Screensaver carousel method, device and equipment for child infusion screen and medium

Abstract

The invention discloses a screensaver carousel method, device and equipment for a child infusion screen and a medium, and relates to the field of artificial intelligence, and the method comprises the steps: judging whether the child infusion screen enters a screensaver mode or not; if the child infusion screen enters the screensaver mode, determining an intelligent recommended screensaver based on historical operation records of the child infusion screen; and obtaining a pre-stored fixed content screensaver, and controlling the child infusion screen to play the intelligent recommendation screensaver and the fixed content screensaver in turn. According to the method, the intelligent recommendation screensaver is generated based on the historical operation record, so that the display content and the individual preference of the child patient form dynamic association, and the content suitability is remarkably improved; and meanwhile, in combination with a carousel mechanism of prestored fixed content screensaver, individual requirements are met, and standardized information output capability is reserved. By means of the technical means of collaborative playing of the two, double functions that a single device simultaneously bears customized service and public information publishing are achieved on the hardware level, and the problem that the information spreading efficiency is low due to screen protection content rigidity is fundamentally solved.

Description

TECHNICAL FIELD

[0001] The present application relates to the technical field of artificial intelligence, and in particular to a child infusion screen screen saver carousel method, device, equipment and medium. BACKGROUND

[0002] In the pediatric medical environment, the infusion process of children is often accompanied by significant anxiety and fear. In order to alleviate such negative experiences and improve patient compliance and comfort, a child infusion screen has emerged. This device is an electronic display terminal designed specifically for hospital pediatric outpatient and ward scenarios, and is usually fixedly deployed at infusion points or has the ability to be used on the move. Its core function is to effectively divert the attention of children by providing age-appropriate animated films, educational videos, and interactive games, and to reduce their psychological stress during infusion.

[0003] In addition to the core entertainment function, the child infusion screen is also considered an important in-hospital information dissemination node. During non-use periods (i.e., when children are not actively operating to watch entertainment content), the device has the potential to display a variety of information, such as hospital image promotion, disease prevention and health popular science knowledge, convenient appointment process guidance, and necessary safety warning prompts. At the same time, playing warm visual images or soothing animations can also play an auxiliary role in beautifying the medical environment and creating an affinity atmosphere, thereby improving the overall medical experience.

[0004] However, there is a significant limitation in the prior art solution: the information carousel content in the screen saver or standby state is usually preset fixed and static. This means that the displayed content cannot be dynamically adjusted and personalized to different user groups (such as children of different ages), different time periods (such as weekdays and holidays, daytime and nighttime), specific medical theme education needs (such as special prevention knowledge during the high incidence season of the epidemic), or real-time information update requirements of the hospital. This rigid mode of content supply results in the inability of the device to fully realize its effectiveness as an information carrier, making it difficult to accurately meet the differentiated information needs of children and their families, and unable to flexibly respond to the hospital's diverse and timely information publishing goals. Therefore, how to realize intelligent adaptation and personalized pushing of the content of the child infusion screen in the standby state has become a key technical problem for improving its overall service value. SUMMARY

[0005] The embodiments of the present application provide a child infusion screen screen saver carousel method, device, equipment and medium, and the technical problem to be solved is how to realize intelligent adaptation and personalized pushing of the content of the child infusion screen in the standby state.

[0006] In a first aspect, the embodiments of the present application provide a child infusion screen screen saver carousel method, which comprises:

[0007] determine whether the child infusion screen enters a screen saver mode;

[0008] If the screen saver mode is entered, determine a smart recommended screen saver based on historical operation records of the child infusion screen;

[0009] obtain a pre-stored fixed content screen saver, and control the child infusion screen to alternately play the smart recommended screen saver and the fixed content screen saver.

[0010] A further technical solution is that the determination of the smart recommended screen saver based on the historical operation records of the child infusion screen comprises:

[0011] collect historical operation records of the child infusion screen in a preset time period before a current time to obtain target historical operation records;

[0012] generate input data based on the target historical operation records;

[0013] determine the smart recommended screen saver based on the input data through a pre-trained content recommendation model.

[0014] A further technical solution is that the generation of the input data based on the target historical operation records comprises:

[0015] perform data desensitization processing on the target historical operation records to obtain desensitized data, and use the desensitized data as the input data.

[0016] A further technical solution is that the control of the child infusion screen to alternately play the smart recommended screen saver and the fixed content screen saver comprises:

[0017] determine playing weights of the smart recommended screen saver and the fixed content screen saver;

[0018] determine proportions of the smart recommended screen saver and the fixed content screen saver based on the playing weights of the smart recommended screen saver and the fixed content screen saver;

[0019] control the child infusion screen to alternately play the smart recommended screen saver and the fixed content screen saver based on the proportions of the smart recommended screen saver and the fixed content screen saver.

[0020] A further technical solution is that a plurality of time periods are pre-set, and the determination of the playing weights of the smart recommended screen saver and the fixed content screen saver comprises:

[0021] determine a target time period in which a current time is located;

[0022] Obtaining a preset time period-weight mapping relationship, determining a playing weight of the intelligent recommendation screensaver and the fixed content screensaver based on the time period-weight mapping relationship and the target time period.

[0023] Further, before the control of the child infusion screen to play the intelligent recommendation screensaver and the fixed content screensaver in turn, the method further comprises:

[0024] Performing child content verification on the intelligent recommendation screensaver and the fixed content screensaver by a pre-trained content verification model.

[0025] Deleting the intelligent recommendation screensaver and / or the fixed content screensaver that fails to pass the child content verification.

[0026] Further, the judgment of whether the child infusion screen enters the screensaver mode comprises:

[0027] Judging whether an idle time of the child infusion screen is greater than a preset idle time threshold;

[0028] If the idle time of the child infusion screen is greater than the preset idle time threshold, it is determined to enter the screensaver mode.

[0029] In a second aspect, the embodiments of the present application further provide a child infusion screen screensaver carousel device, which comprises units for executing the above method.

[0030] In a third aspect, the embodiments of the present application further provide a computer device, which comprises a memory and a processor, the memory has a computer program stored thereon, and the processor implements the above method when executing the computer program.

[0031] In a fourth aspect, the embodiments of the present application further provide a computer readable storage medium, which stores a computer program, and the computer program can implement the above method when executed by a processor.

[0032] The embodiment of the present application provides a child infusion screen screen saver rotation method, device, equipment and medium. Wherein, the method comprises: judging whether the child infusion screen enters a screen saver mode; if entering the screen saver mode, determining an intelligent recommended screen saver based on a historical operation record of the child infusion screen; acquiring a pre-stored fixed content screen saver, and controlling the child infusion screen to play the intelligent recommended screen saver and the fixed content screen saver alternately. In the present application, the intelligent recommended screen saver is generated based on the historical operation record, so that the display content is dynamically associated with the individual preference of the child (such as recommending a related screen saver according to the animation type that the child often watches), and the content adaptability is significantly improved; meanwhile, the rotation mechanism of the pre-stored fixed content screen saver (such as hospital propaganda materials) is combined, so that the individualized demand is met and the standardized information output capability is reserved. The technical means of the cooperative playing of the two realizes the dual functions of bearing customized service and public information publishing of a single device at the hardware level, and fundamentally solves the problem of low information dissemination efficiency caused by the rigidity of the screen saver content. BRIEF DESCRIPTION OF DRAWINGS

[0033] In order to more clearly illustrate the technical solutions of the embodiments of the present application, the drawings needed in the embodiment description will be briefly introduced. Obviously, the drawings in the following description are some embodiments of the present application, and other drawings can be obtained by those skilled in the art without creative labor.

[0034] Figure 1 The flowchart of the child infusion screen screen saver rotation method provided by the embodiment of the present application is shown.

[0035] Figure 2 The schematic block diagram of the computer equipment provided by the embodiment of the present application is shown. DETAILED DESCRIPTION

[0036] The technical solutions in the embodiments of the present application will be described clearly and completely in combination with the drawings in the embodiments of the present application. Obviously, the described embodiments are some embodiments of the present application, not all embodiments. Based on the embodiments in the present application, all other embodiments obtained by those skilled in the art without creative labor are within the protection scope of the present application.

[0037] It should be understood that when used in the specification and the appended claims, the terms "comprise" and "include" indicate the existence of the described features, integers, steps, operations, elements, and / or components, but do not exclude one or more other features, integers, steps, operations, elements, components, and / or sets thereof.

[0038] It should also be understood that the terms used herein are for the purpose of describing particular embodiments and are not intended to limit the application. As used in the specification and the appended claims, the singular forms "a," "an" and "the" are intended to include the plural forms as well, unless the context clearly indicates otherwise.

[0039] It should also be further understood that the term "and / or" as used herein refers to and encompasses any and all possible combinations of one or more of the associated listed items, and that the term "at least one of" denotes one, or a plurality of, or any combination of the listed items.

[0040] As used in the specification and the appended claims, the term "if can be construed to mean "when" or "once," or "in response to determining" or "in response to detecting" depending on the context. Similarly, the phrase "if it is determined" or "if [a described condition or event] is detected" can be construed to mean "once it is determined" or "in response to determining" or "once [the described condition or event] is detected" or "in response to detecting [the described condition or event]," depending on the context.

[0041] Referring to Figure 1 The embodiment of the present application provides a child infusion screen power-saving carousel method, which comprises the following steps:

[0042] S1, determining whether the child infusion screen enters a power-saving mode.

[0043] In specific implementation, the use state of the child infusion screen is acquired, and whether the child infusion screen enters the power-saving mode is determined based on the use state of the child infusion screen. Specifically, the child infusion screen can be controlled to enter the power-saving mode when the child infusion screen is idle.

[0044] For example, in some preferred embodiments, the above step "determining whether the child infusion screen enters the power-saving mode" specifically comprises the following steps: determining whether the idle time of the child infusion screen is greater than a preset idle time threshold; and determining to enter the power-saving mode if the idle time of the child infusion screen is greater than the preset idle time threshold.

[0045] In specific implementation, the idle time threshold can be set by those skilled in the art, and the present application does not specifically limit it, for example, it can be set to 1 min, 2 min, 3 min, 4 min, 5 min, etc. When the idle time of the child infusion screen is greater than the preset idle time threshold, it is determined to enter the power-saving mode, that is, the child infusion screen is controlled to enter the power-saving mode.

[0046] In the embodiments of the present application, the idle time threshold (such as no operation for 1 minute) is used as the screen saver triggering criterion, so that the device working state switching is closely matched with the real use scenario. The quantitative judgment mechanism avoids the interference of premature activation of the screen saver on the operation of the patient, and also prevents energy waste caused by long-term vacancy of the device. Through continuous monitoring of user behavior at the hardware level and threshold comparison, the system resource scheduling efficiency is optimized while the intelligent response of the device is improved, thereby providing a reliable technical foundation for the accurate start and stop of the subsequent carousel function.

[0047] S2, if the screen saver mode is entered, determining the intelligent recommended screen saver based on the historical operation record of the child infusion screen.

[0048] In specific implementation, in order to realize intelligent recommendation, the intelligent recommended screen saver is determined according to the historical operation record of the child infusion screen. The intelligent recommended screen saver can be a picture, a video, and an interactive game, which are not specifically limited in the present application.

[0049] For example, in some preferred embodiments, the step of "determining the intelligent recommended screen saver based on the historical operation record of the child infusion screen" specifically includes the following steps: collecting the historical operation record of the child infusion screen in a preset time length before the current time to obtain a target historical operation record; generating input data based on the target historical operation record; and determining the intelligent recommended screen saver based on the input data through a pre-trained content recommendation model.

[0050] In specific implementation, the preset time length can be set by those skilled in the art, which is not specifically limited in the present application, and can be 20 minutes, 30 minutes, etc. By collecting the historical operation record in the recent period of time, it can be ensured that the operation record is of the same user, thereby improving the accuracy of the recommendation.

[0051] Further, the content recommendation model can be an artificial intelligence model, such as a convolutional neural network model, which is not specifically limited in the present application.

[0052] It can be understood that by pre-training the content recommendation model, it has the ability to output the intelligent recommended screen saver based on the historical operation record (input data), so that when the input data is received, the intelligent recommended screen saver can be accurately output based on the content recommendation model.

[0053] In the present application, the historical operation records within the preset time length are defined as the data source, ensuring that the recommendation basis always reflects the recent behavior characteristics and avoiding the interference of outdated data on the recommendation accuracy. By generating structured input data and inputting the pre-trained recommendation model, the original operation records (such as click frequency and viewing time) are converted into quantifiable feature vectors, enabling the model to deeply mine the implicit rules (for example, identifying the preference differences of specific age groups for cartoon characters). This technology chain converts discrete user behavior into high-dimensional recommendation logic, realizes accurate prediction of the screen saver content under the premise of protecting privacy (only using device-side data), and significantly improves the recommendation efficiency and content appeal compared with artificial preset strategies.

[0054] In some preferred embodiments, the above step "generating input data based on the target historical operation record" specifically includes the following steps: performing data desensitization processing on the target historical operation record to obtain desensitized data, and taking the desensitized data as the input data.

[0055] In specific implementation, by performing data desensitization processing on the target historical operation record, the effective protection of children's information is ensured, and the leakage of children's information is avoided.

[0056] In the embodiments of the present application, the historical operation records are subjected to data desensitization processing (such as blurring the patient's identity, encrypting the operation timestamp, etc.), which fundamentally blocks the risk of sensitive information leakage and meets the mandatory requirements for children's privacy protection in medical scenarios. The desensitized data is directly used as model input, which eliminates privacy risks while retaining the key features of behavior patterns (such as content category preference intensity sequence), ensuring that the recommendation quality is not affected. This technical feature establishes a balance point between privacy security and functional effectiveness, providing a reusable technical paradigm for data compliance processing of medical electronic devices.

[0057] S3, obtaining a pre-stored fixed content screen saver, and controlling the child infusion screen to alternately play the intelligent recommendation screen saver and the fixed content screen saver.

[0058] In specific implementation, the fixed content screen saver is pre-stored, and the fixed content screen saver can include an advertisement screen saver, a promotional screen saver, an operation screen saver, etc., which are not specifically limited by the present application.

[0059] Obtaining a fixed content screen saver, taking the fixed content screen saver and the intelligent recommendation screen saver as carousel content, and controlling the child infusion screen to alternately play the intelligent recommendation screen saver and the fixed content screen saver.

[0060] In some preferred embodiments, the step of "controlling the child infusion screen to play the intelligent recommendation screen saver and the fixed content screen saver alternately" specifically comprises the following steps: determining the playing weight of the intelligent recommendation screen saver and the fixed content screen saver; determining the proportion of the intelligent recommendation screen saver and the fixed content screen saver based on the playing weight of the intelligent recommendation screen saver and the fixed content screen saver; and controlling the child infusion screen to play the intelligent recommendation screen saver and the fixed content screen saver alternately based on the proportion of the intelligent recommendation screen saver and the fixed content screen saver.

[0061] In specific implementation, the playing weight of the intelligent recommendation screen saver and the fixed content screen saver can be preset by a user, or automatically adjusted based on a preset rule, or automatically adjusted based on the current audience of the child infusion screen, and the application does not specifically limit this.

[0062] For example, the viewer picture is collected through the child infusion screen, the audience in the viewer picture is identified (for example, through a pre-trained image recognition model, and the application does not specifically limit this), and the playing weight of the intelligent recommendation screen saver and the fixed content screen saver is determined based on the number / proportion of children in the audience. Specifically, the higher the number / proportion of children, the higher the playing weight of the intelligent recommendation screen saver, and the lower the playing weight of the fixed content screen saver.

[0063] Further, a mapping relationship between the playing weight and the proportion is established in advance, so that the proportion can be directly determined based on the playing weight. The greater the playing weight, the greater the corresponding proportion.

[0064] In the embodiments of the application, the playing weight of the intelligent recommendation and the fixed content is dynamically allocated (for example, the proportion of recommended content is set to 70%), so as to realize flexible regulation and control of the content strategy. The accurate proportion of the two in the rotation cycle is calculated based on the weight, so that the device can not only strengthen the personalized recommendation effect (improve the attention of the sick child), but also guarantee the necessary exposure frequency of key information (such as first aid instructions). The technical solution solves the resource allocation contradiction in the collaborative output of multiple sources of content, optimizes the screen time utilization rate through the proportion control algorithm at the hardware level, and maximizes the information dissemination value in a single rotation cycle.

[0065] In some preferred embodiments, a plurality of time periods are preset, and the step of "determining the playing weight of the intelligent recommendation screen saver and the fixed content screen saver" specifically comprises the following steps: determining a target time period in which the current time is located; obtaining a preset time period-weight mapping relationship, and determining the playing weight of the intelligent recommendation screen saver and the fixed content screen saver based on the time period-weight mapping relationship and the target time period.

[0066] In a specific implementation, the time period can be pre-set by a user, and the application does not specifically limit it, for example, it can be set as four time periods: morning (6:00-12:00), noon (12:00-18:00), evening (18:00-24:00), and midnight (00:00-6:00). The playback weight of the intelligent recommendation screensaver and the fixed content screensaver in each time period is configured respectively. After determining the target time period in which the current time is located, the playback weight of the intelligent recommendation screensaver and the fixed content screensaver can be determined based on the time period-weight mapping relationship and the target time period.

[0067] In the embodiment of the application, the differentiated weight strategy is matched based on the preset time period (such as the midday rest period and the night clinic trough period), so that the content distribution is intelligently linked with the actual operation rhythm of the hospital. For example, the fixed content weight is increased during the daytime peak period to strengthen the visit guidance, and the proportion of entertainment recommendation content is increased at night to relax the environment. Through the pre-configuration mechanism of the time period-weight mapping relationship, the artificial management experience is converted into an executable automatic strategy, which significantly enhances the adaptability of the system to complex scenes and solves the time period content mismatch problem caused by the fixed weight strategy.

[0068] In some preferred embodiments, before the above step of "controlling the child infusion screen to play the intelligent recommendation screensaver and the fixed content screensaver in turn", the method further comprises the following steps: performing child content verification on the intelligent recommendation screensaver and the fixed content screensaver by a pre-trained content verification model; and deleting the intelligent recommendation screensaver and / or the fixed content screensaver that fails to pass the child content verification.

[0069] In a specific implementation, the content verification model can be an artificial intelligence model, such as a convolutional neural network model, and the application does not specifically limit it.

[0070] It can be understood that the content verification model is pre-trained to have the ability to judge whether the intelligent recommendation screensaver and the fixed content screensaver are child content. If the intelligent recommendation screensaver and the fixed content screensaver are not child content, it is determined that the child content verification fails; otherwise, it is determined that the child content verification passes.

[0071] By performing child content verification, it is ensured that all played content is suitable for children to watch, thereby effectively protecting the physical and mental health of minors.

[0072] In the embodiment of the present application, a content verification link (such as identifying violent or inappropriate pictures) performed by a pre-trained model is added before content playing, and a double-level safety barrier is constructed. By intercepting illegal materials (such as misrecommended adult-oriented promotional films) in real time, it is ensured that all output contents meet the child protection standards. This technical feature places the safety control node at the starting end of the playing link, which not only avoids the lag of the traditional scheme relying on manual review, but also eliminates the risk of displaying harmful content from the source, especially ensuring the absolute safety of the information accessed by minors in medical institutions.

[0073] The embodiment of the present application provides a child infusion screen saver carousel method, which is characterized by comprising: judging whether a child infusion screen enters a screen saver mode; if the child infusion screen enters the screen saver mode, determining an intelligent recommended screen saver based on historical operation records of the child infusion screen; obtaining a pre-stored fixed content screen saver, and controlling the child infusion screen to alternately play the intelligent recommended screen saver and the fixed content screen saver. In the present application, the intelligent recommended screen saver is generated based on the historical operation records, so that the display content is dynamically associated with the individual preferences of the child (such as recommending related screen savers according to the types of animations that the child usually watches), which significantly improves the content adaptability; at the same time, the carousel mechanism of the pre-stored fixed content screen saver (such as hospital promotional materials) is combined, which not only meets the individual needs but also retains the standardized information output capability. The technical means of cooperative playing of the two realizes the dual functions of a single device carrying customized services and public information publishing at the hardware level, and fundamentally solves the problem of low information dissemination efficiency caused by the rigidity of screen saver content.

[0074] Corresponding to the above child infusion screen saver carousel method, the present application also provides a child infusion screen saver carousel device. The child infusion screen saver carousel device comprises units for executing the above child infusion screen saver carousel method, and the child infusion screen saver carousel device can be configured in a desktop computer, a tablet computer, a laptop computer, or the like terminal. Specifically, the child infusion screen saver carousel device comprises:

[0075] A judgment unit is configured to judge whether a child infusion screen enters a screen saver mode;

[0076] A determination unit is configured to, if the child infusion screen enters the screen saver mode, determine an intelligent recommended screen saver based on historical operation records of the child infusion screen;

[0077] A control unit is configured to obtain a pre-stored fixed content screen saver, and control the child infusion screen to alternately play the intelligent recommended screen saver and the fixed content screen saver.

[0078] In some preferred embodiments, the determination of the intelligent recommended screen saver based on the historical operation records of the child infusion screen comprises:

[0079] Collect a historical operation record of the child infusion screen at a preset time length before a current time to obtain a target historical operation record;

[0080] Generate input data based on the target historical operation record;

[0081] Determine the intelligent recommendation screensaver based on the input data through the pre-trained content recommendation model.

[0082] In some preferred embodiments, the generating input data based on the target historical operation record comprises:

[0083] Perform data desensitization processing on the target historical operation record to obtain desensitized data, and use the desensitized data as the input data.

[0084] In some preferred embodiments, the controlling the child infusion screen to alternately play the intelligent recommendation screensaver and the fixed content screensaver comprises:

[0085] Determine the playing weights of the intelligent recommendation screensaver and the fixed content screensaver;

[0086] Determine the proportions of the intelligent recommendation screensaver and the fixed content screensaver based on the playing weights of the intelligent recommendation screensaver and the fixed content screensaver;

[0087] Control the child infusion screen to alternately play the intelligent recommendation screensaver and the fixed content screensaver based on the proportions of the intelligent recommendation screensaver and the fixed content screensaver.

[0088] In some preferred embodiments, a plurality of time periods are preset, and the determining the playing weights of the intelligent recommendation screensaver and the fixed content screensaver comprises:

[0089] Determine a target time period in which the current time is located;

[0090] Obtain a preset time period-weight mapping relationship, and determine the playing weights of the intelligent recommendation screensaver and the fixed content screensaver based on the time period-weight mapping relationship and the target time period.

[0091] In some preferred embodiments, the child infusion screen screensaver rotation device further comprises:

[0092] A verification unit configured to perform child content verification on the intelligent recommendation screensaver and the fixed content screensaver through a pre-trained content verification model;

[0093] A deletion unit configured to delete the intelligent recommendation screensaver and / or the fixed content screensaver that fails to pass the child content verification.

[0094] In some preferred embodiments, the determining whether the child infusion screen enters the screen saver mode comprises:

[0095] determining whether the idle time of the child infusion screen is greater than a preset idle time threshold;

[0096] if the idle time of the child infusion screen is greater than the preset idle time threshold, determining to enter the screen saver mode.

[0097] It should be noted that the specific implementation process of the child infusion screen screen saver carousel device and each unit can be clearly understood by those skilled in the art, which can be referred to the corresponding description in the foregoing method embodiments. For the convenience and brevity of description, it will not be repeated here.

[0098] The child infusion screen screen saver carousel device can be implemented in the form of a computer program, which can run on a computer device as shown in the computer device. Figure 2 .

[0099] Please refer to Figure 2 , Figure 2 is a schematic block diagram of a computer device provided by an embodiment of the present application. The computer device 500 can be a terminal or a server, wherein the terminal can be a smart phone, a tablet computer, a notebook computer, a desktop computer, a personal digital assistant, a wearable device, and an electronic device with a communication function. The server can be a stand-alone server or a server cluster composed of multiple servers.

[0100] The computer device 500 includes a processor 502, a memory, and a network interface 505 connected through a system bus 501, wherein the memory can include a non-volatile storage medium 503 and an internal memory 504.

[0101] The non-volatile storage medium 503 can store an operating system 5031 and a computer program 5032. The computer program 5032, when executed, can cause the processor 502 to perform a child infusion screen screen saver carousel method.

[0102] The processor 502 is configured to provide computing and control capabilities to support the operation of the entire computer device 500.

[0103] The internal memory 504 provides an environment for the operation of the computer program 5032 in the non-volatile storage medium 503. The computer program 5032, when executed by the processor 502, can cause the processor 502 to perform a child infusion screen screen saver carousel method.

[0104] The network interface 505 is configured to communicate with other devices via a network. Those skilled in the art can understand that the above structure is only a block diagram of part of the structure related to the scheme of the present application, and does not constitute a limitation on the computer device 500 to which the scheme of the present application is applied. Specifically, the computer device 500 can include more or fewer components than those shown in the figure, or combine certain components, or have a different arrangement of components.

[0105] The processor 502 is configured to run the computer program 5032 stored in the memory to implement the following steps:

[0106] determining whether the child infusion screen enters a screen saver mode;

[0107] If the screen saver mode is entered, determining a smart recommended screen saver based on a historical operation record of the child infusion screen;

[0108] obtaining a pre-stored fixed content screen saver, and controlling the child infusion screen to alternately play the smart recommended screen saver and the fixed content screen saver.

[0109] In some preferred embodiments, the determination of the smart recommended screen saver based on the historical operation record of the child infusion screen comprises:

[0110] collecting a historical operation record of the child infusion screen in a preset time period before a current time to obtain a target historical operation record;

[0111] generating input data based on the target historical operation record;

[0112] determining the smart recommended screen saver based on the input data through a pre-trained content recommendation model.

[0113] In some preferred embodiments, the generation of the input data based on the target historical operation record comprises:

[0114] performing data desensitization processing on the target historical operation record to obtain desensitized data, and taking the desensitized data as the input data.

[0115] In some preferred embodiments, the control of the child infusion screen to alternately play the smart recommended screen saver and the fixed content screen saver comprises:

[0116] determining a playing weight of the smart recommended screen saver and the fixed content screen saver;

[0117] determining a proportion of the smart recommended screen saver and the fixed content screen saver based on the playing weight of the smart recommended screen saver and the fixed content screen saver;

[0118] The child infusion screen is controlled to play the intelligent recommendation screensaver and the fixed content screensaver in turn based on the proportion of the intelligent recommendation screensaver and the fixed content screensaver.

[0119] In some preferred embodiments, a plurality of time periods are preset, and the determining of the playing weight of the intelligent recommendation screensaver and the fixed content screensaver comprises:

[0120] determining a target time period in which the current time is located;

[0121] obtaining a preset time period-weight mapping relationship, and determining the playing weight of the intelligent recommendation screensaver and the fixed content screensaver based on the time period-weight mapping relationship and the target time period.

[0122] In some preferred embodiments, before the controlling of the child infusion screen to play the intelligent recommendation screensaver and the fixed content screensaver in turn, the method further comprises:

[0123] performing child content verification on the intelligent recommendation screensaver and the fixed content screensaver by a pre-trained content verification model;

[0124] deleting the intelligent recommendation screensaver and / or the fixed content screensaver that fails to pass the child content verification.

[0125] In some preferred embodiments, the judging of whether the child infusion screen enters a screensaver mode comprises:

[0126] judging whether an idle time of the child infusion screen is greater than a preset idle time threshold;

[0127] if the idle time of the child infusion screen is greater than the preset idle time threshold, determining that the child infusion screen enters the screensaver mode.

[0128] It should be understood that, in the embodiments of the present application, the processor 502 can be a central processing unit (CPU), and the processor 502 can also be other general-purpose processors, digital signal processors (DSP), application specific integrated circuits (ASIC), field-programmable gate arrays (FPGA) or other programmable logic devices, discrete gate or transistor logic devices, discrete hardware components, etc. The general-purpose processor can be a microprocessor or the processor can also be any conventional processor.

[0129] Those skilled in the art can understand that all or part of the processes in the method of implementing the above embodiments can be completed by instructing the relevant hardware by a computer program. The computer program can be stored in a storage medium, which is a computer readable storage medium. The computer program is executed by at least one processor in the computer system to realize the process steps of the above-mentioned embodiment of the method.

[0130] Therefore, the application also provides a storage medium. The storage medium can be a computer readable storage medium. The storage medium stores a computer program. The computer program is executed by a processor to make the processor execute the following steps:

[0131] determining whether the child infusion screen enters a screen saver mode;

[0132] If the screen saver mode is entered, determining a smart recommended screen saver based on historical operation records of the child infusion screen;

[0133] obtaining a pre-stored fixed content screen saver, and controlling the child infusion screen to alternately play the smart recommended screen saver and the fixed content screen saver.

[0134] In some preferred embodiments, the determination of the smart recommended screen saver based on the historical operation records of the child infusion screen comprises:

[0135] collecting historical operation records of the child infusion screen in a preset time period before the current time to obtain target historical operation records;

[0136] generating input data based on the target historical operation records;

[0137] determining the smart recommended screen saver based on the input data through a pre-trained content recommendation model.

[0138] In some preferred embodiments, the generation of the input data based on the target historical operation records comprises:

[0139] performing data desensitization processing on the target historical operation records to obtain desensitized data, and taking the desensitized data as the input data.

[0140] In some preferred embodiments, the control of the child infusion screen to alternately play the smart recommended screen saver and the fixed content screen saver comprises:

[0141] determining the playing weights of the smart recommended screen saver and the fixed content screen saver;

[0142] determining the proportions of the smart recommended screen saver and the fixed content screen saver based on the playing weights of the smart recommended screen saver and the fixed content screen saver;

[0143] The child infusion screen is controlled to play the intelligent recommendation screensaver and the fixed content screensaver in turn based on the proportion of the intelligent recommendation screensaver and the fixed content screensaver.

[0144] In some preferred embodiments, a plurality of time periods are preset, and the determining of the playing weight of the intelligent recommendation screensaver and the fixed content screensaver comprises:

[0145] determining a target time period in which the current time is located;

[0146] obtaining a preset time period-weight mapping relationship, and determining the playing weight of the intelligent recommendation screensaver and the fixed content screensaver based on the time period-weight mapping relationship and the target time period.

[0147] In some preferred embodiments, before the controlling of the child infusion screen to play the intelligent recommendation screensaver and the fixed content screensaver in turn, the method further comprises:

[0148] performing child content verification on the intelligent recommendation screensaver and the fixed content screensaver by a pre-trained content verification model;

[0149] deleting the intelligent recommendation screensaver and / or the fixed content screensaver that fails to pass the child content verification.

[0150] In some preferred embodiments, the judging of whether the child infusion screen enters a screensaver mode comprises:

[0151] judging whether an idle time of the child infusion screen is greater than a preset idle time threshold;

[0152] if the idle time of the child infusion screen is greater than the preset idle time threshold, determining that the child infusion screen enters the screensaver mode.

[0153] The storage medium is an entity, non-transient storage medium, for example, can be a U disk, a mobile hard disk, a read-only memory (Read-Only Memory, ROM), a magnetic disk or an optical disk, and various entity storage media that can store program codes. The computer readable storage medium can be non-volatile or volatile.

[0154] Those skilled in the art can understand that the units and algorithm steps of each example described in combination with the embodiments disclosed herein can be realized in electronic hardware, computer software or a combination of both. In order to clearly illustrate the interchangeability of hardware and software, the components and steps of each example have been described in the above description in a general manner. Whether the functions are performed in hardware or software depends on the specific application and design constraints of the technical solution. A person skilled in the art can use different methods to implement the described functions for each specific application, but such implementation should not be considered beyond the scope of the present application.

[0155] In several embodiments provided by the present application, it should be understood that the disclosed devices and methods can be implemented in other ways. For example, the device embodiments described above are merely illustrative. For example, the division of each unit is only a logical function division, and actual implementation can have another division manner. For example, multiple units or components can be combined or integrated into another system, or some features can be ignored or not executed.

[0156] The steps in the method embodiments of the present application can be adjusted, combined and reduced in sequence according to actual needs. The units in the device embodiments of the present application can be combined, divided and reduced according to actual needs. In addition, each functional unit in each embodiment of the present application can be integrated in one processing unit, or each unit can exist physically, or two or more units can be integrated in one unit.

[0157] The integrated unit, if realized in the form of a software functional unit and sold or used as an independent product, can be stored in a storage medium. Based on such understanding, the technical solutions of the present application essentially or say the parts that make contributions to the prior art, or the whole or part of the technical solutions can be embodied in the form of a software product. The computer software product is stored in a storage medium and includes a plurality of instructions for causing a computer device (which can be a personal computer, a terminal or a network device, etc.) to execute all or part of the steps of the method described in each embodiment of the present application.

[0158] In the above embodiments, the description of each embodiment has its own focus, and the parts not described in detail in a certain embodiment can be referred to the related description of other embodiments.

[0159] Obviously, those skilled in the art can make various modifications and variations to the present application without departing from the spirit and scope of the present application. Thus, these modifications and variations of the present application are intended to be included within the scope of the claims of the present application and their equivalent technologies. Therefore, the present application is also intended to include these modifications and variations.

[0160] The above merely illustrates the specific embodiments of the present application, but the protection scope of the present application is not limited thereto, and any skilled person in the art can easily think of various equivalent modifications or replacements within the technical range disclosed by the present application, and these modifications or replacements shall be covered within the protection scope of the present application. Therefore, the protection scope of the present application shall be subject to the protection scope of the claims.

Claims

1. A method for displaying rotating screen savers on a child's infusion screen, characterized in that, include: Determine if the child's IV infusion screen is in screen saver mode; If screen saver mode is entered, a smart screen saver will be recommended based on the historical operation records of the child infusion screen. Obtain pre-stored fixed content screensavers and control the child infusion screen to alternately play the smart recommended screensavers and the fixed content screensavers.

2. The method for rotating screen savers on a child's infusion screen according to claim 1, characterized in that, The process of determining the intelligent recommended screensaver based on the historical operation records of the pediatric infusion screen includes: Collect the historical operation records of the pediatric infusion screen back a preset time from the current time to obtain the target historical operation record; Input data is generated based on the target's historical operation records; The intelligent recommended screensaver is determined based on the input data using a pre-trained content recommendation model.

3. The method for rotating screen savers on a child's infusion screen according to claim 2, characterized in that, The process of generating input data based on the target historical operation record includes: The target historical operation records are subjected to data anonymization processing to obtain anonymized data, which is then used as the input data.

4. The method for rotating screen savers for children undergoing intravenous infusions according to claim 1, characterized in that, The control of the child infusion screen to alternately play the smart recommended screensaver and the fixed content screensaver includes: Determine the playback weights of the intelligent recommended screensaver and the fixed content screensaver; The proportion of the intelligent recommended screensaver and the fixed content screensaver is determined based on the playback weight of the intelligent recommended screensaver and the fixed content screensaver; Based on the ratio of the smart recommended screensaver and the fixed content screensaver, the child infusion screen is controlled to alternately play the smart recommended screensaver and the fixed content screensaver.

5. The method for rotating screen savers on a child's infusion screen according to claim 4, characterized in that, Determining the playback weights of the smart recommended screensaver and the fixed content screensaver by pre-setting multiple time periods includes: Determine the target time period in which the current time is located; Obtain a preset time period-weight mapping relationship, and determine the playback weight of the intelligent recommended screensaver and the fixed content screensaver based on the time period-weight mapping relationship and the target time period.

6. The method for rotating screen savers for children undergoing intravenous infusions according to claim 1, characterized in that, Before controlling the child infusion screen to alternately play the smart recommended screensaver and the fixed content screensaver, the method further includes: The pre-trained content verification model is used to verify the child content of the smart recommended screensaver and the fixed content screensaver. Delete the smart recommended screensaver and / or the fixed content screensaver that have not passed the children's content verification.

7. The method for rotating screen savers for children undergoing intravenous infusion as described in claim 1, characterized in that, The determination of whether the child's infusion screen has entered screen saver mode includes: Determine whether the idle time of the pediatric infusion screen is greater than a preset idle time threshold; If the idle time of the child infusion screen exceeds a preset idle time threshold, it is determined that the screen saver mode will be entered.

8. A screen saver display device for children undergoing intravenous infusion, characterized in that, Includes a unit for performing the method as described in any one of claims 1-7.

9. A computer device, characterized in that, The computer device includes a memory and a processor, wherein the memory stores a computer program, and the processor executes the computer program to implement the method as described in any one of claims 1-7.

10. A computer-readable storage medium, characterized in that, The storage medium stores a computer program that, when executed by a processor, can implement the method as described in any one of claims 1-7.

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