Method for generating task list, medium, computer equipment and program product
By establishing a mapping relationship between operational objectives and task types on the merchant workbench of the e-commerce platform, a task list is automatically generated, which solves the flexibility and operational complexity problems of task list generation in the existing technology and realizes efficient and flexible task management.
Patent Information
- Application Number
- CN202510560981.3
- Authority / Receiving Office
- CN · China
- Patent Type
- Applications(China)
- Current Assignee / Owner
- Filing Date
- 2025-04-29
- Publication Date
- 2025-09-23
AI Technical Summary
The task list generation method of the merchant workstation on existing e-commerce platforms has poor flexibility and relies on manual entry and modification. The operation is highly complex and difficult to adapt to market changes and merchant strategy adjustments.
By pre-setting the mapping relationship between operational objectives and task types, a task list is automatically generated. Merchants only need to set operational objectives, and the system will automatically generate a matching task list, reducing manual entry steps and improving flexibility.
It reduces the operational complexity of the task list acquisition process, improves the flexibility of generating task lists, ensures the matching of task lists with operational goals, and improves merchant work efficiency and the accuracy of task execution.
Smart Images

Figure CN120689071A_ABST
Abstract
Description
Technical Field
[0001] The present application relates to the field of Internet technology, and in particular to a method, medium, computer device, and program product for generating a task list. Background Art
[0002] The Merchant Workbench is a one-stop management tool provided by e-commerce platforms for merchants. One of its functions is to manage merchants' pending tasks. Currently, e-commerce platforms identify merchants' to-do items and display the specific number of to-do items on the Merchant Workbench based on the identified to-do items. However, this method only displays to-do items within a fixed category, which is less flexible. Alternatively, merchant managers can manage tasks offline using a spreadsheet, but this method requires users to manually enter task information into the spreadsheet. Any changes to the task information require manual modification and adjustment, which is quite complex. Summary of the Invention
[0003] In a first aspect, an embodiment of the present application provides a method for generating a task list, the method comprising: obtaining a preset operating goal of a target merchant of an e-commerce platform; obtaining a pre-established first mapping relationship, the first mapping relationship being used to represent the correspondence between the type of the preset operating goal and the task type related to the type of the preset operating goal; determining the target task type corresponding to the type of the preset operating goal based on the first mapping relationship; and generating a list of pending tasks including tasks of the target task type.
[0004] In a second aspect, an embodiment of the present application provides a computer-readable storage medium having a computer program stored thereon, which, when executed by a processor, implements the method described in any embodiment of the present application.
[0005] In a third aspect, an embodiment of the present application provides a computer device, comprising a memory, a processor, and a computer program stored in the memory and executable on the processor, wherein the processor implements the method described in any embodiment of the present application when executing the computer program.
[0006] In a fourth aspect, an embodiment of the present application provides a computer program product, including a computer program, which implements the method described in any embodiment of the present application when executed by a processor.
[0007] In the embodiment of the present application, the preset operation target is disassembled into tasks to be performed by the merchant in advance, and a first mapping relationship is established to show the correspondence between the type of the preset operation target and the task type related to the type of the preset operation target. The target merchant only needs to set the preset operation target, and the target task type of the merchant's task to be performed can be automatically determined according to the first mapping relationship, and a list of pending tasks including tasks of the target task type is generated. The above process does not require the user to manually enter task information, and when the market situation changes or the merchant temporarily adjusts the business strategy, it is only necessary to reset the preset operation target, and a new list of pending tasks can be automatically generated according to the reset preset operation target. Since the complexity of setting the preset operation target is much lower than the complexity of entering task information, the solution of the embodiment of the present application can effectively reduce the operational complexity of the task list acquisition process. In addition, the task list is generated based on the preset operation target. When the type of the preset operation target changes, the target task type obtained based on the first mapping relationship will also change, so that the target task type in the pending task list matches the preset operation target, thereby improving the flexibility of generating the task list.
[0008] It is to be understood that the foregoing general description and the following detailed description are exemplary and explanatory only and are not restrictive of the present application. BRIEF DESCRIPTION OF THE DRAWINGS
[0009] The drawings herein are incorporated into the specification and constitute a part of this application. These drawings illustrate embodiments consistent with this application and, together with the specification, are used to illustrate the technical solutions of this application.
[0010] Figure 1 It is a schematic diagram of a task list displayed on a merchant workbench in the related art.
[0011] Figure 2 This is a flowchart of a method for generating a task list according to an embodiment of the present application.
[0012] Figure 3A 、 Figure 3B and Figure 3C They are respectively schematic diagrams of a table including preset operating objectives in an embodiment of the present application.
[0013] Figure 4 It is a schematic diagram of the correspondence between the preset operation objectives and task types in an embodiment of the present application.
[0014] Figure 5 It is a schematic diagram of the primary mapping relationship and the secondary mapping relationship of the embodiment of the present application.
[0015] Figure 6A and Figure 6BThis is a schematic diagram of a list of tasks to be processed generated using the method for generating a task list according to an embodiment of the present application.
[0016] Figure 7 It is a schematic diagram of a computer device according to an embodiment of the present application. DETAILED DESCRIPTION
[0017] Exemplary embodiments will be described in detail herein, with examples illustrated in the accompanying drawings. In the following description, when referring to the drawings, identical numerals in different figures represent identical or similar elements, unless otherwise indicated. The embodiments described in the following exemplary embodiments are not intended to represent all embodiments consistent with the present application. Rather, they are merely examples of apparatus and methods consistent with certain aspects of the present application, as detailed in the appended claims.
[0018] The terms used in this application are for the purpose of describing specific embodiments only and are not intended to limit this application. The singular forms "a", "said" and "the" used in this application and the appended claims are also intended to include plural forms, unless the context clearly indicates otherwise. It should also be understood that the term "and / or" used herein refers to and includes any or all possible combinations of one or more associated listed items. In addition, the term "at least one" herein represents any combination of at least two of any one or more of a plurality of.
[0019] It should be understood that although the terms first, second, third, etc. may be used in this application to describe various information, such information should not be limited to these terms. These terms are only used to distinguish information of the same type from each other. For example, without departing from the scope of this application, first information may also be referred to as second information, and similarly, second information may also be referred to as first information. Depending on the context, the word "if" as used herein may be interpreted as "at the time of" or "when" or "in response to determining".
[0020] In order to enable people in this technical field to better understand the technical solutions in the embodiments of the present application, and to make the above-mentioned purposes, features and advantages of the embodiments of the present application more obvious and easy to understand, the technical solutions in the embodiments of the present application are further described in detail below with reference to the accompanying drawings.
[0021] It should be noted that the user information (including but not limited to user device information, user personal information, etc.) and data (including but not limited to data used for analysis, stored data, displayed data, etc.) involved in this application are all information and data authorized by the user or fully authorized by all parties, and the collection, use and processing of relevant data must comply with the relevant laws, regulations and standards of relevant countries and regions, and provide corresponding operation entrances for users to choose to authorize or refuse.
[0022] The Merchant Workbench is a one-stop management tool provided by the e-commerce platform for merchants. One of its functions is to manage the tasks to be performed by merchants. Figure 1 As shown, under the traditional model, the task list on the merchant's workbench is presented in a relatively conventional way. Specifically, the task list divides tasks into multiple categories, covering four common categories: pending shipment, pending after-sales, complaints, and violations. The pending shipment tasks mainly remind merchants to process orders in a timely manner, arrange logistics distribution, and ensure that the goods can be delivered to consumers as soon as possible; the pending after-sales tasks involve handling consumers' after-sales needs such as returns, exchanges, and repairs, to protect consumers' legitimate rights and interests and satisfaction; the complaint tasks are aimed at consumers' dissatisfaction with product quality, service attitude, etc., which require merchants to respond quickly and properly resolve them to maintain a good reputation; the violation tasks are to warn and deal with merchants' possible violations of platform rules during their operations, and guide merchants to operate in compliance with regulations.
[0023] Currently, e-commerce platforms identify merchants' to-do items and display the specific number of to-do items on the merchant's workstation based on the identified to-do items. However, this method can only display to-do items within a fixed category, making it less flexible. Alternatively, merchant managers can manage tasks offline using spreadsheets. On the one hand, manual data entry is inefficient; on the other hand, when the market environment changes, such as a surge in orders due to promotional activities, or when merchants adjust their business strategies, such as launching new after-sales service policies, task information must be manually modified and adjusted. This operation is extremely cumbersome and error-prone, greatly increasing operational complexity and reducing merchant work efficiency.
[0024] Based on this, this application proposes a method for generating a task list, see Figure 2 , the method comprising:
[0025] Step S12: Obtaining preset operating goals of target merchants on the e-commerce platform;
[0026] Step S14: obtaining a pre-established first mapping relationship, where the first mapping relationship is used to represent a correspondence between the type of the preset operation target and the task type related to the type of the preset operation target;
[0027] Step S16: determining a target task type corresponding to the type of the preset operation target based on the first mapping relationship;
[0028] Step S18: Generate a to-be-processed task list including tasks of the target task type.
[0029] The embodiment of the present application breaks down the abstract preset operating target into a series of specific and executable merchant to-do tasks, and establishes a first mapping relationship to accurately match the type of preset operating target with the associated task type. Based on this, the target merchant only needs to focus on setting the preset operating target, and the system can autonomously and accurately determine the target task type of the merchant's to-be-performed task based on the first mapping relationship, and quickly generate a list of pending tasks covering the target task type. This not only eliminates the tedious steps of manually entering task information, but also greatly reduces the risk of human error. Especially in the face of a rapidly changing market environment or when merchants temporarily adjust their business strategies, there is no need to modify and adjust a large amount of fragmented task information one by one. Instead, it is only necessary to reset the preset operating target, and a new list of pending tasks can be automatically generated with the help of the reset preset operating target. In addition, the task list in the embodiment of the present application is generated based on the preset operating target. When the type of the preset operating target changes, the target task type obtained based on the first mapping relationship will also change, so that the target task type in the pending task list matches the preset operating target, improving the flexibility of generating the task list. The specific implementation details of this application are illustrated below with reference to the accompanying drawings.
[0030] In step S12, the preset operating targets of the target merchant can be obtained. The preset operating targets can be manually entered by the management personnel of the target merchant. The preset operating targets may include multiple types, including but not limited to: the merchant's sales target, for example, the sales volume or sales increment that the target merchant expects to achieve within a specific time period, such as monthly, quarterly or annually; the visit traffic target, for example, the number of page views that the target merchant expects to achieve; compliance and risk control related targets, for example, the target of reducing violations; the merchant's cost investment target, including the total cost that the merchant plans to invest (such as investment funds) and / or the cost that the merchant plans to invest for specific matters (such as obtaining visit traffic). Managers can manually enter or select the type of preset operating target on the merchant workbench.
[0031] In some embodiments, in addition to entering the type of preset operating target on the merchant workbench, the user can also enter the target value of the preset operating target on the merchant workbench. The target value of the preset operating target is an absolute value or an incremental value of the preset operating target. For example, in the case where the preset operating target is a sales target, the target value of the preset operating target can be an absolute value of sales, such as 1 million yuan, indicating that the target merchant expects to achieve sales of 1 million yuan; or, the target value of the preset operating target can be an incremental value of sales, such as 100,000 yuan, indicating that the target merchant expects the sales of the current operating cycle to increase by 100,000 yuan compared to the turnover of the previous operating cycle.
[0032] The type of preset operation target entered on the merchant workbench can be greater than or equal to 1, that is, the manager can set one preset operation target, such as a sales target, or multiple preset operation targets, such as a sales target and a visit traffic target. In some embodiments, a table including multiple types of preset operation targets can be entered, such as Figure 3A 、 Figure 3B and Figure 3C It is understood that the above table is only an example. In other examples, the table may include only some of the above types of preset operating objectives, or may include other types of preset operating objectives. In addition, the specific meaning of each type of preset operating objective can be defined according to actual circumstances and is not limited to the ones described in the table.
[0033] In some embodiments, an operational goal may include multiple sub-goals. The preset operational goal may include an overall goal, or may include sub-goals with finer granularity that are further broken down from the overall goal. For example, when the preset operational goal includes a traffic goal, the traffic goal may be further broken down into an organic traffic goal, a paid traffic goal, and a social media traffic goal. Organic traffic refers to traffic obtained through non-paid methods on the e-commerce platform, paid traffic refers to traffic obtained through paid methods on the e-commerce platform, and social media traffic refers to traffic obtained through social media promotion.
[0034] In step S14, different types of preset operational objectives may be affected by different task types. Figure 4 As shown, the access traffic of the target merchant may be affected by the number of new products released by the target merchant (hereinafter referred to as the number of new products), the marketing activities in which the target merchant participates, the discount information of the target merchant, and the search keywords set by the target merchant for its products. Therefore, in the case where the type of the preset operation target includes the access traffic type, the task type related to the type of the preset operation target may include new product listing tasks, marketing activity participation tasks, discount setting and optimization tasks and / or search keyword optimization tasks, etc. The correspondence between the type of the preset operation target and the task type related to the type of the preset operation target can be represented by establishing a first mapping relationship, so as to facilitate the decomposition of the abstract preset operation target into task types that can affect the completion of the preset operation target. Other types of preset operation targets can also establish a first mapping relationship with the corresponding task types, which are not listed here one by one.
[0035] It should be noted that step S14 can be executed before or after step S12, or in parallel with step S12. This application does not limit the execution order of step S12 and step S14.
[0036] In some embodiments, the preset operation goal includes multiple sub-goals. Based on this, the first mapping relationship may include two-level mapping relationships, wherein the first-level mapping relationship is used to represent the correspondence between the preset operation goal and the sub-goals included in the preset operation goal, and the second-level mapping relationship is used to represent the correspondence between the type of the sub-goal and the task type related to the sub-goal type. Figure 5 Taking the preset operational goal of visit traffic as an example, the visit traffic goal can be further divided into organic traffic goals, paid traffic goals, and social media traffic goals. A first-level mapping relationship can be established to represent the correspondence between the visit traffic goal and the three sub-goals of organic traffic goals, paid traffic goals, and social media traffic goals. In addition, tasks that can increase organic traffic include optimizing homepage content, improving product information, publishing videos, and improving logistics services. A second-level mapping relationship can be established to represent the correspondence between the organic traffic goal and the four task types of optimizing homepage content, improving product information, publishing videos, and improving logistics services.
[0037] It should be noted that, in this embodiment, although Figure 5 The first-level mapping relationship shown includes only two levels, but in actual applications, the first-level mapping relationship can also include at least three levels. For example, the natural traffic target can be further refined into sub-targets with finer granularity, and the correspondence between each sub-target and the sub-target of the sub-target can be further expressed through the first-level mapping relationship.
[0038] In step S16, the target task type corresponding to the type of the preset operation target can be determined based on the first mapping relationship. In the above manner, the abstract preset operation target can be mapped to a specific target task type.
[0039] In the case where the preset operation target includes multiple sub-targets, the sub-targets included in the preset operation target can be determined based on the first-level mapping relationship, and the target task types corresponding to the sub-targets included in the preset operation target can be determined based on the second-level mapping relationship. Figure 5 As shown, when the preset operating goals include visit traffic goals, you can first determine the various sub-goals included in the visit traffic goal, namely the natural traffic goal, paid traffic goal and social media traffic goal, and then determine the target task type corresponding to each sub-goal. For example, the target task types corresponding to the natural traffic goal include optimizing homepage content, improving product information, publishing videos and improving logistics services; the target task types corresponding to the paid traffic goal include placing advertisements; and the target task types corresponding to the social media traffic goal include cooperating with social media for promotion.
[0040] In some embodiments, candidate task types corresponding to the type of the preset operation target may be determined based on the first mapping relationship, and the target task type may be further determined from the candidate task types.
[0041] For example, the target task type may be determined from candidate task types based on task information of historical tasks performed by the target merchant. The task information may include but is not limited to at least one of the following:
[0042] Task Type: The task types of historical tasks executed by the target merchant can reflect the types of tasks previously performed by the target merchant's managers. In some embodiments, the methods for determining target task types can be diversified to suit the merchant's operational needs and the manager's work characteristics. On the one hand, the target task types can be selected based on the task types previously executed by the target merchant. Since managers are already familiar with these historical task types and understand the processes and key points, they can more easily execute them, reducing learning costs and adaptation time, thereby improving the efficiency and quality of task execution and ensuring that tasks are completed on time and in full. On the other hand, target task types can also be selected based on task types not previously covered by the target merchant's historical tasks. This approach can encourage managers to explore new work content and increase the richness and diversity of task handling. Furthermore, facing new task types may increase managers' interest and motivation, thereby reducing the fatigue and burnout caused by performing similar tasks over a long period of time, helping to improve overall work efficiency. Alternatively, you can select task types from the candidate task types, based on a certain ratio, that are previously covered by the target merchant's past tasks and task types not previously covered by the target merchant's past tasks, and use these selected task types as target task types. Flexible selection of one or more combinations of these two approaches, based on the merchant's actual situation and operational objectives, can better meet the merchant's individual needs and achieve efficient operational management.
[0043] Task completion rate: The task completion rate of historical tasks performed by the target merchant can reflect the preferences of the target merchant's managers for specific task types. Different managers may have different preferences for task types. For example, some managers prefer to perform the task of publishing videos rather than the task of optimizing homepage content. Then, these managers usually have a higher task completion rate for the task of publishing videos, while a lower task completion rate for the task of optimizing homepage content. The target task type can be determined from the candidate task types based on the task completion rate of historical tasks performed by the target merchant. Specifically, the task type with a task completion rate higher than a preset threshold in the candidate task type can be determined as the target task type. This can match the target task type with the manager's preferences and improve the manager's acceptance and completion rate of the tasks in the task list to be processed.
[0044] For another example, the target task type can be determined from the candidate task types based on the historical operating data of the target merchant. The historical operating data may include but is not limited to sales, visit traffic and / or click-through rate within a historical time period. For example, the historical operating data of the target merchant shows that in the past quarter, the sales of certain product categories have increased significantly, and the visit traffic and click-through rate of these products are also high. By analyzing this data, the task types related to these high-performing products, such as "new product promotion tasks" or "marketing campaign optimization tasks", can be determined as target task types. In this way, the target merchant can concentrate resources to continue promoting these well-performing products in order to further increase sales. At the same time, if historical operating data shows that the click-through rate of certain products is low, "optimizing product details pages tasks" or "adjusting search keywords tasks" can be determined as target task types to enhance the visibility and attractiveness of these products, thereby increasing traffic and click-through rate.
[0045] The target task type may also be determined from the candidate task types by combining task information of historical tasks performed by the target merchant and historical operation data of the target merchant.
[0046] In some embodiments, the task indicators of each task in the pending task list can also be estimated based on the task revenue information of historical tasks performed by merchants on the e-commerce platform and / or the historical operating data of merchants on the e-commerce platform. Among them, the merchants on the e-commerce platform can include target merchants and / or merchants similar to the target merchants. Merchants similar to the target merchant can be merchants that sell the same category of products as the target merchant. For example, if the target merchant's main product category is clothing and another merchant's main product category is also clothing, then the other merchant is a merchant similar to the target merchant.
[0047] Task revenue information refers to the revenue generated by completing a task. This information varies depending on the task type. For example, if the task involves optimizing homepage content, improving product information, or publishing a video, the task revenue information will be organic traffic revenue information, i.e., the increase in organic traffic generated by completing the task. Another example is if the task involves placing an ad, the task revenue information will be paid traffic revenue information, i.e., the increase in paid traffic generated by completing the task.
[0048] Task indicators may include, but are not limited to, the number of tasks and / or product parameters of the target product for which the tasks are performed. Product parameters may include, for example, parameters related to product price (e.g., price, price reduction, etc.), parameters related to product variety (e.g., the number of product varieties), and / or parameters related to product discounts (e.g., discount rate). These are described below.
[0049] In an embodiment where the task indicator includes the number of tasks, the estimated task revenue information of tasks of the corresponding target task type can be determined based on the task revenue information of historical tasks of each target task type performed by merchants on the e-commerce platform, and the number of tasks of each target task type in the pending task list can be estimated based on the estimated task revenue information of tasks of each target task type and the target value of the preset operating target.
[0050] For example, assuming that the preset operation target is access traffic, and the target value of the preset operation target is 1000, and assuming that the tasks of the target task type include improving product information, and the estimated task revenue information of the task (that is, the estimated access traffic obtained by completing a task of improving product information) is assumed to be 100, then 10 tasks of improving product information need to be completed. The estimated task revenue information of the tasks of the target task type can be determined based on the task revenue information of the historical tasks of the target task type performed by merchants on the e-commerce platform. For example, the average task revenue information obtained by multiple merchants on the e-commerce platform performing tasks of the target task type can be obtained, and the above average task revenue information can be determined as the estimated task revenue information of the tasks of the target task type.
[0051] In an embodiment where the task indicators include product parameters of the target product targeted by the task, product parameters of similar products of the target product can be obtained, and product parameters of the target products processed by each task in the to-be-processed task list can be estimated based on the product parameters of similar products of the target product.
[0052] For example, assuming the product parameter is the product price and the target task type is to reduce the product price, you can obtain the product prices of similar products of the target product and determine the price range or price reduction range of the target product based on the product prices of similar products. For another example, assuming the product parameter is the number of product styles and the target task type is to put new products on the shelves, you can obtain the number of product styles of similar products of the target product and determine the number of new target products to be put on the shelves based on the number of product styles of similar products.
[0053] In step S18, a comprehensive list of pending tasks can be generated based on the target task type. Taking the target task types covering new product listing tasks and marketing activity participation tasks as an example, this list will clearly list the above tasks, thereby ensuring that the managers of the target merchants can clearly know the content of the tasks that need to be completed at a glance. Furthermore, in an embodiment where the task indicators corresponding to each task are obtained, the pending task list will also include these task indicators in detail. For example, when the task indicator is specifically the number of tasks, the pending task list can clearly display information such as "complete 3 new product listing tasks" and "complete 1 marketing activity participation task" so that managers can determine the specific requirements of each task.
[0054] In an embodiment where the number of target task types is greater than one, the order of tasks of each target task type in the pending task list can also be arranged. For example, the priorities of tasks of multiple target task types can be determined based on their contribution to the preset operational goals, and based on the priorities of tasks of multiple target task types, a pending task list including tasks of multiple target task types can be generated. This makes it easier for managers to process each task in the pending task list in sequence according to the contribution of tasks of each task type to the preset operational goals, so that task execution is more focused on tasks that have a significant impact on operational goals, which helps maintain the directionality and purposefulness of task execution.
[0055] After the list of pending tasks is generated, the list of pending tasks can be sent to the management personnel of the target merchant. The management personnel can view the list of pending tasks through the merchant workbench. In some embodiments, the management personnel may include multiple execution roles, such as operations personnel, technicians, and customer service personnel, and different execution roles can perform tasks of different task types. A pre-established second mapping relationship can be obtained, and the second mapping relationship is used to represent the correspondence between the task type and the execution role of the task of the task type, and each task in the list of pending tasks is assigned to the corresponding execution role based on the second mapping relationship. In this way, the division of tasks can be made clearer, and each execution role can focus on performing the tasks of this role, thereby improving the efficiency of task execution.
[0056] In some embodiments, the task processing page of the merchant workstation can also display the processing entrances of multiple target task types. By integrating the processing entrances of multiple tasks into the same task processing page, managers only need to visit a single page to enter the processing flow of each task, improving the immersion and efficiency of task processing.
[0057] In some embodiments, decision-making basis information can also be generated based on the task revenue information of historical tasks performed by merchants on the e-commerce platform and / or the historical operating data of merchants on the e-commerce platform, and the task indicators and decision-making basis information of each task in the pending task list can be displayed on the merchant workbench. The above-mentioned decision-making basis information is used to represent the basis for generating each task in the pending task list. For example, when the tasks in the pending task list include reducing the price of the target product, the price reduction range or the price after the price reduction can be determined based on the historical prices of the merchants on the e-commerce platform, and decision-making basis information can be generated based on the historical prices of the merchants on the e-commerce platform, thereby improving the interpretability of the task indicators.
[0058] The following is an example of the overall process of an embodiment of the present application. The merchant workbench can facilitate the merchant's managers to complete different tasks one by one to achieve the ultimate operational goal by displaying a list of pending tasks. The traditional merchant working method often lacks a clear goal orientation and relies solely on managers to manually enter task information. The task arrangement is relatively arbitrary and lacks systematic planning. This leads to problems such as missed tasks, repeated work, and low efficiency when merchants process various information. In contrast, goal orientation focuses on both the ultimate operational goals to be achieved and the process of achieving the goals. It not only clarifies the direction of action and the expected results, but also breaks down the operational goals into specific tasks and action steps by formulating detailed plans and strategies, ensuring that in the process of achieving the operational goals, each link can be effectively controlled and managed and can continuously adjust and optimize the action plan according to actual conditions to ensure the smooth achievement of the goals and significantly improve the efficiency of task execution.
[0059] The traditional method of generating task lists mainly relies on manual statistics and data entry, which has low operational efficiency and relies too much on personal experience. This method has very large limitations in terms of efficiency, accuracy and flexibility. When market conditions change or merchants temporarily adjust their business strategies, the task list needs to be manually modified and adjusted again. This process is time-consuming and prone to errors.
[0060] This application proposes an intelligent checklist generation solution. Its core lies in closely focusing on the merchant's pre-set operational goals, using a data-driven approach, through in-depth analysis of massive operational data, and combining it with the merchant's daily behavioral preferences, to automatically generate highly targeted and practical task lists. It also provides clear, specific, and targeted decision-making basis, significantly improving the scientific nature of the task list and the accuracy of data decision-making. The specific steps of this application are as follows:
[0061] (1) Data collection: Data is exchanged with the operating system of merchants on the e-commerce platform through the API interface to collect merchants' operating data, including product information, communication information, historical orders, customer information, etc.
[0062] (2) Data analysis: Use machine learning algorithms or large language models to conduct in-depth analysis of the collected data and extract features and information related to the merchant's preset operational goals, such as task revenue information of historical tasks performed by the merchant, the merchant's historical operating data, product parameters, etc.
[0063] (3) Work list generation: Based on the analysis results, a highly targeted and practical task list is automatically generated, including task name, task description, task priority, etc.
[0064] (4) Decision support: Use data visualization tools to present analysis results and task lists to merchants, providing clear, specific and targeted decision-making information to help merchants better formulate and adjust work plans.
[0065] Figure 6A and Figure 6B A schematic diagram of a list of pending tasks in some embodiments is shown. The list of pending tasks includes tasks of three target task types, namely, commodity-related type, marketing type and rule-related type. Taking the commodity-related type tasks as an example, it includes removing zero-effect products from the shelves (task 1) and adding new popular products (task 2), wherein task 1 is determined based on the historical access traffic of the target merchant's products. By analyzing the historical access traffic of the target merchant's products, it can be seen that the target merchant has 9 products that do not bring access traffic (i.e., zero-effect products) during the historical operation cycle. Since the number of zero-effect products will affect the merchant weight, and thus affect the ranking of merchants when users browse products, task 1 is generated in the list of pending tasks to guide users to remove zero-effect products in a timely manner. Task 2 is determined based on the historical access traffic of similar merchants of the target merchant. By analyzing the historical access traffic of similar merchants, it can be seen that the number of visitors of similar merchants has increased significantly due to the execution of the task of adding new popular products during the historical operation cycle. Therefore, task 2 is generated in the list of pending tasks to guide users to add new popular products in a timely manner. As shown in FIG. Figure 6BAs shown, in addition to displaying a list of pending tasks, decision-making basis information can also be displayed on the merchant workbench.
[0066] This application has the following technical effects:
[0067] (1) In-depth analysis of massive operational data: Through intelligent task list generation, in-depth analysis of massive operational data can be conducted to understand the merchant's operational status and user behavior preferences, thereby automatically generating highly targeted and practical task lists.
[0068] (2) Clear goal orientation: Closely focusing on the clear goals set in advance by merchants, providing merchants with clear, specific and targeted decision-making basis, significantly improving the scientific nature of the work list and the accuracy of data decision-making.
[0069] (3) Systematic planning: Break down the goals into specific tasks and action steps to ensure that each link in the process of achieving the goals can be effectively controlled and managed, and the action plan can be continuously adjusted and optimized according to actual conditions to ensure the smooth achievement of the goals.
[0070] (4) Improve work efficiency: It can significantly improve merchants' task execution efficiency, reduce problems such as task omissions and work duplication, and help merchants better cope with the rapid development needs of the modern business environment.
[0071] (5) Strong adaptability: The task list can be automatically modified and adjusted according to changes in market conditions or when merchants temporarily adjust their business strategies, so as to respond to various changes more flexibly.
[0072] An embodiment of the present application further provides a computer device, which comprises at least a memory, a processor, and a computer program stored in the memory and executable on the processor, wherein when the processor executes the program, the method described in any of the aforementioned embodiments is implemented.
[0073] Figure 7 A more specific hardware structure diagram of a computer device provided in an embodiment of the present application is shown. The device may include: a processor 302, a memory 304, an input / output interface 306, a communication interface 308, and a bus 310. The processor 302, the memory 304, the input / output interface 306, and the communication interface 308 are connected to each other within the device via the bus 310.
[0074] The processor 302 can be implemented using a general-purpose central processing unit (CPU), a microprocessor, an application-specific integrated circuit (ASIC), or one or more integrated circuits, and is used to execute relevant programs to implement the technical solutions provided in the embodiments of the present application. The processor 302 may also include a graphics card, which may be an Nvidia Titan X graphics card or a 1080Ti graphics card.
[0075] The memory 304 can be implemented in the form of a read-only memory (ROM), a random access memory (RAM), a static storage device, a dynamic storage device, etc. The memory 304 can store an operating system and other application programs. When the technical solutions provided in the embodiments of the present application are implemented through software or firmware, the relevant program codes are stored in the memory 304 and are called and executed by the processor 302.
[0076] The input / output interface 306 is used to connect to input / output modules to implement information input and output. The input / output modules can be configured as components within the device (not shown in the figure) or can be externally connected to the device to provide corresponding functions. Input devices may include a keyboard, mouse, touch screen, microphone, various sensors, etc., and output devices may include a display, speaker, vibrator, indicator light, etc.
[0077] The communication interface 308 is used to connect to a communication module (not shown) to enable communication between the device and other devices. The communication module can communicate via a wired method (such as USB, network cable, etc.) or a wireless method (such as mobile network, Wi-Fi, Bluetooth, etc.).
[0078] The bus 310 comprises a pathway for transmitting information between the various components of the device, such as the processor 302 , the memory 304 , the input / output interface 306 , and the communication interface 308 .
[0079] It should be noted that although the above device only shows the processor 302, memory 304, input / output interface 306, communication interface 308, and bus 310, in a specific implementation, the device may also include other components necessary for normal operation. In addition, it will be understood by those skilled in the art that the above device may only include the components necessary to implement the embodiments of the present application, and does not necessarily include all the components shown in the figure.
[0080] An embodiment of the present application provides a computer program product, including a computer program, which implements the method described in any embodiment of the present application when executed by a processor.
[0081] An embodiment of the present application further provides a computer-readable storage medium having a computer program stored thereon, which, when executed by a processor, implements the method described in any of the aforementioned embodiments.
[0082] Computer-readable media include permanent and non-permanent, removable and non-removable media that can be used to store information using any method or technology. Information can be computer-readable instructions, data structures, program modules, or other data. Examples of computer storage media include, but are not limited to, phase change memory (PRAM), static random access memory (SRAM), dynamic random access memory (DRAM), other types of random access memory (RAM), read-only memory (ROM), electrically erasable programmable read-only memory (EEPROM), flash memory or other memory technology, compact disc read-only memory (CD-ROM), digital versatile disc (DVD) or other optical storage, magnetic cassettes, magnetic disk storage or other magnetic storage devices, or any other non-transmission media that can be used to store information that can be accessed by a computer device. As defined herein, computer-readable media does not include transitory media such as modulated data signals and carrier waves.
[0083] Each embodiment in this application is described in a progressive manner, and the same or similar parts between the embodiments can be referred to each other, and each embodiment focuses on the differences from other embodiments. In particular, for the device embodiment, since it is basically similar to the method embodiment, the description is relatively simple, and the relevant parts can be referred to the partial description of the method embodiment. The device embodiment described above is merely illustrative, wherein the modules described as separate components may or may not be physically separated, and the functions of each module can be implemented in the same one or more software and / or hardware when implementing the embodiment of this application. It is also possible to select some or all of the modules according to actual needs to achieve the purpose of the embodiment. Those of ordinary skill in the art can understand and implement it without paying any creative work.
[0084] The above is only a specific implementation of the embodiment of the present application. It should be pointed out that for ordinary technicians in this technical field, several improvements and modifications can be made without departing from the principles of the embodiment of the present application. These improvements and modifications should also be regarded as the scope of protection of the embodiment of the present application.
Claims
1. A method for generating a task list, the method comprising: Obtain the preset operating goals of target merchants on the e-commerce platform; Acquire a pre-established first mapping relationship, where the first mapping relationship is used to represent a correspondence between a type of the preset operation target and a task type related to the type of the preset operation target; Determining a target task type corresponding to the type of the preset operation target based on the first mapping relationship; A to-be-processed task list including tasks of the target task type is generated.
2. The method according to claim 1, wherein the number of the target task types is greater than 1; and generating a to-be-processed task list including tasks of the target task types comprises: Determining the priorities of the tasks of the multiple target task types based on the contributions of the tasks of the multiple target task types to the preset operation goal; Based on the priorities of the tasks of the multiple target task types, a to-be-processed task list including the tasks of the multiple target task types is generated.
3. The method according to claim 1, further comprising: Acquire a pre-established second mapping relationship, where the second mapping relationship is used to represent a correspondence between a task type and an execution role of a task of the task type; Each task in the to-be-processed task list is assigned to a corresponding execution role based on the second mapping relationship.
4. The method according to claim 1, wherein determining the target task type corresponding to the type of the preset operation target based on the first mapping relationship comprises: Determining a candidate task type corresponding to the type of the preset operation target based on the first mapping relationship; The target task type is determined from the candidate task types based on task information of historical tasks performed by the target merchant and / or historical operation data of the target merchant. The method according to claim 4 , wherein the task information includes a task type and / or a task completion degree.
6. The method according to claim 1, further comprising: The task indicators of each task in the to-be-processed task list are estimated based on task revenue information of historical tasks performed by merchants on the e-commerce platform and / or historical operation data of merchants on the e-commerce platform.
7. The method according to claim 6, wherein the merchants on the e-commerce platform include the target merchant and / or similar merchants of the target merchant.
8. The method according to claim 6, wherein the task indicator includes the number of tasks; and the estimating the task indicator of each task in the pending task list based on task revenue information of historical tasks performed by merchants on the e-commerce platform comprises: Determining estimated task revenue information for tasks of the target task type based on task revenue information of historical tasks of each target task type performed by merchants on the e-commerce platform; The number of tasks of each target task type in the to-be-processed task list is estimated based on the estimated task revenue information of the tasks of each target task type and the target value of the preset operation target.
9. The method according to claim 6, wherein the task indicators include commodity parameters of the target commodity for the task; and the estimating the task indicators of each task in the pending task list based on task revenue information of historical tasks performed by merchants on the e-commerce platform includes: Obtain product parameters of similar products of the target product; The commodity parameters of the target commodity processed by each task in the to-be-processed task list are estimated based on the commodity parameters of similar commodities of the target commodity.
10. The method according to claim 6, further comprising: Generate decision basis information based on task revenue information of historical tasks performed by merchants on the e-commerce platform and / or historical operating data of merchants on the e-commerce platform, wherein the decision basis information is used to indicate the basis for generating each task in the list of pending tasks; The task indicators of each task in the pending task list and the decision basis information are displayed on the merchant workbench.
11. The method according to claim 1, wherein the preset operation goal includes a plurality of sub-goals; The first mapping relationship includes: A first-level mapping relationship, used to represent the correspondence between a preset operating goal and each sub-goal included in the preset operating goal; and The second-level mapping relationship is used to represent the correspondence between the type of sub-goal and the task type related to the sub-goal type; The determining, based on the first mapping relationship, the target task type corresponding to the type of the preset operation target includes: Determining each sub-goal included in the preset operation goal based on the first-level mapping relationship; The target task type corresponding to each sub-target included in the preset operation target is determined based on the secondary mapping relationship.
12. The method according to claim 1, wherein the number of target task types is greater than 1; the method further comprising: The processing entrances of the tasks of the multiple target task types are displayed on the task processing page of the merchant workbench.
13. A computer-readable storage medium having a computer program stored thereon, wherein when the computer program is executed by a processor, the method according to any one of claims 1 to 12 is implemented.
14. A computer device comprising a memory, a processor, and a computer program stored in the memory and executable on the processor, wherein the processor implements the method according to any one of claims 1 to 12 when executing the computer program.
15. A computer program product comprising a computer program, wherein when the computer program is executed by a processor, the method according to any one of claims 1 to 12 is implemented.