CN112927800A - Method, device, electronic equipment and medium for pushing message to user - Google Patents

Method, device, electronic equipment and medium for pushing message to user Download PDF

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CN112927800A
CN112927800A CN201911235279.0A CN201911235279A CN112927800A CN 112927800 A CN112927800 A CN 112927800A CN 201911235279 A CN201911235279 A CN 201911235279A CN 112927800 A CN112927800 A CN 112927800A
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target user
parameter
user
parameters
daily
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胡军平
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Yulong Computer Telecommunication Scientific Shenzhen Co Ltd
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Yulong Computer Telecommunication Scientific Shenzhen Co Ltd
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    • GPHYSICS
    • G16INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16HHEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H50/00ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics
    • G16H50/30ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics for calculating health indices; for individual health risk assessment
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/90Details of database functions independent of the retrieved data types
    • G06F16/95Retrieval from the web
    • G06F16/953Querying, e.g. by the use of web search engines
    • G06F16/9535Search customisation based on user profiles and personalisation
    • GPHYSICS
    • G16INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16HHEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H15/00ICT specially adapted for medical reports, e.g. generation or transmission thereof
    • GPHYSICS
    • G16INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16HHEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H20/00ICT specially adapted for therapies or health-improving plans, e.g. for handling prescriptions, for steering therapy or for monitoring patient compliance
    • GPHYSICS
    • G16INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16HHEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H40/00ICT specially adapted for the management or administration of healthcare resources or facilities; ICT specially adapted for the management or operation of medical equipment or devices
    • G16H40/60ICT specially adapted for the management or administration of healthcare resources or facilities; ICT specially adapted for the management or operation of medical equipment or devices for the operation of medical equipment or devices
    • G16H40/67ICT specially adapted for the management or administration of healthcare resources or facilities; ICT specially adapted for the management or operation of medical equipment or devices for the operation of medical equipment or devices for remote operation
    • GPHYSICS
    • G16INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16HHEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H20/00ICT specially adapted for therapies or health-improving plans, e.g. for handling prescriptions, for steering therapy or for monitoring patient compliance
    • G16H20/30ICT specially adapted for therapies or health-improving plans, e.g. for handling prescriptions, for steering therapy or for monitoring patient compliance relating to physical therapies or activities, e.g. physiotherapy, acupressure or exercising
    • GPHYSICS
    • G16INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16HHEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H20/00ICT specially adapted for therapies or health-improving plans, e.g. for handling prescriptions, for steering therapy or for monitoring patient compliance
    • G16H20/60ICT specially adapted for therapies or health-improving plans, e.g. for handling prescriptions, for steering therapy or for monitoring patient compliance relating to nutrition control, e.g. diets

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Abstract

The application discloses a method, a device, electronic equipment and a medium for pushing messages to a user. According to the method and the device, after the index parameters used for reflecting the physiological state of the target user are obtained by the sensing acquisition device, the daily parameters used for reflecting the living state of the target user can be further obtained, and the push message used for improving the health state of the target user is determined based on the index parameters and the daily parameters of the target user. By applying the technical scheme, after the physiological state parameters and daily living parameters of the user are acquired, the corresponding health report can be recommended according to the physiological state and the living state of the user in a targeted manner. This also avoids the health problems of the user in daily life caused by not paying attention to health care.

Description

Method, device, electronic equipment and medium for pushing message to user
Technical Field
The present application relates to image processing technologies, and in particular, to a method, an apparatus, an electronic device, and a medium for pushing a message to a user
Background
Due to the rise of the communications age and society, smart devices have been increasingly used by more people with the rise of communications technology.
Further, with the development of modern technologies and the abundance of materials and the popularization of computers, televisions and mobile phones, the pace of work and life of people is faster and faster, the working pressure is higher and higher, and chronic occupational diseases and sub-health conditions are more and more, such as obesity, diabetes, mobile phone neck, scapulohumeral periarthritis, fat belly, fatty liver, lumbar disc herniation, insomnia, depression and the like. Most people lack necessary health care common sense and means, so that the increased living pressure cannot be solved, the sub-health condition is serious and the disease is accumulated, and finally the disease is caused, thereby forming a serious burden on the medical system and the finance of the whole society
Therefore, how to utilize the intelligent device to purposefully push the message about improving the physical condition of the user becomes a problem to be solved by the technical personnel in the field.
Disclosure of Invention
The embodiment of the application provides a method, a device, electronic equipment and a medium for pushing messages to a user.
According to an aspect of the embodiment of the present application, a method for pushing a message to a user is provided, which is characterized by comprising:
acquiring an index parameter aiming at a target user by using a sensing acquisition device, wherein the index parameter is a parameter for reflecting the physiological state of the target user;
acquiring daily parameters aiming at the target user, wherein the daily parameters are parameters for reflecting the living state of the target user;
determining a push message based on the target user's metric parameter and the daily parameter, the push message being used to improve the target user's health status.
Optionally, in another embodiment based on the above method of the present application, the index parameter includes at least one of a heart rate parameter and a body temperature parameter.
Optionally, in another embodiment based on the foregoing method of the present application, the acquiring, by using a sensing acquisition device, an index parameter for a target user includes:
starting the sensing acquisition device when a first acquisition instruction is received, wherein the first acquisition instruction is generated in a mode that the target user clicks the acquisition area for a first preset number of times within a first preset time period, and the acquisition area is an area where the sensing acquisition device is arranged;
and acquiring the index parameter by using the sensing acquisition device.
Optionally, in another embodiment based on the method of the present application, the daily parameter includes at least one of a waking parameter, a sleeping parameter, and a leisure parameter.
Optionally, in another embodiment based on the foregoing method of the present application, the acquiring daily parameters for the target user includes:
when a second acquisition instruction is received, acquiring time information, wherein the second acquisition instruction is generated in a mode that the target user clicks the acquisition area for a second preset number of times within a second preset time period;
and acquiring the daily parameters of the target user based on the matching relation between the time information and a preset time period.
Optionally, in another embodiment based on the foregoing method of the present application, the determining a push message based on the metric parameter of the target user and the daily parameter includes:
when a third acquisition instruction is received, acquiring an organ image of the target user, wherein the organ image comprises at least one of a neck organ, a waist organ and a back organ of the target user;
acquiring organ parameters of the target user based on the organ image and a preset neural network model;
determining the push message based on the target user's metric parameters, the daily parameters, and the organ parameters.
Optionally, in another embodiment based on the foregoing method of the present application, after determining a push message based on the metric parameter of the target user and the daily parameter, the method further includes:
matching preset target video information and/or target audio information from a preset database based on the push message;
and pushing the target video information and/or the target audio information to the target user.
According to another aspect of the embodiments of the present application, there is provided an apparatus for pushing a message to a user, including:
the first acquisition module is used for acquiring an index parameter aiming at a target user by using a sensing acquisition device, wherein the index parameter is a parameter for reflecting the physiological state of the target user;
a second obtaining module configured to obtain a daily parameter for the target user, where the daily parameter is a parameter for reflecting a living state of the target user;
a determining module configured to determine a push message based on the metric parameter of the target user and the daily parameter, the push message being used to improve the health status of the target user.
According to another aspect of the embodiments of the present application, there is provided an electronic device including:
a memory for storing executable instructions; and
and the display is used for displaying with the memory to execute the executable instructions so as to complete the operation of any one of the methods for pushing the message to the user.
According to a further aspect of the embodiments of the present application, there is provided a computer-readable storage medium for storing computer-readable instructions, which when executed, perform the operations of any one of the methods for pushing a message to a user.
In the application, after the index parameter for reflecting the physiological state of the target user is acquired by the sensing acquisition device, the daily parameter for reflecting the living state of the target user can be further acquired, and the push message for improving the health state of the target user is determined based on the index parameter and the daily parameter of the target user. By applying the technical scheme, after the physiological state parameters and daily living parameters of the user are acquired, the corresponding health report can be recommended according to the physiological state and the living state of the user in a targeted manner. This also avoids the health problems of the user in daily life caused by not paying attention to health care.
The technical solution of the present application is further described in detail by the accompanying drawings and examples.
Drawings
The accompanying drawings, which are incorporated in and constitute a part of this specification, illustrate embodiments of the application and together with the description, serve to explain the principles of the application.
The present application may be more clearly understood from the following detailed description with reference to the accompanying drawings, in which:
FIG. 1 is a schematic diagram of a system architecture for pushing messages to a user according to the present application;
fig. 2 is a schematic diagram of a method for pushing a message to a user according to the present application;
fig. 3 is a schematic diagram of a method for pushing a message to a user according to the present application;
FIG. 4 is a schematic structural diagram of a device for pushing a message to a user according to the present application;
fig. 5 is a schematic view of an electronic device according to the present application.
Detailed Description
Various exemplary embodiments of the present application will now be described in detail with reference to the accompanying drawings. It should be noted that: the relative arrangement of the components and steps, the numerical expressions, and numerical values set forth in these embodiments do not limit the scope of the present application unless specifically stated otherwise.
Meanwhile, it should be understood that the sizes of the respective portions shown in the drawings are not drawn in an actual proportional relationship for the convenience of description.
The following description of at least one exemplary embodiment is merely illustrative in nature and is in no way intended to limit the application, its application, or uses.
Techniques, methods, and apparatus known to those of ordinary skill in the relevant art may not be discussed in detail but are intended to be part of the specification where appropriate.
It should be noted that: like reference numbers and letters refer to like items in the following figures, and thus, once an item is defined in one figure, further discussion thereof is not required in subsequent figures.
In addition, technical solutions between the various embodiments of the present application may be combined with each other, but it must be based on the realization of the technical solutions by a person skilled in the art, and when the technical solutions are contradictory or cannot be realized, such a combination of technical solutions should be considered to be absent and not within the protection scope of the present application.
It should be noted that all the directional indicators (such as upper, lower, left, right, front and rear … …) in the embodiment of the present application are only used to explain the relative position relationship between the components, the motion situation, etc. in a specific posture (as shown in the drawings), and if the specific posture is changed, the directional indicator is changed accordingly.
A method for pushing a message to a user according to an exemplary embodiment of the present application is described below with reference to fig. 1-3. It should be noted that the following application scenarios are merely illustrated for the convenience of understanding the spirit and principles of the present application, and the embodiments of the present application are not limited in this respect. Rather, embodiments of the present application may be applied to any scenario where applicable.
Fig. 1 shows a schematic diagram of an exemplary system architecture 100 to which a video processing method or a video processing apparatus of an embodiment of the present application may be applied.
As shown in fig. 1, the system architecture 100 may include one or more of terminal devices 101, 102, 103, a network 104, and a server 105. The network 104 serves as a medium for providing communication links between the terminal devices 101, 102, 103 and the server 105. Network 104 may include various connection types, such as wired, wireless communication links, or fiber optic cables, to name a few.
It should be understood that the number of terminal devices, networks, and servers in fig. 1 is merely illustrative. There may be any number of terminal devices, networks, and servers, as desired for implementation. For example, server 105 may be a server cluster comprised of multiple servers, or the like.
The user may use the terminal devices 101, 102, 103 to interact with the server 105 via the network 104 to receive or send messages or the like. The terminal devices 101, 102, 103 may be various electronic devices having a display screen, including but not limited to smart phones, tablet computers, portable computers, desktop computers, and the like.
The terminal apparatuses 101, 102, 103 in the present application may be terminal apparatuses that provide various services. For example, a user obtains an index parameter for a target user by using a sensing acquisition device through a terminal device 103 (which may also be the terminal device 101 or 102), where the index parameter is a parameter for reflecting a physiological state of the target user; acquiring daily parameters aiming at the target user, wherein the daily parameters are parameters for reflecting the living state of the target user; determining a push message based on the target user's metric parameter and the daily parameter, the push message being used to improve the target user's health status.
It should be noted that the video processing method provided in the embodiments of the present application may be executed by one or more of the terminal devices 101, 102, and 103, and/or the server 105, and accordingly, the video processing apparatus provided in the embodiments of the present application is generally disposed in the corresponding terminal device, and/or the server 105, but the present application is not limited thereto.
The application also provides a method, a device, a target terminal and a medium for pushing the message to the user.
Fig. 2 schematically shows a flowchart of a method for pushing a message to a user according to an embodiment of the present application. As shown in fig. 2, the method includes:
s101, acquiring index parameters aiming at a target user by using a sensing acquisition device, wherein the index parameters are parameters for reflecting the physiological state of the target user.
It should be noted that, in the present application, the device for obtaining the index parameter is specifically limited, and may be, for example, an intelligent device, or a server. The smart device may be a PC (Personal Computer), a smart phone, a tablet PC, an e-book reader, an MP3(Moving Picture Experts Group Audio Layer III) device for pushing messages to a user, an MP4(Moving Picture Experts Group Audio Layer IV) device for pushing messages to a user, a portable Computer, and other mobile terminal devices having a display function.
Further, the sensing acquisition device in the present application may be an acquisition device disposed in a predetermined area of the mobile terminal, for example, an acquisition device disposed in a middle area of the back of the mobile phone. The index parameter is not specifically limited in the present application, and may be, for example, a temperature parameter reflecting a body temperature state of a user, a heart rate parameter reflecting a heart rate state of the user, a weight parameter reflecting a weight state of the user, a body fat parameter reflecting an obesity state of the user, or the like.
In one possible embodiment, the index parameter in the present application may be a temperature parameter reflecting the body temperature of the user. The sensing and collecting device can be a body temperature collecting device, such as an infrared thermopile temperature sensor. Furthermore, the infrared thermopile temperature sensor is composed of 116 thermocouples which are connected in series, and an optical band-pass filter is sealed on the sensor cover, so that the sensor can sense the temperature in the wavelength range of 5-14 μm. Since the infrared rays emitted from objects having different temperatures are different, the voltage values obtained by the thermoelectric effect generated at the thermocouple junctions are different, and the temperature values obtained according to the voltage are also different. Thus, it can detect a difference between the target and the sensor or ambient temperature. In order to more accurately measure the body temperature, the package has a thermistor in addition to the thermopile die for monitoring the internal temperature of the sensor, and temperature compensation can be performed on the measured thermopile temperature.
In yet another possible embodiment, the index parameter in the present application may be a heart rate parameter reflecting the heart rate of the user. The sensing and collecting device may be a pulse wave collecting device, such as a reflective photoelectric sensor. Furthermore, the reflective photoelectric sensor can convert visible light into an electric signal, the infrared light emitting diode is used as a rapid light source, and the phototriode is used as a receiving tube to form an infrared transmitting-receiving pair tube. After the light is emitted from the infrared light-emitting diode rapid light source, the light penetrates through skin and tissues, a part of the light is absorbed by skin, muscles, blood and the like, and a part of the light is reflected back by the blood and is converted into an electric signal by the photoelectric triode, and meanwhile, in order to prevent an external light source from interfering the collection of pulse wave signals, the reflective photoelectric sensor is externally covered with an optical filter with the diameter of 1cm, and the external light source is filtered.
It should be noted that, in the present application, the voltage signals of the pulse and the body temperature obtained by the reflective photoelectric sensor and the thermopile infrared temperature sensor are very weak and accompanied by interference, so that in order to ensure the accuracy of the collected data, the voltage signals need to be filtered and amplified to reach the identification range of the pulse wave collecting device, thereby completing signal sampling and data analysis.
S102, acquiring daily parameters aiming at the target user, wherein the daily parameters are parameters for reflecting the living state of the target user.
Furthermore, in addition to the index parameters of the user, the daily parameters for reflecting the living state of the target user can be further obtained. The daily parameters are not specifically limited in the present application, and may be, for example, sleep parameters, getting-up parameters, leisure parameters, and the like.
In addition, the method for acquiring the daily parameters is not specifically limited in the present application, and for example, the daily parameters transmitted by the user may be received, or corresponding daily parameters may be obtained for automatically monitoring the living state of the user, and the like.
S103, determining a push message based on the index parameter and the daily parameter of the target user, wherein the push message is used for improving the health state of the target user.
Further, after the index parameter and the daily parameter of the user are obtained, the push message for improving the health state of the target user can be determined according to the two parameters. And sends it to the target user.
It can be understood that the manner of generating the push message by using the index parameter and the daily parameter is not specifically limited in the present application. For example, the push message corresponding to the parameter may be obtained through a preset parameter mapping relationship.
With the development of modern science and technology, the abundance of materials, and the popularization of computers, televisions and mobile phones, the pace of work and life of people is faster and faster, the working pressure is higher and higher, and the chronic occupational diseases and the sub-health conditions are more and more, such as obesity, diabetes, mobile phone neck, scapulohumeral periarthritis, fat belly, fatty liver, lumbar disc herniation, insomnia, depression and the like. Most people lack necessary health care common sense and means, so that the ever-increasing life pressure cannot be solved, the sub-health condition is serious and the disease is finally caused, and the medical system and the finance of the whole society are seriously burdened. Furthermore, modern people living in cities need a convenient, effective and easily-achieved health-care means combined with high technology to improve health and literacy, reduce pressure, reasonably exercise, improve daily health level, prevent diseases and reduce illness risks, reduce medical burden and finally improve life quality and happiness.
In view of this, the present application may generate a push message for improving the health status of a target user, so as to avoid health problems caused by the user not paying attention to fitness.
In the application, after the index parameter for reflecting the physiological state of the target user is acquired by the sensing acquisition device, the daily parameter for reflecting the living state of the target user can be further acquired, and the push message for improving the health state of the target user is determined based on the index parameter and the daily parameter of the target user. By applying the technical scheme, after the physiological state parameters and daily living parameters of the user are acquired, the corresponding health report can be recommended according to the physiological state and the living state of the user in a targeted manner. This also avoids the health problems of the user in daily life caused by not paying attention to health care.
In the present application, the index parameter may include at least one of two parameters:
heart rate parameters and body temperature parameters.
In another possible embodiment of the present application, in S101 (acquiring an index parameter for a target user by using a sensing and collecting device), the following may be implemented:
when a first acquisition instruction is received, starting the sensing acquisition device, wherein the first acquisition instruction is generated in a mode that a target user clicks an acquisition area within a first preset time period for a first preset number of times, and the acquisition area is an area where the sensing acquisition device is arranged;
and acquiring index parameters by using a sensing acquisition device.
Further, the heart rate parameter in the present application may be a parameter for reflecting the heart rate state of the target user. The heart rate refers to the number of heartbeats per minute of a normal person in a quiet state, also called a quiet heart rate, and is generally 60-100 times/minute, and individual differences can be generated due to age, gender or other physiological factors. In addition, the body temperature parameter may be a parameter for reflecting the body temperature state of the target user. Wherein, the temperature inside the human body is called the body temperature. Keeping constant body temperature is a necessary condition for ensuring normal metabolism and life activities.
It should be noted that, the first acquisition instruction in the present application may be generated in a manner that the user clicks the acquisition region for a first preset number of times within a first preset time period. First, it should be noted that the first preset time period is not specifically limited in the present application, and may be, for example, 1s, or 3 s. In addition, the first preset number is not specifically limited in the present application, and may be, for example, 2 times, 3 times, or the like.
For example, the sensing device of the device in the present application may monitor in real time whether an operation of continuously clicking the acquisition area 3 times within a time range of 2s is received by the user in the acquisition area of the sensing acquisition device. If so, judging that the first acquisition instruction is acquired currently, and acquiring the corresponding heart rate parameter and body temperature parameter by using the sensing acquisition device.
Or, the sensing device of the device in the application can also monitor whether the operation that the user clicks the acquisition area and drags the acquisition area to the preset area within the time range of 5s is received in real time. If so, judging that the first acquisition instruction is acquired currently, and acquiring the corresponding heart rate parameter and body temperature parameter by using the sensing acquisition device.
In the present application, the daily parameter may include at least one of three parameters:
wake parameters, sleep parameters, and leisure parameters.
In another possible embodiment of the present application, in S102 (obtaining daily parameters for the target user), the following may be implemented:
when a second acquisition instruction is received, acquiring time information, wherein the generation mode of the second acquisition instruction is a mode that a target user clicks an acquisition area for a second preset number of times within a second preset time period;
and acquiring the daily parameters of the target user based on the matching relation between the time information and the preset time period.
Further, the waking parameter in the present application may be time information for reflecting the waking of the target user. Further, the sleep parameter may be time information for reflecting that the target user starts to sleep. In addition, the leisure parameter may be time information for reflecting the start of rest of the target user.
It should be noted that the second acquisition instruction in the present application may be generated in a manner that the user clicks the acquisition region a second preset number of times within a second preset time period. First, it should be noted that the second preset time period is not specifically limited in the present application, and may be, for example, 1s, or 3 s. In addition, the second preset number is not specifically limited in the present application, and may be, for example, 2 times, 3 times, or the like. In addition, the second preset time period in the present application may be the same as or different from the first preset time period. Moreover, the second preset times in the present application may be the same as or different from the first preset times.
For example, the sensing device of the device in the present application may monitor in real time whether an operation of continuously clicking the acquisition area 5 times within a time range of 3s is received by the user in the acquisition area of the set sensing acquisition device. If the user receives the second acquisition instruction, the current acquisition of the second acquisition instruction is judged, then the waking parameters of the target user are acquired by using the sensing acquisition device, the sleeping parameters of the target user are acquired when the user continuously clicks the acquisition area for 3 times within the time range of 3s, and the leisure parameters of the target user are acquired when the user continuously clicks the acquisition area for 7 times within the time range of 3 s.
It can be understood that, after receiving the waking parameters and the sleeping parameters of the user, the present application can calculate the daily sleeping time of the user, and further can push the health report for the user in a targeted manner according to the sleeping time.
Furthermore, after the leisure parameters sent by the user are obtained, the user can be judged to belong to the leisure time at present. Furthermore, a preset nourishing and treating method can be pushed to the user. For example, the health care method can be used for reducing pressure, losing weight, relieving restlessness, reducing anger, relaxing brain, relaxing leisure exercise and the like. Furthermore, after the user selects and applies a method, the system can correspondingly send specific content information, and the user can also perform corresponding evaluation on the method after immediately using the method, and the like.
In another possible embodiment of the present application, in S103 (determining the push message based on the target user' S index parameter and the daily parameter), the following may be implemented:
when a third acquisition instruction is received, acquiring an organ image of the target user, wherein the organ image comprises at least one of a neck organ, a waist organ and a back organ of the target user;
acquiring organ parameters of a target user based on the organ image and a preset neural network model;
determining a push message based on the target user's metric parameters, daily parameters, and organ parameters.
In order to further determine the health report pushed to the user, the method can also acquire the organ image of the user. Wherein at least one of a neck organ, a waist organ, and a back organ may be included in the organ image. For example, the method and the device can shoot 5 pictures of each organ of the user at different angles, and then upload the pictures to the server to analyze whether the user has a sub-health state or not. And (4) giving analysis results for the sub-health body states such as the neck, the waist and the humpback of the mobile phone. And the posture health care method can be recommended to the user according to the user setting and preference and the scoring data of all users.
Furthermore, after the organ image of the target user is obtained, the organ feature information of the user can be extracted by using the neural network model, and then corresponding neck organ parameters, waist organ parameters and back organ parameters can be obtained. It should be noted that, the preset neural network model is not specifically limited in the present application, and in a possible implementation, the feature recognition may be performed on the organ image by using a convolutional neural network model.
Among them, Convolutional Neural Networks (CNN) are a kind of feed forward Neural Networks (fed forward Neural Networks) containing convolution calculation and having a deep structure, and are one of the representative algorithms of deep learning. The convolutional neural network has a representation learning (representation learning) capability, and can perform translation invariant classification on input information according to a hierarchical structure of the convolutional neural network. The CNN (convolutional neural network) has remarkable effects in the fields of image classification, target detection, semantic segmentation and the like due to the powerful feature characterization capability of the CNN on the image.
Further, the present application may use the extracted organ feature parameters of the user in the organ image in the CNN neural network model. At least one organ image needs to be input into a preset convolutional neural network model, and the output of the last full connected layer (FC) of the convolutional neural network model is used as the organ feature data corresponding to the organ image. So as to obtain the physical health state of the user according to the characteristic data.
It should be further noted that, before determining the organ characteristic parameters corresponding to the user by using the convolutional neural network model, the convolutional neural network model needs to be obtained in the following manner:
acquiring a sample image, wherein the sample image comprises at least one organ characteristic information;
and training a preset image semantic segmentation model by using the sample image to obtain a neural network detection model meeting preset conditions.
Further, the present application may identify, through a neural network image classification model, a sample feature (for example, a facial feature, a waist feature, a neck feature, or the like) of at least one object included in the sample image. Furthermore, the neural network image classification model may classify each sample feature in the sample image, and classify the sample features belonging to the same category into the same type, so that a plurality of sample features obtained after semantic segmentation of the sample image may be sample features composed of a plurality of different types.
Further optionally, in an embodiment of the present application, after S103 (determining the push message based on the target user' S index parameter and the daily parameter), a specific embodiment is further included, as shown in fig. 3, including:
s201, acquiring index parameters aiming at a target user by using a sensing acquisition device.
S202, acquiring daily parameters of the target user.
S203, determining the push message based on the index parameter and the daily parameter of the target user.
S204, matching preset target video information and/or target audio information from a preset database based on the push message.
S205, pushing the target video information and/or the target audio information to the target user.
Further, the application is directed to the target user's index parameter and daily parameter after determining the corresponding push message. In order to further improve the health state of the user, the method and the device can also extract the audio and video information suitable for being recommended to the target user from a preset database and send the audio and video information to the user. The audio-video information is not specifically limited, and may be, for example, diet audio-video information, sport audio-video information, and the like.
Further, the manner of pushing the target video information and/or the target audio information to the target user is not specifically limited in the present application, and may be, for example, a manner of sending a corresponding address link to enable the user to click and view. And the audio and video information can be directly sent to the user for the user to watch.
In the application, after the index parameter for reflecting the physiological state of the target user is acquired by the sensing acquisition device, the daily parameter for reflecting the living state of the target user can be further acquired, and the push message for improving the health state of the target user is determined based on the index parameter and the daily parameter of the target user. By applying the technical scheme, after the physiological state parameters and daily living parameters of the user are acquired, the corresponding health report can be recommended according to the physiological state and the living state of the user in a targeted manner. This also avoids the health problems of the user in daily life caused by not paying attention to health care.
In another embodiment of the present application, as shown in fig. 3, the present application further provides an apparatus for pushing a message to a user. The device comprises a first obtaining module 301, a second obtaining module 302, and a determining module 303, wherein:
the first acquisition module is used for acquiring an index parameter aiming at a target user by using a sensing acquisition device, wherein the index parameter is a parameter for reflecting the physiological state of the target user;
a second obtaining module configured to obtain a daily parameter for the target user, where the daily parameter is a parameter for reflecting a living state of the target user;
a determining module configured to determine a push message based on the metric parameter of the target user and the daily parameter, the push message being used to improve the health status of the target user.
In the application, after the index parameter for reflecting the physiological state of the target user is acquired by the sensing acquisition device, the daily parameter for reflecting the living state of the target user can be further acquired, and the push message for improving the health state of the target user is determined based on the index parameter and the daily parameter of the target user. By applying the technical scheme, after the physiological state parameters and daily living parameters of the user are acquired, the corresponding health report can be recommended according to the physiological state and the living state of the user in a targeted manner. This also avoids the health problems of the user in daily life caused by not paying attention to health care.
In another embodiment of the present application, the indicator parameter comprises at least one of a heart rate parameter and a body temperature parameter.
In another embodiment of the present application, the first obtaining module 301 further includes:
a first obtaining module 301, configured to start the sensing acquisition device when receiving a first acquisition instruction, where the first acquisition instruction is generated in a manner that the target user clicks the acquisition area within a first preset time period for a first preset number of times, and the acquisition area is an area where the sensing acquisition device is set;
a first obtaining module 301 configured to obtain the index parameter by using the sensing acquisition apparatus.
In another embodiment of the present application, the daily parameter comprises at least one of a wake parameter, a sleep parameter, and a leisure parameter.
In another embodiment of the present application, the second obtaining module 302 further includes:
a second obtaining module 302, configured to obtain time information when a second collecting instruction is received, where the second collecting instruction is generated in a manner that the target user clicks the collecting area within a second preset time period for a second preset number of times;
a second obtaining module 302, configured to obtain the daily parameter of the target user based on a matching relationship between the time information and a preset time period.
In another embodiment of the present application, the determining module 303, wherein:
a determining module 303, configured to, when receiving a third acquisition instruction, acquire an organ image of the target user, where the organ image includes at least one of a neck organ, a waist organ, and a back organ of the target user;
a determining module 303, configured to obtain organ parameters of the target user based on the organ image and a preset neural network model;
a determining module 303 configured to determine the push message based on the metric parameter of the target user, the daily parameter, and the organ parameter.
In another embodiment of the present application, the method further includes a pushing module 304, wherein:
a push module 304 configured to match preset target video information and/or target audio information from a preset database based on the push message;
a pushing module 304 configured to push the target video information, and/or the target audio information, to the target user.
Fig. 5 is a block diagram illustrating a logical structure of an electronic device in accordance with an exemplary embodiment. For example, the electronic device 400 may be a mobile phone, a computer, a digital broadcast terminal, a messaging device, a game console, a tablet device, a medical device, an exercise device, a personal digital assistant, and the like.
Referring to fig. 5, electronic device 400 may include one or more of the following components: a processor 401 and a memory 402.
Processor 401 may include one or more processing cores, such as a 4-core processor, an 8-core processor, or the like. The processor 401 may be implemented in at least one hardware form of a DSP (Digital Signal Processing), an FPGA (Field-Programmable Gate Array), and a PLA (Programmable Logic Array). The processor 401 may also include a main processor and a coprocessor, where the main processor is a processor for Processing data in an awake state, and is also called a Central Processing Unit (CPU); a coprocessor is a low power processor for processing data in a standby state. In some embodiments, the processor 401 may be integrated with a GPU (Graphics processing unit), which is responsible for rendering and drawing the content required to be displayed by the display screen. In some embodiments, the processor 401 may further include an AI (Artificial Intelligence) processor for processing computing operations related to machine learning.
Memory 402 may include one or more computer-readable storage media, which may be non-transitory. Memory 402 may also include high speed random access memory, as well as non-volatile memory, such as one or more magnetic disk storage devices, flash memory storage devices. In some embodiments, a non-transitory computer readable storage medium in the memory 402 is configured to store at least one instruction for execution by the processor 401 to implement the interactive special effect calibration method provided by the method embodiments of the present application.
In some embodiments, the electronic device 400 may further optionally include: a peripheral interface 403 and at least one peripheral. The processor 401, memory 402 and peripheral interface 403 may be connected by bus or signal lines. Each peripheral may be connected to the peripheral interface 403 via a bus, signal line, or circuit board. Specifically, the peripheral device includes: at least one of radio frequency circuitry 404, touch screen display 405, camera 406, audio circuitry 407, positioning components 408, and power supply 409.
The peripheral interface 403 may be used to connect at least one peripheral related to I/O (Input/Output) to the processor 401 and the memory 402. In some embodiments, processor 401, memory 402, and peripheral interface 403 are integrated on the same chip or circuit board; in some other embodiments, any one or two of the processor 401, the memory 402 and the peripheral interface 403 may be implemented on a separate chip or circuit board, which is not limited by this embodiment.
The Radio Frequency circuit 404 is used for receiving and transmitting RF (Radio Frequency) signals, also called electromagnetic signals. The radio frequency circuitry 404 communicates with communication networks and other communication devices via electromagnetic signals. The rf circuit 404 converts an electrical signal into an electromagnetic signal to transmit, or converts a received electromagnetic signal into an electrical signal. Optionally, the radio frequency circuit 404 includes: an antenna system, an RF transceiver, one or more amplifiers, a tuner, an oscillator, a digital signal processor, a codec chipset, a subscriber identity module card, and so forth. The radio frequency circuitry 404 may communicate with other terminals via at least one wireless communication protocol. The wireless communication protocols include, but are not limited to: metropolitan area networks, various generation mobile communication networks (2G, 3G, 4G, and 5G), Wireless local area networks, and/or WiFi (Wireless Fidelity) networks. In some embodiments, the rf circuit 404 may further include NFC (Near Field Communication) related circuits, which are not limited in this application.
The display screen 405 is used to display a UI (User Interface). The UI may include graphics, text, icons, video, and any combination thereof. When the display screen 405 is a touch display screen, the display screen 405 also has the ability to capture touch signals on or over the surface of the display screen 405. The touch signal may be input to the processor 401 as a control signal for processing. At this point, the display screen 405 may also be used to provide virtual buttons and/or a virtual keyboard, also referred to as soft buttons and/or a soft keyboard. In some embodiments, the display screen 405 may be one, providing the front panel of the electronic device 400; in other embodiments, the display screen 405 may be at least two, respectively disposed on different surfaces of the electronic device 400 or in a folded design; in still other embodiments, the display screen 405 may be a flexible display screen disposed on a curved surface or a folded surface of the electronic device 400. Even further, the display screen 405 may be arranged in a non-rectangular irregular pattern, i.e. a shaped screen. The Display screen 405 may be made of LCD (Liquid Crystal Display), OLED (Organic Light-Emitting Diode), and other materials.
The camera assembly 406 is used to capture images or video. Optionally, camera assembly 406 includes a front camera and a rear camera. Generally, a front camera is disposed at a front panel of the terminal, and a rear camera is disposed at a rear surface of the terminal. In some embodiments, the number of the rear cameras is at least two, and each rear camera is any one of a main camera, a depth-of-field camera, a wide-angle camera and a telephoto camera, so that the main camera and the depth-of-field camera are fused to realize a background blurring function, and the main camera and the wide-angle camera are fused to realize panoramic shooting and VR (Virtual Reality) shooting functions or other fusion shooting functions. In some embodiments, camera assembly 406 may also include a flash. The flash lamp can be a monochrome temperature flash lamp or a bicolor temperature flash lamp. The double-color-temperature flash lamp is a combination of a warm-light flash lamp and a cold-light flash lamp, and can be used for light compensation at different color temperatures.
The audio circuit 407 may include a microphone and a speaker. The microphone is used for collecting sound waves of a user and the environment, converting the sound waves into electric signals, and inputting the electric signals to the processor 401 for processing, or inputting the electric signals to the radio frequency circuit 404 for realizing voice communication. For stereo capture or noise reduction purposes, the microphones may be multiple and disposed at different locations of the electronic device 400. The microphone may also be an array microphone or an omni-directional pick-up microphone. The speaker is used to convert electrical signals from the processor 401 or the radio frequency circuit 404 into sound waves. The loudspeaker can be a traditional film loudspeaker or a piezoelectric ceramic loudspeaker. When the speaker is a piezoelectric ceramic speaker, the speaker can be used for purposes such as converting an electric signal into a sound wave audible to a human being, or converting an electric signal into a sound wave inaudible to a human being to measure a distance. In some embodiments, audio circuitry 407 may also include a headphone jack.
The positioning component 408 is used to locate the current geographic Location of the electronic device 400 for navigation or LBS (Location Based Service). The Positioning component 408 may be a Positioning component based on the GPS (Global Positioning System) of the united states, the beidou System of china, the graves System of russia, or the galileo System of the european union.
The power supply 409 is used to supply power to the various components in the electronic device 400. The power source 409 may be alternating current, direct current, disposable or rechargeable. When power source 409 comprises a rechargeable battery, the rechargeable battery may support wired or wireless charging. The rechargeable battery may also be used to support fast charge technology.
In some embodiments, the electronic device 400 also includes one or more sensors 410. The one or more sensors 410 include, but are not limited to: acceleration sensor 411, gyro sensor 412, pressure sensor 413, fingerprint sensor 414, optical sensor 415, and proximity sensor 416.
The acceleration sensor 411 may detect the magnitude of acceleration in three coordinate axes of a coordinate system established with the electronic apparatus 400. For example, the acceleration sensor 411 may be used to detect components of the gravitational acceleration in three coordinate axes. The processor 401 may control the touch display screen 405 to display the user interface in a landscape view or a portrait view according to the gravitational acceleration signal collected by the acceleration sensor 411. The acceleration sensor 411 may also be used for acquisition of motion data of a game or a user.
The gyro sensor 412 may detect a body direction and a rotation angle of the electronic device 400, and the gyro sensor 412 may cooperate with the acceleration sensor 411 to acquire a 3D motion of the user on the electronic device 400. From the data collected by the gyro sensor 412, the processor 401 may implement the following functions: motion sensing (such as changing the UI according to a user's tilting operation), image stabilization at the time of photographing, game control, and inertial navigation.
The pressure sensors 413 may be disposed on a side bezel of the electronic device 400 and/or on a lower layer of the touch display screen 405. When the pressure sensor 413 is arranged on the side frame of the electronic device 400, a holding signal of the user to the electronic device 400 can be detected, and the processor 401 performs left-right hand identification or shortcut operation according to the holding signal collected by the pressure sensor 413. When the pressure sensor 413 is disposed at the lower layer of the touch display screen 405, the processor 401 controls the operability control on the U I interface according to the pressure operation of the user on the touch display screen 405. The operability control comprises at least one of a button control, a scroll bar control, an icon control and a menu control.
The fingerprint sensor 414 is used for collecting a fingerprint of the user, and the processor 401 identifies the identity of the user according to the fingerprint collected by the fingerprint sensor 414, or the fingerprint sensor 414 identifies the identity of the user according to the collected fingerprint. Upon recognizing that the user's identity is a trusted identity, processor 401 authorizes the user to perform relevant sensitive operations including unlocking the screen, viewing encrypted information, downloading software, paying, and changing settings, etc. The fingerprint sensor 414 may be disposed on the front, back, or side of the electronic device 400. When a physical button or vendor Logo is provided on the electronic device 400, the fingerprint sensor 414 may be integrated with the physical button or vendor Logo.
The optical sensor 415 is used to collect the ambient light intensity. In one embodiment, the processor 401 may control the display brightness of the touch display screen 405 based on the ambient light intensity collected by the optical sensor 415. Specifically, when the ambient light intensity is high, the display brightness of the touch display screen 405 is increased; when the ambient light intensity is low, the display brightness of the touch display screen 405 is turned down. In another embodiment, the processor 401 may also dynamically adjust the shooting parameters of the camera assembly 406 according to the ambient light intensity collected by the optical sensor 415.
Proximity sensor 416, also known as a distance sensor, is typically disposed on the front panel of electronic device 400. The proximity sensor 416 is used to capture the distance between the user and the front of the electronic device 400. In one embodiment, the processor 401 controls the touch display screen 405 to switch from the bright screen state to the dark screen state when the proximity sensor 416 detects that the distance between the user and the front surface of the electronic device 400 gradually decreases; when the proximity sensor 416 detects that the distance between the user and the front of the electronic device 400 is gradually increased, the processor 401 controls the touch display screen 405 to switch from the breath screen state to the bright screen state.
Those skilled in the art will appreciate that the configuration shown in fig. 5 does not constitute a limitation of the electronic device 400, and may include more or fewer components than those shown, or combine certain components, or employ a different arrangement of components.
In an exemplary embodiment, a non-transitory computer-readable storage medium comprising instructions, such as the memory 404 comprising instructions, executable by the processor 420 of the electronic device 400 to perform the above method of pushing a message to a user, the method comprising: acquiring an index parameter aiming at a target user by using a sensing acquisition device, wherein the index parameter is a parameter for reflecting the physiological state of the target user; acquiring daily parameters aiming at the target user, wherein the daily parameters are parameters for reflecting the living state of the target user; determining a push message based on the target user's metric parameter and the daily parameter, the push message being used to improve the target user's health status. Optionally, the instructions may also be executable by the processor 420 of the electronic device 400 to perform other steps involved in the exemplary embodiments described above. Optionally, the instructions may also be executable by the processor 420 of the electronic device 400 to perform other steps involved in the exemplary embodiments described above. For example, the non-transitory computer readable storage medium may be a ROM, a Random Access Memory (RAM), a CD-ROM, a magnetic tape, a floppy disk, an optical data storage device, and the like.
In an exemplary embodiment, an application/computer program product is also provided, which includes one or more instructions executable by the processor 420 of the electronic device 400 to perform the above method for pushing a message to a user, the method including: acquiring an index parameter aiming at a target user by using a sensing acquisition device, wherein the index parameter is a parameter for reflecting the physiological state of the target user; acquiring daily parameters aiming at the target user, wherein the daily parameters are parameters for reflecting the living state of the target user; determining a push message based on the target user's metric parameter and the daily parameter, the push message being used to improve the target user's health status. Optionally, the instructions may also be executable by the processor 420 of the electronic device 400 to perform other steps involved in the exemplary embodiments described above. Other embodiments of the present application will be apparent to those skilled in the art from consideration of the specification and practice of the invention disclosed herein. This application is intended to cover any variations, uses, or adaptations of the invention following, in general, the principles of the application and including such departures from the present disclosure as come within known or customary practice within the art to which the invention pertains. It is intended that the specification and examples be considered as exemplary only, with a true scope and spirit of the application being indicated by the following claims.
It will be understood that the present application is not limited to the precise arrangements described above and shown in the drawings and that various modifications and changes may be made without departing from the scope thereof. The scope of the application is limited only by the appended claims.

Claims (10)

1. A method for pushing a message to a user, comprising:
acquiring an index parameter aiming at a target user by using a sensing acquisition device, wherein the index parameter is a parameter for reflecting the physiological state of the target user;
acquiring daily parameters aiming at the target user, wherein the daily parameters are parameters for reflecting the living state of the target user;
determining a push message based on the target user's metric parameter and the daily parameter, the push message being used to improve the target user's health status.
2. The method of claim 1, wherein the metric parameters include at least one of a heart rate parameter and a body temperature parameter.
3. The method of claim 1 or 2, wherein the acquiring, by using a sensing acquisition device, the index parameter for the target user comprises:
starting the sensing acquisition device when a first acquisition instruction is received, wherein the first acquisition instruction is generated in a mode that the target user clicks the acquisition area for a first preset number of times within a first preset time period, and the acquisition area is an area where the sensing acquisition device is arranged;
and acquiring the index parameter by using the sensing acquisition device.
4. The method of claim 1, wherein the daily parameters include at least one of wakefulness parameters, sleep parameters, and leisure parameters.
5. The method of claim 4, wherein the obtaining daily parameters for the target user comprises:
when a second acquisition instruction is received, acquiring time information, wherein the second acquisition instruction is generated in a mode that the target user clicks the acquisition area for a second preset number of times within a second preset time period;
and acquiring the daily parameters of the target user based on the matching relation between the time information and a preset time period.
6. The method of claim 3 or 5, wherein determining a push message based on the metric parameter of the target user and the daily parameter comprises:
when a third acquisition instruction is received, acquiring an organ image of the target user, wherein the organ image comprises at least one of a neck organ, a waist organ and a back organ of the target user;
acquiring organ parameters of the target user based on the organ image and a preset neural network model;
determining the push message based on the target user's metric parameters, the daily parameters, and the organ parameters.
7. The method of claim 1, wherein after determining a push message based on the metric parameter of the target user and the daily parameter, further comprising:
matching preset target video information and/or target audio information from a preset database based on the push message;
and pushing the target video information and/or the target audio information to the target user.
8. An apparatus for pushing a message to a user, comprising:
the first acquisition module is used for acquiring an index parameter aiming at a target user by using a sensing acquisition device, wherein the index parameter is a parameter for reflecting the physiological state of the target user;
a second obtaining module configured to obtain a daily parameter for the target user, where the daily parameter is a parameter for reflecting a living state of the target user;
a determining module configured to determine a push message based on the metric parameter of the target user and the daily parameter, the push message being used to improve the health status of the target user.
9. An electronic device, comprising:
a memory for storing executable instructions; and the number of the first and second groups,
a processor for displaying with the memory to execute the executable instructions to perform the operations of the method of pushing a message to a user of any of claims 1-7.
10. A computer-readable storage medium storing computer-readable instructions, wherein the instructions, when executed, perform the operations of the method for pushing a message to a user of any of claims 1-7.
CN201911235279.0A 2019-12-05 2019-12-05 Method, device, electronic equipment and medium for pushing message to user Withdrawn CN112927800A (en)

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Application publication date: 20210608