Information recommendation method and device
1. A display device, comprising a display screen and a processor, wherein the processor is configured to:
responding to a recommendation instruction, acquiring health assessment information corresponding to a specified account, wherein the health assessment information at least comprises health data corresponding to the specified account, and the health data is determined based on sign data acquired by health equipment bound with the specified account;
and obtaining target recommendation information based on the health assessment information, and presenting the target recommendation information through the display screen.
2. The device of claim 1, wherein the processor is further configured to determine the health assessment information by:
public information is obtained through a server and is used as the health assessment information, and the public information comprises at least one of time information, geographic information and environment information; and/or the presence of a gas in the gas,
and acquiring personalized information corresponding to the specified account, and taking the personalized information as the health assessment information.
3. The device of claim 1, wherein the processor is further configured to obtain health data by:
acquiring an inquiry report corresponding to the designated account, and obtaining inquiry information from the inquiry report, wherein the inquiry information comprises at least one of a disease condition and medication information;
acquiring sign data corresponding to the designated account through the health equipment connected with the display equipment;
and taking the physical sign data and the inquiry information as health data corresponding to the specified account.
4. The device of claim 3, wherein the processor is further configured to obtain an inquiry report corresponding to the designated account by:
responding to a video inquiry operation, acquiring an inquiry image acquired by image acquisition equipment connected with the display equipment, sending the inquiry image to inquiry equipment, and receiving an inquiry report returned by the inquiry equipment; alternatively, the first and second electrodes may be,
responding to the artificial intelligent inquiry operation, acquiring an inquiry record, sending the inquiry record to an inquiry device, and receiving an inquiry report returned by the inquiry device.
5. The device of any one of claims 1-4, wherein the processing means is configured to perform:
inputting the health evaluation information into a preset health knowledge recommendation model to obtain target recommendation information;
the processor is further configured to perform:
and in the using process of the health knowledge recommendation model, based on historical operation data, when the condition of model adjustment is determined to be reached, performing parameter adjustment on the health knowledge recommendation model.
6. The apparatus of claim 5, wherein the model adjustment condition comprises:
the recommended conversion rate in the set time is lower than a preset conversion rate threshold value; alternatively, the first and second electrodes may be,
the information recommendation quality in the set time is lower than a preset quality threshold;
the recommendation conversion rate is used for representing the ratio of the click times of the recommendation information in the total number of the recommendation information, the information recommendation quality is determined based on the recommendation conversion rate and the information conversion duration, and the information conversion duration is used for representing the presentation duration of the recommendation information.
7. An information recommendation method is applied to a display device, and comprises the following steps:
responding to a recommendation instruction, acquiring health assessment information corresponding to a specified account, wherein the health assessment information at least comprises health data corresponding to the specified account, and the health data is determined based on sign data acquired by health equipment bound with the specified account;
and obtaining target recommendation information based on the health assessment information, and presenting the target recommendation information through the display screen.
8. The method of claim 7, wherein the health assessment information is determined by:
public information is obtained through a server and is used as the health assessment information, and the public information comprises at least one of time information, geographic information and environment information; and/or the presence of a gas in the gas,
and acquiring personalized information corresponding to the specified account, and taking the personalized information as the health assessment information.
9. The method of claim 7, wherein the health data is obtained by:
acquiring an inquiry report corresponding to the designated account, and obtaining inquiry information from the inquiry report, wherein the inquiry information comprises at least one of a disease condition and medication information;
acquiring sign data corresponding to the designated account through the health equipment connected with the display equipment;
and taking the physical sign data and the inquiry information as health data corresponding to the specified account.
10. The method according to claim 9, wherein the obtaining of the inquiry report corresponding to the specified account specifically includes:
responding to a video inquiry operation, acquiring an inquiry image acquired by image acquisition equipment connected with the display equipment, sending the inquiry image to inquiry equipment, and receiving an inquiry report returned by the inquiry equipment; alternatively, the first and second electrodes may be,
responding to the artificial intelligent inquiry operation, acquiring an inquiry record, sending the inquiry record to an inquiry device, and receiving an inquiry report returned by the inquiry device.
Background
With the development of society and economy, people are more and more strongly conscious of health, health gradually becomes a focus in the scene of smart families, and how to accurately recommend scientific and reasonable health information such as health knowledge and health information becomes a hot spot.
At present, on the one hand, health information recommendation can be performed according to search records, but the correlation between the search records and the physical condition of the user is low, and therefore, the health information recommendation is inaccurate. On the other hand, health information recommendation can be performed based on preset illness information, but the health condition of the user changes, so that the illness information needs to be continuously modified, the product practicability is poor, the recommended health information cannot be updated in time, and the accuracy is poor.
Disclosure of Invention
The application provides a health information recommendation method and equipment, which are used for realizing personalized recommendation, improving the product practicability and improving the accuracy of recommendation information.
The embodiment of the application provides the following specific technical scheme:
in a first aspect, a display device comprises a display screen and a processor, wherein the processor is configured to:
responding to a recommendation instruction, acquiring health assessment information corresponding to a specified account, wherein the health assessment information at least comprises health data corresponding to the specified account, and the health data is determined based on sign data acquired by health equipment bound with the specified account;
and obtaining target recommendation information based on the health assessment information, and presenting the target recommendation information through the display screen.
In the embodiment of the application, the sick information does not need to be configured in advance, the user operation is reduced, the learning cost is reduced, the use feeling of a user is improved, information recommendation can be performed according to the sign data acquired by the health equipment, the accuracy of the recommended information is improved, in addition, information recommendation is performed at least based on the sign data, personalized recommendation for individuals can be realized, and the product practicability is improved.
Optionally, the processor is further configured to determine the health assessment information by:
public information is obtained through a server and is used as the health assessment information, and the public information comprises at least one of time information, geographic information and environment information; and/or the presence of a gas in the gas,
and acquiring personalized information corresponding to the specified account, and taking the personalized information as the health assessment information.
According to the embodiment of the application, multiple items of information such as public information, personalized information and health data are combined, information recommendation can be accurately carried out, recommendation accuracy is improved, and personalized recommendation can be achieved for individuals.
Optionally, the processor is further configured to obtain the health data by:
acquiring an inquiry report corresponding to the designated account, and obtaining inquiry information from the inquiry report, wherein the inquiry information comprises at least one of a disease condition and medication information;
acquiring sign data corresponding to the designated account through the health equipment connected with the display equipment;
and taking the physical sign data and the inquiry information as health data corresponding to the specified account.
In the embodiment of the application, the disease condition and the medication information are acquired based on the inquiry report, and the disease condition, the medication information and the physical sign data are used as health data, so that the correlation between the target recommendation information and the physical health condition of the user is improved.
Optionally, the processor is further configured to obtain an inquiry report corresponding to the specified account by performing the following operations:
responding to a video inquiry operation, acquiring an inquiry image acquired by image acquisition equipment connected with the display equipment, sending the inquiry image to inquiry equipment, and receiving an inquiry report returned by the inquiry equipment; alternatively, the first and second electrodes may be,
responding to the artificial intelligent inquiry operation, acquiring an inquiry record, sending the inquiry record to an inquiry device, and receiving an inquiry report returned by the inquiry device.
In the embodiment of the application, the corresponding inquiry report can be obtained in response to the video inquiry operation or the artificial intelligent inquiry operation, so that a user can perform online inquiry through the video inquiry or the artificial inquiry, and the inquiry efficiency is improved.
Optionally, the processor is configured to perform:
inputting the health evaluation information into a preset health knowledge recommendation model to obtain target recommendation information;
the processor is further configured to perform:
and in the using process of the health knowledge recommendation model, based on historical operation data, when the condition of model adjustment is determined to be reached, performing parameter adjustment on the health knowledge recommendation model.
In the embodiment of the application, the target recommendation information is obtained through the health knowledge recommendation model, the information recommendation accuracy and the information recommendation efficiency are improved, and in addition, the model is adjusted in the using process of the model, so that the model is continuously optimized, the model performance is improved, and the recommendation accuracy is further improved.
Optionally, the model adjusting condition includes:
the recommended conversion rate in the set time is lower than a preset conversion rate threshold value; alternatively, the first and second electrodes may be,
the information recommendation quality in the set time is lower than a preset quality threshold;
the recommendation conversion rate is used for representing the ratio of the click times of the recommendation information in the total number of the recommendation information, the information recommendation quality is determined based on the recommendation conversion rate and the information conversion duration, and the information conversion duration is used for representing the presentation duration of the recommendation information.
In the embodiment of the application, the accuracy of the recommendation information is measured through the recommendation conversion rate, and when the recommendation conversion rate or the information recommendation quality is lower than the corresponding threshold value, the parameters of the health knowledge recommendation model are adjusted, so that more accurate information recommendation is realized.
In a second aspect, an information recommendation method applied to a display device includes:
responding to a recommendation instruction, acquiring health assessment information corresponding to a specified account, wherein the health assessment information at least comprises health data corresponding to the specified account, and the health data is determined based on sign data acquired by health equipment bound with the specified account;
and obtaining target recommendation information based on the health assessment information, and presenting the target recommendation information through the display screen.
Optionally, the health assessment information is determined by:
public information is obtained through a server and is used as the health assessment information, and the public information comprises at least one of time information, geographic information and environment information; and/or the presence of a gas in the gas,
and acquiring personalized information corresponding to the specified account, and taking the personalized information as the health assessment information.
Optionally, the health data is obtained by:
acquiring an inquiry report corresponding to the designated account, and obtaining inquiry information from the inquiry report, wherein the inquiry information comprises at least one of a disease condition and medication information;
acquiring sign data corresponding to the designated account through the health equipment connected with the display equipment;
and taking the physical sign data and the inquiry information as health data corresponding to the specified account.
In a third aspect, an information recommendation apparatus includes:
the health assessment information at least comprises health data corresponding to the specified account, and the health data is determined based on sign data acquired by health equipment bound with the specified account;
and the presentation unit is used for obtaining target recommendation information based on the health assessment information and presenting the target recommendation information through the display screen.
In a fourth aspect, a computer storage medium has stored thereon a computer program for implementing the steps of the method of the second aspect when executed by a processor.
Drawings
In order to more clearly illustrate the embodiments of the present application or the technical solutions in the prior art, the drawings used in the description of the embodiments or the prior art will be briefly described below, it is obvious that the drawings in the following description are only some embodiments of the present application, and for those skilled in the art, other drawings can be obtained according to the drawings without creative efforts.
Fig. 1 is a schematic diagram of an application scenario provided in an embodiment of the present application;
fig. 2 is a schematic flowchart of an information recommendation method provided in an embodiment of the present application;
FIG. 3 is a schematic diagram of a human-machine interface provided in an embodiment of the present application;
FIG. 4 is a schematic illustration of an interrogation report provided in an embodiment of the present application;
FIG. 5 is another schematic illustration of an interrogation report provided in an embodiment of the present application;
fig. 6 is a schematic structural diagram of an information recommendation device provided in an embodiment of the present application;
fig. 7 is a schematic structural diagram of a display device provided in an embodiment of the present application.
Detailed Description
In order to make the objects, technical solutions and advantages of the present application clearer, the present application will be described in further detail with reference to the accompanying drawings, and it is obvious that the described embodiments are only a part of the embodiments of the present application, and not all embodiments. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present application.
In the embodiment of the present application, the term "and/or" describes an association relationship of associated objects, and means that there may be three relationships, for example, a and/or B, which may mean: a exists alone, A and B exist simultaneously, and B exists alone. The character "/" generally indicates that the former and latter associated objects are in an "or" relationship.
The application scenario described in the embodiment of the present application is for more clearly illustrating the technical solution of the embodiment of the present application, and does not form a limitation on the technical solution provided in the embodiment of the present application, and it can be known by a person skilled in the art that with the occurrence of a new application scenario, the technical solution provided in the embodiment of the present application is also applicable to similar technical problems. In the description of the present application, the term "plurality" means two or more unless otherwise specified.
Aiming at the problems that in the prior art, recommendation accuracy is low and personalized recommendation for individuals cannot be realized, in order to improve recommendation accuracy of health information and realize personalized recommendation so as to improve product practicability and user experience, in the embodiment of the application, an information recommendation scheme is provided, and the scheme is to respond to a recommendation instruction and acquire health assessment information corresponding to a specified account, wherein the health assessment information at least comprises health data corresponding to the specified account, and the health data is determined based on sign data acquired by health equipment bound with the specified account; and obtaining target recommendation information based on the health assessment information, and presenting the target recommendation information through a display screen.
In order to make the technical solutions of the present application better understood by those of ordinary skill in the art, the technical solutions in the embodiments of the present application will be clearly and completely described below with reference to the accompanying drawings.
Fig. 1 is a schematic diagram of a possible application scenario provided in the embodiment of the present application. The application scenario at least comprises: display device 100, health device 200, server 300. The display device 100, the health device 200, and the server 300 may be connected to each other through a wired network, or may be connected to each other through a wireless network, which is not limited thereto.
The display device 100 is configured to, in response to the recommendation instruction, obtain health assessment information corresponding to the specified account, obtain target recommendation information based on the health assessment information, and present the target recommendation information through the display screen. The display device 100 may be a television device, or may be an intelligent terminal device, for example, but not limited to, a smart phone, a tablet computer, a notebook computer, a desktop computer, a smart speaker, a smart watch, and the like.
The health device 200 is used to collect vital sign data. In some embodiments, the health device 200 can transmit the acquired vital sign data to the server 300. In other embodiments, the health device 200 can also transmit the collected vital sign data to the display device 100, and accordingly, the display device 100 can present the vital sign data to the user, so as to facilitate the user to manage the vital sign data. The health device 200 and the server 300 may be directly or indirectly connected through wired or wireless communication, and the health device 200 and the display device 100 may also be directly or indirectly connected through wired or wireless communication, which is not limited herein.
The health device 200 may be a wearable device, such as a smart band, and the like, and the display device may also be a non-wearable device, such as, but not limited to, a body fat scale, a sphygmomanometer, a blood glucose meter, a non-invasive blood device, a body temperature gun, and the like.
The server 300 is used for providing medical health resources, physical sign data and the like. Among these, health resources include, but are not limited to: internet doctors, medical health knowledge maps, health science popularization knowledge, health video assets, and the like. The server 300 may be an independent physical server, a server cluster or a distributed system formed by a plurality of physical servers, or a cloud server providing basic cloud computing services such as cloud services, a cloud database, cloud computing, cloud functions, cloud storage, network services, cloud communication, middleware services, domain name services, security services, and big data and artificial intelligence platforms. The server 300 and the display device 100 may also be directly or indirectly connected through wired or wireless communication, and the application is not limited thereto.
In some embodiments, an image capture device (not shown) is coupled to display device 100. The image capturing device may be configured in the display device 100, or may be directly or indirectly connected to the display device 100 through a wired or wireless communication manner, which is not limited herein.
Referring to fig. 2, a schematic flow chart of an information recommendation method provided in an embodiment of the present application is shown, where the method may be applied to a display device, and a specific flow chart is as follows:
s201, the display device responds to the recommendation instruction, and obtains health assessment information corresponding to the specified account, wherein the health assessment information at least comprises health data corresponding to the specified account, and the health data are determined based on sign data collected by the health device bound with the specified account.
The designated account may be represented by, but not limited to, an Identity Document (ID). The sign data includes, but is not limited to, one or more of blood index, blood pressure value, blood glucose value, uric acid value, and the like.
Taking the display device as a television terminal as an example, the display device responds to the recommendation instruction to obtain health assessment information corresponding to the account a, wherein the health assessment information includes health data corresponding to the account a, and the health data is determined based on a blood pressure value acquired by a sphygmomanometer bound with the account a.
In some embodiments, the display device may obtain the recommendation instruction by providing a human-machine interaction interface. Still taking the display device as the television terminal as an example, referring to fig. 3, the man-machine interaction interface presented in the display device includes: basic information, health data, a user portrait, a consultation report, health recommendation and other buttons, and when the health recommendation button is triggered, the display equipment acquires a recommendation instruction.
It is easy to understand that if the display device is a television terminal, the television terminal is used as a human-computer interaction interface, so that the advantages of the large-screen television in video call, content display, voice control and the like can be fully utilized, and the human-computer interaction interface provided by the mobile terminal is simpler and easier to use, and is particularly easier to operate for the old. If the display equipment is a mobile terminal, the intelligent health service can be conveniently used by the user in different scenes.
In some embodiments, the display device may obtain the health data by:
the display equipment acquires an inquiry report corresponding to the specified account, and acquires inquiry information from the inquiry report; acquiring sign data corresponding to the designated account through the health equipment connected with the display equipment; and taking the physical sign data and the inquiry information as health data corresponding to the specified account. Wherein, the inquiry information comprises at least one item of the disease condition and the medication information.
Specifically, the display device may obtain the inquiry report corresponding to the specified account by, but not limited to, the following manners:
the first method is as follows: the display device responds to an Artificial Intelligence (AI) inquiry operation, acquires an inquiry record, transmits the inquiry record to the inquiry device, and receives an inquiry report returned by the inquiry device.
It should be noted that, in the embodiment of the present application, the inquiry apparatus may evaluate the health condition of the user according to an inquiry record, and in implementation, a medical knowledge engine is constructed based on ten thousand medical books and ten million clinical cases, so as to support intelligent diagnosis and logical reasoning.
For example, the user may input the inquiry record in a voice interaction or intelligent conversation manner, or may input the symptom information in a text manner, which is not limited in the embodiment of the present application.
For example, refer to fig. 4, which shows an AI inquiry report corresponding to account a, where the AI inquiry report includes each inquiry report of account a. Referring to fig. 5, when the user clicks on one of the inquiry reports, the information about the illness and medication is included in the inquiry report.
The second method comprises the following steps: the display equipment responds to the video inquiry operation, acquires an inquiry image acquired by the image acquisition equipment connected with the display equipment, sends the inquiry image to the inquiry equipment, and receives an inquiry report returned by the inquiry equipment. Since video interrogation is similar to the AI interrogation report, it is not repeated here.
The health data may further include allergy information, which may be input by a user or acquired from an inquiry report, and the present embodiment is not limited thereto.
S202, the display device obtains target recommendation information based on the health assessment information and presents the target recommendation information through the display screen.
Wherein, the target recommendation information includes but is not limited to one or more of the following information: recommending food materials, expert lectures of related diseases, disease prevention, doctor experts, rehabilitation and health care, health maintenance knowledge and the like.
Specifically, the display device inputs the health evaluation information into a preset health knowledge recommendation model to obtain target recommendation information.
In the embodiment of the present application, the health knowledge recommendation model may adopt, but is not limited to, a convolutional neural network model, a cyclic neural network model, a decision tree model, and other machine learning models.
In order to improve the accuracy of information recommendation, further, in the using process of the health knowledge recommendation model, the display device adjusts parameters of the health knowledge recommendation model when determining that the model adjustment condition is met based on historical operation data.
In some embodiments, the model adjustment condition comprises one of the following conditions:
and in the condition 1, the recommended conversion rate in the set time is lower than a preset conversion rate threshold value. The recommendation conversion rate is used for representing the proportion of the click times of the recommendation information in the total number of the recommendation information.
It should be noted that, in the embodiment of the present application, the set time may refer to a preset time duration, for example, one day. The set time may also refer to a reception interval of two adjacent recommended instructions, for example, 10 minutes.
For example, if the number of clicks of the recommendation information is 20 and the total number of recommendation information is 50 within the set time, the recommendation conversion rate within the set time is 20/50 equal to 0.4.
And 2, setting the information recommendation quality in the set time to be lower than a preset quality threshold.
The information recommendation quality is determined based on the recommendation conversion rate and the information conversion duration, and the information conversion duration is used for representing the presentation duration of the recommendation information. The presentation duration of the recommendation information may refer to a duration from presentation to closing of the recommendation information, or may refer to a duration from presentation to deletion of the recommendation information.
For example, the information recommendation quality can be calculated by using the following formula:
information recommendation quality a recommendation conversion rate + b message usage duration
Wherein, a is used for representing the weight of the recommended conversion rate, and b is used for representing the message service duration. In the embodiment of the present application, a and b may be constants or other expressions, which are not limited to these.
For example, if the recommended conversion rate is 0.4, the message usage duration is 10, a is 0.2, and b is 0.8, then the information recommendation quality is 0.2 × 0.4+0.8 × 10 — 8.08.
In order to further improve the recommendation accuracy and implement personalized information recommendation, in some embodiments, the health assessment information may further include one or more of the following information:
1) public information
Specifically, the display device may acquire the public information through the server, and use the public information as the health assessment information.
Referring to table 1, the public information includes at least one of time information, geographical information, and environment information. The time information includes one or more items of information such as season, solar terms, time and the like. The environment information may include one or more of temperature, humidity, air quality index, weather, and the like, and may be further divided into indoor environment information and outdoor environment information, for example. The geographic information is used for representing the geographic position authorized by the user, and the geographic information comprises one or more items of information such as climate zones, provinces, cities and the like.
TABLE 1 public information
Taking the target recommendation information as the recommended food material as an example, if the time information in the public information represents that the solar term is spring, the target recommendation information may be: the pork liver is soaked in the medlar.
Taking the target recommendation information as the health-preserving knowledge as an example, if the time information in the public information represents that the season is winter, the target recommendation information may be: warming and soaking feet with warm water.
Taking the target recommendation information as the recommended food material as an example, if the time information representation time in the public information is morning, the target recommendation information may be: balanced nutrition, and is mainly selected from food which is easy to digest and absorb, high in cellulose, low in fat and low in sugar.
Taking the target recommendation information as the health-preserving knowledge as an example, if the geographic information in the public information represents that the climate zone is south, the target recommendation information may be: southern area was moist, and attention was paid to nourishing the spleen.
2) Personalized information
Specifically, the display device may obtain personalized information corresponding to the designated account, and use the personalized information as health assessment information. In the embodiment of the present application, the personalized information may also be referred to as user portrait information.
As shown in table 2, the personalized information includes one or more items of basic information, lifestyle information, and work information. The basic information comprises one or more items of information such as age, sex, height, weight and the like. The life habit information comprises one or more of information of whether to stay up to night, whether to smoke, whether to sit for a long time and the like. The work information includes one or more items of information such as work property and income condition.
TABLE 2 personalized information
Basic information
Age, sex, height, weight … …
Lifestyle information
… … whether stay up, smoking, and sedentary
Work information
Nature of operation, income conditions … …
Eating habit information
… … with preference for pungent and salty taste
……
……
Taking the target recommendation information as the rehabilitation and health care as an example, if the life habit information in the personalized information represents staying up and sedentary, the target recommendation information may be: yoga.
The following description will be given with reference to a specific example.
The display device obtains the public information, the personalized information corresponding to the designated account, the inquiry report corresponding to the designated account and the sign data corresponding to the designated account through the server. Then, the display device obtains inquiry information from the inquiry report, the inquiry information comprises the disease condition and the medication information, and the disease condition, the medication information and the physical sign data corresponding to the specified account are used as the health information corresponding to the specified account.
Then, the display device takes the public information, the personalized information corresponding to the specified account and the health information corresponding to the specified account as health evaluation information corresponding to the specified account, and inputs the health evaluation information into a preset health knowledge recommendation model to obtain target recommendation information.
Based on the same inventive concept, in the embodiments of the present disclosure, an information recommendation apparatus is provided, as shown in fig. 6, and at least includes: an acquisition unit 601 and a presentation unit 602, wherein,
an obtaining unit 601, configured to obtain health assessment information corresponding to a specified account in response to a recommendation instruction, where the health assessment information at least includes health data corresponding to the specified account, and the health data is determined based on sign data acquired by a health device bound to the specified account;
a presentation unit 602, configured to obtain target recommendation information based on the health assessment information; and presenting the target recommendation information through the display screen.
Optionally, the obtaining unit 601 is further configured to:
public information is obtained through a server and is used as the health assessment information, and the public information comprises at least one of time information, geographic information and environment information; and/or the presence of a gas in the gas,
and acquiring personalized information corresponding to the specified account, and taking the personalized information as the health assessment information.
Optionally, the obtaining unit 601 is further configured to:
acquiring an inquiry report corresponding to the designated account, and obtaining inquiry information from the inquiry report, wherein the inquiry information comprises at least one of a disease condition and medication information;
acquiring sign data corresponding to the designated account through the health equipment connected with the display equipment;
and taking the physical sign data and the inquiry information as health data corresponding to the specified account.
Optionally, when the inquiry report corresponding to the specified account is obtained, the obtaining unit 601 is specifically configured to:
responding to a video inquiry operation, acquiring an inquiry image acquired by image acquisition equipment connected with the display equipment, sending the inquiry image to inquiry equipment, and receiving an inquiry report returned by the inquiry equipment; alternatively, the first and second electrodes may be,
responding to the artificial intelligent inquiry operation, acquiring an inquiry record, sending the inquiry record to an inquiry device, and receiving an inquiry report returned by the inquiry device.
Optionally, the presentation unit 602 is specifically configured to input the health assessment information into a preset health knowledge recommendation model to obtain target recommendation information;
the presenting unit 602 is further configured to perform parameter adjustment on the health knowledge recommendation model when it is determined that a model adjustment condition is reached based on historical operation data in a use process of the health knowledge recommendation model.
Optionally, the model adjusting condition includes:
the recommended conversion rate in the set time is lower than a preset conversion rate threshold value; alternatively, the first and second electrodes may be,
the information recommendation quality in the set time is lower than a preset quality threshold;
the recommendation conversion rate is used for representing the ratio of the click times of the recommendation information in the total number of the recommendation information, the information recommendation quality is determined based on the recommendation conversion rate and the information conversion duration, and the information conversion duration is used for representing the presentation duration of the recommendation information.
Fig. 7 is a schematic structural diagram of a display device provided in an embodiment of the present application. It should be understood that the display device 700 shown in fig. 7 is only an example, and the display device 700 may have more or fewer components than shown in fig. 7, may combine two or more components, or may have a different configuration of components. The various components shown in the figures may be implemented in hardware, software, or a combination of hardware and software, including one or more signal processing and/or application specific integrated circuits.
As shown in fig. 7, the display device 700 includes: radio Frequency (RF) circuitry 710, memory 720, display unit 730, sensor 740, audio circuitry 750, Wireless Fidelity (Wi-Fi) module 760, processor 770, bluetooth module 771, and power supply 780.
The RF circuit 710 may be used for receiving and transmitting signals during information transmission and reception or during a call, and may receive downlink data of a base station and then send the downlink data to the processor 770 for processing; the uplink data may be transmitted to the base station. Typically, the RF circuitry includes, but is not limited to, an antenna, at least one amplifier, a transceiver, a coupler, a low noise amplifier, a duplexer, and the like.
Memory 720 may be used to store software programs and data. The processor 770 performs various functions of the display device 700 and data processing by executing software programs or data stored in the memory 720. The memory 720 may include high speed random access memory and may also include non-volatile memory, such as at least one magnetic disk storage device, flash memory device, or other volatile solid state storage device. The memory 720 stores an operating system that enables the display device 700 to operate. The memory 720 may store an operating system and various application programs, and may also store code for performing the methods of the embodiments of the present disclosure.
The display unit 730 may be used to receive input numeric or character information, generate signal input related to user settings and function control of the image processing terminal, and particularly, the display unit 730 may include a touch screen 731 disposed on the front surface of the display device 700, and may collect touch operations of a user thereon or nearby, such as clicking a button, dragging a scroll box, and the like.
The display unit 730 may also be used to display information input by or provided to the user and a Graphical User Interface (GUI) displaying various menus of the apparatus 700. Specifically, the display unit 730 may include a display screen 732 disposed on the front surface of the display device 700. The display screen 732 may be configured in the form of a liquid crystal display, a light emitting diode, or the like. The display unit 730 may be used to display various graphical user interfaces described herein.
The touch screen 731 may be covered on the display screen 732, or the touch screen 731 and the display screen 732 may be integrated to implement the input and output functions of the display device 700, and after the integration, the touch screen may be referred to as a touch display screen for short. The display unit 730 can display the application programs and the corresponding operation steps.
The display device 700 may further comprise at least one sensor 740, such as an acceleration sensor 741, a distance sensor 742. The display device 700 may also be configured with other sensors such as gyroscopes, barometers, hygrometers, thermometers, infrared sensors, light sensors, motion sensors, and the like.
The audio circuit 750, speaker 751, and microphone 752 may provide an audio interface between a user and the display device 700. The audio circuit 750 may transmit the electrical signal converted from the received audio data to the speaker 751, and convert the electrical signal into an acoustic signal by the speaker 751 for output. The display device 700 may also be provided with a volume button for adjusting the volume of the sound signal. On the other hand, the microphone 752 converts the collected sound signals into electrical signals, which are received by the audio circuit 750 and converted into audio data, which are output to the RF circuit 710 for transmission to other devices or to the memory 720 for further processing. The microphone 752 may capture the user's voice in this application.
Wi-Fi is a short-range wireless transmission technology, and the display device 700 may help a user to send and receive e-mails, browse web pages, access streaming media, etc. through the Wi-Fi module 760, which provides a wireless broadband internet access for the user. Information interaction can also be carried out with other equipment with the Wi-Fi module through the Wi-Fi module.
The processor 770 is a control center of the display device 700, connects various parts of the entire terminal using various interfaces and lines, performs various functions of the display device 700 and processes data by running or executing software programs stored in the memory 720 and calling data stored in the memory 720. In some embodiments, processor 770 may include one or more processing units; the processor 770 may also integrate an application processor, which primarily handles operating systems, user interfaces, applications, etc., and a baseband processor, which primarily handles wireless communications. It will be appreciated that the baseband processor described above may not be integrated into the processor 770. The processor 770 may run an operating system, an application program, a user interface display, a touch response, and the processing method described in the embodiments of the present application. Additionally, processor 770 may be coupled to display unit 730.
And the bluetooth module 771 is used for performing information interaction with other bluetooth devices having a bluetooth module through a bluetooth protocol.
The display device 700 also includes a power supply 780 (e.g., a battery) that provides power to the various components. The power supply may be logically coupled to the processor 770 through a power management system to manage charging, discharging, and power consumption through the power management system. The display device 700 may also be configured with a power button for powering on and off the terminal, and locking the screen.
Based on the same inventive concept, embodiments of the present application provide a storage medium, and when instructions in the storage medium are executed by a processor, the processor is enabled to execute any one of the information recommendation methods implemented in the above-described flows.
To sum up, in the embodiment of the application, in response to a recommendation instruction, health assessment information corresponding to a specified account is obtained, where the health assessment information at least includes health data corresponding to the specified account, and the health data is determined based on sign data acquired by a health device bound to the specified account; and obtaining target recommendation information based on the health assessment information, and presenting the target recommendation information through a display screen. Therefore, the sick information does not need to be configured in advance, information recommendation can be carried out according to the sign data acquired by the health equipment, the accuracy of the recommended information is improved, in addition, the information recommendation is carried out based on the sign data, personalized recommendation for individuals can be realized, and meanwhile, the product practicability is improved.
For the system/apparatus embodiments, since they are substantially similar to the method embodiments, the description is relatively simple, and reference may be made to some descriptions of the method embodiments for relevant points.
It is to be noted that, in this document, relational terms such as first and second, and the like are used solely to distinguish one entity or operation from another entity or operation without necessarily requiring or implying any actual such relationship or order between such entities or operations.
As will be appreciated by one skilled in the art, embodiments of the present disclosure may be provided as a method, system, or computer program product. Accordingly, the present disclosure may take the form of an entirely hardware embodiment, an entirely software embodiment or an embodiment combining software and hardware aspects. Furthermore, the present disclosure may take the form of a computer program product embodied on one or more computer-usable storage media (including, but not limited to, disk storage, CD-ROM, optical storage, and so forth) having computer-usable program code embodied therein.
The present disclosure is described with reference to flowchart illustrations and/or block diagrams of methods, apparatus (systems), and computer program products according to embodiments of the disclosure. It will be understood that each flow and/or block of the flow diagrams and/or block diagrams, and combinations of flows and/or blocks in the flow diagrams and/or block diagrams, can be implemented by computer program instructions. These computer program instructions may be provided to a processor of a general purpose computer, special purpose computer, embedded processor, or other programmable data processing apparatus to produce a machine, such that the instructions, which execute via the processor of the computer or other programmable data processing apparatus, create means for implementing the functions specified in the flowchart flow or flows and/or block diagram block or blocks.
These computer program instructions may also be stored in a computer-readable memory that can direct a computer or other programmable data processing apparatus to function in a particular manner, such that the instructions stored in the computer-readable memory produce an article of manufacture including instruction means which implement the function specified in the flowchart flow or flows and/or block diagram block or blocks.
These computer program instructions may also be loaded onto a computer or other programmable data processing apparatus to cause a series of operational steps to be performed on the computer or other programmable apparatus to produce a computer implemented process such that the instructions which execute on the computer or other programmable apparatus provide steps for implementing the functions specified in the flowchart flow or flows and/or block diagram block or blocks.
While preferred embodiments of the present disclosure have been described, additional variations and modifications in those embodiments may occur to those skilled in the art once they learn of the basic inventive concepts. Therefore, it is intended that the appended claims be interpreted as including preferred embodiments and all alterations and modifications as fall within the scope of the disclosure.
It will be apparent to those skilled in the art that various changes and modifications can be made in the present disclosure without departing from the spirit and scope of the disclosure. Thus, if such modifications and variations of the present disclosure fall within the scope of the claims of the present disclosure and their equivalents, the present disclosure is intended to include such modifications and variations as well.
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