CN113722581B

CN113722581B - Information pushing method and electronic equipment

Info

Publication number: CN113722581B
Application number: CN202110809207.3A
Authority: CN
Inventors: 江洪泽; 邓东; 曾景杰
Original assignee: Honor Device Co Ltd
Current assignee: Shanghai Glory Smart Technology Development Co ltd
Priority date: 2021-07-16
Filing date: 2021-07-16
Publication date: 2022-07-05
Anticipated expiration: 2041-07-16
Also published as: CN113722581A

Abstract

The embodiment of the application discloses an information pushing method and electronic equipment, relates to the field of electronic equipment, and can determine cards which are displayed in a main screen at different moments by means of top setting according to emergency importance degrees containing information in pushed cards displayed according to different needs. The specific scheme is as follows: the method comprises the steps of obtaining a task list of at least 2 push cards, wherein different push cards correspond to different events, and the push cards are used for being displayed on a display screen to remind a user of the corresponding events. According to the task list of at least 2 pushed cards, determining the display sequence of the at least 2 pushed cards, and displaying the at least 2 pushed cards on the display screen of the electronic equipment according to the display sequence. When a plurality of push cards need to be displayed in the same time period, the display sequence of the push cards with high importance is before the display sequence of the push cards with low importance.

Description

Information pushing method and electronic equipment

Technical Field

The embodiment of the application relates to the field of electronic equipment, in particular to an information pushing method and electronic equipment.

Background

The electronic device can display the reminding information to the user in the form of a card on the interface. Thereby enabling the user to visually see the viewing alert information.

Due to the size limitation of the display screen of the electronic device, and in order to display the reminding information more prominently, only one card is generally displayed on the interface of the electronic device. Then, when a plurality of reminding information need to be displayed in the form of cards, the electronic device will display the corresponding cards in sequence according to the time sequence relation of the events corresponding to the reminding information. This may result in some non-essential reminders being displayed on the interface for a long time, thereby reducing the efficiency of the electronic device in reminding the user of important information through the display card.

Disclosure of Invention

The embodiment of the application provides an optimized information pushing method and electronic equipment.

In a first aspect, an information pushing method is provided, where the method includes: the method comprises the steps of obtaining a task list of at least 2 push cards, wherein different push cards correspond to different events, and the push cards are used for being displayed on a display screen to remind a user of the corresponding events. According to the task list of at least 2 push cards, determining the display sequence of at least 2 push cards, and displaying the at least 2 push cards on the display screen of the electronic equipment according to the display sequence. When a plurality of push cards need to be displayed in the same time period, the display sequence of the push cards with high importance is before the display sequence of the push cards with low importance.

Based on the scheme, a specific example of an information push method is provided. In this example, when a plurality of push cards need to be displayed to the user, the display timing of the push cards may be determined by determining the emergency importance level of each push card according to the task list of the push cards. For example, the push cards can be displayed to the user according to the sequence of urgent importance, important non-urgent, urgent unimportant and non-urgent unimportant. Therefore, the user can process the events with higher priority importance according to the seen push cards, and the user can process the events more efficiently.

In one possible design, the task list of the push card includes at least one of: the start time, latest completion time, destination location, details of task content, ancillary information, dependent events of the event corresponding to the push card. Based on this scheme, an example of information that may be included in a task list is provided. From this information, the importance of pushing the card can be determined. In some embodiments, all of the information for the task manifest may be obtained from an application installed in the electronic device. In other embodiments, part of the information of the task list may also be obtained from information corresponding to an event preset by the electronic device.

In one possible design, after the obtaining the task list of at least 2 pushed cards, the method further comprises: and sorting the task lists of at least 2 push cards to obtain a task list corresponding to each event. Based on the scheme, a scheme example for processing the task list is provided. In this example, after acquiring the task list, the electronic device may sort the information in the task list, so as to acquire information corresponding to each of the different events. Therefore, the importance degree of the push card corresponding to the event can be determined according to the information corresponding to different events.

In one possible design, the method further includes: according to the task list, determining supplementary information of the corresponding event, wherein the supplementary information comprises at least one of the following items: the acceptable latest exposure time of the event, the suggested set-top duration of the push card corresponding to the event, and the importance degree of the event. Supplementary information for the event is added to the task list. Based on the scheme, a scheme example for performing preliminary processing on the information of the task list in the process of arranging the information is provided. It will be appreciated that the information in the task list may be intuitive information for the event. In this example, the electronic device may also determine supplementary information for the event from the task list before determining the importance of the event. The importance of the event can thus be determined in combination with this supplementary information.

In one possible design, the determining a display order of at least 2 of the pushed cards according to the task list of at least 2 of the pushed cards includes: and determining the display sequence corresponding to at least 2 push cards according to the task list corresponding to at least 2 push cards respectively. Based on the scheme, a mechanism for determining the display order is provided. In this example, the display order may be obtained by sorting according to the importance degree. With reference to the foregoing description, the electronic device may determine the importance degree corresponding to each event (or the pushed card) according to the task list including the information in the character list and the information in the supplemental information, so as to determine the display order of each pushed card according to the importance degree.

In one possible design, the determined presentation order includes a display trigger condition for each push card, the display trigger condition including at least a presentation time of the push card. Should according to this show order, show this 2 at least propelling movement cards on electronic equipment's display screen, include: according to the display trigger condition of a first push card, when the display of the first push card is triggered, the first push card is displayed on the display screen, and the first push card is included in at least 2 push cards. Based on this scheme, it is specific according to the show smooth of the show of show order to provide the propelling movement card. For example, according to a trigger condition (e.g., a time trigger and/or an event trigger) in the presentation sequence, the electronic device may present a corresponding push card on the display screen.

In a possible design, a second push card is further included in at least 2 push cards, and the display trigger condition of the second push card is the same as that of the first push card. The task list of the first push card is a first task list, and the task list of the second push card is a second task list. Determining the display sequence of at least 2 push cards according to the task list of at least 2 push cards, comprising: and determining a first priority value of the first push card according to the first task list, and determining a second priority value of the second push card according to the second task list. In the case that the first priority value is greater than the second priority value, the display order of the first pushcards precedes the display order of the second pushcards. Based on the scheme, a specific scheme example for determining the display sequence is provided. It will be appreciated that the trigger conditions for different events may be the same. For example, event 1 and event 2 are both displayed in the above-described push manner. In this way, in order to show more important push cards to the user in a more timely manner, in this example, the electronic device may perform importance level evaluation on push cards with the same or similar trigger conditions. For example, the importance of different pushed cards may be identified by a priority value. The higher the degree of importance, the larger the priority value. Conversely, the lower the degree of importance, the smaller the priority value.

In one possible design, the presentation order of the first pushcard is subsequent to the presentation order of the second pushcard if the first priority value is less than the second priority value. Based on the scheme, a specific priority value and a display sequence are provided. Therefore, the electronic equipment can display the push card with the large priority value in priority, and the effect of pushing the important event reminding to the user in time is achieved.

In one possible design, the determining a priority value corresponding to the push card according to the task list includes: and determining the ordering factor of the corresponding push card according to the task list. And determining the priority value of the push card according to the sorting factor of the push card. Based on the scheme, a determination scheme of the priority value is provided. For example, the electronic device may determine the priority value of the corresponding push card according to the task list and/or the task list of each event. Therefore, the importance degree of the corresponding push card can be accurately judged according to the specific situation of each event.

In one possible design, a gradient-boosted tree GBDT model is configured in the electronic device with the ranking factor as a decision condition. Should according to the ranking factor of this propelling movement card, confirm the priority numerical value of this propelling movement card, include: and determining the priority value of the push card according to the judgment result of the sorting factor in the GBDT model. Based on this scheme, a specific example of a scheme for determining a priority value according to a ranking factor is provided. In this example, the electronic device may use the ranking factor as the basis for determining the GBDT, and select the corresponding determination logic, so as to obtain the priority value that is closest to the event. In other embodiments, the electronic device may further calculate the acquisition priority value according to a preset calculation formula in combination with the ranking factor.

In a possible design, the GBDT model includes at least 1 determination node, each determination node corresponds to a threshold of 1 ranking factor, and the determining a priority value of the push card according to a determination result of the ranking factor in the GBDT model includes: and determining a judgment result corresponding to the sorting factor of the push card according to the sorting factor and the size relation of the threshold of each judgment node in the GBDT model by taking the sorting factor as input. Based on the scheme, a specific scheme for determining the priority value based on the GBDT model is provided. For example, each decision node in the GBDT may configure a threshold corresponding to at least 1 of the ranking factors. According to the magnitude relation between the sorting factor of the event and the threshold value, the corresponding judgment logic can be selected so as to select and determine the logic judgment path which is closest to the current event.

In one possible design, the ranking factor includes at least one of: scene matching degree, time matching coefficient, position matching coefficient, business emergency importance degree score, card exposure time rate, ratio of set-top time length to expected set-top time length, card type, set-top time length, card source and exposure coefficient. Based on this scheme, a specific example of a ranking factor is provided. It should be noted that this example is only an illustration, and in other embodiments of the present application, the ranking factor may further include other information related to the event or the push card, so as to comprehensively determine the importance of the event.

In one possible design, the method further includes: the method comprises the steps of obtaining the operation of at least 2 users on at least 2 push cards displayed on a display screen of the electronic equipment, wherein the operation comprises the steps of turning the cards up and down to switch the cards, clicking the cards to jump to the details corresponding to the cards, or sliding to delete the cards. The thresholds in the GBDT model are updated according to at least 2 actions of the user. Based on this scheme, a scheme is provided for updating thresholds in the GBDT model. In the scheme, the electronic device can also optimize the threshold value in the GBDT model according to the operation of the current user and/or a plurality of users provided by the big data on the card, so that the priority value of the event determined by the GBDT model is more accurate.

In one possible design, the method further includes: and determining the use preference of at least 2 users according to the operation of at least 2 users. The updating the threshold value in the GBDT model according to at least 2 operations of the user comprises: the threshold in the GBDT model is updated according to at least 2 usage preferences of the user. Based on the scheme, a specific scheme for updating the threshold value in the GBDT model is provided. In the scheme, the threshold value can be updated according to the operation of the user on the card. For example, if the user displays other cards by the operation instruction in a very short time after seeing the top-displayed card, the priority of the card may be lowered by updating the threshold of the GBDT, so that the card that the user wants to view at the first time may be displayed quickly.

In one possible design, the method is applied to the electronic device and/or the cloud server. Based on this scheme, an example of an execution subject of the scheme provided by the embodiment of the present application is provided. In some embodiments, the execution subject may be an electronic device (e.g., a cell phone). In the following, the GBDT model is used to determine the priority value. The GBDT model may be stored in the mobile phone, so that the display timing of each push card can be determined according to the scheme provided in the above example, according to the task list of the event that needs to remind the current user. In other embodiments, the scheme provided by the embodiment of the application can also be realized by matching a cloud server with an electronic device. For example, the GBDT model may be trained and issued on a cloud server. Therefore, the strong computing power of the cloud server can be utilized, the more accurate GBDT model and/or the threshold value thereof can be quickly obtained through training, and the obtained training result is issued to at least 1 electronic device, so that the electronic device can use the latest GBDT model to determine the effect of the priority numerical values of different cards while training is carried out without consuming computing power.

In a second aspect, an information pushing apparatus is provided, the apparatus comprising: the acquisition unit is used for acquiring task lists of at least 2 push cards, different push cards correspond to different events, and the push cards are used for being displayed on the display screen to remind a user of the corresponding events. The determining unit is used for determining the display sequence of at least 2 pushed cards according to the task list of at least 2 pushed cards, and displaying the at least 2 pushed cards on the display screen of the electronic equipment according to the display sequence. When a plurality of push cards need to be displayed in the same time period, the display sequence of the push cards with high importance is before the display sequence of the push cards with low importance.

In one possible design, the task list of the push card includes at least one of: the start time, latest completion time, destination location, details of task content, ancillary information, dependent events of the event corresponding to the push card.

In a possible design, the obtaining unit is configured to, after obtaining the task list of at least 2 push cards, sort the task list of at least 2 push cards, and obtain a task list corresponding to each event.

In one possible embodiment, the determining unit is configured to determine supplementary information of the corresponding event according to the task list, the supplementary information including at least one of the following: the acceptable latest exposure time of the event, the suggested set-top duration of the push card corresponding to the event, and the importance degree of the event. Supplementary information for the event is added to the task list.

In a possible design, the determining unit is configured to determine, according to task list lists corresponding to at least 2 push cards, display orders corresponding to the at least 2 push cards respectively.

In one possible design, the determined presentation order includes a display trigger condition for each push card, the display trigger condition including at least a presentation time of the push card. The device also comprises a display unit, wherein the display unit is used for displaying the first push card on a display screen of the electronic equipment according to the display triggering condition of the first push card when the display of the first push card is triggered, and the first push card is included in at least 2 push cards.

In a possible design, a second push card is further included in at least 2 push cards, and the display trigger condition of the second push card is the same as that of the first push card. The task list of the first push card is a first task list, and the task list of the second push card is a second task list. And the determining unit is used for determining a first priority value of the first push card according to the first task list and determining a second priority value of the second push card according to the second task list. In the case that the first priority value is greater than the second priority value, the display order of the first pushcards precedes the display order of the second pushcards.

In one possible design, the presentation order of the first pushcard is subsequent to the presentation order of the second pushcard if the first priority value is less than the second priority value.

In one possible design, the determining unit is configured to determine a ranking factor of the corresponding pushed card according to the task list. And determining the priority value of the push card according to the sorting factor of the push card.

In one possible design, a gradient-boosted tree GBDT model is configured in the electronic device with the ranking factor as a decision condition. And the determining unit is used for determining the priority value of the push card according to the judgment result of the sorting factor in the GBDT model.

In a possible design, the GBDT model includes at least 1 judgment node, each judgment node corresponds to a threshold of 1 sorting factor, and the determining unit is configured to use the sorting factor as input, and determine a judgment result corresponding to the sorting factor of the push card according to a size relationship between the sorting factor and the threshold of each judgment node in the GBDT model.

In one possible design, the ranking factor includes at least one of: scene matching degree, time matching coefficient, position matching coefficient, emergency importance degree score in business, card exposure time rate, ratio of set-top duration to expected set-top duration, card type, set-top duration, card source and exposure coefficient.

In one possible design, the obtaining unit is configured to obtain operations of at least 2 users on at least 2 push cards displayed on a display screen of the electronic device, respectively. The operations include flipping up and down to switch cards, clicking on a card to jump to the card's corresponding details, or sliding to delete the card. The apparatus further comprises an updating unit for updating the threshold in the GBDT model in accordance with at least 2 actions of the user.

In one possible design, the determining unit is configured to determine the usage preference of at least 2 of the users according to at least 2 of the users' operations. And the updating unit is used for updating the threshold value in the GBDT model according to the use preference of at least 2 users.

In one possible design, the device is applied to an electronic device and/or a cloud server.

In a third aspect, an electronic device is provided that includes one or more processors and one or more memories; one or more memories coupled with the one or more processors, the one or more memories storing computer instructions; the computer instructions, when executed by the one or more processors, cause the electronic device to perform the information push method as described in the first aspect and any one of its possible designs above.

In a fourth aspect, a chip system is provided, the chip system comprising an interface circuit and a processor; the interface circuit and the processor are interconnected through a line; the interface circuit is used for receiving signals from the memory and sending signals to the processor, and the signals comprise computer instructions stored in the memory; when the processor executes the computer instructions, the system-on-chip performs the information push method as described in the first aspect above and in any of various possible designs.

In a fifth aspect, there is provided a computer-readable storage medium comprising computer instructions which, when executed, perform the information push method according to the first aspect and any one of various possible designs.

A sixth aspect provides a computer program product comprising instructions which, when run on a computer, enable the computer to perform the information pushing method according to the first aspect as well as any of the various possible designs described above.

It should be understood that, in the technical solutions provided in the second to sixth aspects, technical features of the information pushing method provided in the first aspect and possible designs thereof may all correspond, so that beneficial effects that can be achieved are similar, and are not described herein again.

Through some embodiments of the application, the cards displayed in the top of the main screen at different times can be determined according to the emergency importance degree of information contained in a plurality of push cards needing to be displayed and the matching degree of the current scene and the use preference of a user. Therefore, the information which needs to be displayed most under the current scene can be intelligently displayed for the user, the scheme of card display is more reasonable, the effect of effectively helping the user to perform time management is achieved, and the human-computer interaction effectiveness is improved.

Drawings

FIG. 1 is a schematic interface diagram of an electronic device;

FIG. 2 is a diagram illustrating a push scenario for multiple events;

FIG. 3 is a diagram illustrating a push scenario for multiple events;

fig. 4 is a schematic composition diagram of an electronic device according to an embodiment of the present disclosure;

fig. 5 is a schematic flowchart of an information pushing method according to an embodiment of the present application;

fig. 6 is a schematic diagram of a GBDT decision according to an embodiment of the present disclosure;

fig. 7 is a schematic diagram of a push scenario of multiple events according to an embodiment of the present application;

FIG. 8 is a schematic diagram of different event push priorities provided by an embodiment of the present application;

FIG. 9 is a schematic view of an interface provided by an embodiment of the present application;

fig. 10 is a flowchart illustrating an information pushing method according to an embodiment of the present application;

FIG. 11 is a schematic diagram of an interaction provided by an embodiment of the present application;

fig. 12 is a schematic diagram illustrating an information pushing apparatus according to an embodiment of the present disclosure;

fig. 13 is a schematic composition diagram of an electronic device according to an embodiment of the present application;

fig. 14 is a schematic composition diagram of a chip system according to an embodiment of the present disclosure.

Detailed Description

During the process of using the electronic device, the electronic device may display the push card on its interface, and different push cards may include different information. Therefore, the user can conveniently and intuitively check the information in the pushed card through the display screen of the electronic equipment.

For example, the information of the push card may include push messages (such as weather information and the like) of different Applications (APPs), event reminders and the like.

As an example, in conjunction with fig. 1, an electronic device is taken as a mobile phone. The handset may display an interface 1001 as described in fig. 1. A push card may be included on the interface 1001. For example, when the mobile phone needs to push weather information to the user, a push card (such as the weather card 1002 shown in fig. 1) including the weather information may be displayed to the user. In the example of FIG. 1, the weather information included in weather card 1002 may include a date (e.g., 5 months and 6 days), a weather (e.g., the current weather may be identified as sunny by weather icon 1003 as shown in FIG. 1), a temperature (e.g., 23 ° -32 °), and so on. In this way, the user can visually view the relevant information of the corresponding event by pushing the card (e.g., weather card 1002).

It will be appreciated that in most scenarios, there may be multiple push cards that need to be presented to the user. The electronic device needs to determine the display time of different push cards on the interface, and accordingly, each push card is sequentially displayed on the display screen to the user.

In some implementations, the electronic device can determine the display timing of each push card according to the usage rules of the user and the inline information of the application program providing the event reminders. For example, if the user views the current weather every morning, the electronic device may automatically display the weather card to the user on the interface at the corresponding time every morning according to the usage rule of the user. For another example, a weather APP providing weather information sends a thunderstorm to the electronic device through the inline information, and then the electronic device can display the push card prompting the thunderstorm weather on an interface immediately. It can be seen that the electronic device can determine the display timing of each push card in the time dimension.

Exemplarily, in connection with fig. 2. As shown in fig. 2, take the example that there are currently 3 push cards to be presented to the user. The information of 3 push cards is weather, music and rest according to the sequence of time from morning to evening. The electronic device may then display the weather card at the top of the interface at an earlier time (e.g., time 1) to present weather-related information to the user. Later (e.g., time 2), the electronic device may display a music card on the top of the interface to prompt the user that music may be played for relaxation. Then, the electronic device can set a rest reminding card on the interface at the moment 3 so as to prompt the user to rest on time.

With the improvement of life rhythm, the things that the user needs to do every day are more and more, and the event that the corresponding electronic equipment needs to push to the user is reminded just more and more. In combination with the card display scheme in the foregoing example, some problems may occur, so that the reasonability of the electronic device for pushing the card to the user for event reminding is affected, and the user experience is further affected.

Exemplarily, in connection with fig. 3. In combination with the example of fig. 2, in the scenario shown in fig. 3, in addition to the weather card needs to be set on top at time 1, the music card needs to be set on top at time 2, and the rest reminding card needs to be set on top at time 3, at time 4, the electronic device needs to set on top to display a meeting reminding card for reminding the user of an important meeting.

If the current card top-up display scheme is followed, the electronic device will display the music card at time 2 and then display the meeting reminder card at a short time later, time 4. Thus, the situation that the conference reminding card is switched to be set on top for displaying after the music is played for a short time can occur. During the music playing process, the user may not be able to timely see the meeting reminding card displayed on the top of the electronic device, and thus the meeting may be missed. This is obviously an unreasonable consequence of the card display scheme. In addition, in some scenarios, the electronic device may need to display a plurality of push cards to the user in the same time period, and then the electronic device may set the push cards to be displayed respectively according to the sequence of obtaining the information of the push cards. This may cause some important reminders to be displayed with a delay, thereby affecting the efficiency of pushing cards to remind users.

In order to solve the above problem, an embodiment of the present application provides an information pushing method, which may determine cards top-set displayed in a main screen at different times according to an emergency importance degree of information contained in push cards that need to be displayed differently and a matching degree of a current scene, in combination with a user preference. Therefore, the information which is needed most in the current scene can be displayed to the user intelligently, so that the scheme of card display is more reasonable, and the effect of effectively helping the user to manage time is achieved.

In the embodiment of the present application, one push card may correspond to one event, which may also be referred to as a service or a task. Further, for convenience of explanation, the recommendation card is simply referred to as a card.

For example, the electronic device may determine the display timing of the card for each event with reference to the degree of emergency importance of the different events included in the information displayed in the different cards. Therefore, the effect of accurately pushing the card which is most needed by the user in the current scene is achieved. For example, the electronic device may set and display the corresponding event cards on the interface according to the importance degree of the different events and the sequence of importance of the events, unimportance of the events, and unimportance of the events. Thus, the user can be enabled to have limited processing of urgent important services according to the displayed card. In addition, important non-urgent services can be preferentially reminded. Therefore, a more intelligent card display effect can be achieved, and the user is effectively helped to carry out time management.

In some embodiments of the present application, in a case where multiple cards need to be displayed simultaneously in the same time period, the electronic device may further prioritize events of the cards according to a scheme provided in an embodiment of the present application. The electronic equipment can also display the cards with higher priority at the top according to the result of priority sequencing, so that the effect of displaying the most needed event reminding to the user is achieved.

The scheme provided by the embodiment of the application is explained in the following with reference to the attached drawings.

It should be noted that the scheme provided by the embodiment of the present application may be applied to electronic devices of users. The electronic device may be a device capable of providing network access. For example, the electronic device may be a portable mobile device such as a mobile phone, a tablet computer, a Personal Digital Assistant (PDA), an Augmented Reality (AR) \ Virtual Reality (VR) device, and a media player, and the electronic device may also be a wearable electronic device such as a smart watch. The embodiment of the present application does not specifically limit the specific form of the apparatus.

Please refer to fig. 4, which is a schematic structural diagram of an electronic device 400 according to an embodiment of the present disclosure.

As shown in fig. 4, the electronic device 400 may include a processor 410, an external memory interface 420, an internal memory 421, a Universal Serial Bus (USB) interface 430, a charging management module 440, a power management module 441, a battery 442, an antenna 1, an antenna 2, a mobile communication module 450, a wireless communication module 460, an audio module 470, a speaker 470A, a receiver 470B, a microphone 470C, an earphone interface 470D, a sensor module 480, keys 490, a motor 491, an indicator 492, a camera 493, a display screen 494, a Subscriber Identification Module (SIM) card interface 495, and the like. Among them, the sensor module 480 may include a pressure sensor, a gyroscope sensor, an air pressure sensor, a magnetic sensor, an acceleration sensor, a distance sensor, a proximity light sensor, a fingerprint sensor, a temperature sensor, a touch sensor, an ambient light sensor, a bone conduction sensor, etc.

It is to be understood that the illustrated structure of the present embodiment does not constitute a specific limitation to the electronic device 400. In other embodiments, electronic device 400 may include more or fewer components than illustrated, or combine certain components, or split certain components, or a different arrangement of components. The illustrated components may be implemented in hardware, software, or a combination of software and hardware.

Processor 410 may include one or more processing units, such as: the processor 410 may include an Application Processor (AP), a modem processor, a Graphics Processing Unit (GPU), an Image Signal Processor (ISP), a controller, a memory, a video codec, a Digital Signal Processor (DSP), a baseband processor, and/or a neural-Network Processing Unit (NPU), among others. The different processing units may be separate devices or may be integrated into one or more of the processors 410. As an example, in the present application, the ISP may process the image, such as the processing may include Automatic Exposure (Automatic Exposure), Automatic focusing (Automatic Focus), Automatic White Balance (Automatic White Balance), denoising, backlight compensation, color enhancement, and the like. Among them, the process of auto exposure, auto focus, and auto white balance may also be referred to as 3A process. After processing, the ISP can obtain the corresponding photo. This process may also be referred to as a sheeting operation of the ISP.

In some embodiments, processor 410 may include one or more interfaces. The interface may include an integrated circuit (I2C) interface, an integrated circuit built-in audio (I2S) interface, a Pulse Code Modulation (PCM) interface, a universal asynchronous receiver/transmitter (UART) interface, a Mobile Industry Processor Interface (MIPI), a general-purpose input/output (GPIO) interface, a Subscriber Identity Module (SIM) interface, and/or a Universal Serial Bus (USB) interface, etc.

The electronic device 400 may implement a shooting function through the ISP, the camera 493, the video codec, the GPU, the display screen 494, the application processor, and the like.

The ISP is used to process the data fed back by the camera 493. For example, when taking a picture, the shutter is opened, light is transmitted to the light sensing element of the camera 493 through the lens, the light signal is converted into an electrical signal, and the light sensing element of the camera 493 transmits the electrical signal to the ISP for processing and converting into an image visible to naked eyes. The ISP can also carry out algorithm optimization on the noise, brightness and skin color of the image. The ISP can also optimize parameters such as exposure, color temperature and the like of a shooting scene. In some embodiments, the ISP may be provided in camera 493.

The camera 493 is used to capture still images or video. The object generates an optical image through the lens and projects the optical image to the photosensitive element. The photosensitive element may be a Charge Coupled Device (CCD) or a complementary metal-oxide-semiconductor (CMOS) phototransistor. The light sensing element converts the optical signal into an electrical signal, which is then passed to the ISP where it is converted into a digital image signal. And the ISP outputs the digital image signal to the DSP for processing. The DSP converts the digital image signal into image signal in standard RGB, YUV and other formats. In some embodiments, the electronic device 400 may include 1 or N cameras 493, N being a positive integer greater than 1.

The digital signal processor is used for processing digital signals, and can process digital image signals and other digital signals. For example, when the electronic device 400 selects a frequency bin, the digital signal processor is used to perform fourier transform or the like on the frequency bin energy.

Video codecs are used to compress or decompress digital video. The electronic device 400 may support one or more video codecs. In this way, the electronic device 400 may play or record video in a variety of encoding formats, such as: moving Picture Experts Group (MPEG) 1, MPEG2, MPEG3, MPEG4, and the like.

The NPU is a neural-network (NN) computing processor that processes input information quickly by using a biological neural network structure, for example, by using a transfer mode between neurons of a human brain, and can also learn by itself continuously. Applications such as intelligent recognition of the electronic device 400 can be implemented by the NPU, for example: image recognition, face recognition, speech recognition, text understanding, and the like.

The charging management module 440 is configured to receive charging input from a charger. The charger may be a wireless charger or a wired charger. In some wired charging embodiments, the charging management module 440 may receive charging input from a wired charger via the USB interface 430. In some wireless charging embodiments, the charging management module 440 may receive a wireless charging input through a wireless charging coil of the electronic device 400. While the charging management module 440 charges the battery 442, the electronic device 400 may be powered by the power management module 441.

The power management module 441 is used to connect the battery 442, the charging management module 440 and the processor 410. The power management module 441 receives input from the battery 442 and/or the charging management module 440 and provides power to the processor 410, the internal memory 421, the external memory, the display 494, the camera 493, the wireless communication module 460, and the like. The power management module 441 may also be used to monitor the capacity of the battery 442, the number of cycles of the battery 442, the health (leakage, impedance) of the battery 442, and other parameters. In some other embodiments, the power management module 441 may be disposed in the processor 410. In other embodiments, the power management module 441 and the charging management module 440 may be disposed in the same device.

The wireless communication function of the electronic device 400 may be implemented by the antenna 1, the antenna 2, the mobile communication module 450, the wireless communication module 460, the modem processor 410, the baseband processor 410, and the like.

The antennas 1 and 2 are used for transmitting and receiving electromagnetic wave signals. Each antenna in electronic device 400 may be used to cover a single or multiple communication bands. Different antennas can also be multiplexed to improve the utilization of the antennas. For example: the antenna 1 may be multiplexed as a diversity antenna of a wireless local area network. In other embodiments, the antenna may be used in conjunction with a tuning switch.

The mobile communication module 450 may provide a solution including 2G/3G/4G/5G wireless communication applied on the electronic device 400. The mobile communication module 450 may include at least one filter, a switch, a power amplifier, a Low Noise Amplifier (LNA), and the like. The mobile communication module 450 may receive the electromagnetic wave from the antenna 1, and filter, amplify, etc. the received electromagnetic wave, and transmit the electromagnetic wave to the modem processor for demodulation. The mobile communication module 450 can also amplify the signal modulated by the modem processor, and convert the signal into electromagnetic wave through the antenna 1 to radiate the electromagnetic wave. In some embodiments, at least some of the functional modules of the mobile communication module 450 may be disposed in the processor 410. In some embodiments, at least some of the functional blocks of the mobile communication module 450 may be disposed in the same device as at least some of the blocks of the processor 410.

The modem processor may include a modulator and a demodulator. The modulator is used for modulating a low-frequency baseband signal to be transmitted into a medium-high frequency signal. The demodulator is used for demodulating the received electromagnetic wave signal into a low-frequency baseband signal. The demodulator then passes the demodulated low frequency baseband signal to a baseband processor for processing. The low frequency baseband signal is processed by the baseband processor and then passed to the application processor. The application processor outputs sound signals through an audio device (not limited to the speaker 470A, the receiver 470B, etc.) or displays images or video through the display screen 494. In some embodiments, the modem processor may be a stand-alone device. In other embodiments, the modem processor may be separate from the processor 410, and may be located in the same device as the mobile communication module 450 or other functional modules.

The wireless communication module 460 may provide a solution for wireless communication applied to the electronic device 400, including Wireless Local Area Networks (WLANs) (e.g., wireless fidelity (Wi-Fi) networks), bluetooth (bluetooth, BT), Global Navigation Satellite System (GNSS), Frequency Modulation (FM), Near Field Communication (NFC), Infrared (IR), and the like. The wireless communication module 460 may be one or more devices integrating at least one communication processing module. The wireless communication module 460 receives electromagnetic waves via the antenna 2, performs frequency modulation and filtering processing on electromagnetic wave signals, and transmits the processed signals to the processor 410. The wireless communication module 460 may also receive a signal to be transmitted from the processor 410, perform frequency modulation and amplification on the signal, and convert the signal into electromagnetic waves through the antenna 2 to radiate the electromagnetic waves.

In some embodiments, antenna 1 of electronic device 400 is coupled to mobile communication module 450 and antenna 2 is coupled to wireless communication module 460, such that electronic device 400 may communicate with networks and other devices via wireless communication techniques. The wireless communication technology may include global system for mobile communications (GSM), General Packet Radio Service (GPRS), code division multiple access (code division multiple access, CDMA), Wideband Code Division Multiple Access (WCDMA), time-division code division multiple access (time-division code division multiple access, TD-SCDMA), Long Term Evolution (LTE), LTE, BT, GNSS, WLAN, NFC, FM, and/or IR technologies, etc. The GNSS may include a Global Positioning System (GPS), a global navigation satellite system (GLONASS), a beidou navigation satellite system (BDS), a quasi-zenith satellite system (QZSS), and/or a Satellite Based Augmentation System (SBAS).

The electronic device 400 implements display functionality via the GPU, the display screen 494, and the application processor 410, among other things. The GPU is an image processing microprocessor connected to a display screen 494 and an application processor. The GPU is used to perform mathematical and geometric calculations for graphics rendering. Processor 410 may include one or more GPUs that execute program instructions to generate or alter display information.

The display screen 494 is used to display images, videos, and the like. The display screen 494 includes a display panel. The display panel may adopt a liquid crystal display 494 (LCD), an organic light-emitting diode (OLED), an active-matrix organic light-emitting diode (active-matrix organic light-emitting diode, AMOLED), a flexible light-emitting diode (FLED), a miniature, a Micro-oeld, a quantum dot light-emitting diode (QLED), and the like. In some embodiments, the electronic device 400 may include 1 or N display screens 494, N being a positive integer greater than 1.

In some embodiments of the present application, different cards (e.g., simply cards) may be displayed on the display screen 494 under the control of the processor 410. The information displayed on different cards is different. The electronic device 400 may present different information to the user by displaying different cards on the display screen 494. For example, some cards may be used to present push messages from an application to a user, such as weather information and the like. As another example, some cards may be used to present event reminders to a user, such as meeting reminders, boarding time reminders, and the like. In some embodiments of the present application, the display mechanism of the set-top card may be determined by referring to the user's usage preference according to the importance level of different events.

The external memory interface 420 may be used to connect an external memory card, such as a Micro SD card, to extend the memory capability of the electronic device 400. The external memory card communicates with the processor 410 through the external memory interface 420 to implement data storage functions. For example, files such as music, video, etc. are saved in an external memory card.

The internal memory 421 may be used to store computer-executable program code, including instructions. The processor 410 executes various functional applications of the electronic device 400 and data processing by executing instructions stored in the internal memory 421. The internal memory 421 may include a program storage area and a data storage area. The storage program area may store an operating system, an application program (such as a sound playing function, an image playing function, etc.) required by at least one function, and the like. The storage data area may store data (e.g., audio data, phone book, etc.) created during use of the electronic device 400, and the like. In addition, the internal memory 421 may include a high-speed random access memory, and may further include a nonvolatile memory, such as at least one magnetic disk storage device, a flash memory device, a universal flash memory (UFS), and the like.

Electronic device 400 may implement audio functions via audio module 470, speaker 470A, microphone 470C, headset interface 470D, and applications processor 410, among other things. Such as music playing, recording, etc.

The audio module 470 is used to convert digital audio information into an analog audio signal output and also used to convert an analog audio input into a digital audio signal. The audio module 470 may also be used to encode and decode an audio signal. In some embodiments, the audio module 470 may be disposed in the processor 410, or some functional modules of the audio module 470 may be disposed in the processor 410. The speaker 470A, also called a "horn", is used to convert the audio electrical signals into sound signals. The electronic device 400 may listen to music through the speaker 470A or listen to a hands-free conversation. The receiver 470B, also called "earpiece", is used to convert the electrical audio signal into an acoustic signal. When the electronic device 400 receives a call or voice information, it can receive voice by placing the receiver 470B close to the ear of the person. The microphone 470C, also referred to as a "microphone," is used to convert sound signals into electrical signals. When a call is placed or a voice message is sent or it is desired to trigger the electronic device 400 by a voice assistant to perform some function, a user may speak via his or her mouth near the microphone 470C to input a voice signal into the microphone 470C. The electronic device 400 may be provided with at least one microphone 470C. In other embodiments, the electronic device 400 may be provided with two microphones 470C to achieve noise reduction functions in addition to collecting sound signals. In other embodiments, the electronic device 400 may further include three, four or more microphones 470C to collect sound signals, reduce noise, identify sound sources, and perform directional recording. The earphone interface 470D is used to connect a wired earphone. The headset interface 470D may be a USB interface 430 or may be a 3.5mm open mobile electronic device 400 platform (OMTP) standard interface, a cellular telecommunications industry association (cellular telecommunications industry association) standard interface of the USA.

Touch sensors, also known as "touch panels". The touch sensor may be disposed on the display screen 494, and the touch sensor and the display screen 494 form a touch screen, which is also called a "touch screen". The touch sensor is used to detect a touch operation applied thereto or nearby. The touch sensor may communicate the detected touch operation to the application processor to determine the touch event type. In some embodiments, visual output related to touch operations may be provided through the display screen 494. In other embodiments, the touch sensor can be disposed on a surface of the electronic device 400 at a different location than the display screen 494.

The pressure sensor is used for sensing a pressure signal and converting the pressure signal into an electric signal. In some embodiments, the pressure sensor may be disposed on the display screen 494. There are many types of pressure sensors, such as resistive pressure sensors, inductive pressure sensors, capacitive pressure sensors, and the like. The capacitive pressure sensor may be a sensor comprising at least two parallel plates having an electrically conductive material. When a force acts on the pressure sensor, the capacitance between the electrodes changes. The electronic device 400 determines the strength of the pressure from the change in capacitance. When a touch operation is applied to the display screen 494, the electronic apparatus 400 detects the intensity of the touch operation based on the pressure sensor. The electronic apparatus 400 may also calculate the position of the touch from the detection signal of the pressure sensor. In some embodiments, the touch operations that are applied to the same touch position but different touch operation intensities may correspond to different operation instructions. For example: and when the touch operation with the touch operation intensity smaller than the first pressure threshold value acts on the short message application icon, executing an instruction for viewing the short message. And when the touch operation with the touch operation intensity larger than or equal to the first pressure threshold value acts on the short message application icon, executing an instruction of newly building the short message. The gyro sensor may be used to determine the motion pose of the electronic device 400. The acceleration sensor may detect the magnitude of acceleration of the electronic device 400 in various directions (typically three axes). A distance sensor for measuring a distance. The electronic device 400 may measure the distance by infrared or laser. The electronic device 400 can utilize the proximity light sensor to detect that the user holds the electronic device 400 close to the ear for talking, so as to automatically turn off the screen for power saving. The ambient light sensor is used for sensing the ambient light brightness. The fingerprint sensor is used for collecting fingerprints. The temperature sensor is used for detecting temperature. In some embodiments, the electronic device 400 implements a temperature processing strategy using the temperature detected by the temperature sensor. The audio module 470 can analyze a voice signal based on the vibration signal of the bone mass vibrated by the sound part obtained by the bone conduction sensor, so as to realize a voice function. The application processor can analyze heart rate information based on the blood pressure beating signals acquired by the bone conduction sensor, and a heart rate detection function is realized.

The keys 490 include a power-on key, a volume key, etc. The motor 491 may generate a vibration indication. The indicator 492 may be an indicator light, and may be used to indicate a charging status, a change in charge level, or a message, a missed call, a notification, etc. The SIM card interface 495 is used to connect a SIM card. The electronic device 400 may support 1 or N SIM card interfaces 495, N being a positive integer greater than 1. The SIM card interface 495 may support a Nano SIM card, a Micro SIM card, a SIM card, etc. Multiple cards can be inserted into the same SIM card interface 495 at the same time. The SIM card interface 495 may also be compatible with different types of SIM cards. The SIM card interface 495 may also be compatible with an external memory card. The electronic device 400 interacts with the network through the SIM card to implement functions such as communication and data communication. In some embodiments, the electronic device 400 employs esims, namely: an embedded SIM card. The eSIM card can be embedded in the electronic device 400 and cannot be separated from the electronic device 400.

The solutions provided by the embodiments of the present application can be applied to the electronic device 400 having the composition shown in fig. 4. For convenience of description, in the following examples, an electronic device is taken as an example of a mobile phone.

As an example, fig. 5 shows a flowchart of an information pushing method provided in an embodiment of the present application. As shown in fig. 5, the method may include:

s501, collecting a task list in a preset time length.

In this example, the task manifest may include at least one of the following information: the start time, latest completion time, destination location, task content details, ancillary information, dependent tasks, etc. of the corresponding task. One task may correspond to one event, and thus, one task may correspond to one card.

It is to be understood that the preset duration in this example may be a time node preset in the electronic device. For example, the preset time period may be 1 day, or 12 hours, etc. By collecting the task list in the preset time, the electronic equipment can know the detailed information of the task (or event, reminder and the like) corresponding to the card needing to be pushed to the user in the preset time.

As a possible implementation, the electronic device may obtain detailed information of each task list through an application running therein. For example, the application is a travel APP. The electronic equipment can acquire the relevant information of the airplane riding of the user within the preset time through the travel APP. It should be noted that, in some examples, the detailed information of the task list of a task may be obtained by the electronic device from the travel APP when the task list of the electronic device is needed. In other examples, the detailed information of the task list of a task may also be actively reported to the electronic device by the travel APP after determining that a new task list appears for the user.

It should be noted that, in general, an activity may include multiple tasks or events. For example, take a user riding an airplane. The "airplane ride" activity may include the following events: check-in, boarding, baggage carousel, flight late, etc. Correspondingly, the electronic device can obtain a task list of different events of the 'airplane taking' activity of the user from the travel APP. For example, the task list of check-in events may include: the opening time of the check-in machine, the details of the seat selection of the check-in machine, the cut-off time of the check-in machine and the like. As another example, registering a task manifest for an event may include: the time when the airplane the user is seated arrives at the airport, the gate information of the airplane the user is seated on, the change of the gate information, and the like.

In some embodiments of the present application, after acquiring task lists within a preset time period, the electronic device may process the task lists so as to acquire specific information related to different tasks.

It can be understood that, for example, the application program reports the task list information to the electronic device autonomously. The application may report to the electronic device a message at one time that the user needs to be reminded. For example, the travel APP may report one or more task lists collected by the travel APP until the report deadline to the CPU of the electronic device. That is, the information received by the CPU from the application program may include task lists corresponding to a plurality of different events at the same time.

In some embodiments of the present application, the electronic device may further perform a sorting operation on the information reported by the application after receiving the information.

For example, the travel APP reports information to the electronic device CPU, including start time and end time corresponding to check-in, and baggage carousel, which need to be reminded to the user. The CPU can collate these pieces of information to thereby acquire information corresponding to an "on-boarding" event, information corresponding to an "boarding" event, information corresponding to a "baggage carousel" event, and the like. As a possible implementation manner, the CPU may mark the information of different events with tags corresponding to respective events. Therefore, the effect of sorting and packaging the information of different events is achieved.

In the embodiment of the application, the electronic device can also collect information of the user, so that the set-top card which needs to be displayed on the interface at present can be determined more accurately.

For example, when the electronic device sorts the information from the application program, the electronic device may associate the collected information such as the location information and the current time information of the user with an event that needs to be pushed to the user and is reported by the application program.

It should be noted that, in some embodiments of the present application, the electronic device may further obtain the relevant information of the user according to a certain period or in real time within a preset time period. Such as location information of the user, etc.

Thus, the electronic device can comprehensively determine the sequence of the display cards pushed to the user within the time corresponding to the preset time duration by combining the information of the user and the task lists of different tasks, namely executing the following step S502.

As an example, table 1 below shows examples of different tasks (or events) that the electronic device can collect in a flight class card.

TABLE 1

In conjunction with table 1 above, the task list of check-in, electronic boarding pass, and baggage carousel received by the electronic device from the application is used as an example. The electronic equipment can determine that a target task is an operator seat selection in an operator seat-open operator task by sorting according to the received task list, the association position and the destination are not limited (the operator seat selection can be performed on line, so that the position of a user can not be associated), the task open time (namely the time for pushing the card to the user) is the operator time in the task list, and the task receiving time (namely the time for finishing displaying the card to the user) is the operator finishing time. In this way, the electronic device is able to know all relevant information for the "pick-and-place-open-check-in task.

Similarly, the electronic device can determine, by sorting, from the received task list, that the "electronic boarding pass-start boarding" task is a task in which the target task is boarding with the electronic boarding pass, the associated location is at the departure airport, the destination is a gate, the task opening time is at the start boarding in the task list, and the task receiving time is after the aircraft takes off. In this way, the electronic device is able to know all relevant information for the "electronic boarding pass-start boarding" task.

The electronic equipment can determine the position of a luggage turntable as a target task in a 'luggage turntable' task by sorting according to the received task list, wherein the associated position is at a destination airport, the destination is the luggage turntable, the task opening time is 2 hours after the airplane in the task list takes off, and the task receiving time is 2 hours after the airplane arrives. In this way, the electronic device is able to know all relevant information for the "baggage carousel" task.

In the above example, the electronic device may obtain the task list corresponding to each card through information interaction with the application installed therein. In other embodiments of the present application, based on the content shown in table 1, the electronic device may further determine more information (e.g., referred to as supplemental information) related to different cards from the task list and/or its configuration file. In some embodiments of the present application, the configuration file for determining the supplemental information may also be referred to as a supplemental information correspondence.

For example, please refer to table 2.

TABLE 2

As shown in table 2, the electronic device may obtain more information corresponding to different tasks on the basis of obtaining the task list shown in table 1 through the application program. Take the example of obtaining the information shown in table 2 from its own configuration file. The electronic device can be configured with information such as acceptable latest exposure time of different commonly used tasks, influence of exceeding the latest exposure time, suggested set-top time, dependent tasks, task importance degree and the like.

Then, when the electronic device receives the information related to "seat selection on duty-open duty" the electronic device may read the corresponding information from its configuration file according to the task identifier (such as task name, task ID, etc.) of the "seat selection on duty-open duty" and arrange the corresponding information into the information packet corresponding to the task. For example, as shown in table 2, through the above sorting process, the electronic device can determine that the acceptable latest exposure time of the current task is:

1. the morning shift (0:00-12:00) starts reminding at 6 pm in the previous day;

2. the airliner (12:00-18:00) starts reminding at 6 am of the day;

3. late flights (18:00-24:00) start reminders at 12 pm of the day.

Thus, by combining the current flight information, the current flight can be screened and determined as an early flight, a midday flight or a late flight from the above conditions 3, and then the corresponding acceptable latest exposure time can be selected and determined. The electronic device may also determine the impact of exceeding the latest exposure time, such as a trip plan being upset. The electronic equipment can also determine that the suggested top setting time of the card corresponding to the task is 2 hours, the task is not dependent, and the task importance degree is high-level information.

Similarly, when the electronic device receives the information related to "electronic boarding pass-start boarding", the corresponding information can be read from the self configuration file according to the task identifier (such as task name, task ID, and the like) of the "electronic boarding pass-start boarding pass", and the corresponding information is arranged in the information packet corresponding to the task. For example, as shown in table 2, through the above-mentioned sorting process, the electronic device can determine that the acceptable latest exposure time of the current task is: 20 minutes after boarding began. The electronic device may also determine the effect of exceeding the latest exposure time, such as the trip plan being upset. The electronic equipment can also determine that the suggested set-top time of the card corresponding to the task is 40 minutes, the task is not dependent, and the importance degree of the task is high-level information.

In addition, when the electronic device receives the information related to the "baggage carousel", the electronic device may read the corresponding information from the configuration file of the electronic device according to the task identifier (such as the task name, the task ID, and the like) of the "baggage carousel", and arrange the corresponding information into the information packet corresponding to the task. For example, as shown in table 2, through the above sorting process, the electronic device can determine that the acceptable latest exposure time of the current task is: the arrival time of the aircraft. The electronics can also determine the effect of exceeding the latest exposure time, such as not having taken baggage. The electronic equipment can also determine that the suggested set-top time of the card corresponding to the task is 30 minutes, the task is not dependent, and the importance degree of the task is high-level information.

In some embodiments of the application, the electronic device may further perform simple processing on task lists of different events in the process of sorting the task lists. For example, the electronic device may determine a business emergency importance level (e.g., as identified by a business emergency importance score) for an event within a preset duration, as well as a content type of the event. In some implementations, the content types of the event may include: task type, ordinary reminding type, important reminding type, very important reminding type. The electronic device may put the content (such as the business emergency importance score identifier, the content type, etc.) obtained through simple processing into the information packet corresponding to the event when finishing the sorting action.

In the above example, the electronic device acquires the information shown in table 2 from its own configuration file as an example. In other embodiments of the present application, some or all of the information in table 2 may also be obtained by the electronic device from the application.

It can be understood that through the above collecting and sorting processes, the electronic device can obtain more comprehensive information of each task (or event). And then the electronic equipment can determine the optimal display sequence of the cards of each task according to the information (such as the task list).

S502, determining the display sequence of the cards corresponding to each task list according to the task lists, and carrying out top setting display according to the display sequence.

In the embodiment of the application, the electronic device can determine the display sequence of the corresponding cards according to the acquired task list within the preset time length. In some implementations, the determined order of presentation of the cards may be in accordance with rules for emergency milestone priority reminders. It should be noted that, in this example, the process of determining the display order of the cards may also be referred to as an organization process.

The following describes a specific scheme of determining the display order of the cards by the electronic device with reference to a specific example.

In some embodiments, the electronic device may implement the organizational process in conjunction with current context information, as well as a task list.

For example, the current environment information may include at least one of current time, current location, road conditions, weather, device information, context, and the like. In some implementations, the time information may include specific times, such as 1 o 'clock, 5 o' clock, etc. In other implementations, the time information may also be identified by a functional description, such as a time period on duty, a time period off duty, an open-air time, a time of boarding, 4 hours before flight takeoff, after getting up in the morning, before sleeping in the evening, and so on. Similarly, the location information may include specific coordinates such as specific latitude and longitude, and may also include functional descriptions such as at a company, at home, to an airport, to a nearby subway station at a company, a meeting location, and the like. In addition, the context information may include whether check-in has been performed, whether check-in was successful, whether a meeting was entered, a meeting importance flag, meeting participants, whether to give a lead, whether to give a speaker, etc.

As a possible implementation, the electronic device may determine the priorities of different cards according to the scene matching degree, the exposure duration, the importance score, and the suggested set-top duration of different events. The scene matching degree, the exposure time, the importance degree score and the suggested top setting time can be obtained through direct or indirect calculation of the task list.

Illustratively, in conjunction with table 3, a method for calculating a scene matching score (correlation score), a time matching coefficient, a location matching coefficient, an intra-business emergency importance score, a content type, and other ranking factors provided in the embodiments of the present application is shown.

TABLE 3

As shown in table 3, event a is taken as an example. The time matching coefficients of the respective services can be updated in real time at the electronic device. Wherein, t_{User' s}May be the current time, t_{Card start}May be an eventStarting time of A, t_{Card end}May be the end time of event a. In connection with the foregoing example, t_{Card start}And t_{Card end}May be obtained through the task list of event a. The electronic device can determine whether the current time is t_{Card start}，t_{Card end}]And determining the time matching coefficient of the event A at the current moment. In some examples, as shown in table 3, the matching result of the time matching coefficient may be-1 or 1. And when the matching result is 1, indicating that the current moment is in the effective reminding time period of the event A, and reminding the user by showing the card of the event A. Of course, whether the card of the event a is displayed on the interface or not needs to refer to other information, and is determined according to the priority ranking result of the current time. Similar to the time matching coefficient, the electronic device can determine a location matching coefficient for event a at the current time. E.g. by place_{User' s}For example, current location information of the user is identified. The electronic device may determine the place when determining that the current location of the user exists (or has been obtained), and that the current location of the user is within the active trigger area of event a (e.g., in a flight scenario, an area covered by a departure location in an on-duty event, etc.)_{User' s}Is 1. Correspondingly, the place is determined when the position of the current user is not in the effective trigger area of the event A (such as the area covered by the departure place in the flight scene, the check-in event, and the like)_{User' s}Is-1. And if the electronic equipment cannot acquire the current position information of the user or the event A has no position attribute, determining the place_{User' s}Is 0. Similar to the location matching coefficient, the electronic device may also determine a current scene matching coefficient scene of the user_{User' s}. Further, in conjunction with the scenario explanation regarding sorting in the foregoing S501, in some examples, the electronic device may also determine intra-business emergency importance scores for different events, as well as content types.

In this example, after obtaining the time matching coefficient, the location matching coefficient, the scene matching coefficient, and the intra-service emergency importance score of the event a, the electronic device may determine the card that needs to be top-displayed at the current time. For example, in combination with the current time, the time matching coefficient of the event a is 1, and the location matching coefficient is 0 or 1, then the electronic device may set a card for displaying the event a. Thus, at different times, the electronic device can determine different cards meeting the above requirements (hereinafter referred to as meeting the display requirements) to be displayed on the top. Therefore, the effect of displaying the cards meeting the requirements of the user to the top of the user is achieved. It can be understood that, according to the display sequence of the cards determined in the above example, the event reminder which can help the user to improve the efficiency can be displayed to the user according to the information such as the current scene, the position, the time and the like in combination with the actual situation of the user, so that the effect of helping the user to improve the work efficiency to the maximum extent can be achieved.

It should be noted that, in some scenarios, the electronic device may determine that a plurality of cards all meet the display requirement, and then, in this example, the electronic device may perform priority sorting on the cards meeting the requirement, and finally select a corresponding card to perform top display according to a sorting result.

As an example, the event with n cards at the current time is all in accordance with the above-mentioned set-top display requirement. In some embodiments, the electronic device can determine a priority order for each of the n cards according to equation (1) below.

a₁×correlationScore+a₂×importanceScore+a₃×adviceOccurTime+a₄XoccurTime … … equation (1).

Wherein, a₁Is a scene matching score weight, a₂To the importance score (importanceScore) weight, a₃To suggest a weight for the set-top time (adviceOccurTime), a₄Is the exposure time duration (occurrtime) weight. The weights can be preset in the electronic device, or obtained from a server (such as a cloud) when the electronic device needs.

The electronic equipment can respectively calculate and acquire the priority numerical values of the n cards according to the formula (1), and top-display the cards of the n events according to the sequence from high priority to low priority.

In further embodiments, the ranking factor may further comprise at least one of: a time matching coefficient (time _ control _ rate); card exposure time rate (exposure _ duration); a ratio of the set-top duration to the expected set-top duration (top _ duration _ rate); card type (card _ type); card importance (import); a location matching coefficient (is _ location _ match); a set-top duration (top _ duration); card source (source _ type); exposure coefficient (exposure _ main). Herein, the card exposure time rate may also be referred to as a card exposure rate.

The electronic device may determine the emergency importance of each event according to the ranking factor. In some implementations, the ranking factor may be determined by the electronic device based on a task list of different events.

For example, the time matching coefficient may be obtained by calculating according to the following formula (2):

the time matching coefficient (deadline-currentTime)/(deadline-startTime) … … equation (2).

Wherein, deadline is the card ending time, CurrentTime is the current time, and Starttime is the card starting time.

The card exposure rate can be calculated according to the following formula (3):

the card exposure rate is the actual exposure time of the card/1000 … … formula (3).

The ratio of the set-top duration to the expected set-top duration may be calculated according to the following equation (4):

the ratio of the set-top duration to the expected set-top duration is … … equation (4).

The card type may be a kind of card.

The importance of the card may be determined based on the preset importance of the card.

The position matching coefficient may be a result of whether the expected place and the actual place match.

The set-top time period may be the time the card is at the first card.

The card source is a preset parameter. For example, the card source may include a task type, a reminder type, etc. determined in the sorting process.

The exposure factor may be a magnitude of the duration that the user views the corresponding card. For example, the duration of time that the user views the corresponding card may include a duration of time that the electronic device displays the interface including the card to the user until the electronic device switches to another interface, or a duration of time that the electronic device displays the interface including the card to the user until the electronic device turns off the screen.

As a possible implementation, after obtaining the value of the ranking factor of each event, the electronic device may determine the priority value of each event according to a Gradient Boosting Decision Tree (GBDT) method.

It is understood that a plurality of thresholds (threshold) may be included in the GBDT, and each threshold may correspond to a judgment node. The decision logic of the GBDT is close to a tree (e.g., called a decision tree) from top to bottom, and each decision node may correspond to a branch. When using GBDT to determine the priority value of an event (e.g., event a), the decision can be made from the top of the tree down in order. In this example, the judgment object for each branch may be a sort factor for the event. Then, after performing a series of decisions according to the decision logic chain of the GBDT, a unique result corresponding in turn to the ordering factor of the event can be obtained, which corresponds to a value on the tree that may be a specific leaf (e.g., called leaf _ index).

Wherein each threshold in the GDBT may be preset in the electronic device. The threshold may be obtained by training. As an example, a great number of ranking factors corresponding to events may be collected as input conditions and input into a neural network model with GDBT judgment logic, and a card that a user wants to view is taken as an output result, and the neural network model is trained, so as to obtain threshold values of different judgment nodes that meet the input conditions and the output result. In some embodiments of the present application, in order to enable the training to obtain the threshold value to accurately filter and obtain the card that the user wants to view, the larger the number of the collected input conditions and the number of the collected samples of the output result, the better, for example, the number of the samples may be 500.

As an example, Table 4 is an example of a threshold value for training the acquisition ranking factor.

TABLE 4

Ordering factor	Threshold value
		Time matching coefficient	230
Exposure time rate of card	96
		Ratio of set-top duration to expected set-top duration	73
Card type	71
		Importance of card	65
Location matching coefficient	44
		Duration of set-top	39
Card source	39
		Coefficient of exposure	10

In the following, referring to fig. 6, the finite count value of event a determined by GBDT is described by taking the sorting factors including time matching coefficient, card exposure time rate, and card type as examples.

As shown in fig. 6, when event a is an event of type 1 (e.g., weather), the electronic device may determine whether event a is an event of type 1 according to whether the name of event a corresponds to type 1. And when the event A is the event of the type 1, determining a subsequent path according to the size relation between the event duration of the event A and the corresponding threshold value 1. For example, when the event duration of the event a is greater than the threshold 1, the electronic device may further determine a size relationship between the time matching coefficient of the event a and the corresponding threshold 2. When the time matching coefficient of the event A is larger than the threshold value 2, the priority value of the event A is determined to be the leaf value 2. Correspondingly, when the time matching coefficient of the event a is less than or equal to the threshold 2, the priority value of the event a is determined to be the leaf value 1. Thus, when the event a is an event of type 1, the priority value corresponding to the event a can be determined. Such as the decision tree shown in fig. 6, while showing the decision logic when event a is not a type 1 event. For example, when the event a is not a type 1 event, the electronic device may determine whether the event a is a type 5 event. The priority value for event a may then be finalized according to the logic shown in fig. 6, and thus according to a ranking factor such as the event duration, and/or the time matching factor, for event a.

In the embodiment of the present application, the thresholds in the decision tree such as the threshold 1, the threshold 2, and the threshold 3 shown in fig. 6 may be preset in the electronic device, or may be obtained through training. For example, the threshold values in the decision tree may be trained through a plurality of sets of events collected in advance and corresponding situations of events that are most likely to be seen by the user, so as to obtain the threshold values 1 to 3. Such that the electronic device may use the trained threshold in subsequent prioritization.

It should be noted that the portion shown in fig. 6 is only a part of the decision tree, and in some implementations of the present application, the electronic device may use at least 31 independent decision trees configured therein when making a decision by the GBDT, so as to enable determination of priority values of at least 31 different events.

The electronic device may sequentially perform the above-described decision process shown in fig. 6 on the n events meeting the display requirement, and thereby obtain the priority values corresponding to the n events. For example, n is 3, corresponding to event 1, event 2, and event 3, and the priority values are X, Y, and Z, respectively. The electronic device may obtain the priority value X of event 1, the priority value Y of event 2, and the priority value Z of event 3 according to the above-described example shown in fig. 6. When the cards need to be displayed in a top-mounted manner, the electronic device may display the cards of event 1, event 2, and event 3 in a top-mounted manner according to the descending order of X, Y, and Z (e.g., when X > Y > Z).

As an example, the following describes a scheme and an effect of determining display priorities of a plurality of different events in conjunction with an actual scene.

In this example, the user is a commuter, a subway station near the user home is an airport subway station, and the user goes to the airport to catch up with an airplane during the off-duty time. According to the task list of each event, the electronic device may present the recommended card to the user according to the corresponding logic of event reminder, location, and time as shown in fig. 7.

As shown in fig. 7, the electronic device may determine, according to the received task lists, that within a preset time period (e.g., 15:00-21:00), the event that the user needs to be reminded by pushing the card may include: 15:00 conference 1 start, 17:00 airplane 4 hour reminder before takeoff, 18:00 reminder into subway station, 19:00 reminder out of subway station, 19:15 conference 2 start reminder, 20:20 check-in deadline reminder and start boarding time reminder, 20:30 conference 3 start time reminder, 20: and reminding the boarding deadline at 45, wherein the takeoff time of the airplane is 21: 00.

Then the electronic device may incorporate the user's location change, such as at the company before 15:00, and may then set up the display 15 at 15: 00: 00 meeting 1 the corresponding card starts reminds that meeting 1 is about to start. As another example, if the user arrived at a subway station near the company before 17:00, the card may be displayed to the user overhead at 17:00 4 hours before the airplane took off. And so on.

In the example shown in fig. 7, the conflict points existing in the message alert process in this scenario are shown. Such as:

conflict point 1: flight check-in card (after opening check-in) and schedule-approaching card (arrival meeting reminder time-15 minutes ahead);

conflict point 2: subway cards (exit subway station) and approaching schedule cards (arrival meeting reminder time-15 minutes ahead);

conflict point 3: subway cards (going out of a subway station) and airline boarding pass cards (going to an airport);

conflict point 4: subway cards (leaving subway stations) and flight check-in cards (20 minutes before check-in deadline);

conflict point 5: flight check-in card (20 minutes before check-in) and approaching schedule card (arrival meeting reminder-15 minutes ahead);

conflict point 6: flight boarding card (start boarding) and approach schedule card (arrival meeting reminder time-15 minutes ahead).

If the current scheme is adopted, aiming at the 6 conflict points, the electronic equipment can arrange the corresponding cards according to the sequence of receiving the information of the conflict points for top display, so that more important events needing to remind the user are pushed back.

By the scheme provided by the embodiment of the application, better pushing results can be obtained after the scheme as shown in fig. 6 is adopted for priority ranking. For example, for the above 6 conflict points, the electronic device may push the cards of the 6 conflict points of the sequential executor to be set on top for display as follows:

1. setting a schedule card close to the top;

2. placing a subway card on the top;

3. placing the subway card on top;

4. placing the subway card on top;

5. setting a flight check-in card;

6. and placing the card of the boarding check of the airline flight on the top.

It can be seen that the electronic device can adaptively select the events which are more important for the user to perform the priority top display, so that the electronic device can more intelligently deal with the conflict point and provide a better card push service for the user.

By the scheme example, the electronic device can determine the cards which need to be displayed to the user at different times and the priority order of each card when a plurality of cards need to be displayed in the same time period according to the ranking factor of each event and by the scheme such as GBDT. Therefore, the electronic equipment can screen and determine the cards of the corresponding events with higher importance emergency degree at different moments to display the cards to the top of the user. For example, the cards after sorting may conform to the efficient working mechanism of the four quadrant method. Illustratively, in connection with FIG. 8, the events that can be top-displayed may be cards of critical events that need to be performed soon. For example, cards that need to be executed immediately may include: important reminding of 15 minutes before the start of the conference, change of boarding gate, late flight, boarding code when entering or leaving station, reminding of starting boarding, reminding of conflict existing in the newly added conference of today, reminding of 20 minutes before the end of boarding, reminding of seat selection of boarding and the like. The cards that require a customized work plan may be displayed on top of the card that requires immediate execution. For example, a card for which a work plan is to be created may include: reminding when a conflict exists in a conference after a new addition tomorrow, wherein the tomorrow schedule is earlier than the working time, opening an operator and selecting seats of the operator, the schedule after the operator is on duty, boarding reminding when arriving at an airport, the schedule information after ticket drawing, the schedule of a non-working day existing tomorrow, the schedule of the tomorrow schedule needing to go to a place outside a company, adding/changing/deleting the schedule and the like. The electronic device can then display the emergency unimportant cards. For example, an urgent unimportant card may include a reminder for 15 minutes before the start of an unimportant meeting. Under the condition that the emergency card does not need to be placed on the top for displaying, and the cards with higher cooperation and emergency degrees have already been placed on the top for displaying, the electronic equipment can display the cards with lower emergency degrees. For example, there are several schedules in the morning when getting up, several schedules in the tomorrow before sleeping, etc.

Therefore, a more reasonable card set-top display mechanism can be determined according to the important, important and nonemergency logic sequence, and the unimportant and nonemergency logic sequence.

For example, the display order of the plurality of cards determined by the scheme provided by the embodiment of the present application may have the following characteristics from the perspective of the scene matching degree: the method includes the steps that a card which is required to be completed by a user at a current position and accords with a current task of a current scene > a card which is required to be completed by the user at the current position and is in accordance with a target task of the current scene > a card which accords with a task with a position attribute of the current scene > a card which accords with a task without a position attribute of the current scene > a card which is not required to be completed by the user at the current time and is in accordance with a task without a position attribute of the current scene > a card which is not required to be completed by the user at the current position and is not in accordance with a task without a position attribute of the current scene.

Referring to fig. 9, an example of an interface for performing a card top display according to the scheme provided in the embodiment of the present application is shown. Take an electronic device as an example of a mobile phone. As shown in fig. 9 (a), in the case where the push card is not displayed, the home page content as shown by 901 may be displayed on the main interface of the mobile phone. The current basic information can be included, such as time 08:16, date 12 month 03 day thursday, etc. After the set-top card is determined according to the scheme provided by the embodiment of the application, the mobile phone can display the corresponding set-top card on the interface under the condition that the display requirement is met (for example, the time reaches the trigger time of the card, and/or the position of the user reaches the trigger position of the card, and the like). For example, in connection with (b) in fig. 9, the current set-top card is used to prompt a card for performing a check-in. The cell phone may set up a card as shown at 902 on the interface. It can be seen that, the user can visually see the relevant information corresponding to the check-in event, such as the flight number, the departure airport, the arrival airport and the like. It should be noted that, in some embodiments, the position of the card displayed on the top of the mobile phone interface may be a position covering 901 as shown in fig. 9 (a). Therefore, the effect of card information required by the user can be displayed to the user while the interface display is simplified.

In some implementations, the user can operate on the card as shown in (b) of fig. 9, such as flip up and down, click to jump, slide delete, and so on. For example, the user may input a downslide action after touching the top card on the interface of the mobile phone (e.g., operation 903). In response to this operation 903, the handset may display information that is a little lower priority than the set-top card. For example, the mobile phone may display an interface as shown in (c) of fig. 9. In this example, the information that is slightly lower in priority than the set-top card may include a subsequent calendar reminder as shown by card 904. Similar to the above-described operation 903, on the card 904, the user may also input a corresponding operation for the electronic device to perform a corresponding response. For example, the user may touch one schedule list in the schedules displayed at 904, so that the electronic device may display detailed information of the schedule touched by the user on the interface through a new window or a new interface.

It can be understood that, by the scheme shown in fig. 5, the electronic device may be able to intelligently set a card for displaying a more important event to the user in outline of time, so that the user may perform more efficient event processing according to the card reminder of the electronic device. In other embodiments of the application, the electronic device may further adjust the mechanism for determining the set-top card according to the operation of different users on the set-top card determined based on the current mechanism based on the scheme shown in fig. 5, so as to achieve an effect of optimizing the set-top card.

Exemplarily, as shown in fig. 10, in this example, in conjunction with the flowchart shown in fig. 5, after S502 is completed, the electronic device may further perform the following S1001-S1002.

S1001, collecting operations of the single user on the displayed cards.

In connection with the scheme shown in fig. 9, in this example, the operation of the card by the user may include at least one of the following operations: up and down, click skip, slide delete, dwell time, etc. In addition, in some implementations, the electronic device may also collect the number and/or frequency of operations of the application by the current user in order to determine the usage habits of the current user with respect to the electronic device. For example, operations on an application may include: open APP, open applet, and/or use functions within APP, etc.

In the embodiments of the present application, this process may also be referred to as a review process.

And S1002, determining a subsequent top-positioned displayed card by combining the operation of the user on the displayed card.

In this example, the electronic device may determine the usage habit of the user for the push information according to the operation of the user on the card and/or the application program acquired in S1001, so as to perform personalized adjustment accordingly, so as to provide the user with a more accurate display of the push card.

For example, the electronic device determines the set-top card through the GBDT. Electronic equipment can be according to the operation of user to the card, if the user looks over time longer to APP 1's propelling movement information, then judge the threshold value of node in the adjustment GBDT that just can correspond to make the priority of this APP 1's propelling movement card can obtain promoting, so that can see APP 1's propelling movement card more conveniently to the user. As a possible implementation, the electronic device may periodically train the user's operation on the card as a constraint of the model for training the GBDT threshold, and train the GBDT model threshold to obtain an updated threshold for determining a subsequently top-displayed card.

In the embodiments of the present application, this process may also be referred to as an evaluation process.

It should be noted that, in the above examples, the electronic device (e.g., a mobile phone) determines the card to be set on top for display according to the scheme shown in fig. 5 or fig. 10 by itself. In other embodiments of the present application, the electronic device may be further combined with other devices (e.g., a server or other devices with processing functions) to implement more intelligent card top display. This arrangement can provide an effect of distributing the computational power arrangement and reducing the data processing pressure of the electronic device.

Exemplarily, with reference to fig. 11, a schematic view of a scenario that an electronic device interacts with a server according to an embodiment of the present application is shown. In which the server is taken as a cloud server (or called as a smart cloud) as an example.

As shown in fig. 11, the cell phone may interact with the cloud server. For example, the mobile phone may send the operation information of the current user collected in S1001 to the smart cloud. In one implementation of the present application, there may be a plurality of electronic devices that may interact with the smart cloud. For example, there may be other electronic devices that interact with the smart cloud in addition to the cell phone shown in FIG. 11. And sending the operation of the user on the display card collected by each electronic device to the smart cloud. A smart cloud may have more enhanced processing capabilities than an electronic device. The smart cloud can train the GBDT model stored in the smart cloud according to the received operation of the different users sent by the one or more electronic devices. Therefore, with the continuous addition of new samples, the training result of the GBDT model can be more accurately pointed to different user groups.

For example, the smart cloud may distinguish training results of user groups with significant regional differences or time differences, and send the training results to the electronic device used in the corresponding area or at the corresponding time. Therefore, the electronic equipment can determine the set-top card by using the GBDT model which is more fit with the characteristics of nearby users, and better experience is provided for the users.

It should be noted that, in some embodiments of the present application, a white list or a black list may be further provided in the smart cloud and/or the electronic device, so as to provide an interface for actively configuring the set-top card policy. For example, a white list is configured in a smart cloud. The smart cloud can be combined with information of each card indicated in the white list on the basis of obtaining a winning GBDT model through training according to the existing samples, so that the effect of optimizing the GBDT model according to the white list is achieved. The smart cloud may issue the optimized GBDT model (e.g., the threshold value of each judgment node) to the electronic device. The electronic device may receive the GBDT model and update the GBDT model maintained by itself. Therefore, in the subsequent process of determining the top card, the updated GBDT model is adopted to carry out more accurate judgment. In some embodiments, for example, the electronic device is also configured with a corresponding white list, and the electronic device may further adjust the currently received GBDT model from the smart cloud in combination with the configured white list in the process of updating the GBDT model maintained by the electronic device, so as to obtain a customized optimization effect corresponding to the user corresponding to the current electronic device.

The scheme provided by the embodiment of the application is mainly introduced from the perspective of electronic equipment. To implement the above functions, it includes hardware structures and/or software modules for performing the respective functions. Those of skill in the art would readily appreciate that the various illustrative elements and algorithm steps described in connection with the embodiments disclosed herein may be implemented as hardware or combinations of hardware and computer software. Whether a function is performed as hardware or computer software drives hardware depends upon the particular application and design constraints imposed on the solution. Skilled artisans may implement the described functionality in varying ways for each particular application, but such implementation decisions should not be interpreted as causing a departure from the scope of the present application.

In the embodiment of the present application, the functional modules of the devices involved in the method may be divided according to the above method example, for example, each functional module may be divided corresponding to each function, or two or more functions may be integrated into one processing module. The integrated module can be realized in a hardware mode, and can also be realized in a software functional module mode. It should be noted that, in the embodiment of the present application, the division of the module is schematic, and is only one logic function division, and there may be another division manner in actual implementation.

Please refer to fig. 12, which is a schematic diagram illustrating an information pushing apparatus 1200 according to an embodiment of the present disclosure. The apparatus may be applied to an electronic device (e.g., a mobile phone) and/or a cloud server in the above examples, so as to implement the scheme in any of the above examples.

As an example, the apparatus comprises: the acquiring unit 1201 is configured to acquire a task list of at least 2 push cards, where different push cards correspond to different events, and the push cards are used to be displayed on the display screen to remind a user of the corresponding event. The determining unit 1202 is configured to determine a display order of at least 2 pushed cards according to a task list of at least 2 pushed cards, and display the at least 2 pushed cards on a display screen of the electronic device according to the display order. When a plurality of push cards need to be displayed in the same time period, the display sequence of the push cards with high importance is before the display sequence of the push cards with low importance.

In a possible design, the obtaining unit 1201 is configured to, after obtaining the task list of at least 2 pushed cards, sort the task list of at least 2 pushed cards, and obtain a task list corresponding to each event.

In one possible design, the determining unit 1202 is configured to determine supplementary information of the corresponding event according to the task list, where the supplementary information includes at least one of the following: the acceptable latest exposure time of the event, the suggested set-top duration of the push card corresponding to the event, and the importance degree of the event. Supplementary information for the event is added to the task list.

In a possible design, the determining unit 1202 is configured to determine, according to task list lists corresponding to at least 2 push cards, display orders corresponding to the at least 2 push cards respectively.

In one possible design, the determined presentation order includes a display trigger condition for each push card, the display trigger condition including at least a presentation time of the push card. The apparatus further includes a display unit 1203, configured to display a first push card on a display screen of the electronic device according to a display trigger condition of the first push card when display of the first push card is triggered, where the first push card is included in at least 2 push cards.

In a possible design, a second push card is further included in at least 2 push cards, and the display trigger condition of the second push card is the same as that of the first push card. The task list of the first push card is a first task list, and the task list of the second push card is a second task list. The determining unit 1202 is configured to determine a first priority value of the first push card according to the first task list, and determine a second priority value of the second push card according to the second task list. In the case that the first priority value is greater than the second priority value, the display order of the first push cards is prior to the display order of the second push cards.

In one possible design, the determining unit 1202 is configured to determine a sorting factor of a corresponding pushed card according to the task list. And determining the priority value of the push card according to the sorting factor of the push card.

In one possible design, a gradient-boosted tree GBDT model is configured in the electronic device with the ranking factor as a decision condition. The determining unit 1202 is configured to determine a priority value of the push card according to a determination result of the sorting factor in the GBDT model.

In a possible design, the GBDT model includes at least 1 judgment node, each judgment node corresponds to a threshold of 1 sorting factor, and the determining unit 1202 is configured to use the sorting factor as an input, and determine a judgment result corresponding to the sorting factor of the push card according to a size relationship between the sorting factor and the threshold of each judgment node in the GBDT model.

In one possible design, the obtaining unit 1201 is configured to obtain operations of at least 2 users on at least 2 push cards displayed on a display screen of the electronic device, where the operations include flipping the cards up and down to switch the cards, clicking the cards to jump to details corresponding to the cards, or sliding to delete the cards. The apparatus further comprises an updating unit 1204 for updating the threshold in the GBDT model according to at least 2 operations of the user.

In one possible design, the determining unit 1202 is configured to determine the usage preference of at least 2 users according to the operation of at least 2 users. An updating unit 1204 is configured to update the threshold in the GBDT model according to at least 2 usage preferences of the user.

It should be noted that all relevant contents of each step related to the above method embodiment may be referred to the functional description of the corresponding functional module, and are not described herein again.

Please refer to fig. 13, which is a schematic diagram illustrating a composition of another electronic device according to an embodiment of the present application. As shown in fig. 13, the electronic device 1300 may include: a processor 1301 and a memory 1302. The memory 1302 is used to store computer-executable instructions. For example, in some embodiments, the processor 1301 may cause the electronic device 1300 to execute the information pushing method shown in any one of the first electronic devices mentioned in the above embodiments when executing the instructions stored in the memory 1302.

It should be noted that all relevant contents of each step related to the method embodiment may be referred to the functional description of the corresponding functional module, and are not described herein again.

Fig. 14 shows a schematic block diagram of a chip system 1400. The chip system 1400 may include: a processor 1401 and a communication interface 1402 to enable associated devices to implement the functionality involved in the embodiments described above. In one possible design, the system-on-chip further includes a memory for storing necessary program instructions and data for the terminal. The chip system may be constituted by a chip, or may include a chip and other discrete devices. It should be noted that, in some implementations of the present application, the communication interface 1402 may also be referred to as an interface circuit.

The functions or actions or operations or steps, etc., in the above embodiments may be implemented in whole or in part by software, hardware, firmware, or any combination thereof. When implemented using a software program, may be implemented in whole or in part in the form of a computer program product. The computer program product includes one or more computer instructions. The procedures or functions described in accordance with the embodiments of the present application are all or partially generated upon loading and execution of computer program instructions on a computer. The computer may be a general purpose computer, a special purpose computer, a network of computers, or other programmable device. The computer instructions may be stored on a computer readable storage medium or transmitted from one computer readable storage medium to another, for example, from one website, computer, server, or data center to another website, computer, server, or data center via wire (e.g., coaxial cable, fiber optic, Digital Subscriber Line (DSL)) or wireless (e.g., infrared, wireless, microwave, etc.). The computer-readable storage medium can be any available medium that can be accessed by a computer or can comprise one or more data storage devices, such as a server, a data center, etc., that can be integrated with the medium. The usable medium may be a magnetic medium (e.g., floppy disk, hard disk, magnetic tape), an optical medium (e.g., DVD), or a semiconductor medium (e.g., Solid State Disk (SSD)), among others.

Although the present application has been described in conjunction with specific features and embodiments thereof, it will be evident that various modifications and combinations can be made thereto without departing from the spirit and scope of the application. Accordingly, the specification and figures are merely exemplary of the present application as defined in the appended claims and are intended to cover any and all modifications, variations, combinations, or equivalents within the scope of the present application. It will be apparent to those skilled in the art that various changes and modifications may be made in the present application without departing from the spirit and scope of the application. Thus, if such modifications and variations of the present application fall within the scope of the claims of the present application and their equivalents, the present application is also intended to include such modifications and variations.

Claims

1. An information push method is characterized by being applied to electronic equipment, wherein a gradient lifting tree GBDT model taking a sorting factor as a judgment condition is configured in the electronic equipment, the GBDT model comprises at least two judgment nodes, and each judgment node corresponds to a threshold value of 1 sorting factor; the method comprises the following steps:

the method comprises the steps of obtaining a task list of at least 2 push cards, wherein different push cards correspond to different events, and the push cards are used for being displayed on a display screen to remind a user of the corresponding events; the task list of the push card comprises the start time, the latest completion time, the destination location, the details of task content and dependent events of the event corresponding to the push card;

sorting task lists of at least 2 push cards to obtain a task list corresponding to each event;

according to the task list, determining supplementary information of a corresponding event, wherein the supplementary information comprises the acceptable latest exposure time of the event, the suggested top setting time of a push card corresponding to the event and the importance degree of the event;

adding supplementary information of the event into the task list;

determining a sorting factor corresponding to the pushed cards according to a task list of at least 2 pushed cards; the sequencing factors comprise a time matching coefficient, a scene matching degree, a position matching coefficient, an emergency importance degree score in a service, a card exposure time rate, a ratio of a set-top time length to an expected set-top time length, a card type, a set-top time length, a card source and an exposure coefficient;

the exposure time rate of the card is actual exposure time/1000 of the card, the card source is used for indicating that the corresponding task is a task type or a reminding type, and the exposure coefficient is used for indicating a user to check the duration magnitude of the card;

wherein the time matching coefficient is determined according to the start time and the latest completion time, the scene matching degree and the position matching coefficient are determined according to the destination location and the task content details, and the intra-business emergency importance degree score is determined according to the task content details and the dependent event;

determining a judgment result corresponding to the sorting factor of the push card as a priority numerical value of the push card according to the sorting factor and the size relation of the threshold of each judgment node in the GBDT model by taking the sorting factor as input;

determining the display sequence of at least 2 pushed cards according to the priority numerical values of the pushed cards and the task list;

displaying the at least 2 push cards on a display screen of the electronic equipment according to the display sequence;

when a plurality of push cards need to be displayed in the same time period, the display sequence of the push cards with high importance degree is before the display sequence of the push cards with low importance degree;

in a scenario where the user travels through an airplane, the method further includes:

acquiring a task list under the scene,

the task list under the scene is sorted, and tasks corresponding to the scene are obtained, wherein the tasks comprise an operator seat selection task, an open operator task, an electronic boarding pass task, a boarding start task and a luggage turntable task; distributing each parameter in a task list to the seat selection on duty-open duty task, the electronic boarding pass-start boarding task and the luggage turntable task, and acquiring a task list corresponding to each task; each task corresponds to one card;

determining acceptable latest exposure time in the supplementary information corresponding to each task according to the task list, and determining the influence exceeding the latest exposure time, the suggested set-top time, the dependent tasks and the task importance degree according to the latest exposure time;

adding the determined supplementary information of each task into a corresponding task list;

calculating and determining the ordering factor corresponding to each task according to the task list,

for any one task, taking a corresponding sorting factor as input, and calculating a priority value of the task according to a GBDT model preset in the electronic equipment;

and determining the display sequence of the cards in the scene according to the priority value of each task, and displaying the card with the highest priority value on the top of the display screen of the electronic equipment.

2. The method of claim 1, further comprising:

acquiring operations of at least 2 users on at least 2 push cards displayed on a display screen of the electronic equipment respectively, wherein the operations comprise switching the cards by turning the cards up and down, clicking the cards to jump to details corresponding to the cards, or sliding the cards to delete the cards;

updating the threshold value in the GBDT model according to at least 2 operations of the user.

3. The method of claim 2, further comprising:

determining the use preference of at least 2 users according to the operation of at least 2 users;

the updating the threshold value in the GBDT model according to at least 2 operations of the user comprises:

updating a threshold in the GBDT model according to the usage preferences of at least 2 of said users.

4. An electronic device, comprising one or more processors and one or more memories; the one or more memories coupled with the one or more processors, the one or more memories storing computer instructions;

the computer instructions, when executed by the one or more processors, cause the electronic device to perform the information push method of any of claims 1-3.