A tobacco intelligent legal education push method and system based on data analysis

Abstract

The present invention proposes a method and system for intelligent legal education push based on data analysis for tobacco, which belongs to the field of artificial intelligence and big data processing technology. The method includes step S100: in response to capturing a legal education keyword, displaying a candidate standard question; S200: if the user clicks on a candidate standard question within a preset time period, the corresponding legal education knowledge is pushed to the user for display; otherwise, the legal education knowledge corresponding to all candidate standard questions is pushed, and the target area corresponding to the legal education keyword is highlighted; S300: based on the user's selection of the highlighted target area, the legal education keyword is regenerated, and the step S100 is returned. The method also includes that if the legal education knowledge cannot be displayed normally, it is used as the legal education knowledge to be updated. While realizing the intelligent push of tobacco legal education knowledge, the present invention can also ensure that the legal education knowledge can be correctly displayed on different user terminals, thereby enhancing the user's enthusiasm and interactivity in participating in the legal education process, and providing a good user experience.

Description

Technical Field

[0001] The present invention belongs to the field of artificial intelligence and big data processing technology, and in particular relates to a method and system for intelligent tobacco legal education push based on data analysis, a computer-readable storage medium for implementing the method, a computer program product, and an electronic device. Background Art

[0002] The publicity of laws and regulations on the tobacco industry is an inevitable requirement for adapting to the development of a society ruled by law, and is also one of the necessary conditions for maintaining the healthy and stable development of the tobacco industry.

[0003] Chinese invention patent application CN202410233291 and Chinese invention patent CN117609632B respectively proposed an online interactive intelligent legal education big data platform and a tobacco legal service method and system based on Internet technology, which allow users to initiate tobacco legal consultation anytime and anywhere, thereby improving the coverage of tobacco legal education. At the same time, the big data system automatically tags user tags to match the corresponding tobacco legal education content, thereby realizing personalized push and accurate legal education.

[0004] With the rise of mobile Internet and the new media era, the above-mentioned simple legal publicity work in the form of text corpus is not attractive enough. Based on text, gradually updated pictures (dynamic pictures, cartoons), videos (short videos, self-media animations), etc. have begun to become the mainstream form of legal publicity. However, multiple display format resources also bring new problems. For example, some legal publicity platforms simply load existing multimedia resource links directly onto the platform without considering whether the resources in the corresponding format can be played normally; some legal publicity knowledge cannot get resource support on some user terminals (clients), which is just a formality, reducing the enthusiasm of user participation and the effect of legal publicity; in addition, when users actively seek legal publicity help, the keywords they enter may not be accurate enough, and the results recommended by the system are not ideal. The existing technology does not provide further improvement processes, and the user experience is not good. Summary of the invention

[0005] The present invention proposes a tobacco intelligent legal education push method and system based on data analysis, a computer-readable storage medium, a computer program product and an electronic device for implementing the method, which are proposed to solve the above-mentioned technical problems.

[0006] In a first aspect of the present invention, a tobacco intelligent legal education push method based on data analysis is proposed, the method is applied to a user end, and the method comprises the following steps:

[0007] S100: In response to capturing at least one popular law keyword, displaying N candidate standard questions; N>2;

[0008] S200: If the user clicks on the candidate standard question within a preset time period, the popular legal knowledge corresponding to the candidate standard question clicked by the user is pushed to the user for display;

[0009] If the user does not click on the candidate standard question within the preset time period, the popular legal knowledge corresponding to each candidate standard question is pushed, and the target area corresponding to the popular legal keyword is highlighted when each popular legal knowledge is displayed;

[0010] S300: regenerating legal knowledge keywords based on the user's selection of at least one highlighted target area, and returning to step S100;

[0011] Among them, the candidate standard questions are preset tobacco legal education questions stored in the tobacco smart legal education corpus; the legal education knowledge corresponding to the candidate standard questions is the tobacco legal education answers matched with the candidate standard questions and associated with the tobacco smart legal education corpus.

[0012] The user terminal is installed with a tobacco smart law popularization push APP;

[0013] When the user opens the tobacco smart legal education push APP, the step S100 captures the legal education keywords on the interactive interface of the APP;

[0014] The legal education keywords are input by the user.

[0015] Each of the N candidate standard questions displayed in step S100 has at least one format tag, and the format tag is used to characterize the displayable format of the popular legal knowledge corresponding to each candidate standard question, and the displayable format includes text, picture or video;

[0016] In step S200, if the user clicks on the candidate standard question within a preset time period, the popular legal knowledge corresponding to the candidate standard question clicked by the user is pushed to the user for display, specifically including:

[0017] If the user clicks on the candidate standard question within a preset time period, the current resource availability of the user terminal is obtained, and based on the resource availability, the popular legal knowledge push in the corresponding display format is selected.

[0018] In step S200, if the user does not click on the candidate standard question within the preset time period, the popular legal knowledge corresponding to each candidate standard question is pushed, and the target area corresponding to the popular legal keyword is highlighted when each popular legal knowledge is displayed, specifically including:

[0019] If the popular legal knowledge corresponding to the pushed candidate standard question is in text format, then displaying the popular legal knowledge in text format and at the same time displaying the target text area corresponding to the popular legal knowledge keyword;

[0020] If the popular legal knowledge corresponding to the pushed candidate standard question is a video, the target barrage corresponding to the popular legal knowledge keyword is highlighted while playing the popular legal knowledge in video format.

[0021] The step S200 pushes the popular legal knowledge corresponding to the candidate standard question clicked by the user to the user for display if the user clicks the candidate standard question within a preset time period, and also includes:

[0022] If the user clicks on the first candidate standard question within the preset time period, but the current resource availability of the user terminal does not support the display format of the popular legal knowledge corresponding to the first candidate standard question, the popular legal knowledge corresponding to the first candidate standard question will be fed back to the management terminal as the popular legal knowledge to be updated, and the resource availability of the user terminal will be submitted at the same time.

[0023] In the second aspect of the present invention, a tobacco smart legal education push method based on data analysis applied to a management end is also proposed, and the management end regularly adds new candidate standard questions and corresponding legal education knowledge to the tobacco smart legal education corpus.

[0024] The method comprises the following steps:

[0025] S110: receiving the legal knowledge to be updated and the resource availability of each user terminal fed back by multiple user terminals;

[0026] S120: updating the display format of the legal knowledge to be updated in the tobacco smart legal knowledge database according to the available resources of each user terminal;

[0027] S130: When the user terminal regenerates the popularization of law keywords, M candidate standard questions are displayed, where M>2; each of the candidate standard questions has at least one format tag, and the format tag is used to characterize the displayable format of the popularization of law knowledge corresponding to each candidate standard question, and the displayable format includes text, picture or video;

[0028] S140: If the user clicks on the format label corresponding to the second candidate standard question within a preset time period, selecting the popular legal knowledge in the corresponding display format to be pushed to the user terminal;

[0029] S150: Determine whether the popular legal knowledge in the corresponding display format can be normally displayed on the user terminal. If not, use the popular legal knowledge in the corresponding display format as the popular legal knowledge to be updated.

[0030] In a third aspect of the present invention, the method may be implemented by a system, a server, a cluster, etc., including a cluster or combination of physical machines, virtual machines, and electronic equipment devices.

[0031] Taking a system as an example, the system includes a management terminal and multiple user terminals, and the user terminals communicate wirelessly with the management terminal;

[0032] When a certain piece of legal knowledge cannot be displayed normally on the user terminal, the user terminal feeds back the legal knowledge as legal knowledge to be updated to the management terminal;

[0033] The legal knowledge is pushed to the user terminal by the tobacco smart legal knowledge database maintained and updated by the management terminal when the user of the user terminal enters a legal knowledge keyword and clicks on at least one candidate standard question within a preset time period;

[0034] If the user does not click on any candidate standard question within a preset time period after entering the popular legal knowledge keyword, the popular legal knowledge corresponding to each candidate standard question is pushed, and the target area corresponding to the popular legal knowledge keyword is highlighted when displaying each popular legal knowledge;

[0035] The management end regenerates at least one legal education keyword based on the user's selection of at least one highlighted target area and pushes it to the user for selection.

[0036] The management terminal detects whether the first legal knowledge pushed to the user terminal can be displayed normally;

[0037] When it cannot be displayed normally, the first popular legal knowledge will be used as the popular legal knowledge to be updated.

[0038] The two aforementioned tobacco intelligent legal education push methods based on data analysis can be automatically implemented through various forms of electronic devices through computer program instructions; the computer program instructions can be stored in different forms of storage media and loaded into computer electronic devices for execution.

[0039] Therefore, in the fourth aspect of the present invention, a computer-readable storage medium is also provided for storing computer instructions. When the computer instructions are executed on an electronic device, the electronic device executes a tobacco intelligent legal education push method based on data analysis according to the above two aspects.

[0040] In the fifth aspect of the present invention, a computer device is also proposed, which includes a processor and a memory, the memory is used to store instructions, and the processor is used to call the instructions in the memory, so that the computer device executes a tobacco smart legal education push method based on data analysis in the above two aspects.

[0041] In the sixth aspect of the present invention, a computer program product is also proposed, which includes a computer program. When the computer program is executed, a tobacco smart legal education push method based on data analysis in the above two aspects is implemented.

[0042] The present invention not only realizes the intelligent push of tobacco legal knowledge, but also ensures that the legal knowledge can be correctly displayed on different user terminals, thereby improving the enthusiasm and interactivity of users in participating in the legal knowledge popularization process, and providing a good user experience, which is at least reflected in the following aspects:

[0043] (1) When there are N candidate standard questions displayed based on the popular legal knowledge keywords input by the user that meet the user's expectations (at this time, the user clicks on the candidate standard question within a preset time period), the popular legal knowledge corresponding to the candidate standard question clicked by the user can be directly pushed to the user for display; and when all N candidate standard questions do not meet the user's expectations, it indicates that the popular legal knowledge keywords currently input by the user may not be accurate enough, too vague, or there are many options but none of them really meet the user's expectations (at this time, the user will not click on the candidate standard question within the preset time period). In view of this situation, the present invention is improved to push the popular legal knowledge corresponding to each candidate standard question if the user does not click on the candidate standard question within the preset time period, and highlight the target area corresponding to the popular legal knowledge keyword when displaying each popular legal knowledge, so as to display the content that meets the user's expectations to the greatest extent. At the same time, if the user has further interactive operations, the popular legal knowledge keywords are further regenerated based on the user's selection of at least one highlighted target area, and the candidate standard questions are continuously updated and recommended, so as to ensure that the recommendation results gradually approach the user's expectations.

[0044] (2) The technical solution of the present invention provides at least one display format for each piece of popular legal knowledge to be displayed, and the system can automatically select popular legal knowledge of a matching format to be pushed based on the available resources of the user end, or the user can actively select popular legal knowledge of a corresponding format, thereby meeting the user's personalized needs;

[0045] (3) When a certain format of legal knowledge cannot be displayed normally, the user end can actively report it to the management end, or the management end can actively detect the display effect of the legal knowledge on the user end each time, thereby determining the legal knowledge to be updated, so that the management end can timely update the display method of the legal knowledge in the tobacco smart legal knowledge database, thereby enhancing user participation enthusiasm and legal knowledge effect.

[0046] Further advantages of the present invention will be further reflected in detail in the specific embodiments section in conjunction with the drawings of the specification. BRIEF DESCRIPTION OF THE DRAWINGS

[0047] In order to more clearly illustrate the embodiments of the present invention or the technical solutions in the prior art, the drawings required for use in the embodiments will be briefly introduced below. Obviously, the drawings described below are only some embodiments of the present invention. For ordinary technicians in this field, other drawings can be obtained based on these drawings without paying creative work.

[0048] Figure 1 It is a main flow chart of a tobacco intelligent legal education push method based on data analysis executed by a user terminal of an embodiment of the present invention.

[0049] Figure 2 It is a schematic diagram of a portion of the display interface of a user terminal according to an embodiment of the present invention.

[0050] Figure 3 It is a schematic diagram of an interface that highlights part of the target area on the user side.

[0051] Figure 4 It is a main flow chart of a tobacco intelligent legal education push method based on data analysis executed by a management end of an embodiment of the present invention.

[0052] Figure 5 It is a schematic diagram of the structural composition of a tobacco intelligent legal education push system based on data analysis according to an embodiment of the present invention.

[0053] Figure 6 Is implemented Figure 1 or Figure 4 Schematic diagram of computer-readable storage media and electronic devices for the method steps / processes. DETAILED DESCRIPTION

[0054] Here, exemplary embodiments will be described in detail, examples of which are shown in the accompanying drawings. When the following description refers to the drawings, unless otherwise indicated, the same numbers in different drawings represent the same or similar elements. The embodiments described in the following exemplary embodiments do not represent all embodiments that are the same as the present application.

[0055] Figure 1 It is a main flow chart of a tobacco intelligent legal education push method based on data analysis executed by a user terminal of Example 1 of the present invention.

[0056] exist Figure 1 The method is described in the example of executing the method at the user end. Of course, the method of the present invention can also be executed at the management end.

[0057] It can be understood that "on the user side" here refers to the perspective of the user interface, not that all steps of the method are executed on the user side; "on the management side" also refers to the perspective of the administrator interface, not that all steps are executed on the management side.

[0058] Users on the user side can be understood as the objects of legal education, that is, people who want to learn about tobacco legal knowledge; users on the management side are administrators, that is, staff and managers who implement legal education, who are responsible for publishing and updating the tobacco legal knowledge that they want to popularize.

[0059] Figure 1 The method is applied to a user end, and the method comprises the following steps (for ease of reading, the step numbers are omitted in the drawings of the relevant method embodiments):

[0060] S100: In response to capturing at least one popular law keyword, displaying N candidate standard questions; N>2;

[0061] S200: If the user clicks on the candidate standard question within a preset time period, the popular legal knowledge corresponding to the candidate standard question clicked by the user is pushed to the user for display;

[0062] If the user does not click on the candidate standard question within the preset time period, the popular legal knowledge corresponding to each candidate standard question is pushed, and the target area corresponding to the popular legal keyword is highlighted when each popular legal knowledge is displayed;

[0063] S300: regenerating legal knowledge keywords based on the user's selection of at least one highlighted target area, and returning to step S100;

[0064] Among them, the candidate standard questions are preset tobacco legal education questions stored in the tobacco smart legal education corpus; the legal education knowledge corresponding to the candidate standard questions is the tobacco legal education answers matched with the candidate standard questions and associated with the tobacco smart legal education corpus.

[0065] In a more specific embodiment, the user terminal is installed with a tobacco smart law popularization push APP;

[0066] When the user opens the tobacco smart legal education push APP, the step S100 captures the legal education keywords on the interactive interface of the APP;

[0067] The legal education keywords are input by the user.

[0068] Figure 2 It is a schematic diagram of a part of the display interface of the user terminal used in the present invention.

[0069] by Figure 2 For example, Figure 1The various steps are described below.

[0070] Step S100: In response to capturing at least one popular legal knowledge keyword, N candidate standard questions are displayed; N>2;

[0071] Figure 2 In the first query, the user can enter the popularization of law query keyword "query sales" in the human-machine query interface of the user end. Of course, the user can enter more keywords (for example, "query tobacco sales regulations") or fewer keywords ("retail"). The present invention does not specifically limit the way in which the user enters the popularization of law keywords, which can be text input, touch input, selection input or voice input.

[0072] If it is not the first time for the user to conduct legal education on the APP, that is, it is not the first query, the APP can predict the user's current query needs based on the current operations of the user end, and automatically generate at least one relevant legal education keyword.

[0073] For example, based on the current data operations on the user side, including scanning operations (scanning tobacco product barcode operations) and payment operations (opening payment codes to collect payment and reading operations), it is determined that the user is in a sales scenario. At this time, if the user opens the tobacco smart legal education push APP, the APP automatically generates query keywords related to sales.

[0074] Therefore, the step S100 preferably further includes:

[0075] Based on the current operations of the user, the APP predicts the user's current operation scenario and query needs, and automatically generates at least one relevant legal knowledge keyword.

[0076] Based on at least one legal education keyword, N candidate standard questions are displayed, and the N candidate standard questions correspond to the legal education keyword.

[0077] exist Figure 2 In the example, at least three candidate standard questions are shown, and Q1 / Q2 / Q3 are marked with candidate boxes as follows:

[0078] Q1 Check tobacco sales regulations;

[0079] Q2 Check advertising sales regulations;

[0080] Q3 Check the sales prohibition regulations;

[0081] If in the current scenario, the user does want to query one of Q1-Q3, for example, the user's expected query is "Q3 query sales prohibition regulations", then the user can directly click on the candidate box mark Q3. At this time, a branch of step S200 is executed, "If the user clicks on the candidate standard question within a preset time period, the popular legal knowledge corresponding to the candidate standard question clicked by the user is pushed to the user for display."

[0082] The above branches are obviously ideal situations, which are similar to the principles of similar existing technologies (such as online human-computer interaction systems, online robot chat systems, online robot customer service systems, etc.), which can only provide similar or fuzzy options.

[0083] However, once all options (Q1 / Q2 / Q3) do not meet user expectations, existing technologies (such as online robot customer service systems) cannot continue to process and can only provide the option of transferring to manual service. However, in the popularization of law scenario, there will be no so-called "transfer to manual service" scenario. All popularization of law processes should be automatically activated, automatically pushed, and meet user expectations.

[0084] To this end, the first improvement of the present invention is as follows:

[0085] In step S200, if the user does not click on the candidate standard question within the preset time period, the popular legal knowledge corresponding to each candidate standard question is pushed, and the target area corresponding to the popular legal keyword is highlighted when each popular legal knowledge is displayed;

[0086] Next, step S300 is executed to regenerate legal knowledge keywords based on the user's selection of at least one highlighted target area, and the process returns to step S100 .

[0087] In this scenario, when all N candidate standard questions do not meet the user's expectations, it indicates that the popular legal knowledge keywords currently input by the user may not be accurate enough, too vague, or there are too many options but none of them really meet the user's expectations (at this time, the user will not click on the candidate standard question within the preset time period). In response to this situation, the present invention is improved to push the popular legal knowledge corresponding to each candidate standard question if the user does not click on the candidate standard question within the preset time period, and highlight the target area corresponding to the popular legal knowledge keyword when displaying each popular legal knowledge, so as to display the content that meets the user's expectations to the greatest extent. At the same time, if the user has further interactive operations, the popular legal knowledge keywords are further regenerated based on the user's selection of at least one highlighted target area, and the candidate standard questions are continued to be updated and recommended, thereby ensuring that the recommendation results gradually approach the user's expectations.

[0088] Furthermore, with the rise of mobile Internet and the new media era, simple legal publicity work in the form of text materials is not attractive enough. Text-based, gradually updated pictures (dynamic pictures, cartoons), videos (short videos, self-media animations), etc. have begun to become the mainstream form of legal publicity.

[0089] Therefore, in Figure 2 It is further shown that each of the N candidate standard questions displayed in step S100 carries at least one format tag, and the format tag is used to characterize the displayable format of the popular legal knowledge corresponding to each candidate standard question, and the displayable format includes text, picture or video.

[0090] by Figure 2 For example, the candidate standard questions corresponding to the candidate box labels Q1 / Q2 / Q3 provide three, two, and one display formats respectively. Therefore, the corresponding Q1 / Q2 / Q3 have 3, 2, and 1 format labels respectively.

[0091] Among them, the candidate standard question corresponding to the candidate box mark Q1 has three format tags, indicating that the popular legal knowledge answer corresponding to the candidate standard question corresponding to the candidate box mark Q1 provides three displayable formats, including text 1, picture 2 or video 3. The introductions of other candidate box marks Q2 and Q3 are similar.

[0092] The following embodiment is introduced by taking the candidate standard question corresponding to the candidate box mark Q1 as an example.

[0093] At this time, if the user clicks on the candidate standard question within the preset time period, the step S200 pushes the popular legal knowledge corresponding to the candidate standard question clicked by the user to the user for display, specifically including:

[0094] If the user clicks on the candidate standard question within a preset time period, the current resource availability of the user terminal is obtained, and based on the resource availability, the popular legal knowledge push in the corresponding display format is selected.

[0095] In one case, if the user clicks on the candidate standard question within a preset time period, the following two methods are included:

[0096] (1) The user clicks on the candidate box area or candidate mark Q1 / Q2 / Q3 where the candidate standard question is located, but does not specifically click on the format label. This means that the user has not limited the display format of the popular legal knowledge corresponding to the candidate standard question. In this case, the system will automatically give the best option.

[0097] Specifically, the system obtains the current resource availability of the user terminal, and based on the resource availability, selects the corresponding display format for pushing legal knowledge.

[0098] The current resource availability of the user end, including hardware resources such as video memory, memory or cache, and remaining power, as well as software resources such as the number of running processes and threads, in order to determine the format in which the popular legal knowledge should be pushed and displayed (if there are multiple options) under the current resource availability;

[0099] (2) Scenario 2: The user clicks the format label corresponding to the candidate box area where the candidate standard question is located.

[0100] by Figure 2 Take the candidate tag Q1 as an example, it supports three display formats: text 1, picture 2 or video 3.

[0101] If the user clicks on video 3, the system will push legal knowledge in video format to the user.

[0102] In actual applications, regardless of situation (1) or situation (2), there may be situations where popular legal knowledge cannot be displayed normally. The reasons for this can be divided into two categories:

[0103] 1. The system resources on the client side are insufficient to display the currently supported formats.

[0104] (ii) The user's system resources are sufficient, but the format of the popular legal knowledge to be displayed is incomplete (illegal, invalid link), and only one display format is provided, which does not meet the resource requirements of most terminals.

[0105] It can be seen that although providing resources in multiple display formats enriches the knowledge base, it also brings new problems. For example, some legal education platforms simply load existing multimedia resource links directly onto the platform without considering whether resources in the corresponding format can be played normally; some legal education knowledge does not receive resource support on some user ends (clients), and becomes a formality, which reduces user participation enthusiasm and legal education effectiveness.

[0106] To address this problem, the present invention makes further improvements as follows: when a certain format of legal knowledge cannot be displayed normally, the user end can actively report it to the management end, or the management end can actively detect the display effect of the legal knowledge on the user end each time, thereby determining the legal knowledge to be updated, so that the management end can timely update the display method of the legal knowledge in the tobacco smart legal knowledge database, thereby enhancing user participation enthusiasm and legal education effects.

[0107] Specifically, in the first click mode, step S200 is implemented as follows:

[0108] If the user clicks on the first candidate standard question within a preset time period, and the first candidate standard question provides multiple format tags, then obtaining the current resource availability of the user terminal, and selecting the first popular legal knowledge push corresponding to the display format based on the resource availability;

[0109] Preferably, when the first candidate standard question provides multiple format tags, it at least includes a text tag. Therefore, it is at least ensured that the first legal knowledge in the text display format can be displayed normally on the user side, because the display resource requirements required by the text format are the lowest and general smart phones can meet the requirements.

[0110] If the user clicks on the second candidate standard question within the preset time period, and the second candidate standard question is only configured with one format tag, the current resource availability of the user terminal is obtained; when the current resource availability of the user terminal does not support the normal display of the popular legal knowledge corresponding to the second candidate standard question, the popular legal knowledge corresponding to the second candidate standard question is fed back to the management terminal as the popular legal knowledge to be updated.

[0111] In this case, the second candidate standard question may only be configured with one format tag, which may be an image or video, such as a high-resolution image, a video link, etc., but not a text format. If the available resources on the user end are insufficient and cannot support the opening of the above-mentioned image or video, it means that the current user cannot learn the popular legal knowledge, which affects the user's participation and enthusiasm.

[0112] In view of this situation, the present invention believes that the display method of the popular legal knowledge corresponding to the second candidate standard question should be improved, such as adding text format, compressing video or image, etc., to meet the limited resource requirements of the user end.

[0113] Corresponding to the first click mode, in the second click mode, step S200 is implemented as follows:

[0114] If the user clicks on the format label corresponding to the candidate box area where the third candidate standard question is located within a preset time period, the popular legal knowledge in the display format corresponding to the format label is pushed to the user terminal, and it is detected whether the popular legal knowledge in the corresponding display format can be normally displayed on the user terminal;

[0115] If not, the popular legal knowledge in the corresponding display format is used as the popular legal knowledge to be updated, and the resource availability of the user terminal is submitted to the management terminal.

[0116] It can be seen that the present invention processes the first click mode and the second click mode differently, and improves the user experience of different groups of people respectively.

[0117] In the first click mode, the focus is on "can be displayed". At this time, the tobacco smart legal knowledge push APP provided by the management end is required to be able to complete the most basic display function (for example, ensuring that each piece of legal knowledge is displayed in text format);

[0118] In the second click mode, the focus is on "better display", which can further meet the user's personalized display needs. For example, if the user prefers to watch videos or images, the legal knowledge should also provide display options in video or image formats, and ensure that the display options are effective and can be adapted to most user terminal resources.

[0119] When the display option selected by the user is invalid (it is detected that the popular legal knowledge in the corresponding display format cannot be displayed normally on the user end), the management end will provide corresponding improvement and update measures based on the actual situation.

[0120] Specifically, if the user clicks on the format label corresponding to the candidate box area where the third candidate standard question is located within a preset time period, the popular legal knowledge in the display format corresponding to the format label is pushed to the user terminal, and it is detected whether the popular legal knowledge in the corresponding display format can be displayed normally on the user terminal;

[0121] If not, the popular legal knowledge in the corresponding display format is used as the popular legal knowledge to be updated, and the resource availability of the user terminal is submitted to the management terminal;

[0122] After determining the popular legal knowledge to be updated, the management end provides feedback and update measures according to the resource availability of the user end submitted;

[0123] For example, when it is detected that the resource availability of the user terminal does not meet the minimum resource requirement, a feedback prompt is given to the user terminal, prompting the user terminal to clean up the memory to free up more available resources;

[0124] When it is detected that the resource availability of the user terminal meets the minimum resource requirements, the current display mode of the legal knowledge to be updated is updated, such as compressing the image, editing the video, converting the format, etc., to ensure that the image or video can be displayed normally on the user terminal that meets the minimum resource requirements.

[0125] It can be understood that the minimum resource requirement here can be determined by the management end based on historical experience, for example, based on the average value of resource availability of most user ends.

[0126] After the above improvements, when a certain format of legal knowledge cannot be displayed normally, the user end can actively report it to the management end, or the management end can actively detect the display effect of the legal knowledge on the user end each time, thereby determining the legal knowledge to be updated, so that the management end can timely update the display method of the legal knowledge in the Tobacco Smart Legal Education Database, thereby enhancing user participation enthusiasm and legal education effects.

[0127] Next, in Figure 1 On the basis of Figure 3 .

[0128] When all N candidate standard questions do not meet the user's expectations, it means that the popular legal keywords currently input by the user may not be accurate enough, too vague, or there are many options but none of them really meets the user's expectations (at this time, the user will not click on the candidate standard questions within the preset time period).

[0129] In response to this situation, the present invention is improved so that if the user does not click on the candidate standard question within the preset time period, the popular legal knowledge corresponding to each candidate standard question will be pushed, and the target area corresponding to the popular legal keyword will be highlighted when displaying each popular legal knowledge, so as to display the content that meets the user's expectations to the greatest extent.

[0130] Specifically, if the popular legal knowledge corresponding to the pushed candidate standard question is text, the target text area corresponding to the popular legal knowledge in text format is displayed at the same time; for example Figure 3 The highlighted area in the text format is AAAA;

[0131] If the popular legal knowledge corresponding to the pushed candidate standard question is a video, the target bullet screen corresponding to the popular legal knowledge keyword is highlighted while playing the popular legal knowledge in video format, for example Figure 3 The barrage Q shown;

[0132] If the popular legal knowledge corresponding to the pushed candidate standard question is a picture, the image object in the picture is highlighted while the picture is displayed, for example Figure 3 The picture object B shown, the picture object may specifically be a specific person, a specific scene, etc. of the picture that has been displayed.

[0133] The highlighted objects are target areas that are more closely related to the popular law keywords, so that users can further select or combine these target areas to form more accurate popular law keywords.

[0134] Therefore, based on further interactive operations of the user, and further based on the user's selection of at least one highlighted target area, the legal knowledge keywords can be regenerated, and the candidate standard questions can be updated and recommended continuously, thereby ensuring that the recommendation results gradually approach the user's expectations.

[0135] Preferably, if the user does not click on the candidate standard question within a preset time period, the popular legal knowledge in each display format corresponding to each candidate standard question is pushed in turn and displayed or played, and the target area corresponding to the popular legal knowledge keyword is highlighted during the display or playback process, and the user's selection operation on at least one highlighted target area is detected and stored in the interactive data area;

[0136] When all display formats of the popular legal knowledge corresponding to all candidate standard questions are displayed or played, the highlighted target areas corresponding to all selection operations of the user stored in the interactive data area are obtained, the popular legal knowledge keywords are regenerated, and the process returns to step S100.

[0137] In this process, the embodiments of the present invention can give the current user the greatest scope of inspiration for selecting or generating search keywords for popular legal knowledge, thereby gradually approaching the user's original expectations. Since the object highlighted each time is already a target area that is more closely related to the popular legal knowledge keyword, this process is more in line with the actual human-computer interaction process. Practical verification shows that this processing method is more efficient, and usually enables users to quickly and accurately find the required popular legal knowledge within three attempts.

[0138] Figure 1-Figure 3 The embodiment introduces the implementation process of the tobacco intelligent legal education push method based on data analysis described in the present invention from the perspective of the user interface.

[0139] Next, see Figure 4 , Figure 4 It is a main flow chart of a tobacco intelligent legal education push method based on data analysis executed by a management end of an embodiment of the present invention.

[0140] exist Figure 4 In the method, the method is applied to the management end and comprises the following steps:

[0141] S110: receiving the legal knowledge to be updated and the resource availability of each user terminal fed back by multiple user terminals;

[0142] S120: updating the display format of the legal knowledge to be updated in the tobacco smart legal knowledge database according to the available resources of each user terminal;

[0143] S130: When the user terminal regenerates the popularization of law keywords, M candidate standard questions are displayed, where M>2; each of the candidate standard questions has at least one format tag, and the format tag is used to characterize the displayable format of the popularization of law knowledge corresponding to each candidate standard question, and the displayable format includes text, picture or video;

[0144] S140: If the user clicks on the format label corresponding to the second candidate standard question within a preset time period, the popular legal knowledge in the corresponding display format is selected and pushed to the user terminal;

[0145] S150: Determine whether the popular legal knowledge in the corresponding display format can be normally displayed on the user terminal. If not, use the popular legal knowledge in the corresponding display format as the popular legal knowledge to be updated.

[0146] The management end regularly adds new candidate standard questions and corresponding legal knowledge to the tobacco smart legal education database.

[0147] The adding of new candidate standard questions and corresponding popular legal knowledge also includes:

[0148] Adjust the display method of the popular legal knowledge corresponding to the existing candidate standard questions, including adding the display format of the popular legal knowledge corresponding to the existing candidate standard questions, adjusting the current data display format of the popular legal knowledge corresponding to the existing candidate standard questions (for example, converting the current first video format to the second video display format), the current data display size (for example, compressing the current image resolution, clipping and splitting the currently displayed video), etc.

[0149] As mentioned above, "on the user side" refers to the perspective of the user interface, not that all steps of the method are executed on the user side; "on the management side" also refers to the perspective of the administrator interface, not that all steps are executed on the management side.

[0150] therefore, Figure 4 Examples and Figure 1 The embodiments of the present invention are actually related to each other in some steps, and the two can refer to each other.

[0151] Preferably, Figure 4 The method is to Figure 1 The continuation of the method, i.e. execution Figure 1 After the example, continue to execute Figure 4 Embodiment, namely steps S100-S200-S110-S120-S130-S140-S150-S300, that is, in Figure 1 After determining the popular legal knowledge to be updated in the embodiment of Figure 4 The method steps continue to be executed.

[0152] Based on the above method embodiment, the following describes Figure 5 , Figure 5 It is a schematic diagram of the structural composition of a tobacco intelligent legal education push system based on data analysis according to an embodiment of the present invention.

[0153] exist Figure 5In the figure, a tobacco smart law popularization push system based on data analysis is shown, the system includes a management end and multiple user ends, the user end wirelessly communicates with the management end, and the management end is connected to the tobacco smart law popularization corpus and maintains it.

[0154] When a certain piece of legal knowledge cannot be displayed normally on the user terminal, the user terminal feeds back the legal knowledge as legal knowledge to be updated to the management terminal;

[0155] The legal knowledge is pushed to the user terminal by the tobacco smart legal knowledge database maintained and updated by the management terminal when the user of the user terminal enters a legal knowledge keyword and clicks on at least one candidate standard question within a preset time period;

[0156] If the user does not click on any candidate standard question within a preset time period after entering the popular legal knowledge keyword, the popular legal knowledge corresponding to each candidate standard question is pushed, and the target area corresponding to the popular legal knowledge keyword is highlighted when displaying each popular legal knowledge;

[0157] The management end regenerates at least one legal education keyword based on the user's selection of at least one highlighted target area and pushes it to the user for selection.

[0158] The principles and corresponding effects of the system embodiment can be found in the corresponding steps of the aforementioned method embodiment, and the present invention will not be repeated here.

[0159] In the above introduction, as those skilled in the art will appreciate, the block diagrams shown in the accompanying drawings are merely functional entities and do not necessarily correspond to physically independent entities. That is, these functional entities may be implemented in software form, or implemented in one or more hardware modules or integrated circuits, or implemented in different networks and / or processor devices and / or microcontroller devices.

[0160] The steps of the method or algorithm described in conjunction with the embodiments disclosed herein may be implemented directly using hardware, a software module executed by a processor, or a combination of the two. The software module may be placed in a random access memory (RAM), a memory, a read-only memory (ROM), an electrically programmable ROM, an electrically erasable programmable ROM, a register, a hard disk, a removable disk, a CD-ROM, or any other form of storage medium known in the art.

[0161] Therefore, more embodiments also include Figure 6 A computer-readable storage medium and an electronic device are provided, on which a computer program is stored. When the computer program is executed by an electronic device including a processor, the steps of a tobacco smart legal education push method based on data analysis as described in the above embodiment are implemented.

[0162] The foregoing has shown and described the method embodiments and system of the present invention, but it will be appreciated by those skilled in the art that various changes, modifications, substitutions and variations may be made to these embodiments without departing from the principles and spirit of the present invention.

Claims

1. A tobacco intelligent legal education push method based on data analysis, the method is applied to the user end, characterized in that: The method comprises the following steps: S100: In response to capturing at least one popular law keyword, displaying N candidate standard questions; N>2; S200: If the user clicks on the candidate standard question within a preset time period, the popular legal knowledge corresponding to the candidate standard question clicked by the user is pushed to the user for display; If the user does not click on the candidate standard question within the preset time period, the popular legal knowledge corresponding to each candidate standard question is pushed, and the target area corresponding to the popular legal keyword is highlighted when each popular legal knowledge is displayed; S300: regenerating legal knowledge keywords based on the user's selection of at least one highlighted target area, and returning to step S100; The candidate standard questions are preset tobacco law popularization questions stored in the tobacco smart law popularization corpus; the legal knowledge corresponding to the candidate standard questions is the tobacco law popularization answers matched with the candidate standard questions and stored in the tobacco smart law popularization corpus; Each of the N candidate standard questions displayed in step S100 has at least one format tag, and the format tag is used to characterize the displayable format of the popular legal knowledge corresponding to each candidate standard question, and the displayable format includes text, picture or video; In step S200, if the user clicks on the candidate standard question within a preset time period, the popular legal knowledge corresponding to the candidate standard question clicked by the user is pushed to the user for display, specifically including: If the user clicks on the candidate standard question within the preset time period, the following two methods are available: Scenario 1: The user clicks on the candidate box area where the candidate standard question is located or the candidate mark Q1 / Q2 / Q3, but does not specifically click on the format label. The system obtains the current resource availability of the user terminal and selects the corresponding display format for the popular legal knowledge push based on the resource availability. The current resource availability of the user terminal includes hardware resources such as video memory, memory or cache, and remaining power, and also includes software resources such as the number of processes and threads that have been run. Scenario 2: The user clicks the format label corresponding to the candidate box area where the candidate standard question is located; In the first click mode, step S200 is implemented as follows: If the user clicks on the first candidate standard question within the preset time period, and the first candidate standard question provides multiple format tags, then the current resource availability of the user terminal is obtained, and based on the resource availability, the first popular legal knowledge push corresponding to the display format is selected; if the user clicks on the first candidate standard question within the preset time period, but the current resource availability of the user terminal does not support the display format of the popular legal knowledge corresponding to the first candidate standard question, then the popular legal knowledge corresponding to the first candidate standard question is fed back to the management terminal as the popular legal knowledge to be updated, and the resource availability of the user terminal is submitted at the same time; If the user clicks on the second candidate standard question within the preset time period, and the second candidate standard question is configured with only one format tag, the current resource availability of the user terminal is obtained; when the current resource availability of the user terminal does not support the normal display of the popular legal knowledge corresponding to the second candidate standard question, the popular legal knowledge corresponding to the second candidate standard question is fed back to the management terminal as the popular legal knowledge to be updated; In the second click mode, step S200 is implemented as follows: If the user clicks on the format label corresponding to the candidate frame area where the third candidate standard question is located within a preset time period, the popular legal knowledge in the display format corresponding to the format label is pushed to the user terminal, and it is detected whether the popular legal knowledge in the corresponding display format can be normally displayed on the user terminal; If not, the popular legal knowledge in the corresponding display format is used as the popular legal knowledge to be updated, and the resource availability of the user terminal is submitted to the management terminal; After determining the popular legal knowledge to be updated, the management end provides feedback and update measures according to the resource availability of the user end submitted; In step S200, if the user does not click on the candidate standard question within the preset time period, the popular legal knowledge corresponding to each candidate standard question is pushed, and the target area corresponding to the popular legal keyword is highlighted when each popular legal knowledge is displayed, specifically including: If the popular legal knowledge corresponding to the pushed candidate standard question is in text format, then displaying the popular legal knowledge in text format and at the same time displaying the target text area corresponding to the popular legal knowledge keyword; If the popular legal knowledge corresponding to the pushed candidate standard question is a video, the target bullet screen corresponding to the popular legal knowledge keyword is highlighted while playing the popular legal knowledge in video format; If the popular legal knowledge corresponding to the pushed candidate standard question is a picture, then while displaying the picture, an image object in the picture is highlighted; the highlighted object is already a target area closely related to the popular legal knowledge keyword; If the user does not click on the candidate standard question within the preset time period, the popular legal knowledge in each display format corresponding to each candidate standard question is pushed in turn and displayed or played, and the target area corresponding to the popular legal knowledge keyword is highlighted during the display or playback process, and the user's selection operation on at least one highlighted target area is detected and stored in the interactive data area; When all display formats of the popular legal knowledge corresponding to all candidate standard questions are displayed or played, the highlighted target areas corresponding to all selection operations of the user stored in the interactive data area are obtained, the popular legal knowledge keywords are regenerated, and the process returns to step S100.

2. A tobacco intelligent legal education push method based on data analysis as claimed in claim 1, characterized in that: The user terminal is installed with a tobacco smart law popularization push APP; When the user opens the tobacco smart legal education push APP, the step S100 captures the legal education keywords on the interactive interface of the APP; The legal education keywords are input by the user.

3. A tobacco intelligent legal education push system based on data analysis, the system implements the method according to claim 1, the system comprises a management end and multiple user ends, the user ends communicate wirelessly with the management end, characterized in that: When a certain piece of legal knowledge cannot be displayed normally on the user terminal, the user terminal feeds back the legal knowledge as legal knowledge to be updated to the management terminal; The legal knowledge is pushed to the user terminal by the tobacco smart legal knowledge database maintained and updated by the management terminal when the user of the user terminal enters a legal knowledge keyword and clicks on at least one candidate standard question within a preset time period; If the user does not click on any candidate standard question within a preset time period after entering the popular legal knowledge keyword, the popular legal knowledge corresponding to each candidate standard question is pushed, and the target area corresponding to the popular legal knowledge keyword is highlighted when displaying each popular legal knowledge; The management end regenerates at least one legal education keyword based on the user's selection of at least one highlighted target area and pushes it to the user for selection.

4. A tobacco intelligent legal education push system based on data analysis as claimed in claim 3, characterized in that: The management terminal detects whether the first legal knowledge pushed to the user terminal can be displayed normally; When it cannot be displayed normally, the first popular legal knowledge will be used as the popular legal knowledge to be updated.

5. An electronic device, comprising a memory and a processor, wherein the memory stores computer program instructions, and when the program instructions are executed by the processor, a tobacco intelligent legal education push method based on data analysis as described in any one of claims 1-2 is implemented.

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