CN112182374B - Inventory control method, apparatus, electronic device, and computer-readable medium - Google Patents
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Abstract
Embodiments of the present disclosure disclose inventory control methods, apparatuses, electronic devices, and computer-readable media. One embodiment of the method comprises the following steps: acquiring a historical payment information set and a historical value transfer mean value of a user; determining a payment value set and a payment reduction value set based on the historical value transfer mean and the historical payment information set; combining each payment value in the payment value set with the payment subtraction value in the payment subtraction value set to obtain a payment information set; determining a set of payment score values based on the set of historical payment information and the set of payment information; and determining the payment information to be pushed based on the payment information set and the payment grading value set. According to the embodiment, targeted information is pushed, the circulation rate of the articles is improved, inventory accumulation is reduced, and the utilization efficiency of the storage space is improved.
Description
Technical Field
Embodiments of the present disclosure relate to the field of computer technology, and in particular, to an inventory control method, apparatus, electronic device, and computer readable medium.
Background
Inventory control is a technique for controlling the inventory of an item within a proper range by a certain technical means. The common inventory control is to push the information of the articles to be controlled to the user directly so as to improve the circulation rate of the articles, reduce the inventory accumulation and improve the utilization efficiency of the storage space.
However, when inventory control is performed in the above manner, there are often the following technical problems:
firstly, the user is difficult to execute value transfer operation, so that the circulation rate of the articles is difficult to improve, and the stock backlog of the articles and the waste of storage space resources are caused;
the second technical problem is that the inventory party cannot fully consider the requirements of the inventory party, so that the inventory party can relieve the problem of stock backlog of the articles at great cost when performing inventory control;
the third technical problem is that the user's appeal is not fully considered, so that the user is difficult to execute value transfer operation, and the network traffic of the stock side platform is difficult to improve.
Disclosure of Invention
The disclosure is in part intended to introduce concepts in a simplified form that are further described below in the detailed description. The disclosure is not intended to identify key features or essential features of the claimed subject matter, nor is it intended to be used to limit the scope of the claimed subject matter.
Some embodiments of the present disclosure propose inventory control methods, apparatus, electronic devices, and computer readable media to solve the technical problems mentioned in the background section above.
In a first aspect, some embodiments of the present disclosure provide a method of inventory control, the method comprising: and in response to determining that the inventory quantity meets the predetermined condition, acquiring a historical payment information set and a historical value transfer mean of the user. And determining a payment value set and a payment reduction value set based on the historical value transfer mean and the historical payment information set. And combining each payment value in the payment value set with the payment subtraction value in the payment subtraction value set to obtain a payment information set. And determining a payment score value set based on the historical payment information set and the payment information set. And determining the payment information to be pushed based on the payment information set and the payment grading value set.
In some embodiments, the determining a payment rate corresponding to each of the historical payment information in the set of historical payment information includes:
determining a payment rate corresponding to the historical payment information by the following formula:
Wherein R represents a payment rate corresponding to the historical payment information, D represents a payment subtraction value included in the historical payment information, T represents a payment numerical value included in the historical payment information, and the value of T is larger than D.
In some embodiments, the determining, based on the historical payment information set and the payment rate set, a payment score value corresponding to each payment information in the payment information set includes:
determining a payment score value corresponding to the payment information by the following formula:
wherein P represents a payment score value corresponding to the payment information, i represents a serial number, n represents the number of the historical payment information in the historical payment information set, T represents a historical payment value included in the historical payment information set, D represents a historical payment cancellation value included in the historical payment information set, R represents a payment rate in the payment rate set, S represents a historical payment tag value included in the historical payment information set, T i Representing a historical payment value, D, included in the ith historical payment information in the historical payment information set i Representing a historical payment subtraction value, R, included in an ith historical payment information in the set of historical payment information i Representing the ith payment rate in the payment rate set, S i Representing a historical payment tag value included in an ith historical payment information in the historical payment information set, D 'representing a payment subtraction value included in the payment information, and T' representing a payment value included in the payment information.
In a second aspect, some embodiments of the present disclosure provide an inventory control device, the device comprising: and an acquisition unit configured to acquire a historical payment information set of the user and a historical value transfer mean value in response to determining that the inventory quantity meets a predetermined condition. And a first determining unit configured to determine a payment value set and a payment reduction value set based on the historical value transfer average and the historical payment information set. And a combination unit configured to combine each of the payment values in the payment value set with the payment subtraction value in the payment subtraction value set to obtain a payment information set. And a second determining unit configured to determine a set of payment score values based on the set of historical payment information and the set of payment information. And a third determining unit configured to determine payment information to be pushed based on the payment information set and the payment score value set.
In a third aspect, some embodiments of the present disclosure provide an electronic device comprising: one or more processors; a storage device having one or more programs stored thereon, which when executed by one or more processors, cause the one or more processors to implement the method as described in the first aspect.
In a fourth aspect, some embodiments of the present disclosure provide a computer readable medium having a computer program stored thereon, wherein the program when executed by a processor implements the method as described in the first aspect.
The above embodiments of the present disclosure have the following advantageous effects: first, in response to determining that the inventory quantity meets a predetermined condition, a set of historical payment information for the user and a historical value transfer mean are obtained. Therefore, by acquiring the historical payment related information of the user, the payment habit and the value transfer behavior of the user can be described better. Then, a payment value set and a payment reduction value set are determined based on the historical value transfer means and the historical payment information set. And then, combining each payment value in the payment value set with the payment subtraction value in the payment subtraction value set to obtain a payment information set. Therefore, the historical payment information set and the historical value transfer mean value of the user are utilized to determine the payment information set, so that the generated payment information is more in line with the historical payment habit and the value transfer behavior of the user. Then, a set of payment score values is determined based on the set of historical payment information and the set of payment information. Thus, the importance of each payment information in the set of payment information is quantitatively described. And finally, determining the payment information to be pushed based on the payment information set and the payment score value set. Therefore, the finally determined payment information to be pushed is more targeted. Therefore, the problems of stock backlog of the articles and waste of storage space resources caused by difficulty in prompting a user to execute value transfer operation and further difficulty in improving the circulation rate of the articles are solved.
Drawings
The above and other features, advantages, and aspects of embodiments of the present disclosure will become more apparent by reference to the following detailed description when taken in conjunction with the accompanying drawings. The same or similar reference numbers will be used throughout the drawings to refer to the same or like elements. It should be understood that the figures are schematic and that elements and components are not necessarily drawn to scale.
FIG. 1 is a schematic illustration of one application scenario of an inventory control method according to some embodiments of the present disclosure;
FIG. 2 is a flow chart of some embodiments of an inventory control method according to the present disclosure;
FIG. 3 is a flow chart of other embodiments of inventory control methods according to the present disclosure;
FIG. 4 is a schematic structural view of some embodiments of an inventory control device according to the present disclosure;
fig. 5 is a schematic structural diagram of an electronic device suitable for use in implementing some embodiments of the present disclosure.
Detailed Description
Embodiments of the present disclosure will be described in more detail below with reference to the accompanying drawings. While certain embodiments of the present disclosure are shown in the drawings, it should be understood that the present disclosure may be embodied in various forms and should not be construed as limited to the embodiments set forth herein. Rather, these embodiments are provided so that this disclosure will be thorough and complete. It should be understood that the drawings and embodiments of the present disclosure are for illustration purposes only and are not intended to limit the scope of the present disclosure.
It should be noted that, for convenience of description, only the portions related to the present invention are shown in the drawings. Embodiments of the present disclosure and features of embodiments may be combined with each other without conflict.
It should be noted that the terms "first," "second," and the like in this disclosure are merely used to distinguish between different devices, modules, or units and are not used to define an order or interdependence of functions performed by the devices, modules, or units.
It should be noted that references to "one", "a plurality" and "a plurality" in this disclosure are intended to be illustrative rather than limiting, and those of ordinary skill in the art will appreciate that "one or more" is intended to be understood as "one or more" unless the context clearly indicates otherwise.
The names of messages or information interacted between the various devices in the embodiments of the present disclosure are for illustrative purposes only and are not intended to limit the scope of such messages or information.
The present disclosure will be described in detail below with reference to the accompanying drawings in conjunction with embodiments.
Fig. 1 is a schematic illustration of one application scenario of an inventory control method according to some embodiments of the present disclosure.
In the application scenario of fig. 1, first, the computing device 101 may obtain the historical payment information set 102 and the historical value transfer mean 103 of the user in response to determining that the inventory quantity meets a predetermined condition. The computing device 101 may then determine a set of payment values 104 and a set of payment reduction values 105 based on the historical value transfer means 103 and the historical payment information set 102. The computing device 101 may then combine each of the set of payment values 104 with the payment vanishing values of the set of payment vanishing values 105 to obtain a set of payment information 106. Still further, the computing device 101 may determine the set of payment score values 107 based on the set of historical payment information 102 and the set of payment information 106. Finally, the computing device 101 may determine the payment information to push 108 based on the set of payment information 106 and the set of payment scores 107.
The computing device 101 may be hardware or software. When the computing device is hardware, the computing device may be implemented as a distributed cluster formed by a plurality of servers or terminal devices, or may be implemented as a single server or a single terminal device. When the computing device is embodied as software, it may be installed in the hardware devices listed above. It may be implemented as a plurality of software and software modules, for example, to provide distributed services, or as a single software or software module. The present invention is not particularly limited herein.
It should be understood that the number of computing devices in fig. 1 is merely illustrative. There may be any number of computing devices, as desired for an implementation.
With continued reference to fig. 2, a flow 200 of some embodiments of inventory control methods according to the present disclosure is shown. The method may be performed by the computing device 101 of fig. 1. The inventory control method comprises the following steps:
in response to determining that the inventory quantity meets the predetermined condition, a historical payment information set and a historical value transfer mean of the user are obtained 201.
In some embodiments, an executing body of the inventory control method (e.g., the computing device 101 shown in fig. 1) may obtain a historical payment information set of the user and a historical value transfer mean from a server or user terminal in response to determining that the inventory quantity meets a predetermined condition. Wherein, the historical payment information may include: a historical payment value (e.g., the lowest amount of consumption corresponding to the used red package), a historical payment decrement value (e.g., the amount of the used red package), a historical payment tag value. The historical payment tag value described above may be a value that characterizes whether the user is performing a payment-related operation (e.g., using a red pack). The historical value transfer average may be an arithmetic average of the placed amounts corresponding to the respective historical orders of the user. The predetermined condition may be that the stock quantity is greater than a preset stock quantity.
As an example, the stock amount may be 2000 pieces. The predetermined stock amount may be 999 pieces. The stock quantity meets the predetermined condition. The historical payment tag value may be 0, indicating that the user is not performing a payment related operation. The historical payment tag value may be 1, indicating that the user performed a payment-related operation. The historical payment information set may be { [90, 20, 0], [100, 50, 1], [50, 10, 1], [30, 5, 0], [10, 2, 0] }. The historical value transfer mean may be 150 yuan.
Step 202, determining a payment value set and a payment reduction value set based on the historical value transfer mean and the historical payment information set.
In some embodiments, the executing entity may determine the payment value set and the payment reduction value set based on the historical value transfer mean and the historical payment information set, and may include the steps of:
and determining the historical value transfer average and the historical payment value included in each piece of historical payment information in the historical payment information set as a payment value to obtain a payment value set.
As an example, the historical value transfer mean may be 150 yuan. The historical payment value included in each of the historical payment information in the historical payment information set may be 90 yuan, 100 yuan, 50 yuan, 30 yuan, 10 yuan. The payment value set may be 150, 90, 100, 50, 30, 10.
And a second step of determining a historical payment extinction value included in each of the historical payment information in the historical payment information set as a payment extinction value to obtain a payment extinction value set.
As an example, the historical payment cancellation value included in each of the above-described sets of historical payment information may be 20-ary, 50-ary, 10-ary, 5-ary, 2-ary. The payment reduction value set may be [20, 50, 10, 5, 2 ].
Step 203, combining each payment value in the payment value set with the payment subtraction value in the payment subtraction value set to obtain a payment information set.
In some embodiments, the executing entity may combine each of the set of payment values with a payment reduction value of each of the set of payment reduction values that is not greater than one half of the payment values to obtain the set of payment information.
As an example, the payment value may be 50 yuan. The payment reduction value set may be [20, 50, 10, 5, 2 ]. One half of the payment value is 25 yuan. The payment vanishing value of not more than 25 yuan in the payment vanishing value set is 20 yuan, 10 yuan, 5 yuan and 2 yuan. Then, 50 elements are combined with 20 elements, 10 elements, 5 elements and 2 elements respectively, so that [50 elements, 20 elements ], [50 elements, 10 elements ], [50 elements, 5 elements ], [50 elements, 2 elements ] can be obtained. The payment value set may be [150, 90, 100, 50, 30, 10 ]. The payment information set may be { [90, 20 ], [90, 10 ], [90, 5 ], [90, 2 ], [100, 50 ], [100, 20 ], [100, 10 ], [100, 5 ], [100, 2 ], [50, 20 ], [50, 10 ], [50, 5 ], [50, 2 ], [20, 10 ], [20, 5 ], [20, 2 ], [10, 5 ], [10, 2 ] }.
Step 204, determining a set of payment score values based on the historical set of payment information and the set of payment information.
In some embodiments, the executing entity may determine, based on the historical payment information set and the payment information set, a payment score value corresponding to each payment information in the payment information set, to obtain a payment score value set according to the following formula:
wherein P represents a payment score value corresponding to the payment information. i represents a sequence number. n represents the number of historical payment information in the set of historical payment information. T represents a historical payment value included in the historical payment information in the above-described set of historical payment information. D represents a historical payment subtraction value included in the historical payment information in the set of historical payment information. S represents a historical payment tag value included in the historical payment information set. T (T) i And representing the historical payment value included in the ith historical payment information in the historical payment information set. D (D) i Representing a historical payment subtraction value included in the i-th historical payment information in the historical payment information set. S is S i Representing the ith historical payment in the historical payment information setThe information includes a historical payment tag value. D' represents a payment cancellation value included in the above-described payment information. T' represents a payment value included in the above-described payment information.
As an example, the above payment information may be [50 yuan, 20 yuan ]. The historical payment information set may be { [90, 20, 0], [100, 50, 1], [50, 10, 1], [30, 5, 0], [10, 2, 0] }. The payment score value corresponding to the payment information is 40.58 (the calculation process is as follows, and the calculation result retains two decimal places). The above payment information sets { [90, 20 ], [90, 10 ], [90, 5 ], [90, 2 ], [100, 50 ], [100, 20 ], [100, 10 ], [100, 5 ], [100, 2 ], [50, 20 ], [50, 10 ], [50, 5 ], [50, 2 ], [30, 10 ], [30, 5 ], [30, 2 ], [10, 5 ], [10, 2 ] } the corresponding payment score sets may be [62.01, 55.11, 51.66, 49.59, 88.05, 67.36, 60.47, 57.02, 54.95, 40.58, 33.68, 30.23, 28.17, 22.97, 19.52, 17.45,8.81,6.74].
In step 205, payment information to be pushed is determined based on the payment information set and the payment score value set.
In some embodiments, the determining, by the executing body, payment information to be pushed based on the payment information set and the payment score value set may include the following steps:
And selecting the payment information with the corresponding payment score value larger than the median of each payment score value in the payment score value set from the payment information set as the payment information to be processed, and obtaining a payment information set to be processed.
As an example, the above payment information set may be { [90, 20 ], [90, 10 ], [90, 5 ], [90, 2 ], [100, 50 ], [100, 20 ], [100, 10 ], [100, 5 ], [100, 2 ], [50, 20 ], [50, 10 ], [50, 5 ], [50, 2 ], [30, 10 ], [30, 5 ], [30, 2 ], [10, 5 ], [10, 2 ], [10, 2 ] }. The set of payment score values described above may be [62.01, 55.11, 51.66, 49.59, 88.05, 67.36, 60.47, 57.02, 54.95, 40.58, 33.68, 30.23, 28.17, 22.97, 19.52, 17.45,8.81,6.74]. The median of each of the above-described sets of payment score values may be 45.09. The payment score values greater than 45.09 in the payment score value set are 62.01, 55.11, 51.66, 49.59, 88.05, 67.36, 60.48, 57.02, 54.95. The payment information corresponding to the payment score values 62.01, 55.11, 51.66, 49.59, 88.05, 67.36, 60.47, 57.02, 54.95 is [90, 20 ], [90, 10 ], [90, 5 ], [90, 2 ], [100, 50 ], [100, 20 ], [100, 10 ], [100, 5 ], [100, 2 ]. The set of payment information to be processed may be { [90, 20 ], [90, 10 ], [90, 5 ], [90, 2 ], [100, 50 ], [100, 20 ], [100, 10 ], [100, 5 ], [100, 2 ] }.
And secondly, selecting the to-be-processed payment information meeting preset conditions from the to-be-processed payment information set as to-be-pushed payment information. The preset condition may be that a payment score value corresponding to the payment information to be processed is a minimum value in payment score values corresponding to the payment information to be processed in the payment information set to be processed.
As an example, the above-described set of payment information to be processed may be { [90, 20 ], [90, 10 ], [90, 5 ], [90, 2 ], [100, 50 ], [100, 20 ], [100, 10 ], [100, 5 ], [100, 2 ] }. The payment score value corresponding to each payment information in the payment information set to be processed can be 62.01, 55.11, 51.66, 49.59, 88.05, 67.36, 60.47, 57.02, 54.95. The minimum value of the payment score values corresponding to the respective payment information to be processed in the set of payment information to be processed is 49.59. The payment information to be processed [ 90-ary, 2-ary ] corresponding to 49.59 may be used as the payment information to be pushed.
The above embodiments of the present disclosure have the following advantageous effects: first, in response to determining that the inventory quantity meets a predetermined condition, a set of historical payment information for the user and a historical value transfer mean are obtained. Therefore, by acquiring the historical payment related information of the user, the payment habit and the value transfer behavior of the user can be described better. Then, a payment value set and a payment reduction value set are determined based on the historical value transfer means and the historical payment information set. And then, combining each payment value in the payment value set with the payment subtraction value in the payment subtraction value set to obtain a payment information set. Therefore, the payment information set is determined according to the historical payment information set and the historical value transfer mean value of the user, so that the generated payment information is more in line with the historical payment habit and the value transfer behavior of the user. Then, a set of payment score values is determined based on the set of historical payment information and the set of payment information. Thus, the importance of each payment information in the set of payment information is quantitatively described. And finally, determining the payment information to be pushed based on the payment information set and the payment score value set. Therefore, the finally determined payment information to be pushed is more targeted. Therefore, the problems of stock backlog of the articles and waste of storage space resources caused by difficulty in prompting a user to execute value transfer operation and further difficulty in improving the circulation rate of the articles are solved.
With continued reference to FIG. 3, a flow 300 of further embodiments of inventory control methods according to the present disclosure is shown. The method may be performed by the computing device 101 in fig. 1. The inventory control method comprises the following steps:
step 301, in response to determining that the inventory quantity meets a predetermined condition, acquiring a historical payment information set and a historical value transfer mean of the user.
In some embodiments, an executing body of the inventory control method (e.g., the computing device 101 shown in fig. 1) may obtain a historical payment information set of the user and a historical value transfer mean from a server or user terminal in response to determining that the inventory quantity meets a predetermined condition. Wherein, the historical payment information may include: a historical payment value (e.g., the lowest amount of consumption corresponding to the used red package), a historical payment decrement value (e.g., the amount of the used red package), a historical payment tag value. The historical payment tag value described above may be a value that characterizes whether the user is performing a payment-related operation (e.g., using a red pack). The historical value transfer average may be an arithmetic average of the placed amounts corresponding to the respective historical orders of the user. The predetermined condition may be that the stock quantity is greater than a preset stock quantity.
As an example, the stock amount may be 2000 pieces. The predetermined stock amount may be 999 pieces. The stock quantity meets the predetermined condition. The historical payment tag value may be 0, indicating that the user is not performing a payment related operation. The historical payment tag value may be 1, indicating that the user performed a payment-related operation. The historical payment information set may be { [90, 20, 0], [100, 50, 1], [50, 10, 1], [30, 5, 0], [10, 2, 0] }. The historical value transfer mean may be 50 yuan.
Step 302, determining a payment value set based on the historical value transfer mean and a preset gradient value.
In some embodiments, the executing entity may determine a difference between the historical value transfer mean and the integer multiple of the preset gradient value as the payment value, to obtain a payment value set.
As an example, the above described historical value transfer mean may be 50 yuan. The predetermined gradient value may be 10 yuan. The payment value set may be 50, 40, 30, 20, 10.
And 303, determining a historical payment extinction value included in each piece of historical payment information in the historical payment information set as a payment extinction value, and obtaining a payment extinction value set.
In some embodiments, the executing entity may determine a historical payment cancellation value included in each of the historical payment information sets as a payment cancellation value, to obtain a payment cancellation value set.
As an example, each of the set of historical payment information may include a historical payment cancellation value of 20, 50, 10, 5, 2. The payment reduction value set may be [20, 50, 10, 5, 2 ].
And step 304, combining each payment value in the payment value set with the payment subtraction value in the payment subtraction value set to obtain a payment information set.
In some embodiments, the executing body may combine the payment value with a payment reduction value of the set of payment reduction values that is less than the payment value.
As an example, the payment value may be 10 yuan. The payment reduction value set may be [20, 50, 10, 5, 2 ]. Then combining 10 elements with less than 10 elements of the above set of payment cancellation values may result in [10 elements, 5 elements ], [10 elements, 2 elements ]. The payment value set may be [50, 40, 30, 20, 10 ]. The payment information set may be { [50, 20 ], [50, 10 ], [50, 5 ], [50, 2 ], [40, 20 ], [40, 10 ], [40, 5 ], [40, 2 ], [30, 20 ], [30, 10 ], [30, 5 ], [30, 2 ], [20, 10 ], [20, 5 ], [20, 2 ], [10, 5 ], [10, 2 ] }.
Step 305, determining a payment rate corresponding to each piece of historical payment information in the historical payment information set, and obtaining a payment rate set.
In some embodiments, the executing body may determine the payment rate corresponding to each of the historical payment information in the historical payment information set in various manners, so as to obtain a payment rate set.
In some optional implementations of some embodiments, the executing entity may determine a payment rate corresponding to each of the historical payment information in the set of historical payment information by the following formula, to obtain a set of payment rates:
wherein, R represents the payment rate corresponding to the historical payment information. D represents a payment cancellation value included in the above-described historical payment information. T represents the payment value included in the historical payment information, and the value of T is larger than D.
As an example, the above-described historical payment information may be [100 yuan, 50 yuan, 1]. The payment cancellation value included in the above-described historical payment information is 50 yuan. The payment value included in the history payment information is 100 yuan. The payment rate corresponding to the historical payment information is 1 (the calculation process is as follows, and the calculation result retains two decimal places). The historical payment information set may be { [90, 20, 0], [100, 50, 1], [50, 10, 1], [30, 5, 0], [10, 2, 0] }. The payment rate set may be [0.29,1.00,0.25,0.20,0.25].
The above formula is taken as an invention point of the embodiment of the disclosure, and solves the second technical problem mentioned in the background art, namely, "failing to fully consider the demands of the stock party, so that the stock party needs to pay a huge cost to relieve the stock backlog problem of the articles when performing the stock control". Factors that lead to the need for inventory parties to pay a tremendous cost to alleviate the problem of backlog of inventory of items when inventory control is performed are often as follows: existing inventory control methods often only take the point of increasing platform network traffic when controlling inventory, and a huge cost (e.g., a huge capital cost) is required when inventory control is required to increase platform network traffic. If the above factors are solved, the aim of controlling the inventory can be achieved at a lower cost. To achieve this, the present disclosure introduces a ratio of the payment extinction value to the payment value and the difference of the payment extinction value as a payment rate, and scales the cost of the inventory controller in the inventory control process by the size of the payment rate value. The larger the payment rate value, the higher the cost to the inventory controller in the inventory control process. The higher the inventory controller's cost in inventory control, the more difficult it is to meet the inventory controller's appeal to improve revenue. Finally, the numerical value of the payment rate can be solved through the formula, and further the pushed information is restrained and controlled through the payment rate, so that the cost paid by the stock party in stock control can be reduced.
And 306, determining a payment grading value corresponding to each piece of payment information in the payment information set based on the historical payment information set and the payment rate set to obtain a payment grading value set.
In some embodiments, the executing body may determine, based on the historical payment information set and the payment rate set, a payment score value corresponding to each payment information in the payment information set in various manners, to obtain a payment score value set.
In some optional implementations of some embodiments, the executing entity may determine, based on the historical payment information set and the payment rate set, a payment score value corresponding to each payment information in the payment information set, to obtain a payment score value set by the following formula:
wherein P represents a payment score value corresponding to the payment information. i represents a sequence number. n represents the number of historical payment information in the set of historical payment information. T represents a historical payment value included in the historical payment information in the above-described set of historical payment information. D represents a historical payment subtraction value included in the historical payment information in the set of historical payment information. R represents the payment rate in the payment rate set described above. S represents a historical payment tag value included in the historical payment information set. T (T) i And representing the historical payment value included in the ith historical payment information in the historical payment information set. D (D) i Representing the above-mentioned historical paymentThe i-th historical payment information in the information set includes a historical payment cancellation value. R is R i Indicating the i-th payment rate in the payment rate set. S is S i And the historical payment label value included in the ith historical payment information in the historical payment information set is represented. D' represents a payment cancellation value included in the above-described payment information. T' represents a payment value included in the above-described payment information.
As an example, the above payment information may be [ 10-ary, 5-ary ]. The historical payment information set may be { [90, 20, 0], [100, 50, 1], [50, 10, 1], [30, 5, 0], [10, 2, 0] }. The collection of payment rates may be [0.29,1.00,0.25,0.20,0.25]. The payment score value corresponding to the payment information is 9.43 (the calculation process is as follows, and the calculation result retains two decimal places). The payment information set may be { [50, 20 ], [50, 10 ], [50, 5], [50, 2 ], [40, 20 ], [40, 10 ], [40, 5], [40, 2 ], [30, 20 ], [30, 10 ], [30, 5], [30, 2 ], [20, 10 ], [20, 5], [20, 2 ], [10, 5], [10, 10 ], [10, 2 ] }. The set of payment score values described above may be [41.52, 36.19, 35.89, 43.24, 35.85, 30.21, 29.27, 34.74, 30.18, 24.22, 22.66, 26.24, 18.24, 16.05, 17.75,9.43,9.24].
The above formula is taken as an invention point of the embodiment of the present disclosure, and solves the third technical problem mentioned in the background art, namely, "failing to fully consider the user's appeal, which results in difficulty in promoting the user to perform the value transfer operation on the stock side, and further results in difficulty in improving the network traffic of the stock side platform. Factors that cause the network traffic of the stocker platform to be difficult to increase tend to be as follows: the existing inventory control method does not consider the requirements of users, so that the dependence of the users on the inventory party is difficult to improve, and finally the network flow of the inventory party platform is difficult to improve or even reduce. If the above factors are solved, the effect of improving the network flow of the stock side platform can be achieved. In order to achieve the effect, firstly, the weight corresponding to the payment value in the payment information is determined according to the historical payment label value and the historical payment value of each historical payment information in the historical payment information set, so that the weight can reflect the influence of the historical payment value in the historical payment information of the user. And secondly, determining the weight corresponding to the payment extinction value in the payment information according to the historical payment label value and the historical payment extinction value of each historical payment information in the historical payment information set, so that the weight can reflect the influence of the historical payment extinction value in the historical payment information of the user. Therefore, in the process of determining the payment score value corresponding to the payment information, the influence of the historical payment information of the user on the final payment score value is fully considered, so that the final payment score value can reflect the appeal of the user to a certain extent. And finally, determining the weight of the rate corresponding to the payment information according to the historical payment tag value of each historical payment information in the historical payment information set and each payment rate in the payment rate set, so that the weight can reflect the influence of the historical payment information and the payment rate of the user, thereby fully considering the requirements of the user, promoting the user to execute the value transfer operation, and further improving the network flow of the stock side platform.
In step 307, the payment information to be pushed is determined based on the payment information set and the payment score value set.
In some embodiments, the determining, by the executing body, payment information to be pushed based on the payment information set and the payment score value set may include the following steps:
and selecting the payment information with the corresponding payment score value larger than the arithmetic average value of the payment score values in the payment score value set from the payment information set as the payment information to be processed, and obtaining the payment information set to be processed.
As an example, the above payment information set may be { [ 50-element, 20-element ], [ 50-element, 10-element ], [ 50-element, 5-element ], [ 50-element, 2-element ], [ 40-element, 20-element ], [ 40-element, 10-element ], [ 40-element, 5-element ], [ 40-element, 2-element ], [ 30-element, 20-element ], [ 30-element, 10-element ], [ 30-element, 5-element ], [ 30-element, 2-element ], [ 20-element, 10-element ], [ 20-element, 2-element ], [ 10-element, 5-element ] }. The set of payment score values described above may be [41.00, 33.84, 30.30, 28.19, 35.85, 28.53, 24.97, 22.84, 31.12, 23.28, 19.65, 17.50, 18.24, 14.37, 12.16,9.43,6.89]. The arithmetic average of the individual payment score values in the set of payment score values may be 27.11. Then the payment information with the corresponding payment score value greater than 23.42 can be selected from the payment information set as the payment information to be processed, so as to obtain a payment information set to be processed { [50 yuan, 20 yuan ], [50 yuan, 10 yuan ], [50 yuan, 5 yuan ], [50 yuan, 2 yuan ], [40 yuan, 20 yuan ], [40 yuan, 10 yuan ], [40 yuan, 5 yuan ], [30 yuan, 20 yuan ] }.
And secondly, selecting the to-be-processed payment information meeting preset conditions from the to-be-processed payment information set as to-be-pushed payment information. The preset condition may be that a payment score value corresponding to the payment information to be processed is a minimum value in payment score values corresponding to the payment information to be processed in the payment information set to be processed.
As an example, the above-described set of payment information to be processed may be { [ 50-ary, 20-ary ], [ 50-ary, 10-ary ], [ 50-ary, 5-ary ], [ 50-ary, 2-ary ], [ 40-ary, 20-ary ], [ 40-ary, 10-ary ], [ 40-ary, 5-ary ], [ 30-ary, 20-ary ] }. The payment scores corresponding to the respective payment information to be processed in the payment information set to be processed are 41.00, 33.84, 30.30, 28.19, 35.85, 28.53, 24.97, 31.12. The payment information to be processed corresponding to the payment score value of the payment information set to be processed is [50 yuan, 2 yuan ], and the corresponding payment score value is 28.19. The payment information to be pushed may be [50 yuan, 2 yuan ].
And 308, synthesizing the payment value and the payment reduction value included in the payment information to be pushed to obtain synthesized payment information.
In some embodiments, the executing body may synthesize the payment value included in the payment information to be pushed with the payment reduction value to obtain synthesized payment information.
As an example, after synthesizing the payment value 50 element and the payment cancellation value 2 element included in the payment information to be pushed [50 element, 2 element ] described above, the obtained synthesized payment information may be "full 50 element minus 2 element".
Step 309, pushing the composite payment information to the terminal device of the user.
In some embodiments, the executing body may push the combined payment information to the terminal device of the user through a wired connection or a wireless connection.
Step 310, performing inventory elimination related operations according to the order information received from each terminal device.
In some embodiments, the executing body may execute the inventory removal related operation according to order information received from each terminal device. Wherein the inventory removal related operation may be a shipping operation.
The above embodiments of the present disclosure have the following advantageous effects: firstly, the ratio of the payment deduction value to the payment numerical value and the difference value of the payment deduction value are introduced and used as payment rates, and the cost of the inventory controller in the inventory control process is measured through the magnitude of the payment rate numerical value. The larger the payment rate value, the higher the cost to the inventory controller in the inventory control process. The higher the inventory controller's cost in inventory control, the more difficult it is to meet the inventory controller's appeal to improve revenue. The numerical value of the payment rate can be solved through the formula, and further the pushed information is restrained and controlled through the payment rate, so that the cost paid by the stock party in stock control can be reduced. And then, determining the weight corresponding to the payment value in the payment information according to the historical payment label value and the historical payment value of each historical payment information in the historical payment information set, so that the weight can reflect the influence of the historical payment value in the historical payment information of the user. And secondly, determining the weight corresponding to the payment extinction value in the payment information according to the historical payment label value and the historical payment extinction value of each historical payment information in the historical payment information set, so that the weight can reflect the influence of the historical payment extinction value in the historical payment information of the user. Therefore, in the process of determining the payment score value corresponding to the payment information, the influence of the historical payment information of the user on the final payment score value is fully considered, so that the final payment score value can reflect the appeal of the user to a certain extent. And finally, determining the weight of the rate corresponding to the payment information according to the historical payment tag value of each historical payment information in the historical payment information set and each payment rate in the payment rate set, so that the weight can reflect the influence of the historical payment information and the payment rate of the user, thereby fully considering the requirements of the user, promoting the user to execute the value transfer operation, and further improving the network flow of the stock side platform.
With further reference to fig. 4, as an implementation of the method described above for each of the above figures, the present disclosure provides some embodiments of an inventory control device, which correspond to those described above for fig. 2, which may find particular application in a variety of electronic devices.
As shown in fig. 4, the inventory control device 400 of some embodiments includes: an acquisition unit 401, a first determination unit 402, a combination unit 403, a second determination unit 404, and a third determination unit 405. Wherein the obtaining unit 401 is configured to obtain a historical payment information set and a historical value transfer mean of the user in response to determining that the inventory quantity meets a predetermined condition. The first determining unit 402 is configured to determine a set of payment values and a set of payment reduction values based on the historical value transfer means and the historical payment information set. A combination unit 403 configured to combine each of the above-mentioned sets of payment values with a payment extinction value of the above-mentioned set of payment extinction values, resulting in a set of payment information. A second determining unit 404 configured to determine a set of payment score values based on the set of historical payment information and the set of payment information. The third determining unit 405 is configured to determine the payment information to be pushed based on the above-mentioned payment information set and the above-mentioned payment score value set.
It will be appreciated that the elements described in the apparatus 400 correspond to the various steps in the method described with reference to fig. 2. Thus, the operations, features and resulting benefits described above with respect to the method are equally applicable to the apparatus 400 and the units contained therein, and are not described in detail herein.
Referring now to FIG. 5, a schematic diagram of an electronic device (e.g., computing device 101 of FIG. 1) 500 suitable for use in implementing some embodiments of the disclosure is shown. The electronic device shown in fig. 5 is merely an example and should not impose any limitations on the functionality and scope of use of embodiments of the present disclosure.
As shown in fig. 5, the electronic device 500 may include a processing means (e.g., a central processing unit, a graphics processor, etc.) 501, which may perform various appropriate actions and processes according to a program stored in a Read Only Memory (ROM) 502 or a program loaded from a storage means 508 into a Random Access Memory (RAM) 503. In the RAM503, various programs and data required for the operation of the electronic apparatus 500 are also stored. The processing device 501, the ROM 502, and the RAM503 are connected to each other via a bus 504. An input/output (I/O) interface 505 is also connected to bus 504.
In general, the following devices may be connected to the I/O interface 505: input devices 506 including, for example, a touch screen, touchpad, keyboard, mouse, camera, microphone, accelerometer, gyroscope, etc.; an output device 507 including, for example, a Liquid Crystal Display (LCD), a speaker, a vibrator, and the like; storage 508 including, for example, magnetic tape, hard disk, etc.; and communication means 509. The communication means 509 may allow the electronic device 500 to communicate with other devices wirelessly or by wire to exchange data. While fig. 5 shows an electronic device 500 having various means, it is to be understood that not all of the illustrated means are required to be implemented or provided. More or fewer devices may be implemented or provided instead. Each block shown in fig. 5 may represent one device or a plurality of devices as needed.
In particular, according to some embodiments of the present disclosure, the processes described above with reference to flowcharts may be implemented as computer software programs. For example, some embodiments of the present disclosure include a computer program product comprising a computer program embodied on a computer readable medium, the computer program comprising program code for performing the method shown in the flow chart. In such embodiments, the computer program may be downloaded and installed from a network via the communications device 509, or from the storage device 508, or from the ROM 502. The above-described functions defined in the methods of some embodiments of the present disclosure are performed when the computer program is executed by the processing device 501.
It should be noted that, in some embodiments of the present disclosure, the computer readable medium may be a computer readable signal medium or a computer readable storage medium, or any combination of the two. The computer readable storage medium can be, for example, but not limited to, an electronic, magnetic, optical, electromagnetic, infrared, or semiconductor system, apparatus, or device, or a combination of any of the foregoing. More specific examples of the computer-readable storage medium may include, but are not limited to: an electrical connection having one or more wires, a portable computer diskette, a hard disk, a Random Access Memory (RAM), a read-only memory (ROM), an erasable programmable read-only memory (EPROM or flash memory), an optical fiber, a portable compact disc read-only memory (CD-ROM), an optical storage device, a magnetic storage device, or any suitable combination of the foregoing. In some embodiments of the present disclosure, a computer readable storage medium may be any tangible medium that can contain, or store a program for use by or in connection with an instruction execution system, apparatus, or device. In some embodiments of the present disclosure, however, the computer-readable signal medium may comprise a data signal propagated in baseband or as part of a carrier wave, with the computer-readable program code embodied therein. Such a propagated data signal may take any of a variety of forms, including, but not limited to, electro-magnetic, optical, or any suitable combination of the foregoing. A computer readable signal medium may also be any computer readable medium that is not a computer readable storage medium and that can communicate, propagate, or transport a program for use by or in connection with an instruction execution system, apparatus, or device. Program code embodied on a computer readable medium may be transmitted using any appropriate medium, including but not limited to: electrical wires, fiber optic cables, RF (radio frequency), and the like, or any suitable combination of the foregoing.
In some implementations, the clients, servers may communicate using any currently known or future developed network protocol, such as HTTP (HyperText Transfer Protocol ), and may be interconnected with any form or medium of digital data communication (e.g., a communication network). Examples of communication networks include a local area network ("LAN"), a wide area network ("WAN"), the internet (e.g., the internet), and peer-to-peer networks (e.g., ad hoc peer-to-peer networks), as well as any currently known or future developed networks.
The computer readable medium may be embodied in the apparatus; or may exist alone without being incorporated into the electronic device. The computer readable medium carries one or more programs which, when executed by the electronic device, cause the electronic device to: and in response to determining that the inventory quantity meets the predetermined condition, acquiring a historical payment information set and a historical value transfer mean of the user. And determining a payment value set and a payment reduction value set based on the historical value transfer mean and the historical payment information set. And combining each payment value in the payment value set with the payment subtraction value in the payment subtraction value set to obtain a payment information set. And determining a payment score value set based on the historical payment information set and the payment information set. And determining the payment information to be pushed based on the payment information set and the payment grading value set.
Computer program code for carrying out operations for some embodiments of the present disclosure may be written in one or more programming languages, including an object oriented programming language such as Java, smalltalk, C ++ and conventional procedural programming languages, such as the "C" programming language or similar programming languages. The program code may execute entirely on the user's computer, partly on the user's computer, as a stand-alone software package, partly on the user's computer and partly on a remote computer or entirely on the remote computer or server. In the case of a remote computer, the remote computer may be connected to the user's computer through any kind of network, including a Local Area Network (LAN) or a Wide Area Network (WAN), or may be connected to an external computer (for example, through the Internet using an Internet service provider).
The flowcharts and block diagrams in the figures illustrate the architecture, functionality, and operation of possible implementations of systems, methods and computer program products according to various embodiments of the present disclosure. In this regard, each block in the flowchart or block diagrams may represent a module, segment, or portion of code, which comprises one or more executable instructions for implementing the specified logical function(s). It should also be noted that, in some alternative implementations, the functions noted in the block may occur out of the order noted in the figures. For example, two blocks shown in succession may, in fact, be executed substantially concurrently, or the blocks may sometimes be executed in the reverse order, depending upon the functionality involved. It will also be noted that each block of the block diagrams and/or flowchart illustration, and combinations of blocks in the block diagrams and/or flowchart illustration, can be implemented by special purpose hardware-based systems which perform the specified functions or acts, or combinations of special purpose hardware and computer instructions.
The units described in some embodiments of the present disclosure may be implemented by means of software, or may be implemented by means of hardware. The described units may also be provided in a processor, for example, described as: a processor includes an acquisition unit, a first determination unit, a combining unit, a second determination unit, and a third determination unit. Wherein the names of the units do not constitute a limitation of the unit itself in some cases, for example, the acquisition unit may also be described as "a unit that acquires a set of historical payment information of the user and a historical value transfer mean value in response to determining that the stock quantity meets a predetermined condition".
The functions described above herein may be performed, at least in part, by one or more hardware logic components. For example, without limitation, exemplary types of hardware logic components that may be used include: a Field Programmable Gate Array (FPGA), an Application Specific Integrated Circuit (ASIC), an Application Specific Standard Product (ASSP), a system on a chip (SOC), a Complex Programmable Logic Device (CPLD), and the like.
The foregoing description is only of the preferred embodiments of the present disclosure and description of the principles of the technology being employed. It will be appreciated by those skilled in the art that the scope of the invention in the embodiments of the present disclosure is not limited to the specific combination of the above technical features, but encompasses other technical features formed by any combination of the above technical features or their equivalents without departing from the spirit of the invention. Such as the above-described features, are mutually substituted with (but not limited to) the features having similar functions disclosed in the embodiments of the present disclosure.
Claims (9)
1. An inventory control method, comprising:
in response to determining that the inventory quantity meets a predetermined condition, obtaining a set of historical payment information for the user and a historical value transfer mean, the historical payment information comprising: the historical value transfer average is an arithmetic average of the placed amounts corresponding to each historical order of the user;
determining a payment value set and a payment reduction value set based on the historical value transfer average and the historical payment information set, wherein the historical payment value included in each of the historical value transfer average and the historical payment information set is determined to be a payment value, a payment value set is obtained, and the historical payment reduction value included in each of the historical payment information set is determined to be a payment reduction value, so that a payment reduction value set is obtained;
combining each payment value in the payment value set with a payment subtraction value in the payment subtraction value set to obtain a payment information set;
determining a set of payment score values based on the set of historical payment information and the set of payment information;
Determining payment information to be pushed based on the payment information set and the payment score value set;
based on the historical payment information set and the payment information set, determining a payment score value corresponding to each piece of payment information in the payment information set according to the following formula to obtain a payment score value set:
wherein P represents a payment score value corresponding to the payment information, i represents a serial number, n represents the number of the historical payment information in the historical payment information set, T represents a historical payment value included in the historical payment information set, D represents a historical payment cancellation value included in the historical payment information set, S represents a historical payment tag value included in the historical payment information set, T i Representing a historical payment value, D, included in the ith historical payment information in the historical payment information set i Representing a historical payment subtraction value included in the ith historical payment information in the historical payment information set, S i Representing a historical payment tag value included in an ith historical payment information in the historical payment information set, D 'representing a payment subtraction value included in the payment information, and T' representing a payment value included in the payment information.
2. The method of claim 1, wherein the method further comprises:
synthesizing the payment value and the payment reduction value included in the payment information to be pushed to obtain synthesized payment information;
pushing the composite payment information to terminal equipment of the user;
and performing inventory elimination related operations according to order information received from each terminal device.
3. The method of claim 2, wherein the determining a set of payment values and a set of payment cut-in values based on the historical value transfer means and the historical set of payment information comprises:
determining a payment value set based on the historical value transfer mean and a preset gradient value;
and determining a historical payment extinction value included in each piece of historical payment information in the historical payment information set as a payment extinction value to obtain a payment extinction value set.
4. A method according to claim 3, wherein said combining each of the set of payment values with a payment subtraction value of the set of payment subtraction values comprises:
the payment value is combined with each payment reduction value in the set of payment reduction values that is less than the payment value.
5. The method of claim 4, wherein the determining a set of payment score values based on the set of historical payment information and the set of payment information comprises:
and determining the payment rate corresponding to each piece of historical payment information in the historical payment information set to obtain a payment rate set.
6. The method of claim 5, wherein the method further comprises:
and determining a payment grading value corresponding to each piece of payment information in the payment information set based on the historical payment information set and the payment rate set to obtain a payment grading value set.
7. An inventory control device, comprising:
an acquisition unit configured to acquire a set of historical payment information of a user and a historical value transfer mean value in response to determining that the inventory quantity meets a predetermined condition, the historical payment information including: the historical value transfer average is an arithmetic average of the placed amounts corresponding to each historical order of the user;
a first determining unit configured to determine a payment value set and a payment reduction value set based on the historical value transfer average and the historical payment information set, wherein the historical payment value included in each of the historical value transfer average and the historical payment information set is determined as a payment value, a payment value set is obtained, and the historical payment reduction value included in each of the historical payment information in the historical payment information set is determined as a payment reduction value, so as to obtain a payment reduction value set;
A combination unit configured to combine each of the set of payment values with a payment extinction value of the set of payment extinction values to obtain a set of payment information;
a second determining unit configured to determine a set of payment score values based on the set of historical payment information and the set of payment information;
a third determining unit configured to determine payment information to be pushed based on the payment information set and the payment score value set;
based on the historical payment information set and the payment information set, determining a payment score value corresponding to each piece of payment information in the payment information set according to the following formula to obtain a payment score value set:
wherein P represents a payment score value corresponding to the payment information, i represents a serial number, n represents the quantity of the historical payment information in the historical payment information set, T represents a historical payment value included in the historical payment information set, and D represents a history in the historical payment information setThe historical payment deduction value included in the payment information is represented by S, wherein S represents the historical payment label value included in the historical payment information set, and T i Representing a historical payment value, D, included in the ith historical payment information in the historical payment information set i Representing a historical payment subtraction value included in the ith historical payment information in the historical payment information set, S i Representing a historical payment tag value included in an ith historical payment information in the historical payment information set, D 'representing a payment subtraction value included in the payment information, and T' representing a payment value included in the payment information.
8. An electronic device, comprising:
one or more processors;
a storage device having one or more programs stored thereon;
when executed by the one or more processors, causes the one or more processors to implement the method of any of claims 1-6.
9. A computer readable medium having stored thereon a computer program, wherein the program when executed by a processor implements the method of any of claims 1-6.
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| WO2020088058A1 (en) * | 2018-10-31 | 2020-05-07 | 北京字节跳动网络技术有限公司 | Information generating method and device |
| CN111083042A (en) * | 2019-12-17 | 2020-04-28 | 北京每日优鲜电子商务有限公司 | Template message pushing method, device, equipment and storage medium |
| CN111353845A (en) * | 2020-01-19 | 2020-06-30 | 浙江绿森信息科技集团有限公司 | Mall APP system |
| CN111401974A (en) * | 2020-06-03 | 2020-07-10 | 北京每日优鲜电子商务有限公司 | Information sending method, information sending device, electronic equipment and computer readable medium |
| CN111459992A (en) * | 2020-06-22 | 2020-07-28 | 北京每日优鲜电子商务有限公司 | Information pushing method, electronic equipment and computer readable medium |
| CN111683156A (en) * | 2020-08-10 | 2020-09-18 | 北京每日优鲜电子商务有限公司 | Information pushing method and device, electronic equipment and computer readable medium |
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