Sleep-aiding recommendation method and device, equipment, medium and product

Abstract

The invention discloses a sleep-aiding recommendation method and device, equipment, a medium and a product. The method comprises the following steps: acquiring sleep quality information of an associated target; according to the sleep quality information, determining five-internal-organ influence information of the associated target; and according to the five-internal-organ influence information and a preset classification model, determining an environment sleep-aiding scheme associated with the target. The sleep problem and the problem time period of the associated target are determined, then the corresponding five-internal-organ influence information influencing sleep is determined, and finally the environment sleep aiding scheme corresponding to the five-internal-organ influence information is determined. According to the method, the relation between the five internal organs and environmental sleep aiding is established, the scheme based on conditioning of the five internal organs is determined, the pertinence of the environmental sleep aiding scheme is improved, and different sleep adjustment requirements of different users are met.

Description

Technical Field

[0001] The present invention relates to the field of computer technology, and in particular to a sleep aid recommendation method, device, equipment, medium and product. Background Art

[0002] In modern clinical research, many scholars have explored and confirmed the efficacy of environmental therapy in intervening insomnia. On the one hand, a suitable sleeping environment can shorten the sleep latency, prolong the sleep time and improve the sleep efficiency in the treatment of insomnia, while an inappropriate environment can stimulate the brain, making the brain active and staying awake. Different environmental choices have different effects on sleep, and each person's sleep quality and sleep problems are also different, so the environment suitable for each person is also different. How to determine the environmental therapy for each person's sleep situation is still a problem to be solved. Summary of the invention

[0003] The present invention provides a sleep aid recommendation method, device, equipment, medium and product to achieve the determination of a customized environmental solution.

[0004] According to a first aspect of the present invention, a sleep aid recommendation method is provided, comprising:

[0005] Obtaining sleep quality information of the associated target;

[0006] Determining the five internal organs influence information of the associated target according to the sleep quality information;

[0007] According to the five internal organs influence information and the preset classification model, the environmental sleep-aiding program of the associated target is determined.

[0008] According to a second aspect of the present invention, a sleep aid recommendation device is provided, comprising:

[0009] An information acquisition module, used to acquire sleep quality information of an associated target;

[0010] An information determination module, used to determine the five internal organs impact information of the associated target according to the sleep quality information;

[0011] The program determination module is used to determine the environmental sleep-aiding program of the associated target according to the five internal organs impact information and a preset classification model.

[0012] According to a third aspect of the present invention, there is provided an electronic device, the electronic device comprising:

[0013] at least one processor; and

[0014] a memory communicatively connected to the at least one processor; wherein,

[0015] The memory stores a computer program executable by the at least one processor, and the computer program is executed by the at least one processor so that the at least one processor can execute the sleep aid recommendation method described in any embodiment of the present invention.

[0016] According to a fourth aspect of the present invention, a computer-readable storage medium is provided, wherein the computer-readable storage medium stores computer instructions, and the computer instructions are used to enable a processor to implement the sleep aid recommendation method described in any embodiment of the present invention when executed.

[0017] According to a fifth aspect of the present invention, an embodiment of the present invention further provides a computer program product, the computer program product comprising a computer program, and when the computer program is executed by a processor, the sleep aid recommendation method of any embodiment of the present invention is implemented.

[0018] The technical solution of the embodiment of the present invention obtains the sleep quality information of the associated target; determines the five internal organs influence information of the associated target based on the sleep quality information; and determines the environmental sleep-aiding scheme for the associated target based on the five internal organs influence information and a preset classification model. By determining the sleep problems and problem time periods of the associated target, the corresponding five internal organs influence information that affects sleep is determined, and finally the environmental sleep-aiding scheme corresponding to the five internal organs influence information is determined. The connection between the five internal organs and the environmental sleep-aiding scheme is established, and the determination of the scheme based on the conditioning of the five internal organs is realized, which improves the pertinence of the environmental sleep-aiding scheme and meets the different sleep adjustment needs of different users.

[0019] It should be understood that the contents described in this section are not intended to identify the key or important features of the embodiments of the present invention, nor are they intended to limit the scope of the present invention. Other features of the present invention will become easily understood through the following description. BRIEF DESCRIPTION OF THE DRAWINGS

[0020] In order to more clearly illustrate the technical solutions in the embodiments of the present invention, the following briefly introduces the drawings required for use in the description of the embodiments. 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 creative work.

[0021] Figure 1 is a flow chart of a sleep aid recommendation method provided according to Embodiment 1 of the present invention;

[0022] Figure 2 is a flow chart of a sleep aid recommendation method provided according to Embodiment 2 of the present invention;

[0023] Figure 3 is a structural schematic diagram of a sleep aid recommendation device provided according to Embodiment 3 of the present invention;

[0024] Figure 4 It is a schematic diagram of the structure of an electronic device implementing an embodiment of the present invention. DETAILED DESCRIPTION

[0025] In order to enable those skilled in the art to better understand the scheme of the present invention, the technical scheme in the embodiments of the present invention will be clearly and completely described below in conjunction with the drawings in the embodiments of the present invention. Obviously, the described embodiments are only part of the embodiments of the present invention, not all of the embodiments. Based on the embodiments of the present invention, all other embodiments obtained by ordinary technicians in this field without creative work should fall within the scope of protection of the present invention.

[0026] It should be noted that the terms "first", "second", etc. in the specification and claims of the present invention and the above-mentioned drawings are used to distinguish similar objects, and are not necessarily used to describe a specific order or sequence. It should be understood that the data used in this way can be interchanged where appropriate, so that the embodiments of the present invention described herein can be implemented in an order other than those illustrated or described herein. In addition, the terms "including" and "having" and any variations thereof are intended to cover non-exclusive inclusions, for example, a process, method, system, product or device that includes a series of steps or units is not necessarily limited to those steps or units that are clearly listed, but may include other steps or units that are not clearly listed or inherent to these processes, methods, products or devices.

[0027] Embodiment 1

[0028] Figure 1 A flowchart of a sleep aid recommendation method is provided for the first embodiment of the present invention. This embodiment is applicable to the determination of an environmental sleep aid method. The method can be performed by a sleep aid recommendation device. The sleep aid recommendation device can be implemented in the form of hardware and / or software. The sleep aid recommendation device can be configured in an electronic device. Figure 1 As shown, the method includes:

[0029] S110: Obtain sleep quality information of the associated target.

[0030] In this embodiment, the associated target can be understood as the user who makes the sleep-aid recommendation. The sleep quality information can be understood as the relevant indicator information for measuring sleep health.

[0031] Specifically, the sleep parameters of the associated target can be collected by setting a sleep monitoring device, for example, the sleep monitoring device can include a wearable device, a non-contact sleep monitor, and a monitoring sensor, etc. The sleep monitoring device transmits the sleep parameters to the processor through a network or other forms, and the processor can obtain the sleep parameters of the associated target. The processor can evaluate the sleep quality based on the sleep parameters through a preset algorithm to obtain sleep quality information.

[0032] Exemplarily, the processor can evaluate the sleep quality based on the sleep latency, sleep duration, sleep onset point and deep sleep proportion included in the sleep parameters through a preset algorithm, and obtain an information data processing module to evaluate the user's sleep quality according to the user's sleep parameters. The evaluation results include excellent sleep, good sleep, average sleep, poor sleep and very poor sleep, and corresponding sleep quality information is obtained.

[0033] S120. Determine the five internal organs influence information of the associated target according to the sleep quality information.

[0034] In this embodiment, the five internal organs affecting information can be understood as organs that affect the sleep quality of the associated target. The five internal organs include the heart, liver, spleen, lungs and kidneys, among which, the heart: the heart governs consciousness and is closely related to sleep. Excessive heart fire or insufficient heart yin may lead to insomnia, dreaminess or easy awakening. Liver: the liver governs the release of emotions and regulates emotions. Liver qi stagnation or excessive liver fire can cause irritability and irritability, which in turn affects sleep. Spleen: the spleen governs transportation and affects digestion and absorption. Spleen deficiency leading to indigestion and loss of appetite can affect sleep quality. Lungs: the lungs govern qi and regulate breathing. Insufficient lung qi or lung heat can cause difficulty breathing and coughing, which in turn affects sleep. Kidneys: the kidneys govern the storage of essence and regulate water metabolism. Kidney deficiency leading to water metabolism disorders and frequent urination can affect sleep.

[0035] Specifically, the processor can determine the sleep problems corresponding to the associated target and the time period when the sleep problems occur based on the sleep quality information. The organs that affect sleep are different in different time periods. The corresponding organs that relieve sleep can be determined by the time period to obtain the five internal organs impact information of the associated target.

[0036] S130: Determine an environmental sleep-aiding program for the associated target based on the five internal organs influence information and a preset classification model.

[0037] In this embodiment, the preset classification model can be understood as a model obtained after pre-training for determining the category of the sleep-aiding environment, which can be a machine learning and deep learning model. The environmental sleep-aiding solution can be understood as a solution for aiding sleep through environmental factors, such as lighting, music, and smell.

[0038] Specifically, the processor can input the information on the impact of the five internal organs into a preset classification model, obtain the output result of the preset classification model, determine the category of the environment that alleviates the associated target sleep problem, and then determine the environmental sleep aid plan through the specific environment implementation method corresponding to the category.

[0039] Exemplarily, the preset classification model can output at least one of the environmental categories such as five colors, five flavors and five sounds, and each category can be pre-set with a specific environmental implementation method, such as the music corresponding to the five sounds, the specific flavors corresponding to the five flavors, etc., which can then be combined to obtain an environmental sleep-aiding plan.

[0040] The technical solution of the embodiment of the present invention obtains the sleep quality information of the associated target; determines the five internal organs influence information of the associated target based on the sleep quality information; and determines the environmental sleep-aiding scheme for the associated target based on the five internal organs influence information and a preset classification model. By determining the sleep problems and problem time periods of the associated target, the corresponding five internal organs influence information that affects sleep is determined, and finally the environmental sleep-aiding scheme corresponding to the five internal organs influence information is determined. The connection between the five internal organs and the environmental sleep-aiding scheme is established, and the determination of the scheme based on the conditioning of the five internal organs is realized, which improves the pertinence of the environmental sleep-aiding scheme and meets the different sleep adjustment needs of different users.

[0041] As a first optional embodiment of the first embodiment, after determining the environmental sleep-aiding scheme for the associated target according to the five internal organs influence information and the preset classification model, the method further includes:

[0042] According to the environmental sleep-aiding plan, push instructions are generated and sent to the associated software.

[0043] In this embodiment, the push instruction can be understood as an instruction for triggering the associated software to push the environmental sleep-aiding solution. The associated software can be understood as software for making recommendations, for example, in the form of an application APP.

[0044] Specifically, the processor can generate a recommendation instruction according to the set push form based on the environmental sleep-aid plan, such as generating an article or interface, and send it to the associated software corresponding to the account of the associated target, so that the associated software can prompt through pop-up windows, etc., and display the environmental sleep-aid plan in the associated software.

[0045] The first optional embodiment of the first embodiment of the present invention, through such a setting, pushes the environmental sleep-aiding program to the associated software, so that the associated software can display it, ensuring that the user receives the environmental sleep-aiding program as soon as possible without waiting for the user to actively query, thereby ensuring the effectiveness of the environmental sleep-aiding program.

[0046] As a second optional embodiment of the first embodiment, after generating a push instruction according to the environmental sleep-aiding solution and sending it to the associated software, the method further includes:

[0047] Obtain the sleep quality monitoring information of the associated target and adjust the environmental sleep aid plan based on the sleep quality information.

[0048] In this embodiment, the sleep quality monitoring information can be understood as the sleep quality information obtained after the solution is pushed.

[0049] Specifically, since each target has different sleep problems at different times, in order to ensure the accuracy of the environmental sleep aid plan, the processor can obtain the sleep quality monitoring information of the associated target again when the set time interval is reached after the associated software is pushed, and determine the five internal organs impact information again based on the sleep quality monitoring information, and generate a new environmental sleep aid plan through the five internal organs impact information and the preset classification model, and adjust the historical plan based on the new environmental sleep aid plan.

[0050] The second optional embodiment of the first embodiment takes into account the changes in sleep problems through such a setting, and updates the environmental sleep-aiding program in a timely manner, thereby ensuring the accuracy and adaptability of the environmental sleep-aiding program.

[0051] Embodiment 2

[0052] Figure 2 This is a flowchart of a sleep aid recommendation method provided in Embodiment 2 of the present invention. This embodiment is a further refinement of the above embodiment. Figure 2 As shown, the method includes:

[0053] S210: Obtain sleep quality information of the associated target.

[0054] S220: Determine the sleep problem of the associated target and the time period when the sleep problem occurs based on the sleep quality information.

[0055] In this embodiment, sleep problems can be understood as problems that affect people's normal sleep, sleep quality or sleep time, and can be classified into late sleep, difficulty falling asleep, frequent awakening, early awakening, late waking up, insufficient sleep, excessive sleep and insufficient deep sleep, etc. Problem period can be understood as the period when sleep problems occur, for example, if the associated target sleep problem is difficulty falling asleep, the period of difficulty falling asleep is between 11 am and 1 am, or if the sleep problem is frequent awakening, the awakening period is between 1 am and 3 am.

[0056] Specifically, the processor may obtain a preset algorithm through a network interface, and determine the sleep problem of the associated target and the problematic time period when the sleep problem occurs through the sleep quality information and the preset algorithm.

[0057] S230. Determine the five internal organs with problems according to the problem period.

[0058] In this embodiment, the problematic five internal organs can be understood as the five internal organs that have an impact on sleep problems.

[0059] Specifically, the processor may determine the time segment to which the problem period belongs, and search for the corresponding five problematic organs based on the time segment and a preset table, wherein the five problematic organs may be one or more.

[0060] S240, taking the problematic five internal organs and sleep problems as the five internal organs influencing information of the associated targets.

[0061] Specifically, the processor can use problematic five internal organs and sleep problems as the five internal organs impact information of associated targets to provide input for a preset classification model.

[0062] S250, inputting the five internal organs influence information into a preset classification model to obtain the sensory influence type output by the preset classification model.

[0063] In this embodiment, the sensory impact type can be understood as the type of environment that alleviates sleep problems, and the sensory impact type may include at least one of a color subcategory, an odor subcategory, and a tone subcategory.

[0064] Specifically, the processor can input the five internal organs impact information and sleep quality information into a preset classification model, obtain an output result through the preset classification model, and use the output result as the sensory impact type.

[0065] S260: Search in a preset database according to the sensory impact type to obtain an environmental sleep-aiding solution for the associated target.

[0066] In this embodiment, the preset database can be understood as the specific environmental factors corresponding to each pre-set sensory impact type, for example, the smell is sweet, and the sweetness can include peach fragrance or strawberry fragrance, etc.

[0067] It is understandable that the comprehensive selection of lighting, aroma and music for sleep aid is relatively limited. These environmental factors mainly divert people's attention from insomnia, not from insomnia itself, and there is no targeted theoretical guidance; and non-professionals have limited knowledge of the five colors, five tastes and five sounds theory for sleep aid, and lack professional guidance and training. Non-professionals have limited knowledge of the five colors, five tastes and five sounds theory for sleep aid, and are even less clear about the relationship between the five internal organs and sleep problems. The choice of light color, aroma, and music tune is closely related to sleep quality. Different choices have different effects on sleep, and each person's sleep quality and sleep problems are also different. Therefore, the environmental sleep aid scheme composed of the light color, aroma and music tune selected by each person is also different, and the corresponding classification result name of the sensory impact type is more professional. For example, the sensory impact type is cyan color, acid smell and angular tone. The associated target may not be able to accurately and quickly find the corresponding actual objects or music around him. By presetting the database, the actual objects or music corresponding to each sensory impact type, the professional sensory impact type is changed into a conventional object or music that is easier to understand and implement for the associated target.

[0068] Specifically, different specific examples can be set in the preset database for each sensory impact type, so that the associated target can understand each sensory impact type more concretely through specific examples. The processor can search in the preset database according to the sensory impact type to determine the example corresponding to each sensory impact type. The processor can combine the sensory impact type, sleep quality information, problematic five internal organs, sleep problems and examples into an environmental sleep aid plan according to the set template.

[0069] Further, based on the above embodiment, a search is performed in a preset database according to the sensory impact type to obtain an environmental sleep-aiding solution for the associated target, including:

[0070] When the sensory impact type is the color subcategory, the ambient light information matching the color subcategory is searched in the preset database, and the ambient light information is used as the environmental sleep-aid solution for the associated target; when the sensory impact type is the smell subcategory, the flavor information matching the smell subcategory is searched in the preset database, and the flavor information is used as the environmental sleep-aid solution; when the sensory impact type is the tone subcategory, the music information matching the tone subcategory is searched in the preset database, and the music information is used as the environmental sleep-aid solution.

[0071] In this embodiment, the color subcategory can be understood as the colors associated with the five internal organs, for example, the five colors can be "blue, red, yellow, white and black", and the color subcategory can be one or more. Ambient light information can include light with colors such as lights. The smell subcategory can be understood as the smell associated with the five internal organs, for example, the five tastes can be: "sour, bitter, sweet, spicy and salty", and the smell subcategory can be one or more. Taste information can be understood as the specific taste corresponding to the smell subcategory. The tone subcategory can be understood as the music tune associated with the five internal organs, for example, the five tones can be: "gong, shang, jiao, zhi and yu", and the tone subcategory can be one or more. Music information can be understood as the music corresponding to the tone subcategory.

[0072] Specifically, the sensory impact type may include at least one of a color subcategory, an odor subcategory, and a tone subcategory. When the sensory impact type is a color subcategory, the processor may search for ambient light information matching the color subcategory in a preset database, and use the ambient light information as an environmental sleep-aiding solution for the associated target; when the sensory impact type is a odor subcategory, the processor may search for flavor information matching the odor subcategory in a preset database, and use the flavor information as an environmental sleep-aiding solution; when the sensory impact type is a tone subcategory, the processor may search for music information matching the tone subcategory in a preset database, and use the music information as an environmental sleep-aiding solution.

[0073] For example, the corresponding relationships among time segments, five internal organs, colors, smells and tones are shown in the following table:

[0074] Table 1: Comparison table

[0075]

[0076]

[0077] As shown in the table, for example, if the problem time period of the associated target is between 1:00 and 3:00 at night, the corresponding problem internal organs are spleen, the color subcategory in the sensory impact type is yellow, the smell subcategory is sweet, and the tone subcategory is horn. The ambient light information found through the preset database is mainly yellow light, the taste information is peach fragrance, and the music tunes are mainly horn tunes in the five tones, such as song A and song B. The main purpose is to regulate the spleen to produce a sleep-inducing effect.

[0078] The technical solution of the embodiment of the present invention determines the user's sleep problems and problem periods based on sleep quality information, and then determines the problematic five internal organs, obtains the information on the impact of the five internal organs, and achieves the effect of aiding sleep by regulating the five internal organs. The information on the impact of the five internal organs is input into a preset classification model to obtain the corresponding sensory impact type, thereby achieving accurate determination of the theoretical sensory type. By searching for the actual information corresponding to the sensory impact type in a preset database, the theoretical sensory type is visualized, the actual information is obtained, and an environmental sleep-aiding scheme is formed to facilitate understanding by non-professionals. The determination of a customized environmental sleep-aiding scheme is achieved, the connection between the five internal organs and the environmental sleep-aiding scheme is established, the determination of a scheme based on the conditioning of the five internal organs is achieved, the pertinence of the environmental sleep-aiding scheme is improved, and the different sleep adjustment needs of different users are met.

[0079] Embodiment 3

[0080] Figure 3 This is a schematic diagram of the structure of a sleep aid recommendation device provided in Embodiment 3 of the present invention. Figure 3 As shown, the device includes: an information acquisition module 31, an information determination module 32 and a solution determination module 33.

[0081] An information acquisition module 31 is used to acquire sleep quality information of an associated target;

[0082] An information determination module 32, configured to determine the five internal organs influence information of the associated target according to the sleep quality information;

[0083] The program determination module 33 is used to determine the environmental sleep-aiding program of the associated target according to the five internal organs influence information and the preset classification model.

[0084] The technical solution of the embodiment of the present invention obtains the sleep quality information of the associated target; determines the five internal organs influence information of the associated target based on the sleep quality information; and determines the environmental sleep-aiding scheme for the associated target based on the five internal organs influence information and a preset classification model. By determining the sleep problems and problem time periods of the associated target, the corresponding five internal organs influence information that affects sleep is determined, and finally the environmental sleep-aiding scheme corresponding to the five internal organs influence information is determined. The connection between the five internal organs and the environmental sleep-aiding scheme is established, and the determination of the scheme based on the conditioning of the five internal organs is realized, which improves the pertinence of the environmental sleep-aiding scheme and meets the different sleep adjustment needs of different users.

[0085] Furthermore, the information determination module 32 is specifically used for:

[0086] Determining the sleep problem of the associated target and the problem period during which the sleep problem occurs according to the sleep quality information;

[0087] According to the problem period, determine the five internal organs with problems;

[0088] The problematic five internal organs and the sleep problem are used as the five internal organs impact information of the associated target.

[0089] Furthermore, the solution determination module 33 includes:

[0090] A type determination unit, used for inputting the five internal organs impact information into a preset classification model to obtain a sensory impact type output by the preset classification model;

[0091] The solution determination unit is used to search in a preset database according to the sensory impact type to obtain the environmental sleep-aiding solution of the associated target.

[0092] The scheme determination unit is specifically used for:

[0093] When the sensory impact type is a color subcategory, searching the preset database for ambient light information matching the color subcategory, and using the ambient light information as an associated target ambient sleep aid solution;

[0094] When the sensory impact type is an odor subcategory, searching the preset database for odor information matching the odor subcategory, and using the odor information as the environmental sleep-aiding solution;

[0095] When the sensory impact type is a tone subcategory, music information matching the tone subcategory is searched in the preset database, and the music information is used as the environmental sleep-aiding solution.

[0096] Optionally, the device further comprises:

[0097] The solution recommendation module is used to generate a push instruction and send it to the associated software according to the environmental sleep-aiding solution after determining the environmental sleep-aiding solution of the associated target according to the five internal organs influence information and the preset classification model.

[0098] Optionally, the device further comprises:

[0099] The program adjustment module is used to obtain the sleep quality monitoring information of the associated target after generating a push instruction according to the environmental sleep-aiding program and sending it to the associated software, and adjust the environmental sleep-aiding program according to the sleep quality information.

[0100] The sleep aid recommendation device provided in the embodiment of the present invention can execute the sleep aid recommendation method provided in any embodiment of the present invention, and has the corresponding functional modules and beneficial effects of the execution method.

[0101] Embodiment 4

[0102] Figure 4A schematic diagram of the structure of an electronic device 40 that can be used to implement an embodiment of the present invention is shown. The electronic device is intended to represent various forms of digital computers, such as laptop computers, desktop computers, workstations, personal digital assistants, servers, blade servers, mainframe computers, and other suitable computers. The electronic device can also represent various forms of mobile devices, such as personal digital processing, cellular phones, smart phones, wearable devices (such as helmets, glasses, watches, etc.) and other similar computing devices. The components shown herein, their connections and relationships, and their functions are merely examples and are not intended to limit the implementation of the present invention described and / or required herein.

[0103] like Figure 4 As shown, the electronic device 40 includes at least one processor 41, and a memory connected to the at least one processor 41, such as a read-only memory (ROM) 42, a random access memory (RAM) 43, etc., wherein the memory stores a computer program that can be executed by at least one processor, and the processor 41 can perform various appropriate actions and processes according to the computer program stored in the read-only memory (ROM) 42 or the computer program loaded from the storage unit 48 to the random access memory (RAM) 43. In the RAM 43, various programs and data required for the operation of the electronic device 40 can also be stored. The processor 41, the ROM 42, and the RAM 43 are connected to each other through a bus 44. An input / output (I / O) interface 45 is also connected to the bus 44.

[0104] A number of components in the electronic device 40 are connected to the I / O interface 45, including: an input unit 46, such as a keyboard, a mouse, etc.; an output unit 47, such as various types of displays, speakers, etc.; a storage unit 48, such as a disk, an optical disk, etc.; and a communication unit 49, such as a network card, a modem, a wireless communication transceiver, etc. The communication unit 49 allows the electronic device 40 to exchange information / data with other devices through a computer network such as the Internet and / or various telecommunication networks.

[0105] The processor 41 may be a variety of general and / or special processing components with processing and computing capabilities. Some examples of the processor 41 include, but are not limited to, a central processing unit (CPU), a graphics processing unit (GPU), various special artificial intelligence (AI) computing chips, various processors running machine learning model algorithms, a digital signal processor (DSP), and any appropriate processor, controller, microcontroller, etc. The processor 41 executes the various methods and processes described above, such as the sleep aid recommendation method.

[0106] In some embodiments, the sleep aid recommendation method may be implemented as a computer program, which is tangibly contained in a computer-readable storage medium, such as a storage unit 48. In some embodiments, part or all of the computer program may be loaded and / or installed on the electronic device 40 via the ROM 42 and / or the communication unit 49. When the computer program is loaded into the RAM 43 and executed by the processor 41, one or more steps of the sleep aid recommendation method described above may be performed. Alternatively, in other embodiments, the processor 41 may be configured to execute the sleep aid recommendation method in any other appropriate manner (e.g., by means of firmware).

[0107] Various implementations of the systems and techniques described above herein can be implemented in digital electronic circuit systems, integrated circuit systems, field programmable gate arrays (FPGAs), application specific integrated circuits (ASICs), application specific standard products (ASSPs), systems on chips (SOCs), load programmable logic devices (CPLDs), computer hardware, firmware, software, and / or combinations thereof. These various implementations can include: being implemented in one or more computer programs that can be executed and / or interpreted on a programmable system including at least one programmable processor, which can be a special purpose or general purpose programmable processor that can receive data and instructions from a storage system, at least one input device, and at least one output device, and transmit data and instructions to the storage system, the at least one input device, and the at least one output device.

[0108] Computer programs for implementing the methods of the present invention may be written in any combination of one or more programming languages. These computer programs may be provided to a processor of a general-purpose computer, a special-purpose computer, or other programmable data processing device, so that when the computer program is executed by the processor, the functions / operations specified in the flow chart and / or block diagram are implemented. The computer program may be executed entirely on the machine, partially on the machine, partially on the machine and partially on a remote machine as a stand-alone software package, or entirely on a remote machine or server.

[0109] In the context of the present invention, a computer-readable storage medium may be a tangible medium that may contain or store a computer program for use by or in combination with an instruction execution system, device or equipment. A computer-readable storage medium may include, but is not limited to, electronic, magnetic, optical, electromagnetic, infrared, or semiconductor systems, devices or equipment, or any suitable combination of the foregoing. Alternatively, a computer-readable storage medium may be a machine-readable signal medium. A more specific example of a machine-readable storage medium may include an electrical connection based on one or more lines, a portable computer disk, a hard disk, a random access memory (RAM), a read-only memory (ROM), an erasable programmable read-only memory (EPROM or flash memory), an optical fiber, a portable compact disk read-only memory (CD-ROM), an optical storage device, a magnetic storage device, or any suitable combination of the foregoing.

[0110] To provide interaction with a user, the systems and techniques described herein may be implemented on an electronic device having: a display device (e.g., a CRT (cathode ray tube) or LCD (liquid crystal display) monitor) for displaying information to the user; and a keyboard and a pointing device (e.g., a mouse or trackball) through which the user can provide input to the electronic device. Other types of devices may also be used to provide interaction with the user; for example, the feedback provided to the user may be any form of sensory feedback (e.g., visual feedback, auditory feedback, or tactile feedback); and input from the user may be received in any form (including acoustic input, voice input, or tactile input).

[0111] The systems and techniques described herein may be implemented in a computing system that includes backend components (e.g., as a data server), or a computing system that includes middleware components (e.g., an application server), or a computing system that includes frontend components (e.g., a user computer with a graphical user interface or a web browser through which a user can interact with implementations of the systems and techniques described herein), or a computing system that includes any combination of such backend components, middleware components, or frontend components. The components of the system may be interconnected by any form or medium of digital data communication (e.g., a communication network). Examples of communication networks include: a local area network (LAN), a wide area network (WAN), a blockchain network, and the Internet.

[0112] A computing system may include a client and a server. The client and the server are generally remote from each other and usually interact through a communication network. The client and server relationship is generated by computer programs running on the corresponding computers and having a client-server relationship with each other. The server may be a cloud server, also known as a cloud computing server or cloud host, which is a host product in the cloud computing service system to solve the defects of difficult management and weak business scalability in traditional physical hosts and VPS services.

[0113] In one embodiment, the embodiment of the present invention further includes a computer program product, the computer program product includes a computer program, and when the computer program is executed by a processor, the sleep aid recommendation method of any embodiment of the present invention is implemented.

[0114] In the process of implementation, the computer program product can be written in one or more programming languages ​​or a combination thereof to perform the computer program code of the present invention, including object-oriented programming languages, such as Java, Smalltalk, C++, and conventional procedural programming languages, such as "C" language or similar programming languages. The program code can be executed entirely on the user's computer, partially on the user's computer, as a separate software package, partially on the user's computer and partially on a remote computer, or entirely on a remote computer or server. In the case of a remote computer, the remote computer can be connected to the user's computer through any type of network, including a local area network (LAN) or a wide area network (WAN), or can be connected to an external computer (for example, using an Internet service provider to connect through the Internet).

[0115] It should be understood that the various forms of processes shown above can be used to reorder, add or delete steps. For example, the steps described in the present invention can be executed in parallel, sequentially or in different orders, as long as the desired results of the technical solution of the present invention can be achieved, and this document does not limit this.

[0116] The above specific implementations do not constitute a limitation on the protection scope of the present invention. It should be understood by those skilled in the art that various modifications, combinations, sub-combinations and substitutions can be made according to design requirements and other factors. Any modification, equivalent substitution and improvement made within the spirit and principle of the present invention should be included in the protection scope of the present invention.

Claims

1. A sleep aid recommendation method, characterized in that: include: Obtaining sleep quality information of the associated target; Determining the five internal organs influence information of the associated target according to the sleep quality information; According to the five internal organs influence information and the preset classification model, the environmental sleep-aiding program of the associated target is determined.

2. The method according to claim 1, characterized in that Determining the five internal organs impact information of the associated target according to the sleep quality information includes: Determining the sleep problem of the associated target and the problem period during which the sleep problem occurs according to the sleep quality information; According to the problem period, determine the five internal organs with problems; The problematic five internal organs and the sleep problem are used as the five internal organs impact information of the associated target.

3. The method according to claim 1, characterized in that Determining the environmental sleep-aiding scheme for the associated target according to the five internal organs influence information and the preset classification model includes: Inputting the five internal organs impact information into a preset classification model to obtain the sensory impact type output by the preset classification model; A search is performed in a preset database according to the sensory impact type to obtain an environmental sleep-aiding solution for the associated target.

4. The method according to claim 3, characterized in that The step of searching in a preset database according to the sensory impact type to obtain an environmental sleep-aiding solution for the associated target includes: When the sensory impact type is a color subcategory, searching the preset database for ambient light information matching the color subcategory, and using the ambient light information as an associated target ambient sleep aid solution; When the sensory impact type is an odor subcategory, searching the preset database for odor information matching the odor subcategory, and using the odor information as the environmental sleep-aiding solution; When the sensory impact type is a tone subcategory, music information matching the tone subcategory is searched in the preset database, and the music information is used as the environmental sleep-aiding solution.

5. The method according to claim 1, characterized in that: After determining the environmental sleep-aiding scheme for the associated target according to the five internal organs influence information and the preset classification model, the method further includes: According to the environmental sleep-aiding solution, a push instruction is generated and sent to the associated software.

6. The method according to claim 5, characterized in that After generating a push instruction according to the environmental sleep-aiding solution and sending it to the associated software, the method further includes: Acquire the sleep quality monitoring information of the associated target, and adjust the environmental sleep-aiding scheme according to the sleep quality information.

7. A sleep aid recommendation device, characterized in that: include: An information acquisition module, used to acquire sleep quality information of an associated target; An information determination module, used to determine the five internal organs impact information of the associated target according to the sleep quality information; The program determination module is used to determine the environmental sleep-aiding program of the associated target according to the five internal organs impact information and a preset classification model.

8. An electronic device, characterized in that: The electronic device comprises: at least one processor; and a memory communicatively connected to the at least one processor; wherein, The memory stores a computer program executable by the at least one processor, and the computer program is executed by the at least one processor so that the at least one processor can execute the sleep aid recommendation method according to any one of claims 1 to 6.

9. A computer-readable storage medium, characterized in that: The computer-readable storage medium stores computer instructions, and the computer instructions are used to enable a processor to implement the sleep aid recommendation method according to any one of claims 1 to 6 when executed.

10. A computer program product, characterized in that The computer program product comprises a computer program, and when the computer program is executed by a processor, the computer program implements the sleep aid recommendation method according to any one of claims 1 to 6.

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