Internet matching freight quotation method and system

Abstract

The present invention discloses an Internet matching freight quotation method and system, wherein the method includes: obtaining cargo and transportation requirement information; extracting keywords in the transportation requirements, and matching the keywords in the transportation requirements with preset keywords to obtain a first transportation tool set; extracting cargo features and corresponding cargo feature values ​​in the cargo information; matching the cargo feature values ​​with the feature value range of preset transportation tools to obtain a second transportation tool set; extracting common transportation tools in the first transportation tool set and the second transportation tool set to obtain a common transportation tool set; based on a preset transportation cost unit price table, quoting the transportation tools in the common transportation tool set according to the cargo and transportation requirement information to obtain transportation tools and corresponding quotations; sending the transportation tools and corresponding quotations to a preset cargo owner terminal for display. The present invention improves logistics transportation efficiency through Internet matching freight quotation.

Description

Technical Field

[0001] The present invention relates to the field of data processing technology, and more specifically, to an Internet matching freight quotation method and system. Background Art

[0002] With the rapid development of e-commerce, the demand for freight transportation has become more diversified, high-frequency and small-volume. Traditional freight quotation methods are usually based on fixed rate tables or manual estimates. This method has many limitations. For example, fixed rate tables often cannot accurately reflect the complex and changing transportation market conditions. Although manual estimates have certain flexibility, they are easily affected by human factors, such as experience and subjective judgment.

[0003] Therefore, the prior art has defects and needs to be improved urgently. Summary of the invention

[0004] In view of the above problems, the purpose of the present invention is to provide an Internet matching freight quotation method and system, which can improve the efficiency of logistics transportation.

[0005] A first aspect of the present invention provides an Internet matching freight quotation method, comprising:

[0006] Obtain information about goods and transportation requirements;

[0007] Extracting keywords from the transportation requirements, and matching the keywords from the transportation requirements with preset keywords to obtain a first transportation tool set;

[0008] Extract cargo features and corresponding cargo feature values ​​from cargo information;

[0009] Matching the characteristic value of the cargo with the characteristic value range of the preset transportation means to obtain a second transportation means set;

[0010] Extracting common transportation tools from the first transportation tool set and the second transportation tool set to obtain a common transportation tool set;

[0011] Based on the preset transportation cost unit price table, quote the transportation tools in the common transportation tool set according to the goods and transportation requirements information, and obtain the transportation tools and corresponding quotes;

[0012] The transport means and the corresponding quotation are sent to the preset shipper for display.

[0013] In this solution, the step of matching the keywords in the transportation requirements with the preset keywords to obtain the first transportation tool set specifically includes:

[0014] Extract any keyword in the transportation requirements and the preset keyword for comparative analysis to obtain a first similarity value;

[0015] If there is a first similarity value greater than or equal to a preset first similarity threshold, extracting a preset keyword corresponding to the first similarity value;

[0016] According to the preset keyword corresponding to the first similarity value, a preset transportation tool and keyword association table is searched to obtain transportation tools associated with the preset keyword corresponding to the first similarity value, and form a first initial transportation tool set;

[0017] Sequentially extract other keywords in the transportation requirements and the preset keywords for comparative analysis to obtain a second similarity value;

[0018] If there is a second similarity value greater than or equal to the preset first similarity threshold, extracting the preset keyword corresponding to the second similarity value;

[0019] According to the preset keyword corresponding to the second similarity value, a preset transportation tool and keyword association table is searched to obtain a transportation tool associated with the preset keyword corresponding to the second similarity value;

[0020] If the transportation tool associated with the preset keyword corresponding to the second similarity value is the same as the transportation tool in the first initial transportation tool set, the corresponding identical transportation tools are saved;

[0021] After traversing other keywords in all transportation requirements, the first initial transportation means set is set as the first transportation means set.

[0022] This plan also includes:

[0023] When the similarity values ​​between any keyword in the transportation requirements and all preset keywords are less than a preset first similarity threshold, the corresponding keyword is identified to obtain an identified keyword;

[0024] Classify the identification keywords to obtain corresponding identification keyword types;

[0025] According to the identification keyword type, extracting preset keywords in the identification keyword type;

[0026] The preset keywords in the identification keyword type are sent to the preset consignor terminal for display, and the identification keywords are sent to the preset management terminal for display.

[0027] In this solution, the step of matching the cargo characteristic value with the characteristic value range of the preset transportation means to obtain the second transportation means set includes:

[0028] A cargo characteristic value is randomly extracted as a reference characteristic value, and it is determined whether the corresponding reference characteristic value is within the corresponding specified characteristic value range of the preset transportation tool. If so, the corresponding transportation tool is extracted to form a second initial transportation tool set;

[0029] Extracting characteristic values ​​of other goods in sequence, determining whether the characteristic values ​​of other goods are within the corresponding specified characteristic value range of the transportation means in the second initial transportation means set, if so, retaining the corresponding transportation means; if not, deleting the corresponding transportation means from the second initial transportation means set;

[0030] After traversing all other cargo feature values, the second initial transport means set is set as the second transport means set.

[0031] This plan also includes:

[0032] When the characteristic value of the cargo is not within the corresponding specified characteristic value range of all preset transport means or all transport means in the second initial transport means set are deleted, a warning message is triggered;

[0033] Based on the warning information, determine whether the current goods can be split. If yes, split the corresponding goods to obtain multiple goods components, and extract the characteristics of the goods components and the corresponding component characteristic values; if no, send the warning information to the preset management terminal for prompting;

[0034] Randomly extract a component characteristic value as a reference component characteristic value, determine whether the corresponding reference component characteristic value is within the corresponding specified characteristic value range of the preset transportation tool, and if so, extract the corresponding transportation tool to form a second initial transportation tool subset;

[0035] Extracting characteristic values ​​of other components respectively, determining whether the characteristic values ​​of other components are within the corresponding specified characteristic value range of any transportation tool in the second initial transportation tool subset, and if so, setting the corresponding characteristic of other components and the characteristic of the reference component as coexisting characteristics; if not, setting the corresponding characteristic of other components and the characteristic of the reference component as repelling characteristics;

[0036] After traversing all other component features, all the mutually exclusive features are divided into two different component feature subsets;

[0037] According to other component features in the component feature subset to which the reference component feature belongs, corresponding other component feature values ​​are extracted;

[0038] Determine whether the characteristic value of the corresponding other component is within the corresponding specified characteristic value range of any transportation tool in the second initial transportation tool subset, if so, retain the corresponding transportation tool; if not, delete the corresponding transportation tool;

[0039] After traversing two different component feature subsets, two second initial transportation tool subsets are obtained;

[0040] A transport tool is randomly selected from two different second initial transport tool subsets respectively for combination to obtain a second transport tool set.

[0041] In this solution, the steps of quoting the transport means in the common transport means set based on the preset transport cost unit price table according to the cargo and transport requirement information to obtain the transport means and the corresponding quotation specifically include:

[0042] Extract the starting position in the transportation requirement information;

[0043] Based on the preset map software, the transportation route of the corresponding transportation tool is obtained according to the transportation tools and starting positions in the common transportation tool set;

[0044] Extract the transport route length value of the corresponding transport tool;

[0045] When the transportation route length value of the corresponding transportation tool is less than or equal to the preset first length threshold, the preset route basic fee value is set as the route fee value;

[0046] When the transportation route length value of the corresponding transportation tool is greater than the preset first length threshold, the transportation route length value of the corresponding transportation tool is subtracted from the preset first length threshold to obtain the transportation route length difference;

[0047] The route cost value is obtained by multiplying the difference in the length of the transport route by the preset route cost increase coefficient of the corresponding transport tool and adding the preset route basic cost value;

[0048] Extract the weight value of the goods;

[0049] When the weight value of the goods is less than or equal to the preset weight threshold, the preset weight-based fee value is set as the weight fee value;

[0050] When the weight of the goods is greater than the preset weight threshold, the preset weight threshold is subtracted from the corresponding weight of the goods to obtain the weight difference;

[0051] Multiply the weight difference by the preset weight fee increase coefficient, and add the preset weight base fee value to get the weight fee value;

[0052] The route cost value and weight cost value are added together, and then multiplied by the preset profit coefficient to obtain the quotation for the corresponding means of transport.

[0053] This plan also includes:

[0054] When the cargo characteristic value is greater than the preset first characteristic value range of the corresponding characteristic of the means of transport, the cargo characteristic value is subtracted from the maximum value in the preset first characteristic value range to obtain a first cargo characteristic difference value;

[0055] Multiply the first cargo characteristic difference by the first additional fee weight coefficient of the corresponding characteristic to obtain the additional fee value of the corresponding cargo characteristic;

[0056] When the cargo characteristic value is less than the preset first characteristic value range of the corresponding characteristic of the means of transport, the cargo characteristic value is subtracted from the minimum value in the preset first characteristic value range to obtain a second cargo characteristic difference value;

[0057] Multiply the second cargo characteristic difference by the second additional fee weight coefficient of the corresponding characteristic to obtain the additional fee value of the corresponding cargo characteristic;

[0058] The additional cost values ​​of all cargo characteristics are accumulated to obtain the additional cost value of the corresponding cargo;

[0059] The additional cost value of the goods and the quotation of the corresponding means of transport are accumulated to obtain the revised quotation value of the corresponding means of transport.

[0060] The second aspect of the present invention provides an Internet matching freight quotation system, including a memory and a processor, wherein the memory stores an Internet matching freight quotation method program, and when the Internet matching freight quotation method program is executed by the processor, the following steps are implemented:

[0061] Obtain information about goods and transportation requirements;

[0062] Extracting keywords from the transportation requirements, and matching the keywords from the transportation requirements with preset keywords to obtain a first transportation tool set;

[0063] Extract cargo features and corresponding cargo feature values ​​from cargo information;

[0064] Matching the characteristic value of the cargo with the characteristic value range of the preset transportation means to obtain a second transportation means set;

[0065] Extracting common transportation tools from the first transportation tool set and the second transportation tool set to obtain a common transportation tool set;

[0066] Based on the preset transportation cost unit price table, quote the transportation tools in the common transportation tool set according to the goods and transportation requirements information, and obtain the transportation tools and corresponding quotes;

[0067] The transport means and the corresponding quotation are sent to the preset shipper for display.

[0068] In this solution, the step of matching the keywords in the transportation requirements with the preset keywords to obtain the first transportation tool set specifically includes:

[0069] Extract any keyword in the transportation requirements and the preset keyword for comparative analysis to obtain a first similarity value;

[0070] If there is a first similarity value greater than or equal to a preset first similarity threshold, extracting a preset keyword corresponding to the first similarity value;

[0071] According to the preset keyword corresponding to the first similarity value, a preset transportation tool and keyword association table is searched to obtain transportation tools associated with the preset keyword corresponding to the first similarity value, and form a first initial transportation tool set;

[0072] Sequentially extract other keywords in the transportation requirements and the preset keywords for comparative analysis to obtain a second similarity value;

[0073] If there is a second similarity value greater than or equal to the preset first similarity threshold, extracting the preset keyword corresponding to the second similarity value;

[0074] According to the preset keyword corresponding to the second similarity value, a preset transportation tool and keyword association table is searched to obtain a transportation tool associated with the preset keyword corresponding to the second similarity value;

[0075] If the transportation tool associated with the preset keyword corresponding to the second similarity value is the same as the transportation tool in the first initial transportation tool set, the corresponding identical transportation tools are saved;

[0076] After traversing other keywords in all transportation requirements, the first initial transportation means set is set as the first transportation means set.

[0077] This plan also includes:

[0078] When the similarity values ​​between any keyword in the transportation requirements and all preset keywords are less than a preset first similarity threshold, the corresponding keyword is identified to obtain an identified keyword;

[0079] Classify the identification keywords to obtain corresponding identification keyword types;

[0080] According to the identification keyword type, extracting preset keywords in the identification keyword type;

[0081] The preset keywords in the identification keyword type are sent to the preset consignor terminal for display, and the identification keywords are sent to the preset management terminal for display.

[0082] The invention discloses an Internet matching freight quotation method and system, which improves the logistics transportation efficiency through Internet matching freight quotation. BRIEF DESCRIPTION OF THE DRAWINGS

[0083] Figure 1 A flow chart of an Internet matching freight quotation method of the present invention is shown;

[0084] Figure 2 A block diagram of an Internet matching freight quotation system of the present invention is shown. DETAILED DESCRIPTION

[0085] In order to more clearly understand the above-mentioned purpose, features and advantages of the present invention, the present invention is further described in detail below in conjunction with the accompanying drawings and specific embodiments. It should be noted that the embodiments of the present application and the features in the embodiments can be combined with each other without conflict.

[0086] In the following description, many specific details are set forth to facilitate a full understanding of the present invention. However, the present invention may also be implemented in other ways different from those described herein. Therefore, the protection scope of the present invention is not limited to the specific embodiments disclosed below.

[0087] Figure 1 A flow chart of an Internet matching freight quotation method of the present invention is shown.

[0088] like Figure 1 As shown, the present invention discloses an Internet matching freight quotation method, comprising:

[0089] S101, obtaining cargo and transportation requirement information;

[0090] S102, extracting keywords in the transportation requirements, and matching the keywords in the transportation requirements with preset keywords to obtain a first transportation tool set;

[0091] S103, extracting cargo features and corresponding cargo feature values ​​from cargo information;

[0092] S104, matching the characteristic value of the cargo with the characteristic value range of the preset transportation means to obtain a second transportation means set;

[0093] S105, extracting common transportation tools from the first transportation tool set and the second transportation tool set to obtain a common transportation tool set;

[0094] S106, based on the preset transportation cost unit price table, quote the transportation tools in the common transportation tool set according to the cargo and transportation requirement information, and obtain the transportation tools and corresponding quotes;

[0095] S107, sending the means of transport and the corresponding quotation to the preset consignor terminal for display.

[0096] According to an embodiment of the present invention, a cargo owner inputs cargo and transportation requirement information into a preset freight quotation program, wherein when inputting cargo and transportation requirement information, the preset cargo quotation program will display guiding cargo characteristics and keywords in the transportation requirements to improve the convenience and recognizability of inputting cargo and transportation requirement information; the cargo characteristics include the size, weight, state, etc. of the cargo, and the state includes solid, liquid and gas; the keywords in the transportation requirement information include the starting point of transportation, temperature control during transportation, humidity control, etc., the preset transportation cost unit price table includes the route basic cost values ​​and route cost increase coefficients of all transportation tools in different routes, the weight basic cost values ​​and weight cost increase coefficients of all transportation tools transporting cargo, and also includes the first additional cost weight coefficient and the second additional cost weight coefficient corresponding to different cargo characteristics, and the preset transportation cost unit price table can be adjusted by technical personnel in this field according to market demand, such as fine-tuning the route cost increase coefficient according to fluctuations in market oil prices.

[0097] According to an embodiment of the present invention, the step of matching the keywords in the transportation requirements with the preset keywords to obtain the first transportation tool set specifically includes:

[0098] Extract any keyword in the transportation requirements and the preset keyword for comparative analysis to obtain a first similarity value;

[0099] If there is a first similarity value greater than or equal to a preset first similarity threshold, extracting a preset keyword corresponding to the first similarity value;

[0100] According to the preset keyword corresponding to the first similarity value, a preset transportation tool and keyword association table is searched to obtain transportation tools associated with the preset keyword corresponding to the first similarity value, and form a first initial transportation tool set;

[0101] Sequentially extract other keywords in the transportation requirements and the preset keywords for comparative analysis to obtain a second similarity value;

[0102] If there is a second similarity value greater than or equal to the preset first similarity threshold, extracting the preset keyword corresponding to the second similarity value;

[0103] According to the preset keyword corresponding to the second similarity value, a preset transportation tool and keyword association table is searched to obtain a transportation tool associated with the preset keyword corresponding to the second similarity value;

[0104] If the transportation tool associated with the preset keyword corresponding to the second similarity value is the same as the transportation tool in the first initial transportation tool set, the corresponding identical transportation tools are saved;

[0105] After traversing other keywords in all transportation requirements, the first initial transportation means set is set as the first transportation means set.

[0106] It should be noted that the preset means of transport and keyword association table stores all means of transport with transportation capabilities, and each means of transport is associated with one or more preset keywords, and each preset keyword can be associated with multiple means of transport. For example, if the preset key keyword corresponding to the first similarity value has three associated means of transport a, b and c in the preset means of transport and keyword association table, the corresponding three associated means of transport are extracted, and the corresponding three means of transport are combined into a first initial means of transport set {a, b, c}; if the preset keyword corresponding to the second similarity value has two associated means of transport a and b in the preset means of transport and keyword association table, the means of transport c in the first initial means of transport set is deleted to obtain the revised first initial means of transport set {a, b}; if there are no other keywords, the first initial means of transport set {a, b} is set as the first means of transport set.

[0107] According to an embodiment of the present invention, it also includes:

[0108] When the similarity values ​​between any keyword in the transportation requirements and all preset keywords are less than a preset first similarity threshold, the corresponding keyword is identified to obtain an identified keyword;

[0109] Classify the identification keywords to obtain corresponding identification keyword types;

[0110] According to the identification keyword type, extracting preset keywords in the identification keyword type;

[0111] The preset keywords in the identification keyword type are sent to the preset consignor terminal for display, and the identification keywords are sent to the preset management terminal for display.

[0112] It should be noted that when the similarity values ​​between any keyword in the transportation requirements and all the preset keywords are less than the preset first similarity threshold, it means that the consignor may not have entered the transportation requirements in the prescribed format or the identification keyword is not stored in the preset keyword library. Therefore, by feeding back the identification keywords to the preset management end for review, and sending the preset keywords in the identification keyword type to the preset consignor end for inspection, the consignor end and the preset management end can check to improve work efficiency.

[0113] According to an embodiment of the present invention, the step of matching the characteristic value of the cargo with the characteristic value range of the preset transportation means to obtain the second transportation means set includes:

[0114] A cargo characteristic value is randomly extracted as a reference characteristic value, and it is determined whether the corresponding reference characteristic value is within the corresponding specified characteristic value range of the preset transportation tool. If so, the corresponding transportation tool is extracted to form a second initial transportation tool set;

[0115] Extracting characteristic values ​​of other goods in sequence, determining whether the characteristic values ​​of other goods are within the corresponding specified characteristic value range of the transportation means in the second initial transportation means set, if so, retaining the corresponding transportation means; if not, deleting the corresponding transportation means from the second initial transportation means set;

[0116] After traversing all other cargo feature values, the second initial transport means set is set as the second transport means set.

[0117] It should be noted that different means of transport have different specifications, such as freight weight, freight size, etc. The benchmark characteristic value may be in the corresponding specified characteristic value range of multiple preset means of transport at the same time. For example, if there are five preset means of transport that meet the freight weight characteristic value, then it will continue to be determined whether these five preset means of transport meet other cargo characteristic values. If not, the preset means of transport that do not meet the requirements will be deleted.

[0118] According to an embodiment of the present invention, it also includes:

[0119] When the characteristic value of the cargo is not within the corresponding specified characteristic value range of all preset transport means or all transport means in the second initial transport means set are deleted, a warning message is triggered;

[0120] Based on the warning information, determine whether the current goods can be split. If yes, split the corresponding goods to obtain multiple goods components, and extract the characteristics of the goods components and the corresponding component characteristic values; if no, send the warning information to the preset management terminal for prompting;

[0121] Randomly extract a component characteristic value as a reference component characteristic value, determine whether the corresponding reference component characteristic value is within the corresponding specified characteristic value range of the preset transportation tool, and if so, extract the corresponding transportation tool to form a second initial transportation tool subset;

[0122] Extracting characteristic values ​​of other components respectively, determining whether the characteristic values ​​of other components are within the corresponding specified characteristic value range of any transportation tool in the second initial transportation tool subset, and if so, setting the corresponding characteristic of other components and the characteristic of the reference component as coexisting characteristics; if not, setting the corresponding characteristic of other components and the characteristic of the reference component as repelling characteristics;

[0123] After traversing all other component features, all the mutually exclusive features are divided into two different component feature subsets;

[0124] According to other component features in the component feature subset to which the reference component feature belongs, corresponding other component feature values ​​are extracted;

[0125] Determine whether the characteristic value of the corresponding other component is within the corresponding specified characteristic value range of any transportation tool in the second initial transportation tool subset, if so, retain the corresponding transportation tool; if not, delete the corresponding transportation tool;

[0126] After traversing two different component feature subsets, two second initial transportation tool subsets are obtained;

[0127] A transport tool is randomly selected from two different second initial transport tool subsets respectively for combination to obtain a second transport tool set.

[0128] It should be noted that when the cargo characteristic value is not within the corresponding prescribed characteristic value range of all preset transport tools or all transport tools in the second initial transport tool set are deleted, it means that the preset transport tool does not meet the transportation of the current cargo, and thus triggers a warning message, and the corresponding warning message is sent to the cargo owner to determine whether the corresponding cargo can be split. If so, the corresponding cargo is split through the cargo owner, and the cargo components are described, and the characteristics of the cargo components and the corresponding component characteristic values ​​are provided; if not, the warning message and the corresponding cargo information are sent to the preset management end for re-verification to improve accuracy; any two component features are compared and analyzed to determine whether the corresponding two component features are coexisting features or repulsive features, and then the component features are divided into two different component feature subsets, in which only coexisting features exist in each component feature subset. storage features; further, if the two component feature subsets cannot divide the component features, a prompt message is triggered, and the prompt message is sent to the preset management terminal for display; further, if the two component feature subsets cannot divide the component features, the corresponding component features are divided into three component feature sets, and so on, until all exclusive features are divided into different component feature sets, each component feature set corresponds to a second initial transportation tool subset, if the component features are divided into two component feature sets, then a transportation tool is randomly extracted from two different second initial transportation tool subsets for combination to obtain a second transportation tool set; if the component features are divided into three component feature sets, then any transportation tools in the three second initial transportation tool subsets are combined to obtain a second transportation tool set; and so on.

[0129] Furthermore, when the second transport tool set is a combination transport tool, if any transport tool in the combination transport tool is the same as a transport tool in the first transport tool set, the corresponding combination tool will be set as a common transport tool in the common transport tool set, and the combination tools will be quoted separately, and then the total quotation will be calculated.

[0130] According to an embodiment of the present invention, the step of quoting the transport means in the common transport means set based on the preset transport cost unit price table according to the cargo and transport requirement information to obtain the transport means and the corresponding quotation specifically includes:

[0131] Extract the starting position in the transportation requirement information;

[0132] Based on the preset map software, the transportation route of the corresponding transportation tool is obtained according to the transportation tools and starting positions in the common transportation tool set;

[0133] Extract the transport route length value of the corresponding transport tool;

[0134] When the transportation route length value of the corresponding transportation tool is less than or equal to the preset first length threshold, the preset route basic fee value is set as the route fee value;

[0135] When the transportation route length value of the corresponding transportation tool is greater than the preset first length threshold, the transportation route length value of the corresponding transportation tool is subtracted from the preset first length threshold to obtain the transportation route length difference;

[0136] The route cost value is obtained by multiplying the difference in the length of the transport route by the preset route cost increase coefficient of the corresponding transport tool and adding the preset route basic cost value;

[0137] Extract the weight value of the goods;

[0138] When the weight value of the goods is less than or equal to the preset weight threshold, the preset weight-based fee value is set as the weight fee value;

[0139] When the weight of the goods is greater than the preset weight threshold, the preset weight threshold is subtracted from the corresponding weight of the goods to obtain the weight difference;

[0140] Multiply the weight difference by the preset weight fee increase coefficient, and add the preset weight base fee value to get the weight fee value;

[0141] The route cost value and weight cost value are added together, and then multiplied by the preset profit coefficient to obtain the quotation for the corresponding means of transport.

[0142] It should be noted that the basic cost value for transporting the goods is calculated by using the route length value and the goods weight value, and then multiplied by the preset profit coefficient to obtain the quotation for the corresponding means of transport. By reasonably setting the preset profit coefficient, price exaggeration can be reduced. When a means of transport has multiple transport routes, quotations are made for multiple transport routes, and the completion time is evaluated by the transport speed of the corresponding means of transport. The evaluated completion time and quotations for different routes are fed back to the cargo owner.

[0143] According to an embodiment of the present invention, it also includes:

[0144] When the cargo characteristic value is greater than the preset first characteristic value range of the corresponding characteristic of the means of transport, the cargo characteristic value is subtracted from the maximum value in the preset first characteristic value range to obtain a first cargo characteristic difference value;

[0145] Multiply the first cargo characteristic difference by the first additional fee weight coefficient of the corresponding characteristic to obtain the additional fee value of the corresponding cargo characteristic;

[0146] When the cargo characteristic value is less than the preset first characteristic value range of the corresponding characteristic of the means of transport, the cargo characteristic value is subtracted from the minimum value in the preset first characteristic value range to obtain a second cargo characteristic difference value;

[0147] Multiply the second cargo characteristic difference by the second additional fee weight coefficient of the corresponding characteristic to obtain the additional fee value of the corresponding cargo characteristic;

[0148] The additional cost values ​​of all cargo characteristics are accumulated to obtain the additional cost value of the corresponding cargo;

[0149] The additional cost value of the goods and the quotation of the corresponding means of transport are accumulated to obtain the revised quotation value of the corresponding means of transport.

[0150] It should be noted that the preset first characteristic value range is within the corresponding prescribed characteristic value range of the corresponding preset means of transport. For example, if the prescribed temperature characteristic value of a preset means of transport is between -10 and 30 degrees, the maximum value of the preset first characteristic value range shall not exceed 30 degrees, and the minimum value shall not be lower than -10 degrees. For example, when the temperature of the corresponding preset means of transport reaches below -3 degrees, the cost increases significantly, then the corresponding -3 degrees to -10 degrees can be set as the preset first characteristic value range. When the temperature characteristic value of the goods is -5 degrees, it means that an additional charge is required for the goods, that is, the additional fee value of the temperature characteristic.

[0151] According to an embodiment of the present invention, it also includes:

[0152] When there are multiple shipping points and one receiving point;

[0153] Get the location of the transport tool, set the location of the transport tool as the initial point, the receiving point as the end point, the shipping point as the middle point and sort them randomly to get multiple sorting schemes;

[0154] Based on the sorting scheme, the initial point, the intermediate point and the end point are connected one by one to obtain the initial transportation route, and the length value of the initial transportation route is calculated;

[0155] Extracting the minimum value among the initial transportation route length values ​​to obtain the minimum initial transportation route length value, and setting the minimum initial transportation route as the transportation route of the corresponding transportation tool;

[0156] The corresponding minimum transport route length value is set as the transport route length value of the corresponding transport tool.

[0157] According to an embodiment of the present invention, it also includes:

[0158] When there is one shipping point and multiple receiving points;

[0159] Obtain the location of the transport tool, and set the location of the transport tool as the first connection point, set the delivery point as the second connection point, randomly extract the delivery point and sort it immediately after the second connection point, and obtain multiple sorting schemes;

[0160] Based on the sorting scheme, the connection points are connected one by one to obtain the initial transportation route, and the length value of the initial transportation route is calculated;

[0161] Extracting the minimum value among the initial transportation route length values ​​to obtain the minimum initial transportation route length value, and setting the minimum initial transportation route as the transportation route of the corresponding transportation tool;

[0162] The corresponding minimum transport route length value is set as the transport route length value of the corresponding transport tool.

[0163] Figure 2 A block diagram of an Internet matching freight quotation system of the present invention is shown.

[0164] like Figure 2 As shown, the second aspect of the present invention provides an Internet matching freight quotation system 2, including a memory 21 and a processor 22, wherein the memory stores an Internet matching freight quotation method program, and when the Internet matching freight quotation method program is executed by the processor, the following steps are implemented:

[0165] Obtain information about goods and transportation requirements;

[0166] Extracting keywords from the transportation requirements, and matching the keywords from the transportation requirements with preset keywords to obtain a first transportation tool set;

[0167] Extract cargo features and corresponding cargo feature values ​​from cargo information;

[0168] Matching the characteristic value of the cargo with the characteristic value range of the preset transportation means to obtain a second transportation means set;

[0169] Extracting common transportation tools from the first transportation tool set and the second transportation tool set to obtain a common transportation tool set;

[0170] Based on the preset transportation cost unit price table, quote the transportation tools in the common transportation tool set according to the goods and transportation requirements information, and obtain the transportation tools and corresponding quotes;

[0171] The transport means and the corresponding quotation are sent to the preset shipper for display.

[0172] In this solution, the step of matching the keywords in the transportation requirements with the preset keywords to obtain the first transportation tool set specifically includes:

[0173] Extract any keyword in the transportation requirements and the preset keyword for comparative analysis to obtain a first similarity value;

[0174] If there is a first similarity value greater than or equal to a preset first similarity threshold, extracting a preset keyword corresponding to the first similarity value;

[0175] According to the preset keyword corresponding to the first similarity value, a preset transportation tool and keyword association table is searched to obtain transportation tools associated with the preset keyword corresponding to the first similarity value, and form a first initial transportation tool set;

[0176] Sequentially extract other keywords in the transportation requirements and the preset keywords for comparative analysis to obtain a second similarity value;

[0177] If there is a second similarity value greater than or equal to the preset first similarity threshold, extracting the preset keyword corresponding to the second similarity value;

[0178] According to the preset keyword corresponding to the second similarity value, a preset transportation tool and keyword association table is searched to obtain a transportation tool associated with the preset keyword corresponding to the second similarity value;

[0179] If the transportation tool associated with the preset keyword corresponding to the second similarity value is the same as the transportation tool in the first initial transportation tool set, the corresponding identical transportation tools are saved;

[0180] After traversing other keywords in all transportation requirements, the first initial transportation means set is set as the first transportation means set.

[0181] This plan also includes:

[0182] When the similarity values ​​between any keyword in the transportation requirements and all preset keywords are less than a preset first similarity threshold, the corresponding keyword is identified to obtain an identified keyword;

[0183] Classify the identification keywords to obtain corresponding identification keyword types;

[0184] According to the identification keyword type, extracting preset keywords in the identification keyword type;

[0185] The preset keywords in the identification keyword type are sent to the preset consignor terminal for display, and the identification keywords are sent to the preset management terminal for display.

[0186] The invention discloses an Internet matching freight quotation method and system, which improves the logistics transportation efficiency through Internet matching freight quotation.

[0187] In the several embodiments provided in the present application, it should be understood that the disclosed devices and methods can be implemented in other ways. The device embodiments described above are only schematic. For example, the division of the units is only a logical function division. There may be other division methods in actual implementation, such as: multiple units or components can be combined, or can be integrated into another system, or some features can be ignored or not executed. In addition, the coupling, direct coupling, or communication connection between the components shown or discussed can be through some interfaces, and the indirect coupling or communication connection of the devices or units can be electrical, mechanical or other forms.

[0188] The units described above as separate components may or may not be physically separated, and the components displayed as units may or may not be physical units; they may be located in one place or distributed on multiple network units; some or all of the units may be selected according to actual needs to achieve the purpose of the present embodiment.

[0189] In addition, all functional units in the embodiments of the present invention may be integrated into one processing unit, or each unit may be separately used as a unit, or two or more units may be integrated into one unit; the above-mentioned integrated units may be implemented in the form of hardware or in the form of hardware plus software functional units.

[0190] A person of ordinary skill in the art can understand that: all or part of the steps of implementing the above method embodiments can be completed by hardware related to program instructions, and the aforementioned program can be stored in a computer-readable storage medium. When the program is executed, it executes the steps of the above method embodiments; and the aforementioned storage medium includes: mobile storage devices, read-only memories (ROM, Read-Only Memory), random access memories (RAM, Random Access Memory), magnetic disks or optical disks, and other media that can store program codes.

[0191] Alternatively, if the above-mentioned integrated unit of the present invention is implemented in the form of a software function module and sold or used as an independent product, it can also be stored in a computer-readable storage medium. Based on this understanding, the technical solution of the embodiment of the present invention can be essentially or partly reflected in the form of a software product that contributes to the prior art. The computer software product is stored in a storage medium and includes several instructions for a computer device (which can be a personal computer, a server, or a network device, etc.) to execute all or part of the methods described in each embodiment of the present invention. The aforementioned storage medium includes: various media that can store program codes, such as mobile storage devices, ROM, RAM, magnetic disks or optical disks.

Claims

1. An Internet matching freight quotation method, characterized in that: include: Obtain information about goods and transportation requirements; Extracting keywords from the transportation requirements, and matching the keywords from the transportation requirements with preset keywords to obtain a first transportation tool set; Extract cargo features and corresponding cargo feature values ​​from cargo information; Matching the characteristic value of the cargo with the characteristic value range of the preset transportation means to obtain a second transportation means set; Extracting common transportation tools from the first transportation tool set and the second transportation tool set to obtain a common transportation tool set; Based on the preset transportation cost unit price table, quote the transportation tools in the common transportation tool set according to the goods and transportation requirements information, and obtain the transportation tools and corresponding quotes; The transport means and the corresponding quotation are sent to the preset shipper for display.

2. The Internet matching freight quotation method according to claim 1, characterized in that: The step of matching the keywords in the transportation requirements with the preset keywords to obtain the first transportation tool set specifically includes: Extract any keyword in the transportation requirements and the preset keyword for comparative analysis to obtain a first similarity value; If there is a first similarity value greater than or equal to a preset first similarity threshold, extracting a preset keyword corresponding to the first similarity value; According to the preset keyword corresponding to the first similarity value, a preset transportation tool and keyword association table is searched to obtain transportation tools associated with the preset keyword corresponding to the first similarity value, and form a first initial transportation tool set; Sequentially extract other keywords in the transportation requirements and the preset keywords for comparative analysis to obtain a second similarity value; If there is a second similarity value greater than or equal to the preset first similarity threshold, extracting the preset keyword corresponding to the second similarity value; According to the preset keyword corresponding to the second similarity value, a preset transportation tool and keyword association table is searched to obtain a transportation tool associated with the preset keyword corresponding to the second similarity value; If the transportation tool associated with the preset keyword corresponding to the second similarity value is the same as the transportation tool in the first initial transportation tool set, the corresponding identical transportation tools are saved; After traversing other keywords in all transportation requirements, the first initial transportation means set is set as the first transportation means set.

3. The Internet matching freight quotation method according to claim 2, characterized in that: Also includes: When the similarity values ​​between any keyword in the transportation requirements and all preset keywords are less than a preset first similarity threshold, the corresponding keyword is identified to obtain an identified keyword; Classify the identification keywords to obtain corresponding identification keyword types; According to the identification keyword type, extracting preset keywords in the identification keyword type; The preset keywords in the identification keyword type are sent to the preset consignor terminal for display, and the identification keywords are sent to the preset management terminal for display.

4. The Internet matching freight quotation method according to claim 1, characterized in that: The step of matching the cargo characteristic value with the characteristic value range of the preset transportation means to obtain the second transportation means set includes: A cargo characteristic value is randomly extracted as a reference characteristic value, and it is determined whether the corresponding reference characteristic value is within the corresponding specified characteristic value range of the preset transportation tool. If so, the corresponding transportation tool is extracted to form a second initial transportation tool set; Extracting characteristic values ​​of other goods in sequence, determining whether the characteristic values ​​of other goods are within the corresponding specified characteristic value range of the transportation means in the second initial transportation means set, if so, retaining the corresponding transportation means; if not, deleting the corresponding transportation means from the second initial transportation means set; After traversing all other cargo feature values, the second initial transport means set is set as the second transport means set.

5. The Internet matching freight quotation method according to claim 4, characterized in that: Also includes: When the characteristic value of the cargo is not within the corresponding specified characteristic value range of all preset transport means or all transport means in the second initial transport means set are deleted, a warning message is triggered; Based on the warning information, determine whether the current goods can be split. If so, split the corresponding goods to obtain multiple goods components, and extract the characteristics of the goods components and the corresponding component feature values; If not, a warning message is sent to the preset management terminal for prompting; Randomly extract a component characteristic value as a reference component characteristic value, determine whether the corresponding reference component characteristic value is within the corresponding specified characteristic value range of the preset transportation tool, and if so, extract the corresponding transportation tool to form a second initial transportation tool subset; Extracting characteristic values ​​of other components respectively, determining whether the characteristic values ​​of other components are within the corresponding specified characteristic value range of any transportation tool in the second initial transportation tool subset, and if so, setting the corresponding characteristic of other components and the characteristic of the reference component as coexisting characteristics; if not, setting the corresponding characteristic of other components and the characteristic of the reference component as repelling characteristics; After traversing all other component features, all the mutually exclusive features are divided into two different component feature subsets; According to other component features in the component feature subset to which the reference component feature belongs, corresponding other component feature values ​​are extracted; Determine whether the characteristic value of the corresponding other component is within the corresponding specified characteristic value range of any transportation tool in the second initial transportation tool subset, if so, retain the corresponding transportation tool; if not, delete the corresponding transportation tool; After traversing two different component feature subsets, two second initial transportation tool subsets are obtained; A transport tool is randomly selected from two different second initial transport tool subsets respectively for combination to obtain a second transport tool set.

6. The Internet matching freight quotation method according to claim 1, characterized in that: The step of quoting the transport means in the common transport means set based on the preset transport cost unit price table according to the cargo and transport requirement information to obtain the transport means and the corresponding quotation specifically includes: Extract the starting position in the transportation requirement information; Based on the preset map software, the transportation route of the corresponding transportation tool is obtained according to the transportation tools and starting positions in the common transportation tool set; Extract the transport route length value of the corresponding transport tool; When the transportation route length value of the corresponding transportation tool is less than or equal to the preset first length threshold, the preset route basic fee value is set as the route fee value; When the transportation route length value of the corresponding transportation tool is greater than the preset first length threshold, the transportation route length value of the corresponding transportation tool is subtracted from the preset first length threshold to obtain the transportation route length difference; The route cost value is obtained by multiplying the difference in the length of the transport route by the preset route cost increase coefficient of the corresponding transport tool and adding the preset route basic cost value; Extract the weight value of the goods; When the weight value of the goods is less than or equal to the preset weight threshold, the preset weight-based fee value is set as the weight fee value; When the weight of the goods is greater than the preset weight threshold, the preset weight threshold is subtracted from the corresponding weight of the goods to obtain the weight difference; Multiply the weight difference by the preset weight fee increase coefficient, and add the preset weight base fee value to get the weight fee value; The route cost value and weight cost value are added together, and then multiplied by the preset profit coefficient to obtain the quotation for the corresponding means of transport.

7. The Internet matching freight quotation method according to claim 6, characterized in that: Also includes: When the cargo characteristic value is greater than the preset first characteristic value range of the corresponding characteristic of the means of transport, the cargo characteristic value is subtracted from the maximum value in the preset first characteristic value range to obtain a first cargo characteristic difference value; Multiply the first cargo characteristic difference by the first additional fee weight coefficient of the corresponding characteristic to obtain the additional fee value of the corresponding cargo characteristic; When the cargo characteristic value is less than the preset first characteristic value range of the corresponding characteristic of the means of transport, the cargo characteristic value is subtracted from the minimum value in the preset first characteristic value range to obtain a second cargo characteristic difference value; Multiply the second cargo characteristic difference by the second additional fee weight coefficient of the corresponding characteristic to obtain the additional fee value of the corresponding cargo characteristic; The additional cost values ​​of all cargo characteristics are accumulated to obtain the additional cost value of the corresponding cargo; The additional cost value of the goods and the quotation of the corresponding means of transport are accumulated to obtain the revised quotation value of the corresponding means of transport.

8. An Internet matching freight quotation system, characterized in that: The invention comprises a memory and a processor, wherein the memory stores an Internet matching freight quotation method program, and when the Internet matching freight quotation method program is executed by the processor, the following steps are implemented: Obtain information about goods and transportation requirements; Extracting keywords from the transportation requirements, and matching the keywords from the transportation requirements with preset keywords to obtain a first transportation tool set; Extract cargo features and corresponding cargo feature values ​​from cargo information; Matching the characteristic value of the cargo with the characteristic value range of the preset transportation means to obtain a second transportation means set; Extracting common transportation tools from the first transportation tool set and the second transportation tool set to obtain a common transportation tool set; Based on the preset transportation cost unit price table, quote the transportation tools in the common transportation tool set according to the goods and transportation requirements information, and obtain the transportation tools and corresponding quotes; The transport means and the corresponding quotation are sent to the preset shipper for display.

9. The Internet matching freight quotation system according to claim 8, characterized in that: The step of matching the keywords in the transportation requirements with the preset keywords to obtain the first transportation tool set specifically includes: Extract any keyword in the transportation requirements and the preset keyword for comparative analysis to obtain a first similarity value; If there is a first similarity value greater than or equal to a preset first similarity threshold, extracting a preset keyword corresponding to the first similarity value; According to the preset keyword corresponding to the first similarity value, a preset transportation tool and keyword association table is searched to obtain transportation tools associated with the preset keyword corresponding to the first similarity value, and form a first initial transportation tool set; Sequentially extract other keywords in the transportation requirements and the preset keywords for comparative analysis to obtain a second similarity value; If there is a second similarity value greater than or equal to the preset first similarity threshold, extracting the preset keyword corresponding to the second similarity value; According to the preset keyword corresponding to the second similarity value, a preset transportation tool and keyword association table is searched to obtain a transportation tool associated with the preset keyword corresponding to the second similarity value; If the transportation tool associated with the preset keyword corresponding to the second similarity value is the same as the transportation tool in the first initial transportation tool set, the corresponding identical transportation tools are saved; After traversing other keywords in all transportation requirements, the first initial transportation means set is set as the first transportation means set.

10. The Internet matching freight quotation system according to claim 9, characterized in that: Also includes: When the similarity values ​​between any keyword in the transportation requirements and all preset keywords are less than a preset first similarity threshold, the corresponding keyword is identified to obtain an identified keyword; Classify the identification keywords to obtain corresponding identification keyword types; According to the identification keyword type, extracting preset keywords in the identification keyword type; The preset keywords in the identification keyword type are sent to the preset consignor terminal for display, and the identification keywords are sent to the preset management terminal for display.

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