-receiving probability should be 70% of the order-receiving probability of D2 to T1.
In order to meet the requirement that the first order taking probability is not lower than a preset order taking probability threshold, other candidate distribution resources need to be added into the first candidate distribution resource group, and the first order taking probability is improved. Therefore, when the first candidate delivery resource rejects the delivery of the waybill to be delivered T1, the step of obtaining the first order taking probability that the waybill to be delivered corresponds to the first candidate delivery resource group in the candidate delivery resource set is continuously performed, so as to achieve a condition that the first order taking probability is not lower than a preset order taking probability threshold.
Furthermore, if at least one candidate delivery resource in the candidate delivery resource set except the first candidate delivery resource set has at least one of the following conditions, the at least one candidate delivery resource is taken as a delivery resource which can recommend the freight bill to be delivered:
the at least one candidate delivery resource does not belong to the candidate delivery resources of other to-be-delivered waybills in the to-be-delivered waybill library. For example, the candidate delivery resource set of the waybill to be delivered T1 further includes a fourth candidate delivery resource D4, where a distance between the current geographic location information of D4 and other waybills to be delivered is greater than a preset distance threshold, and the current geographic location information does not belong to the candidate delivery resources of other waybills to be delivered. In order to enable the fourth candidate delivery resource D4 to have the receivable to-be-delivered waybills in the order grabbing pool, the fourth candidate delivery resource D4 is determined to be a delivery resource that can recommend the to-be-delivered waybills T1.
And the willingness degree of the at least one candidate delivery resource to the order to be delivered of other orders to be delivered in the order library to be delivered is smaller than the willingness degree of the at least one candidate delivery resource to the order to be delivered.
For example, the fourth candidate delivery resource D4 is a candidate delivery resource of the to-be-delivered waybill T1 and the to-be-delivered waybill T2 at the same time, where the willingness degree of D4 to order T1 is 30%, the willingness degree of D1 to order T2 is 5%, and 30% is greater than 5%, and then the fourth candidate delivery resource D4 is determined to be a delivery resource that can recommend the to-be-delivered waybill T1.
Furthermore, the method further comprises: obtaining a second order receiving probability that the waybills to be distributed correspond to all candidate distribution resources in the candidate distribution resource set; and if the second order receiving probability is lower than the preset order receiving probability threshold, determining all candidate distribution resources in the candidate distribution resource set as the distribution resources which can recommend the freight order to be distributed. For example, for the to-be-distributed waybill T2, for example, the distribution resource whose distance from the to-be-distributed waybill T2 is less than or equal to 4KM is determined as a candidate distribution resource in the candidate distribution resource set of the to-be-distributed waybill T2, where the candidate distribution resource set of the to-be-distributed waybill T2 includes a third candidate distribution resource D3 and a first candidate distribution resource D1.
The obtaining a second order receiving probability that the waybill to be delivered corresponds to all candidate delivery resources in the candidate delivery resource set includes: acquiring the order receiving willingness degree of each candidate distribution resource in all the candidate distribution resources to the freight order to be distributed; and obtaining a second order receiving probability that the freight note to be distributed corresponds to all the candidate distribution resources in the candidate distribution resource set according to the order receiving willingness degree of each candidate distribution resource in all the candidate distribution resources to the freight note to be distributed.
The willingness degree of order reception of the third candidate delivery resource D3 to T2 is 50%, and the willingness degree of order reception of the first candidate delivery resource D1 to T2 is 10%.
The obtaining, according to the willingness degree of each candidate delivery resource in all the candidate delivery resources to the order to be delivered, a second order receiving probability that the order to be delivered corresponds to all the candidate delivery resources in the candidate delivery resource set includes: according to the order-receiving willingness degree of each candidate distribution resource in all the candidate distribution resources to the freight note to be distributed, obtaining the order-not-receiving probability of the freight note to be distributed corresponding to all the candidate distribution resources in the candidate distribution resource set; and obtaining a second order receiving probability that the waybill to be distributed corresponds to at least one candidate distribution resource in all the candidate distribution resources according to the order receiving probability that the waybill to be distributed corresponds to all the candidate distribution resources in the candidate distribution resource set.
For example, the candidate delivery resource set of the to-be-delivered waybill T2 includes the third candidate delivery resource D3 and the first candidate delivery resource D1. Calculating a second order receiving probability of the waybill to be distributed T2 corresponding to all candidate distribution resources in the candidate distribution resource set, and calculating according to the following calculation mode: 1- (1-0.5) =55%.
The second order receiving probability 55% is less than the preset order receiving probability threshold 95%, which indicates that the order information of the order to be delivered T2 is provided to all the candidate distribution resources in the candidate resource set at the same time, and the order receiving probability of the order received by at least one candidate distribution resource is lower than the preset order receiving probability threshold, which cannot satisfy the order received by the order to be delivered T2. At this time, all candidate delivery resources need to provide waybill information of the waybill to be delivered, so as to improve the probability of being picked up by the waybill to be delivered T2.
In addition, the first order taking probability of the waybill T1 to be delivered corresponding to the first candidate delivery resource set is 97%, the third order taking probability of the waybill T1 to be delivered corresponding to the second candidate delivery resource set is 97.6%, and both 97% and 97.6% are greater than the preset threshold 95%. In order to save the principle, the first candidate delivery resource group is selected as the matching delivery resource group of the to-be-delivered waybill T1, that is, the first candidate delivery resource group includes a first candidate delivery resource D1 and a second candidate delivery resource D2.
At this time, the third candidate delivery resource D3 is released from the to-be-delivered manifest T1, and the third candidate delivery resource D3 is used as one of the candidate delivery resources corresponding to the to-be-delivered manifest T2. Accordingly, the 20% willingness to pick up D3 from T1 can be shifted to the willingness to pick up T2, so that the willingness to pick up D3 from T2 is increased from 50% to 70%. Thus, the second order probability that the to-be-dispatched waybill T2 corresponds to all the candidate dispatch resources in the candidate dispatch resource set may be 1- (1-0.7) × (1-0.1) =73%. It can be seen that the second pick-up probability rises from the previous 55% to 73%.
Therefore, it is stated that matching the matching delivery resource group corresponding to the to-be-delivered waybill T1 can not only satisfy the condition that T1 is ordered by at least one candidate delivery resource, but also avoid the phenomenon that the delivery efficiency of the candidate delivery resource is low because a plurality of candidate delivery resources simultaneously pick up one to-be-delivered waybill. Meanwhile, the third candidate distribution resources D3 are released, the probability of receiving the order of the to-be-distributed waybills T2 is improved, and the condition that part of the to-be-distributed waybills have no candidate distribution resources to be obtained is also avoided.
The embodiment of the application provides a waybill processing method, which comprises the following steps: obtaining a candidate distribution resource set of the freight note to be distributed; obtaining a first order receiving probability that the waybill to be distributed corresponds to a first candidate distribution resource group in the candidate distribution resource set; if the first order taking probability is not lower than a preset order taking probability threshold, setting the first candidate distribution resource group as a matched distribution resource group; otherwise, selecting candidate distribution resources from the candidate distribution resources in the candidate distribution resource set except the first candidate distribution resource group to join the candidate distribution resource group into the first candidate distribution resource group, and setting the first candidate distribution resource group as a matching distribution resource group when the first order-receiving probability of the first candidate distribution resource group is not lower than the order-receiving probability threshold; and recommending the freight note to be distributed to distribution resources in the matched distribution resource group.
According to the method, at least one candidate delivery resource is selected from a candidate delivery resource set to form a first candidate delivery resource group, if the first order receiving probability of the first candidate delivery resource group on the to-be-delivered waybill is not lower than a preset order receiving probability threshold, the first candidate delivery resource group can ensure that the to-be-delivered waybill is received, the first candidate delivery resource is set as a matching delivery resource group, and the to-be-delivered waybill is recommended to delivery resources in the matching delivery resource group. And if the first order receiving probability of the first candidate delivery resource group to the to-be-delivered order is lower than the preset order receiving probability threshold, selecting the candidate delivery resources except the first candidate delivery resource group from the candidate delivery resource set to be added into the first candidate delivery resource group until the first order receiving probability threshold of the to-be-delivered order corresponding to the first candidate delivery resource group is not lower than the preset order receiving probability threshold, and setting the first candidate delivery resource group as the matched delivery resource group. Therefore, the candidate distribution resources matched with the distribution resource groups can ensure that the waybills to be distributed are received, and the problem of low efficiency of getting the waybills to be distributed by the distribution resources due to the fact that a plurality of distribution resources simultaneously receive one waybills to be distributed is solved. In addition, other distribution resources except the matched distribution resource group provide information of other to-be-distributed freight notes with low receiving rate, and receiving efficiency of the to-be-distributed freight notes is improved.
Second embodiment
Corresponding to the embodiments corresponding to the application scenarios of the waybill processing method provided by the present application and the waybill processing method provided by the first embodiment, a second embodiment of the present application provides a waybill processing apparatus. Fig. 3 is a schematic diagram of an waybill processing apparatus according to a second embodiment of the present application. Since the apparatus embodiments are substantially similar to the method embodiments, they are described in a relatively simple manner, and reference may be made to some of the descriptions of the method embodiments for relevant points. The device embodiments described below are merely illustrative.
A waybill processing apparatus provided in a second embodiment of the present application, the apparatus includes:
a first obtaining unit 301, configured to obtain a candidate delivery resource set of a to-be-delivered waybill;
a second obtaining unit 302, configured to obtain a first order receiving probability that the waybill to be delivered corresponds to a first candidate delivery resource group in the candidate delivery resource set;
a first determining unit 303, configured to set the first candidate distribution resource group as a matching distribution resource group if the first order taking probability is not lower than a preset order taking probability threshold; otherwise, selecting candidate distribution resources from the candidate distribution resources in the candidate distribution resource set except the first candidate distribution resource group to join the candidate distribution resource group into the first candidate distribution resource group, and setting the first candidate distribution resource group as a matching distribution resource group when the first order-receiving probability of the first candidate distribution resource group is not lower than the order-receiving probability threshold;
a first recommending unit 304, configured to recommend the waybill to be delivered to delivery resources in the matching delivery resource group.
Optionally, the number of the to-be-distributed freight lists recommended to each distribution resource in the matching distribution resource group includes one or more.
Optionally, the number of delivery resources in the matching delivery resource group includes one or more.
Optionally, the method further includes: a third obtaining unit, configured to obtain a second order receiving probability that the waybill to be provisioned corresponds to all candidate provisioning resources in the candidate provisioning resource set; and the second recommending unit is used for determining all candidate distribution resources in the candidate distribution resource set as the distribution resources which can recommend the freight bill to be distributed if the second order taking probability is lower than the preset order taking probability threshold.
Optionally, the second obtaining unit 302 includes: the first obtaining subunit is configured to obtain an order receiving willingness degree of each candidate distribution resource in the first candidate distribution resource group to the to-be-distributed freight note; and the first order receiving probability obtaining subunit is configured to obtain, according to the order receiving willingness degree of each candidate distribution resource group in the first candidate distribution resource group to the to-be-distributed waybills, a first order receiving probability that the to-be-distributed waybills corresponds to the first candidate distribution resource group.
Optionally, the first order probability obtaining subunit is specifically configured to: according to the order receiving willingness degree of each candidate distribution resource in the first candidate distribution resource group to the freight note to be distributed, obtaining the order non-receiving probability of the freight note to be distributed corresponding to all candidate distribution resources in the first candidate distribution resource group; and obtaining a first order receiving probability that the waybill to be distributed corresponds to at least one candidate distribution resource in the first candidate distribution resource group according to the order receiving probability that the waybill to be distributed corresponds to all the candidate distribution resources in the first candidate distribution resource group.
Optionally, the third obtaining unit includes: a second obtaining subunit, configured to obtain an order taking willingness degree of each candidate distribution resource of the all candidate distribution resources to the to-be-distributed freight note; and the second order taking probability obtaining subunit is configured to obtain, according to the order taking willingness degree of each candidate distribution resource in all the candidate distribution resources to the waybills to be distributed, a second order taking probability that the waybills to be distributed correspond to all the candidate distribution resources in the candidate distribution resource set.
Optionally, the second order taking probability obtaining subunit is specifically configured to: according to the order receiving willingness degree of each candidate distribution resource in all the candidate distribution resources to the freight note to be distributed, obtaining the order non-receiving probability of the freight note to be distributed corresponding to all the candidate distribution resources in the candidate distribution resource set; and obtaining a second order receiving probability that the waybill to be distributed corresponds to at least one candidate distribution resource in all the candidate distribution resources according to the order not receiving probability that the waybill to be distributed corresponds to all the candidate distribution resources in the candidate distribution resource set.
Optionally, the first obtaining unit 301 includes: the geographic position information obtaining unit is used for obtaining first geographic position information of the entity object to which the waybill to be distributed belongs and inquiring second geographic position information of each distribution resource in a distribution resource library; a second determining unit, configured to determine first distance information between the first geographical location information and the second geographical location information, and determine, as a candidate distribution resource, a distribution resource for which the first distance information is smaller than a first preset distance threshold; and the first generating unit is used for generating the candidate delivery resource set of the freight note to be delivered by the obtained multiple candidate delivery resources.
Optionally, the first obtaining unit 301 includes: the first target distribution geographical position information obtaining unit is used for obtaining first target distribution geographical position information of the freight note to be distributed; the second target distribution geographical position information query unit is used for querying second target distribution geographical position information of distribution freight notes carried by distribution resources in the distribution resource library; a third determining unit, configured to determine second distance information between the first target distribution geographical location information and the second target distribution geographical location information, and determine, as a candidate distribution resource, a distribution resource for which the second distance information is smaller than a second preset distance threshold; and the second generating unit is used for generating the candidate delivery resource set of the freight note to be delivered by the obtained multiple candidate delivery resources.
Optionally, the method further includes: the first sending unit is used for sending prompt information aiming at the freight bill to be distributed to the candidate distribution resource terminals used by each candidate distribution resource in the matched distribution resource group; a first request message obtaining unit, configured to obtain a first request message that is sent by a target delivery resource terminal used by a target delivery resource in the matching delivery resource group and requests to deliver the waybill to be delivered; and a result message returning unit, configured to return a first result message used to indicate that the waybill to be delivered is delivered by the target delivery resource to a target delivery resource terminal used by the target delivery resource, and return a second result message used to indicate that the waybill to be delivered has completed order delivery to a candidate delivery resource terminal used by another candidate delivery resource in the matching delivery resource group.
Optionally, the method further includes: the first sending unit is used for sending prompt information aiming at the freight bill to be distributed to the candidate distribution resource terminals used by each candidate distribution resource in the matched distribution resource group; a first request message obtaining unit, configured to obtain a first request message, which is sent by a candidate delivery resource terminal used by multiple candidate delivery resources in the matching delivery resource group and requests to deliver the to-be-delivered waybill; the target distribution resource determining unit is used for determining target distribution resources from the candidate distribution resources according to a preset screening rule; and a result message returning unit, configured to return a first result message used for indicating that the waybill to be delivered is delivered by the target delivery resource to a target delivery resource terminal used by the target delivery resource, and return a second result message used for indicating that the waybill to be delivered has completed order delivery to a candidate delivery resource terminal used by another candidate delivery resource in the matching delivery resource group.
Optionally, the target distribution resource determining unit includes: a first candidate duration information obtaining unit, configured to obtain first candidate duration information required for each candidate distribution resource in the multiple candidate distribution resources to reach a first geographical location where the entity object to which the waybill belongs is located; and the target distribution resource determining subunit is configured to determine first target duration information according to the sorting rule from short to long for the plurality of first candidate duration information, and determine the candidate distribution resource corresponding to the first target duration information as the target distribution resource.
Optionally, the target distribution resource determining unit includes: a fourth obtaining unit, configured to obtain time information of the first request message sent by each candidate delivery resource in the multiple candidate delivery resources; and the target distribution resource determining subunit is configured to determine first time information according to a near-to-far ordering rule based on the time information of the first request message, and determine candidate distribution resources corresponding to the first time information as the target distribution resources.
Optionally, the target distribution resource determining unit includes: the first target distribution geographical position information obtaining unit is used for obtaining first target distribution geographical position information of the freight note to be distributed; the second query unit is used for querying second target distribution geographical position information of the distribution freight note carried by each candidate distribution resource in the plurality of candidate distribution resources; and the target distribution resource determining subunit is configured to determine second distance information between the first target distribution geographical location information and the second target distribution geographical location information, determine the second target distance information according to a descending order rule of the plurality of second distance information, and determine candidate distribution resources corresponding to the second target distance information as the target distribution resources.
Optionally, the target distribution resource determining unit includes: the waybill quantity query unit is used for querying the waybill quantity of the delivery waybill carried by each candidate delivery resource in the plurality of candidate delivery resources; and the target distribution resource determining subunit is used for determining a first waybill quantity according to the waybill quantity of the carried distribution waybill and the ordering rule from small to large, and determining the candidate distribution resources corresponding to the first waybill quantity as the target distribution resources.
Optionally, the description information of each candidate delivery resource in the first candidate delivery resource group includes the ranking order of each candidate delivery resource; the device further comprises: a second request message sending unit, configured to send a second request message for requesting to distribute the waybill to be distributed to a first candidate distribution resource terminal used by a first candidate distribution resource in the first candidate distribution resource group, where the second request message includes waybill information of the waybill to be distributed; and the order successful feedback information obtaining unit is used for obtaining order successful feedback information which is returned by the first candidate distribution resource terminal and aims at the to-be-distributed freight note.
Optionally, the method further includes: and a receipt failure feedback information obtaining unit, configured to, if receipt failure feedback information for the to-be-delivered receipt returned by the first candidate delivery resource terminal is obtained, continue to perform the step of obtaining a first receipt probability that the to-be-delivered receipt corresponds to a first candidate delivery resource group in the candidate delivery resource set.
Optionally, the candidate delivery resource set includes a plurality of candidate delivery resources sorted according to a preset sorting rule, and the apparatus further includes: a fifth obtaining unit, configured to obtain a first candidate delivery resource in the candidate delivery resource set and a first order taking willingness degree of the first candidate delivery resource to the to-be-delivered waybill, where the first order taking willingness degree is greater than order taking willingness degrees of other candidate delivery resources to the to-be-delivered waybill, and the first candidate delivery resource group includes the first candidate delivery resource; the second obtaining unit 302 is specifically configured to use the first willingness to pick up orders as a first order-picking probability that the to-be-delivered waybill corresponds to the first candidate delivery resource.
Optionally, if the first order taking probability is smaller than a preset order taking probability threshold, the apparatus further includes: a sixth obtaining unit, configured to obtain a second candidate delivery resource in the candidate delivery resource set and a second order taking willingness degree of the second candidate delivery resource to the waybill to be delivered, where the first order taking willingness degree is greater than the second order taking willingness degree, the second order taking willingness degree is greater than order taking willingness degrees of other candidate delivery resources to the waybill to be delivered, and the first candidate delivery resource group includes the first candidate delivery resource and the second candidate delivery resource; the second obtaining unit 302 is specifically configured to: and calculating and obtaining a first order-receiving probability that the waybill to be distributed corresponds to a part of candidate distribution resources in the candidate distribution resource set according to the first order-receiving willingness degree and the second order-receiving willingness degree, wherein the part of candidate distribution resources comprise the first candidate distribution resources and the second candidate distribution resources.
Optionally, the multiple candidate delivery resources ranked according to the preset ranking rule include: obtaining a plurality of sorted candidate delivery resources according to the order receiving willingness degree of each candidate delivery resource to the freight notes to be delivered and a sorting rule from large to small; the fifth obtaining unit is specifically configured to: and obtaining a first candidate distribution resource in the candidate distribution resource set through the ranking order of each candidate distribution resource in the candidate distribution resource set.
Optionally, if at least one candidate delivery resource in the candidate delivery resource set other than the first candidate delivery resource group is at least one of the following, the at least one candidate delivery resource is taken as a delivery resource that can recommend the waybill to be delivered: the at least one candidate delivery resource does not belong to the candidate delivery resources of other to-be-delivered bills in the to-be-delivered bill library; and the order receiving willingness degree of the at least one candidate delivery resource to other to-be-delivered orders in the to-be-delivered order library is smaller than the order receiving willingness degree of the at least one candidate delivery resource to the to-be-delivered orders.
Third embodiment
Corresponding to the method of the first embodiment of the present application, a third embodiment of the present application further provides an electronic device. As shown in fig. 4, fig. 4 is a schematic view of an electronic device provided in a third embodiment of the present application. The electronic device includes: at least one processor 401, at least one communication interface 402, at least one memory 403 and at least one communication bus 404; optionally, the communication interface 402 may be an interface of a communication module, such as an interface of a GSM module; the processor 401 may be a processor CPU, or an Application Specific Integrated Circuit ASIC (Application Specific Integrated Circuit), or one or more Integrated circuits configured to implement embodiments of the present invention. The memory 403 may comprise high-speed RAM memory, and may also include non-volatile memory (non-volatile memory), such as at least one disk memory. The memory 403 stores a program, and the processor 401 calls the program stored in the memory 403 to execute the method according to the first embodiment of the present invention.
Fourth embodiment
A fourth embodiment of the present application also provides a computer storage medium corresponding to the method of the first embodiment of the present application. The computer storage medium stores a computer program that is executed by a processor to perform the method of the first embodiment.
Although the present application has been described with reference to the preferred embodiments, it is not intended to limit the present application, and those skilled in the art can make variations and modifications without departing from the spirit and scope of the present application, therefore, the scope of the present application should be determined by the claims that follow.
In a typical configuration, a computing device includes one or more processors (CPUs), input/output interfaces, network interfaces, and memory. The memory may include forms of volatile memory in a computer readable medium, random Access Memory (RAM) and/or non-volatile memory, such as Read Only Memory (ROM) or flash memory (flash RAM). Memory is an example of a computer-readable medium.
1. Computer-readable media, including both non-transitory and non-transitory, removable and non-removable media, may implement information storage by any method or technology. The information may be computer readable instructions, data structures, modules of a program, or other data. Examples of computer storage media include, but are not limited to, phase change memory (PRAM), static Random Access Memory (SRAM), dynamic Random Access Memory (DRAM), other types of Random Access Memory (RAM), read Only Memory (ROM), electrically Erasable Programmable Read Only Memory (EEPROM), flash memory or other memory technology, compact disc read only memory (CD-ROM), digital Versatile Discs (DVD) or other optical storage, magnetic cassettes, magnetic tape magnetic disk storage or other magnetic storage devices, or any other non-transmission medium that can be used to store information that can be accessed by a computing device. As defined herein, computer readable Media does not include non-Transitory computer readable Media (transient Media), such as modulated data signals and carrier waves.
2. As will be appreciated by one skilled in the art, embodiments of the present application may be provided as a method, system, or computer program product. Accordingly, the present application may take the form of an entirely hardware embodiment, an entirely software embodiment or an embodiment combining software and hardware aspects. Furthermore, the present application may take the form of a computer program product embodied on one or more computer-usable storage media (including, but not limited to, disk storage, CD-ROM, optical storage, and so forth) having computer-usable program code embodied therein.

Claims (18)

1. A waybill processing method is characterized by comprising the following steps:
obtaining a candidate distribution resource set of the freight note to be distributed;
obtaining a first order receiving probability that the waybill to be distributed corresponds to a first candidate distribution resource group in the candidate distribution resource set;
if the first order taking probability is not lower than a preset order taking probability threshold, setting the first candidate distribution resource group as a matched distribution resource group; otherwise, selecting candidate distribution resources from the candidate distribution resources in the candidate distribution resource set except the first candidate distribution resource group to join the candidate distribution resource group into the first candidate distribution resource group, and setting the first candidate distribution resource group as a matching distribution resource group when the first order-receiving probability of the first candidate distribution resource group is not lower than the order-receiving probability threshold;
recommending the freight bill to be distributed to distribution resources in the matched distribution resource group;
wherein the obtaining a first order receiving probability that the waybill to be delivered corresponds to a first candidate delivery resource group in the candidate delivery resource set includes:
and obtaining a first order receiving probability of the waybills to be delivered corresponding to the first candidate delivery resource group according to the order receiving willingness degree of each candidate delivery resource in the first candidate delivery resource group to the waybills to be delivered.
2. The method of claim 1, wherein the recommended number of the orders to be delivered to each delivery resource in the matching set of delivery resources comprises one or more.
3. The method of claim 1, further comprising:
obtaining a second order receiving probability that the waybills to be distributed correspond to all candidate distribution resources in the candidate distribution resource set;
and if the second order receiving probability is lower than the preset order receiving probability threshold, determining all candidate distribution resources in the candidate distribution resource set as the distribution resources which can recommend the freight order to be distributed.
4. The method of claim 1, further comprising:
and acquiring the order receiving willingness degree of each candidate distribution resource in the first candidate distribution resource group to the freight order to be distributed.
5. The method of claim 1, wherein obtaining a first order taking probability that the to-be-delivered waybill corresponds to the first candidate delivery resource group according to the willingness of each candidate delivery resource in the first candidate delivery resource group to take orders of the to-be-delivered waybill comprises:
according to the order receiving willingness degree of each candidate distribution resource in the first candidate distribution resource group to the freight note to be distributed, obtaining the order non-receiving probability of the freight note to be distributed corresponding to all candidate distribution resources in the first candidate distribution resource group;
and obtaining a first order receiving probability that the waybill to be delivered corresponds to at least one candidate delivery resource in the first candidate delivery resource group according to the order not receiving probability that the waybill to be delivered corresponds to all candidate delivery resources in the first candidate delivery resource group.
6. The method of claim 3, wherein obtaining a second pick-up probability that the waybill to be dispatched corresponds to all candidate dispatch resources in the set of candidate dispatch resources comprises:
acquiring the order receiving willingness degree of each candidate distribution resource in all the candidate distribution resources to the freight note to be distributed;
and obtaining a second order receiving probability that the freight note to be distributed corresponds to all the candidate distribution resources in the candidate distribution resource set according to the order receiving willingness degree of each candidate distribution resource in all the candidate distribution resources to the freight note to be distributed.
7. The method of claim 6, wherein obtaining a second pick-up probability that the waybill to be delivered corresponds to all candidate delivery resources in the candidate delivery resource set according to the pick-up willingness of each candidate delivery resource in the all candidate delivery resources to the waybill to be delivered comprises:
according to the order-receiving willingness degree of each candidate distribution resource in all the candidate distribution resources to the freight note to be distributed, obtaining the order-not-receiving probability of the freight note to be distributed corresponding to all the candidate distribution resources in the candidate distribution resource set;
and obtaining a second order receiving probability that the waybill to be distributed corresponds to at least one candidate distribution resource in all the candidate distribution resources according to the order receiving probability that the waybill to be distributed corresponds to all the candidate distribution resources in the candidate distribution resource set.
8. The method of claim 1, wherein obtaining the set of candidate delivery resources for the manifest comprises:
acquiring first geographical position information of the entity object to which the waybill to be distributed belongs, and inquiring second geographical position information of each distribution resource in a distribution resource library;
determining first distance information between the first geographical position information and the second geographical position information, and determining distribution resources with the first distance information smaller than a first preset distance threshold value as candidate distribution resources;
and generating a candidate delivery resource set of the freight note to be delivered by using the obtained multiple candidate delivery resources.
9. The method of claim 1, wherein obtaining the set of candidate delivery resources for the manifest comprises:
obtaining first target distribution geographical position information of the freight notes to be distributed;
inquiring second target distribution geographical position information of distribution freight notes carried by distribution resources in a distribution resource library;
determining second distance information between the first target distribution geographical position information and the second target distribution geographical position information, and determining distribution resources with the second distance information smaller than a second preset distance threshold value as candidate distribution resources;
and generating a candidate delivery resource set of the freight note to be delivered by using the obtained multiple candidate delivery resources.
10. The method of claim 1, further comprising:
sending prompt information aiming at the freight note to be delivered to a candidate delivery resource terminal used by each candidate delivery resource in the matched delivery resource group;
obtaining a first request message which is sent by a target distribution resource terminal used by target distribution resources in the matched distribution resource group and requests for distributing the freight notes to be distributed;
and returning a first result message used for indicating that the waybill to be distributed is distributed by the target distribution resource to a target distribution resource terminal used by the target distribution resource, and returning a second result message used for indicating that the waybill to be distributed has completed order receiving to a candidate distribution resource terminal used by other candidate distribution resources in the matched distribution resource group.
11. The method of claim 1, further comprising:
sending prompt information aiming at the freight note to be delivered to a candidate delivery resource terminal used by each candidate delivery resource in the matched delivery resource group;
obtaining a first request message which is sent by a candidate delivery resource terminal used by a plurality of candidate delivery resources in the matched delivery resource group and requests to deliver the freight note to be delivered;
determining target distribution resources from the candidate distribution resources according to a preset screening rule;
and returning a first result message used for indicating that the waybill to be distributed is distributed by the target distribution resource to the target distribution resource terminal used by the target distribution resource, and returning a second result message used for indicating that the waybill to be distributed has completed order receiving to the candidate distribution resource terminal used by other candidate distribution resources in the matched distribution resource group.
12. The method of claim 1, wherein the description information for each candidate dispatch resource in the first set of candidate dispatch resources includes a rank of each candidate dispatch resource;
the method further comprises the following steps:
sending a second request message for requesting to distribute the waybill to be distributed to a first candidate distribution resource terminal used by a first candidate distribution resource in the first candidate distribution resource group, wherein the second request message comprises waybill information of the waybill to be distributed;
and obtaining order receiving success feedback information which is returned by the first candidate distribution resource terminal and aims at the freight order to be distributed.
13. The method of claim 1, wherein the set of candidate delivery resources comprises a plurality of candidate delivery resources ordered according to a predetermined ordering rule, and wherein the method further comprises:
obtaining first candidate distribution resources in the candidate distribution resource set and a first order-receiving willingness degree of the first candidate distribution resources to the freight note to be distributed, wherein the first order-receiving willingness degree is larger than the order-receiving willingness degrees of other candidate distribution resources to the freight note to be distributed, and the first candidate distribution resource set comprises first candidate distribution resources;
the obtaining a first order receiving probability that the waybill to be distributed corresponds to a first candidate distribution resource group in the candidate distribution resource set comprises:
and taking the first order taking willingness degree as a first order taking probability that the to-be-distributed freight note corresponds to the first candidate distribution resource.
14. The method of claim 13, wherein if the first tap probability is less than a preset tap probability threshold, the method further comprises:
obtaining second candidate delivery resources in the candidate delivery resource set and a second order taking willingness degree of the second candidate delivery resources to the freight note to be delivered, wherein the first order taking willingness degree is greater than the second order taking willingness degree, the second order taking willingness degree is greater than the order taking willingness degrees of other candidate delivery resources to the freight note to be delivered, and the first candidate delivery resource set comprises the first candidate delivery resources and the second candidate delivery resources;
the obtaining a first order receiving probability that the waybill to be distributed corresponds to a first candidate distribution resource group in the candidate distribution resource set comprises:
and calculating and obtaining a first order receiving probability that the waybill to be distributed corresponds to a part of candidate distribution resources in the candidate distribution resource set according to the first order receiving willingness degree and the second order receiving willingness degree, wherein the part of candidate distribution resources comprise the first candidate distribution resources and the second candidate distribution resources.
15. The method of claim 1, wherein at least one candidate delivery resource in the candidate delivery resource set other than the first candidate delivery resource group is used as a delivery resource that can recommend the waybill to be delivered if at least one of the following conditions exists:
the at least one candidate delivery resource does not belong to the candidate delivery resources of other delivery orders to be delivered in the delivery order library to be delivered;
and the willingness degree of the at least one candidate delivery resource to the order to be delivered of other orders to be delivered in the order library to be delivered is smaller than the willingness degree of the at least one candidate delivery resource to the order to be delivered.
16. An waybill processing device, comprising:
the first obtaining unit is used for obtaining a candidate distribution resource set of the freight note to be distributed;
a second obtaining unit, configured to obtain a first order taking probability that the waybill to be delivered corresponds to a first candidate delivery resource group in the candidate delivery resource set, where the obtaining of the first order taking probability that the waybill to be delivered corresponds to the first candidate delivery resource group in the candidate delivery resource set includes: obtaining a first order receiving probability of the waybills to be delivered corresponding to the first candidate delivery resource group according to the order receiving willingness degree of each candidate delivery resource in the first candidate delivery resource group to the waybills to be delivered;
the first determining unit is used for setting the first candidate distribution resource group as a matched distribution resource group if the first order taking probability is not lower than a preset order taking probability threshold; otherwise, selecting candidate distribution resources from the candidate distribution resources except the first candidate distribution resource group in the candidate distribution resource set to join the first candidate distribution resource group, and setting the first candidate distribution resource group as a matching distribution resource group until the first order-receiving probability of the first candidate distribution resource group is not lower than the order-receiving probability threshold;
and the first recommending unit is used for recommending the freight bill to be distributed to the distribution resources in the matched distribution resource group.
17. An electronic device, comprising a processor and a memory;
the memory has a computer program stored therein, which when executed by the processor performs the method of any one of claims 1-15.
18. A computer storage medium, characterized in that it stores a computer program which, when executed by a processor, performs the method of any one of claims 1-15.
CN202210940959.8A 2022-08-06 2022-08-06 Waybill processing method and device and electronic equipment Active CN115034727B (en)

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