CN106651122A - Freight source information screening and pushing method - Google Patents
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Abstract
Description
技术领域technical field
本发明属于物流信息分析技术领域，特别涉及一种考虑司机利润和货物运距的货源信息筛选及推送方法。The invention belongs to the technical field of logistics information analysis, and in particular relates to a method for screening and pushing goods source information considering driver profit and goods transportation distance.
背景技术Background technique
近年来，电子商务与物流行业的深度融合推动了物流货运平台的迅速发展，让全国千万的货运司机实现了在线找货。然而现有货运平台并不能帮助货运司机在大量货源信息中快速、准确地找到合适的货源进行运输，目前大多平台是根据货源起运地目的地等属性向司机推送货源信息，并没有考虑货源运距以及当前货源位置到车辆起运地的距离的关系，导致推送的货源信息量太大，无法客观、充分地反映司机期望的预约货源资源，对实现司机快速精准选择货运、提高物流电子商务平台撮合率及用户体验的效果差强人意。因此，物流货运平台需要一种考虑司机利润和货物运距的附近货源推荐智能方法，帮助司机快速准确地选择货源，提高运输效率。In recent years, the deep integration of e-commerce and the logistics industry has promoted the rapid development of logistics and freight platforms, enabling tens of millions of freight drivers across the country to find goods online. However, the existing freight platforms cannot help freight drivers quickly and accurately find a suitable source of goods for transportation in a large amount of source information. At present, most platforms push source information to drivers based on attributes such as origin and destination of the source of goods, without considering the distance of the source of goods. As well as the relationship between the current location of the source of goods and the distance from the place of departure of the vehicle, the amount of information on the source of goods pushed is too large, which cannot objectively and fully reflect the reserved source of goods expected by the driver. And the effect of user experience is unsatisfactory. Therefore, the logistics and freight platform needs an intelligent method for recommending nearby sources of goods that considers the driver's profit and the distance of the goods, so as to help drivers quickly and accurately select the source of goods and improve transportation efficiency.
发明内容Contents of the invention
发明目的：针对现有技术中存在的问题，本发明提供一种适用于物流运输的商务交易平台对司机进行精准的货源信息推送，能够帮助司机快速准确地选择货源，提高运输效率的货源信息筛选及推送方法。Purpose of the invention: Aiming at the problems existing in the prior art, the present invention provides a business transaction platform suitable for logistics and transportation to push accurate source information for drivers, which can help drivers quickly and accurately select source of goods and improve transportation efficiency. and push method.
技术方案：为解决上述技术问题，本发明提供了一种货源信息筛选及推送方法，其特征在于，包括如下步骤：Technical solution: In order to solve the above technical problems, the present invention provides a method for screening and pushing source information, which is characterized in that it includes the following steps:
步骤一：货源信息发布校验，货源信息包括货物名称、货物类型、货物数量、货物重量、货物体积、车型要求、车长要求、启运地、目的地、装货时间、收货时间和货主运费报价总金额；Step 1: Release and verify the source of goods information. The source of goods information includes the name of the goods, the type of goods, the quantity of goods, the weight of the goods, the volume of the goods, the requirements for the vehicle type, the requirements for the length of the vehicle, the place of departure, the destination, the loading time, the time of receiving the goods and the freight of the owner The total amount of the offer;
然后通过货源启运地和目的地得出货源运距d，并记录货源运距d和货主报价总金额为w；Then obtain the distance d of the source of goods through the origin and destination of the source of goods, and record the distance d of the source of goods and the total amount quoted by the owner as w;
步骤二：平台数据库车辆信息提取，车辆信息包括车牌号、车辆类型、车厢长宽高、额定载重、购车日期、拖挂轮轴、发动机号、车辆照片和车辆实时位置；Step 2: Extract the vehicle information from the platform database. The vehicle information includes the license plate number, vehicle type, length, width and height of the compartment, rated load, date of purchase, trailer axle, engine number, vehicle photo and vehicle real-time location;
此外车辆可根据实际需要设定运输线路，以便平台根据货源库精准向其推送货源，提高货运效率；In addition, the vehicle can set the transportation route according to the actual needs, so that the platform can accurately push the source of goods to it according to the source of goods, and improve the efficiency of freight transportation;
步骤三：确定司机设定运输线路的启运地或者车辆的实时位置；Step 3: Determine the place of departure of the transportation route set by the driver or the real-time location of the vehicle;
若司机设定了运输线路，以其设定线路的起运地作为车辆起运地；若没有设定运输线路，车辆的实时位置作为起运地；车辆起运地到货源装载地的距离记为d′；If the driver has set a transportation route, the starting place of the set route will be used as the starting place of the vehicle; if no transportation route is set, the real-time position of the vehicle will be used as the starting place; the distance between the starting place of the vehicle and the loading place of the source of goods is recorded as d′;
步骤四：车辆起运地到货源装载地的距离范围：根据货源运距d及司机每公里运输的利润函数，确定司机可接受的车辆起运地到货源装载地的距离d′；Step 4: The distance range from the place of departure of the vehicle to the loading place of the source of goods: according to the distance d of the source of goods and the profit function of the driver’s transportation per kilometer, determine the distance d′ acceptable to the driver from the place of departure of the vehicle to the place of loading of the source of goods;
步骤五：确定司机每公里赚取最低利润常量a0的取值范围；Step 5: Determine the value range of the minimum profit constant a 0 that the driver earns per kilometer;
步骤六：平台根据货源运距d及车辆起运地到货源装载地的距离d′，筛选出满足条件的货源，按照车辆起运地到货源装载地的距离远近进行排序，其中距离近的在前，远的在后，然后将排序好的距离信息向司机自动推送，司机从中选择货源进行运输。Step 6: The platform screens out qualified sources of goods according to the distance d of the source of goods and the distance d′ from the place of departure of the vehicle to the place of loading of the source of goods, and sorts them according to the distance from the place of departure of the vehicle to the place of loading of the source of goods, among which the shortest distance comes first. The farthest ones will be followed, and then the sorted distance information will be automatically pushed to the driver, and the driver will choose the source of goods for transportation.
进一步的，步骤四中确定可接受的车辆起运地到货源装载地的距离d′的具体步骤如下：Further, the specific steps for determining the acceptable distance d′ from the place of departure of the vehicle to the loading place of the source of goods in step 4 are as follows:
将司机每公里赚取最低利润记为a0，从车辆起运地到货物装载地每公里成本(空载)系数为常量k1，装完货物每公里运输成本系数为常量k2，货主运输这趟货物总体报价为w，运距为d；则由关系式计算出车辆起运地到货源装载地的距离d′的取值范围为 The minimum profit earned by the driver per kilometer is recorded as a 0 , the cost (empty load) coefficient per kilometer from the place where the vehicle is shipped to the place where the goods are loaded is a constant k 1 , the coefficient of the transportation cost per kilometer after the goods are loaded is a constant k 2 , and the cargo owner transports this The overall quotation of the cargo is w, and the transportation distance is d; then by the relation Calculate The value range of the distance d′ from the place of departure of the vehicle to the loading place of the source of goods is
进一步的，步骤五中计算司机每公里赚取最低利润常量a0的取值范围的具体步骤如下：Further, the specific steps for calculating the value range of the driver’s minimum profit per kilometer constant a 0 in step five are as follows:
d′≥0，则由故司机每公里赚取最低利润常量a0的取值范围为 d'≥0, then by Therefore, the value range of the minimum profit constant a 0 that the driver earns per kilometer is
本发明所涉及的一种考虑货源运距和司机利润的货源信息筛选及推送方法，货主会员将待运货物信息发送至平台；平台根据司机设定线路的起运地或车辆实时位置，基于货源运距以及承运人利润函数，确定司机能接受的周边货源初始装货距离范围，筛选出满足条件的货源，按照车辆起运地到货源装载地的距离远近进行优化排序，自动将相关货源推送给司机。本发明提供的线上推送货源，可减少司机挑选货源的成本和时间，使平台司机能在无数货源中快速、准确地找到适合装载的货源并做出符合自己需求的选择。The present invention relates to a method of screening and pushing goods source information considering the distance of the source of goods and the profit of the driver. The owner member sends the information of the goods to be transported to the platform; Based on the distance and the carrier’s profit function, determine the initial loading distance range of the surrounding goods that the driver can accept, filter out the goods that meet the conditions, optimize the sorting according to the distance from the vehicle’s departure place to the goods’ loading place, and automatically push the relevant goods to the driver. The online push of the source of goods provided by the present invention can reduce the cost and time for the driver to select the source of goods, and enable the platform driver to quickly and accurately find the source of goods suitable for loading among countless sources of goods and make a choice that meets their own needs.
与现有技术相比，本发明的优点在于：Compared with the prior art, the present invention has the advantages of:
考虑了司机所能接受的最大初始装货距离，根据货源运距，利用司机利润函数，确定司机能接受的周边货源装货距离范围，在这个距离范围筛选出符合要求的货源，并按距离远近对货源进行优化排序后自动向司机推送，帮助司机快速准确地选择合适货源，提高运输效率。Considering the maximum initial loading distance that the driver can accept, according to the distance of the source of goods, the profit function of the driver is used to determine the range of loading distance of the surrounding sources of goods that the driver can accept, and within this distance range, the source of goods that meet the requirements is screened out, and according to the distance After optimizing and sorting the source of goods, it will automatically push to the driver to help the driver quickly and accurately select the appropriate source of goods and improve transportation efficiency.
附图说明Description of drawings
图1是本发明的方法流程图。Fig. 1 is a flow chart of the method of the present invention.
具体实施方式detailed description
下面结合附图和具体实施方式，进一步阐明本发明。The present invention will be further explained below in conjunction with the accompanying drawings and specific embodiments.
本发明包括如下步骤：The present invention comprises the steps:
(1)货源信息发布校验，记录货源装货地目的地、货源运距d以及货主运费报价总金额为w；(1) Release and verification of the source of goods information, record the destination of the source of goods, the destination of the source of goods, the distance d of the source of goods, and the total amount of freight quoted by the owner of the goods is w;
货主在线发布的货源信息一般必须包括货物名称,货物类型,货物数量，重量,体积,车型要求,车长要求,启运地,目的地,装货时候,收货时间，货主运费报价总金额等，这里我们在其他相关信息条件符合的前提条件下，进一步考虑货源的运距对货源推送范围的影响。记录货源装货地目的地、由货源装货地目的地得到的货源运距d和货主运费报价总金额为w；The information on the source of goods published online by the owner must generally include the name of the goods, type of goods, quantity, weight, volume, model requirements, vehicle length requirements, place of departure, destination, loading time, receiving time, the total amount of the owner’s freight quotation, etc. Here we further consider the impact of the distance of the source of goods on the scope of the source of goods under the precondition that other relevant information conditions are met. Record the destination of the source of goods loading, the distance d of the source of goods obtained from the destination of the source of goods loading, and the total amount of freight quoted by the owner as w;
本实施例货源信息如下表1，货物名称都为线材，吨数均为40±5吨范围内The source information of this embodiment is as follows in Table 1. The names of the goods are all wire rods, and the tonnage is within the range of 40 ± 5 tons.
表1实施例货源信息表Table 1 embodiment source information table
(2)平台数据库车辆信息提取，确定司机的车辆起运地(2) Extract the vehicle information from the platform database to determine the driver's vehicle departure place
为确保车辆信息的真实性和安全性,平台录入的注册车辆信息一般包括车牌号,车辆类型,车厢长宽高,额定载重,购车日期,拖挂轮轴,发动机号,车辆照片、车辆实时位置等车辆基本信息，此外车辆可根据实际需要设定运输线路，以便平台根据货源库精准向其推送货源，提高货运效率。若司机设定了运输线路，以其设定线路的起运地作为车辆起运地；若没有设定运输线路，车辆的实时位置作为起运地；本实施例司机没有设定起运地，以其实时位置作为起运地，假定该以下车辆均适合装载上述货物，包括运输时间、载重、车辆类型等，仅考虑运距，司机成本系数、最低利润的影响，为方便计算，对于车辆1、车辆2的空载成本系数记为k1＝5.58、元/公里，满载成本系数k2＝8.33元/公里，每公里最低利润都记为a0＝3元/公里(具体a0的取值范围由步骤3给出)，具体信息如下表2：In order to ensure the authenticity and safety of vehicle information, the registered vehicle information entered by the platform generally includes license plate number, vehicle type, length, width and height of the compartment, rated load, date of purchase, trailer axle, engine number, vehicle photo, vehicle real-time location, etc. The basic information of the vehicle. In addition, the vehicle can set the transportation route according to the actual needs, so that the platform can accurately push the source of goods to it according to the source of goods, and improve the efficiency of freight transportation. If the driver has set a transportation route, the starting place of the set route will be used as the starting place of the vehicle; if no transportation route is set, the real-time location of the vehicle will be used as the starting place; As the place of departure, it is assumed that the following vehicles are suitable for loading the above-mentioned goods, including transportation time, load, vehicle type, etc., only considering the impact of transportation distance, driver cost coefficient, and minimum profit. For the convenience of calculation, the empty space of vehicle 1 and vehicle 2 The load cost coefficient is recorded as k 1 =5.58 yuan/km, the full load cost coefficient k 2 =8.33 yuan/km, and the minimum profit per kilometer is recorded as a 0 =3 yuan/km (the specific value range of a 0 is determined by step 3 given), the specific information is shown in Table 2:
表2实施例车辆信息表Table 2 embodiment vehicle information table
(3)确定司机每公里赚取最低利润常量a0的取值范围，具体a0取值范围如下表3：(3) Determine the value range of the minimum profit constant a 0 that the driver earns per kilometer, The specific value range of a 0 is shown in Table 3:
表3实施例a0取值范围表Table 3 embodiment a 0 value range table
为方便计算，对于车辆1、车辆2的每公里最低利润都记为a0＝3元/公里For the convenience of calculation, the minimum profit per kilometer for vehicle 1 and vehicle 2 is recorded as a 0 = 3 yuan/km
(4)车辆起运地到货源装载地的距离记为d′，确定货源推送范围d′，如下表4：(4) The distance from the place of departure of the vehicle to the loading place of the source of goods is recorded as d', and the pushing range of the source of goods is determined as d', Table 4 below:
表4实施例d′取值范围表Table 4 embodiment d' value range table
(5)平台将符合要求的货源信息优化排序后推送给司机(5) The platform optimizes and sorts the supply information that meets the requirements and pushes it to the driver
平台根据货源运距d及车辆起运地到货源装载地的距离d′，筛选出满足条件的货源，按照车辆起运地到货源装载地的距离远近进行排序，其中距离近的在前，远的在后，向司机自动推送货源，司机从中选择适宜货源进行运输；According to the distance d of the source of goods and the distance d′ from the place of departure of the vehicle to the place of loading of the source of goods, the platform screens out the sources of goods that meet the conditions, and sorts them according to the distance from the place of departure of the vehicle to the place of loading of the goods. After that, the source of goods is automatically pushed to the driver, and the driver selects the appropriate source of goods for transportation;
对于车辆1，按优先顺序分别推送货物4》货物1》货物3，其中货物2的装载地到车辆1的起运地的距离d′不符合要求，平台不进行推送；对于车辆2，按优先顺序分别推送货物2》货物4，其中货物1、货物3的装载地到车辆1的起运地的距离d′不符合要求，平台不进行推送。如下表5所示：For vehicle 1, push goods 4 "cargo 1" and "cargo 3" according to the order of priority, where the distance d' from the loading place of goods 2 to the place of departure of vehicle 1 does not meet the requirements, and the platform does not push; for vehicle 2, according to the order of priority Push cargo 2 >> cargo 4 respectively, and the distance d' from the loading place of cargo 1 and cargo 3 to the departure place of vehicle 1 does not meet the requirements, and the platform does not push. As shown in Table 5 below:
表5实施例平台司机货源推送表Table 5 Example platform driver supply push table
司机从中选择适宜货源进行运输。The driver selects the appropriate source of goods for transportation.
本发明根据货源运距，利用司机利润函数，确定司机能接受的周边货源初始装货距离范围，在这个距离范围筛选出符合要求的货源，并按距离远近对货源进行优化排序后自动向司机推送，适用于物流平台、运输调度平台等向货运司机会员进行更为精准的货源推送。According to the transportation distance of the source of goods, the present invention uses the profit function of the driver to determine the initial loading distance range of the peripheral source of goods that the driver can accept, screens out the source of goods that meet the requirements within this distance range, and automatically pushes the source of goods to the driver after optimizing and sorting the source of goods according to the distance. , suitable for logistics platforms, transportation scheduling platforms, etc. to push more accurate sources of goods to freight driver members.
以上所述仅为本发明的实施例子而已，并不用于限制本发明。凡在本发明的原则之内，所作的等同替换，均应包含在本发明的保护范围之内。本发明未作详细阐述的内容属于本专业领域技术人员公知的已有技术。The above descriptions are only examples of implementation of the present invention, and are not intended to limit the present invention. All equivalent replacements made within the principle of the present invention shall be included in the protection scope of the present invention. The content not described in detail in the present invention belongs to the prior art known to those skilled in the art.
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| CN107274019A (en) * | 2017-06-15 | 2017-10-20 | 成都华药共享网络科技有限公司 | Intelligent scheduling transportation management system |
| CN107274133A (en) * | 2017-06-19 | 2017-10-20 | 上海德启信息科技有限公司 | Calibration method and logistics customer side during a kind of logistics competition for orders confirms |
| CN107274138A (en) * | 2017-07-17 | 2017-10-20 | 童超 | A kind of logistics delivery scheduling system and method |
| CN108038647A (en) * | 2017-12-22 | 2018-05-15 | 江苏满运软件科技有限公司 | A kind of source of goods of arterial highway logistics recommends method |
| CN108416559A (en) * | 2018-04-18 | 2018-08-17 | 江苏富力物流科技有限公司 | A kind of shipping platform car owner maximum revenue intelligence share-car matching process |
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| CN107274019B (en) * | 2017-06-15 | 2020-12-08 | 成都华药共享网络科技有限公司 | Intelligent dispatching freight management system |
| CN107274133A (en) * | 2017-06-19 | 2017-10-20 | 上海德启信息科技有限公司 | Calibration method and logistics customer side during a kind of logistics competition for orders confirms |
| CN107274138A (en) * | 2017-07-17 | 2017-10-20 | 童超 | A kind of logistics delivery scheduling system and method |
| CN108038647A (en) * | 2017-12-22 | 2018-05-15 | 江苏满运软件科技有限公司 | A kind of source of goods of arterial highway logistics recommends method |
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| CN109685409A (en) * | 2018-11-16 | 2019-04-26 | 南京大学 | A kind of shipping platform car owner maximum revenue intelligence share-car matching process |
| CN110400060A (en) * | 2019-07-08 | 2019-11-01 | 拉货宝网络科技有限责任公司 | A kind of Highway Logistics source of goods recommended method based on vehicle Geographic mapping |
| CN110766514A (en) * | 2019-09-25 | 2020-02-07 | 苏宁云计算有限公司 | Optimal goods source screening method and device for e-commerce platform |
| CN110880065A (en) * | 2019-11-06 | 2020-03-13 | 南京大学 | A method for pushing backhaul sources of goods for dedicated line drivers |
| CN112231564A (en) * | 2020-10-16 | 2021-01-15 | 江苏满运物流信息有限公司 | Goods source sorting method and device, electronic equipment and storage medium |
| CN112231564B (en) * | 2020-10-16 | 2022-07-08 | 江苏满运物流信息有限公司 | Goods source sorting method and device, electronic equipment and storage medium |
| CN112418552A (en) * | 2020-12-04 | 2021-02-26 | 沙师弟(重庆)网络科技有限公司 | Work method for carrying out optimized dispatching on manifest and carrier vehicle based on dispatching requirement |
| CN113298467A (en) * | 2021-05-24 | 2021-08-24 | 上海擎朗智能科技有限公司 | Scheduling method, device, equipment and storage medium |
| CN115439040A (en) * | 2021-06-05 | 2022-12-06 | 南京福佑在线电子商务有限公司 | Vehicle source recommendation method and device based on driver's expectation |
| CN118644174A (en) * | 2024-08-15 | 2024-09-13 | 广州智卡物流科技有限公司 | A supply information publishing and pushing system and method based on smart logistics |
| CN118644174B (en) * | 2024-08-15 | 2024-12-24 | 广州智卡物流科技有限公司 | A supply information publishing and pushing system and method based on smart logistics |
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