Method, system and electronic device for building telecommunication products in building block style

Abstract

The present invention relates to a method, system and electronic device for building telecommunication products in a building block-like manner. On the one hand, it is convenient for users to select packages from a plurality of displayed telecommunication components, and can self-generate telecommunication products for ordering, with high processing efficiency, and reduces the time cost spent by users in queuing in a business hall and consulting business processing personnel to understand various telecommunication products, which is conducive to customers to more clearly understand their own business processing conditions, that is, to understand the specific details of telecommunication products, and improve user experience; on the other hand, it is convenient for operators to price each package in each telecommunication component, and can quickly build telecommunication products required by users and recommend them to users, so that users can order them, thereby quickly matching the needs of market competition and promoting the business development of operators.

Description

Background Art

[0002] With the rapid development of 5G services, competition among the three major operators, namely China Mobile, China Unicom and China Telecom, has become more intense. The traditional way of handling business is as follows: the three major operators launch ready-made telecommunications products such as call packages, data packages and call-data packages for users to choose from. Users cannot set up other telecommunications products by themselves, which greatly reduces the user experience; and the time cost spent by users in queuing in the business hall and consulting business personnel to understand various telecommunications products is high, which reduces business handling efficiency and will further reduce user experience. Moreover, a lot of analysis is required to launch the set telecommunications products, which cannot quickly match the needs of market competition, hindering the business development of operators. Summary of the invention

[0003] The technical problem to be solved by the present invention is to provide a method, system and electronic device for building telecommunication products in a building block manner in view of the deficiencies in the prior art.

[0004] The technical solution of a method for building telecommunication products in a building block manner of the present invention is as follows:

[0005] Acquire and display a plurality of telecommunication components, wherein each telecommunication component includes packages with different pricing;

[0006] Sort and display multiple packages in each telecom component based on historical data;

[0007] Receive the package selected by the user from the corresponding telecommunication components according to the needs, build a telecommunication product, and recommend the telecommunication product to the user.

[0008] The beneficial effects of the method for building telecommunication products in a building block manner of the present invention are as follows:

[0009] On the one hand, it is convenient for users to select packages from multiple displayed telecommunication components and can generate telecommunication products by themselves for ordering, which has high processing efficiency and reduces the time cost of users queuing in business halls and consulting business personnel to understand various telecommunication products. It is beneficial for customers to have a clearer understanding of their own business handling situation, that is, to understand the specific details of telecommunication products, and improve user experience. On the other hand, it is convenient for operators to price each package in each telecommunication component, and can quickly build telecommunication products required by users and recommend them to users for users to order, thereby quickly matching the needs of market competition and promoting the business development of operators.

[0010] Based on the above solution, the method for building telecommunication products in a building block manner of the present invention can be further improved as follows.

[0011] Furthermore, it also includes: pricing each package in each telecommunication component based on the historical data.

[0012] The beneficial effect of adopting the above further solution is that the rationality of pricing for each package in each telecommunication component can be improved based on historical data.

[0013] Further, the pricing of each package in each telecommunication component based on historical data includes:

[0014] Inputting the preset pricing of each package in each telecommunication component into the pricing revenue model trained based on the historical data to obtain a revenue forecast value;

[0015] Determine whether the revenue forecast value is greater than a preset revenue threshold, and if so, use the preset pricing of each package in each telecommunication component as the price of each package in each telecommunication component.

[0016] The beneficial effect of adopting the above further solution is that each package in each telecommunication component is priced according to the pricing and revenue model to ensure the operator's revenue.

[0017] Furthermore, it also includes training the pricing and revenue model according to the revenue of each telecommunication component every day in the historical data and the pricing corresponding to the packages in each telecommunication component every day in the historical data.

[0018] The technical solution of a system for building telecommunication products in a building block manner of the present invention is as follows:

[0019] Including obtaining display modules, sorting display modules and building modules;

[0020] The acquisition and display module is used to acquire and display multiple telecommunication components, wherein each telecommunication component includes packages with different pricing;

[0021] The sorting and display module is used to sort and display multiple packages in each telecommunication component based on historical data; the building module is used to receive packages selected by users from corresponding telecommunication components according to needs, build telecommunication products, and recommend the telecommunication products to the users.

[0022] The beneficial effects of the building block-type telecommunication product system of the present invention are as follows:

[0023] On the one hand, it is convenient for users to select packages from multiple displayed telecommunication components and can generate telecommunication products by themselves for ordering, which has high processing efficiency and reduces the time cost of users queuing in business halls and consulting business personnel to understand various telecommunication products. It is beneficial for customers to have a clearer understanding of their own business handling situation, that is, to understand the specific details of telecommunication products, and improve user experience. On the other hand, it is convenient for operators to price each package in each telecommunication component, and can quickly build telecommunication products required by users and recommend them to users for users to order, thereby quickly matching the needs of market competition and promoting the business development of operators.

[0024] Based on the above solution, the system for building telecommunication products in a building block manner of the present invention can also be improved as follows.

[0025] Furthermore, it also includes a pricing module, which is used to price each package in each telecommunication component based on the historical data.

[0026] The beneficial effect of adopting the above further solution is that the rationality of pricing for each package in each telecommunication component can be improved based on historical data.

[0027] Furthermore, the pricing module is specifically used for:

[0028] Inputting the preset pricing of each package in each telecommunication component into the pricing revenue model trained based on the historical data to obtain a revenue forecast value;

[0029] Determine whether the revenue forecast value is greater than a preset revenue threshold, and if so, use the preset pricing of each package in each telecommunication component as the price of each package in each telecommunication component.

[0030] The beneficial effect of adopting the above further solution is that each package in each telecommunication component is priced according to the pricing and revenue model to ensure the operator's revenue.

[0031] Furthermore, it also includes a training module, which is used to train the pricing and revenue model based on the revenue of each telecommunication component every day in the historical data and the pricing corresponding to the package in each telecommunication component every day in the historical data.

[0032] The technical solution of an electronic device of the present invention is as follows:

[0033] The invention comprises a memory, a processor and a program stored in the memory and running on the processor, wherein when the processor executes the program, the steps of the method for building a telecommunication product in a building block style as described in any one of the above items are implemented.

[0034] The beneficial effects of an electronic device of the present invention are as follows:

[0035] On the one hand, it is convenient for users to select packages from multiple displayed telecommunication components and can generate telecommunication products by themselves for ordering, which has high processing efficiency and reduces the time cost of users queuing in business halls and consulting business personnel to understand various telecommunication products. It is beneficial for customers to have a clearer understanding of their own business handling situation, that is, to understand the specific details of telecommunication products, and improve user experience. On the other hand, it is convenient for operators to price each package in each telecommunication component, and can quickly build telecommunication products required by users and recommend them to users for users to order, thereby quickly matching the needs of market competition and promoting the business development of operators. BRIEF DESCRIPTION OF THE DRAWINGS

[0036] Figure 1 A schematic diagram of a flow chart of a method for building a telecommunication product in a building block manner according to an embodiment of the present invention;

[0037] Figure 2 A schematic diagram of the structure of a system for building telecommunication products in a building block manner according to an embodiment of the present invention;

[0038] Figure 3 A schematic diagram of the structure of an electronic device according to an embodiment of the present invention; DETAILED DESCRIPTION

[0039] like Figure 1 As shown, a method for building a telecommunication product in a building block manner according to an embodiment of the present invention comprises the following steps:

[0040] S1. obtaining and displaying a plurality of telecommunication components, wherein each telecommunication component includes packages with different pricing;

[0041] S2, sorting and displaying multiple packages in each telecommunication component based on historical data;

[0042] S3. Receive the package selected by the user from the corresponding telecommunication components according to the needs, generate a telecommunication product, build the telecommunication product, and recommend the telecommunication product to the user.

[0043] On the one hand, it is convenient for users to select packages from multiple displayed telecommunication components and can generate telecommunication products by themselves for ordering, which has high processing efficiency and reduces the time cost of users queuing in business halls and consulting business personnel to understand various telecommunication products. It is beneficial for customers to have a clearer understanding of their own business handling situation, that is, to understand the specific details of telecommunication products, and improve user experience. On the other hand, it is convenient for operators to price each package in each telecommunication component, and can quickly build telecommunication products required by users and recommend them to users for users to order, thereby quickly matching the needs of market competition and promoting the business development of operators.

[0044] Among them, the telecommunications component includes a voice call component, a traffic package component, etc., wherein the packages included in the voice call component may be a 100-minute package, a 150-minute package, a 200-minute package, etc., and then each package in the voice call component is priced, for example, the 100-minute package is priced at 10 yuan, the 150-minute package is priced at 14.5 yuan, the 200-minute package is priced at 18 yuan, etc.; the packages included in the traffic package component may be a 500M traffic package, a 1G traffic package, a 2G traffic package, etc., the 500M traffic package is priced at 5 yuan, the 1G traffic package is priced at 9.5 yuan, the 2G traffic package is priced at 18 yuan, etc. It is understandable that the packages in each telecommunications component can be set according to actual conditions, which will not be elaborated here;

[0045] It is understandable that multiple telecommunication components and the packages in each telecommunication component are sorted in order and displayed to the user for selection by the customer, wherein the order may be alphabetical order, random order, and the multiple packages in each telecommunication component are sorted according to historical data, specifically: sorting is performed according to the number of users who select each package in the historical data, for example, on a certain day, the number of users who select the 500M flow package in the flow package component is 500, the number of users who select the 1G flow package in the flow package component is 1000, and the number of users who select the 2G flow package in the flow package component is 800, then the sorting order is 1G flow package → 2G flow package → 500M flow package;

[0046] A brief text description is given for each telecommunication component and each package in each telecommunication component. For example, the text description for a 500M data package may be: intra-provincial data flow, validity period, etc., so that users can have a more comprehensive understanding of the specific details of each package and make a more accurate choice. Then:

[0047] 1) When the user selects only one package according to actual needs, for example, the user only selects a 100-minute package from the voice call component, that is, the 100-minute package is the telecommunications product that the user wants to order, and then a bill is automatically generated for the user to pay or directly deducted from the user's existing phone bill;

[0048] 1) When a user selects multiple packages at the same time according to actual needs, such as selecting a 100-minute package from the voice call component and a 1G data package from the data package component, the 100-minute package and the 1G data package are generated as telecommunication products, and then a bill is automatically generated, and the telecommunication product and the bill generated by the telecommunication product are directly recommended to the user so that the user can pay or directly deduct it from the user's existing phone bill;

[0049] The technical details of realizing automatic bill generation and direct deduction from the user's existing telephone charges are well known to those skilled in the art and will not be elaborated here.

[0050] Among them, the building block style construction of telecommunications products is embodied in that each package in each telecommunications component is equivalent to a building block, and users can select the required package from the corresponding telecommunications components according to actual needs. At this time, the telecommunications product will be directly built and generated, and the telecommunications product will be recommended to the customer. At the same time, the bill corresponding to the telecommunications product can also be sent to the customer. When the customer confirms the order for the telecommunications product, the user will pay the fee or the fee will be directly deducted from the user's existing phone bill. Among them, the specific process of building and generating telecommunications products can refer to the process of scanning products to generate a product list at a supermarket checkout counter, and the process of generating the bill for the telecommunications product can refer to the process of generating the amount to be paid based on the product list at a supermarket checkout counter, which will not be elaborated here.

[0051] Moreover, each package in each telecommunication component can be priced based on historical data, which can improve the rationality of pricing each package in each telecommunication component. The historical data includes the price of each package in each telecommunication component every day within a preset time period and the number of users who subscribe to the package, etc. Specifically, the average price of each package can be used as the price of each package, or:

[0052] The pricing of each package in each telecommunications component based on historical data includes:

[0053] S10, inputting the preset price of each package in each telecommunication component into the pricing revenue model trained based on the historical data to obtain a revenue forecast value;

[0054] S11. Determine whether the predicted revenue value is greater than a preset revenue threshold. If so, use the preset pricing of each package in each telecommunication component as the price of each package in each telecommunication component.

[0055] Each package in each telecommunications component is priced according to the pricing-revenue model to ensure the operator's revenue.

[0056] According to the revenue of each telecommunication component per day in the historical data and the pricing corresponding to the package in each telecommunication component per day in the historical data, the pricing revenue model is trained. Specifically, the pricing revenue model can be trained through a convolutional neural network, a grey prediction model or an autoregressive integral moving average model. The convolutional neural network is used as an example for explanation. Specifically:

[0057] S010. Obtain the revenue of each telecommunication component every day from the historical data, and the pricing corresponding to the package in each telecommunication component every day in the historical data, specifically:

[0058] The revenue of each telecommunication component can be obtained every day for 1000 days. The revenue of each telecommunication component can be obtained every day by the number of users who subscribe to each package in each telecommunication component and the price. For example, when the traffic package component only includes 500M traffic package, 1G traffic package and G traffic package, and the 500M traffic package is priced at 5 yuan, the 1G traffic package is priced at 9.5 yuan, and the 2G traffic package is priced at 18 yuan, assuming that on a certain day, the number of users who choose the 500M traffic package in the traffic package component is 500, the number of users who choose the 1G traffic package in the traffic package component is 1000, and the number of users who choose the 2G traffic package in the traffic package component is 800, then the revenue of the traffic package component on that day is: 500×5+1000×9.5+800×18=26400;

[0059] Similarly, calculate the revenue of other telecommunication components such as voice call components. The sum of the revenue of all telecommunication components on that day is the revenue of that day, thus obtaining the revenue of each day in 1000 days.

[0060] S011. Divide the daily revenue and the daily pricing of each package within 1000 days into a training set and a validation set. For example, divide the daily revenue and the daily pricing of each package from the 1st day to the 800th day into a training set, and divide the daily revenue and the daily pricing of each package from the 801st day to the 1000th day into a validation set. The division can also be made according to the actual situation, which will not be elaborated here.

[0061] S012. Take the daily revenue from the 1st day to the 800th day as the dependent variable, take the pricing of each package from the 1st day to the 800th day as the independent variable, take the daily revenue from the 1st day to the 800th day as the dependent variable, and construct a function after training through a convolutional neural network. Take the daily revenue from the 801st day to the 1000th day as the dependent variable and the pricing of each package from the 801st day to the 1000th day as the independent variable to verify the function. When the accuracy reaches the preset threshold, the function is the pricing and benefit model. If the accuracy does not reach the preset threshold, it can be trained by adding more technical data until the pricing and benefit model is obtained; wherein, the pricing of each package every day can participate in the training of the pricing and benefit model in the form of an array or a vector; then:

[0062] When the operator discounts or reprices the package, the preset price of each package in each telecommunications component can be input into the pricing revenue model in the form of an array or vector to obtain a revenue forecast value, and determine whether the revenue forecast value is greater than the preset revenue threshold:

[0063] 1) If yes, then the preset pricing of each package in each telecommunication component is used as the price of each package in each telecommunication component.

[0064] 2) If not, then readjust the preset pricing of each package in each telecommunications component, and then input the adjusted preset pricing of each package in each telecommunications component into the pricing revenue model until the obtained revenue forecast value is greater than the preset revenue threshold. The preset pricing of each package in each telecommunications component will be used as the price of each package in each telecommunications component, providing data basis for the operator to adjust the price of each package.

[0065] In the above embodiments, although the steps are numbered S1, S2, etc., these are only specific embodiments given in the present application. Those skilled in the art may adjust the execution order of S1, S2, etc. according to actual conditions, which is also within the scope of protection of the present invention. It can be understood that in some embodiments, some or all of the above embodiments may be included.

[0066] like Figure 2 As shown, a system 200 for building telecommunication products in a building block manner according to an embodiment of the present invention includes an acquisition and display module 210, a sorting and display module 220, and a building module 230;

[0067] The acquisition and display module 210 is used to acquire and display multiple telecommunication components, wherein each telecommunication component includes packages with different pricing;

[0068] The sorting and display module 220 is used to sort and display multiple packages in each telecommunication component based on historical data; the building module 230 is used to receive packages selected by users from corresponding telecommunication components according to needs, build telecommunication products, and recommend the telecommunication products to the users.

[0069] On the one hand, it is convenient for users to select packages from multiple displayed telecommunication components and can generate telecommunication products by themselves for ordering, which has high processing efficiency and reduces the time cost of users queuing in business halls and consulting business personnel to understand various telecommunication products. It is beneficial for customers to have a clearer understanding of their own business handling situation, that is, to understand the specific details of telecommunication products, and improve user experience. On the other hand, it is convenient for operators to price each package in each telecommunication component, and can quickly build telecommunication products required by users and recommend them to users for users to order, thereby quickly matching the needs of market competition and promoting the business development of operators.

[0070] Preferably, the above technical solution further includes a pricing module, which is used to price each package in each telecommunication component based on historical data. The rationality of pricing each package in each telecommunication component can be improved based on historical data.

[0071] Preferably, in the above technical solution, the pricing module is specifically used for:

[0072] Inputting the preset pricing of each package in each telecommunication component into the pricing revenue model trained based on the historical data to obtain a revenue forecast value;

[0073] Determine whether the revenue forecast value is greater than a preset revenue threshold, and if so, use the preset pricing of each package in each telecommunication component as the price of each package in each telecommunication component.

[0074] Each package in each telecommunications component is priced according to the pricing-revenue model to ensure the operator's revenue.

[0075] Preferably, the above technical solution further includes a training module, which is used to train the pricing and revenue model based on the revenue of each telecommunication component every day in the historical data and the pricing corresponding to the packages in each telecommunication component every day in the historical data.

[0076] The parameters and steps of implementing corresponding functions of each unit module in the above-mentioned system 200 for building telecommunication products in a building block manner of the present invention can refer to the parameters and steps in the embodiment of the method for building telecommunication products in a building block manner above, and will not be described in detail here.

[0077] like Figure 3As shown, an electronic device 300 according to an embodiment of the present invention includes a memory 310, a processor 320, and a program 330 stored in the memory 310 and running on the processor 320. When the processor 320 executes the program 330, the steps of the method for building a telecommunication product in a building block manner as implemented in any one of the above are implemented.

[0078] On the one hand, it is convenient for users to select packages from multiple displayed telecommunication components and can generate telecommunication products by themselves for ordering, which has high processing efficiency and reduces the time cost of users queuing in business halls and consulting business personnel to understand various telecommunication products. It is beneficial for customers to have a clearer understanding of their own business handling situation, that is, to understand the specific details of telecommunication products, and improve user experience. On the other hand, it is convenient for operators to price each package in each telecommunication component and can quickly build telecommunication products required by users, thereby quickly matching the needs of market competition and promoting the business development of operators.

[0079] Among them, the electronic device 300 can be a computer, a mobile phone, etc. Correspondingly, its program 330 is computer software or a mobile phone APP, etc., and the above-mentioned parameters and steps in an electronic device 300 of the present invention can refer to the parameters and steps in the embodiment of a method for building a telecommunications product in a building block manner above, and will not be repeated here.

[0080] Those skilled in the art will appreciate that the present invention may be implemented as a system, method or computer program product.

[0081] Therefore, the present disclosure may be specifically implemented in the following forms, namely: it may be completely hardware, it may be completely software (including firmware, resident software, microcode, etc.), or it may be a combination of hardware and software, generally referred to herein as a "circuit", "module" or "system". In addition, in some embodiments, the present invention may also be implemented in the form of a computer program product in one or more computer-readable media, and the computer-readable medium contains computer-readable program code.

[0082] Any combination of one or more computer-readable media can be used. Computer-readable media can be computer-readable signal media or computer-readable storage media. Computer-readable storage media can be, for example, but not limited to, electrical, magnetic, optical, electromagnetic, infrared, or semiconductor systems, devices or devices, or any combination of the above. More specific examples (non-exhaustive list) of computer-readable storage media include: electrical connections with one or more wires, portable computer disks, hard disks, random access memories (RAM), read-only memories (ROM), erasable programmable read-only memories (EPROM or flash memory), optical fibers, portable compact disk read-only memories (CD-ROM), optical storage devices, magnetic storage devices, or any suitable combination of the above. In this document, computer-readable storage media can be any tangible medium containing or storing a program, which can be used by an instruction execution system, device or device or used in combination with it.

[0083] Although the embodiments of the present invention have been shown and described above, it is to be understood that the above embodiments are exemplary and are not to be construed as limitations of the present invention. A person skilled in the art may change, modify, replace and vary the above embodiments within the scope of the present invention.

Claims

1. A method for building a telecommunication product in a building block manner, characterized in that: include: Obtain and display a plurality of telecommunication components, wherein each telecommunication component includes packages with different pricing; sorting and displaying multiple packages in each telecommunication component based on the number of users who selected each package in historical data; receiving packages selected by users from corresponding telecommunication components according to needs, building telecommunication products, and recommending the telecommunication products to the users; Also included is: pricing each package in each telecommunications component based on the historical data; The pricing of each package in each telecommunication component based on the historical data includes: Inputting the preset pricing of each package in each telecommunication component into the pricing revenue model trained based on the historical data to obtain a revenue forecast value; Determine whether the revenue forecast value is greater than a preset revenue threshold, and if so, use the preset pricing of each package in each telecommunication component as the price of each package in each telecommunication component; It also includes: training the pricing revenue model according to the revenue of each telecommunication component every day in the historical data and the pricing corresponding to the package in each telecommunication component every day in the historical data; A brief text description of each telecommunications component and each package within each telecommunications component; When the user selects only one package according to actual needs, a bill is automatically generated for the user to pay or the bill is directly deducted from the user's existing phone bill; When a user selects multiple packages at the same time according to actual needs, a bill is automatically generated, and the telecommunications product and the bill generated by the telecommunications product are directly recommended to the user so that the user can pay or the bill is directly deducted from the user's existing phone bill; Also includes: Obtaining the revenue of each telecommunication component on each day from the historical data, and the pricing corresponding to the packages in each telecommunication component on each day in the historical data; Divide the revenue of each telecommunication component on each day and the pricing corresponding to the packages in each telecommunication component on each day in the historical data into a training set and a validation set; Taking the daily revenue in the training set as the dependent variable and the pricing of each package in the training set as the independent variable, a function is constructed after training through a convolutional neural network, and the daily revenue in the validation set as the dependent variable and the pricing of each package in the validation set as the independent variable are used to verify the function. When the accuracy reaches the preset threshold, the function is the pricing-benefit model. If the accuracy does not reach the preset threshold, more technical data can be added for training until the pricing-benefit model is obtained.

2. A system for building telecommunication products in a building block style, characterized in that: Including obtaining display modules, sorting display modules and building modules; The acquisition and display module is used to acquire and display multiple telecommunication components, wherein each telecommunication component includes packages with different pricing; The sorting and displaying module is used to sort and display multiple packages in each telecommunication component based on the number of users who selected each package in the historical data; the building module is used to receive the packages selected by the user from the corresponding telecommunication component according to the needs, build a telecommunication product, and recommend the telecommunication product to the user; Also included is a pricing module, the pricing module being used to price each package in each telecommunication component based on the historical data; The pricing module is specifically used for: Inputting the preset pricing of each package in each telecommunication component into the pricing revenue model trained based on the historical data to obtain a revenue forecast value; Determine whether the revenue forecast value is greater than a preset revenue threshold, and if so, use the preset pricing of each package in each telecommunication component as the price of each package in each telecommunication component; It also includes a training module, which is used to train the pricing and revenue model according to the revenue of each telecommunication component every day in the historical data and the pricing corresponding to the package in each telecommunication component every day in the historical data; A brief text description of each telecommunications component and each package within each telecommunications component; When the user selects only one package according to actual needs, a bill is automatically generated for the user to pay or the bill is directly deducted from the user's existing phone bill; When a user selects multiple packages at the same time according to actual needs, a bill is automatically generated, and the telecommunications product and the bill generated by the telecommunications product are directly recommended to the user so that the user can pay or the bill is directly deducted from the user's existing phone bill; Also includes: Obtaining the revenue of each telecommunication component on each day from the historical data, and the pricing corresponding to the packages in each telecommunication component on each day in the historical data; Divide the revenue of each telecommunication component on each day and the pricing corresponding to the packages in each telecommunication component on each day in the historical data into a training set and a validation set; Taking the daily revenue in the training set as the dependent variable and the pricing of each package in the training set as the independent variable, a function is constructed after training through a convolutional neural network, and the daily revenue in the validation set as the dependent variable and the pricing of each package in the validation set as the independent variable are used to verify the function. When the accuracy reaches the preset threshold, the function is the pricing-benefit model. If the accuracy does not reach the preset threshold, more technical data can be added for training until the pricing-benefit model is obtained.

3. An electronic device comprising a memory, a processor, and a program stored in the memory and running on the processor, characterized in that: When the processor executes the program, the steps of the method for building a telecommunication product in a building block manner as claimed in claim 1 are implemented.

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