CN114065041A

CN114065041A - Message display method, device, system and program product

Info

Publication number: CN114065041A
Application number: CN202111368998.7A
Authority: CN
Inventors: 李玉娥
Original assignee: Beijing Dajia Internet Information Technology Co Ltd
Current assignee: Beijing Dajia Internet Information Technology Co Ltd
Priority date: 2021-11-12
Filing date: 2021-11-12
Publication date: 2022-02-18

Abstract

The disclosure provides a message display method, a terminal, a device, a medium and a program product, and relates to the technical field of computers. The method comprises storing the pushed message to a local cache; acquiring attribute information of a terminal; determining a target message and display time from the pushed message in the local cache according to the attribute information; acquiring state information of the terminal according to the display time; and displaying the target message according to the state information. By caching the information to be displayed and by means of data analysis of the attribute information and the state information of the user, the terminal accurately predicts the user demand and the display time, realizes intelligent and personalized accurate display of the message, improves the flexibility of the terminal for displaying the message, meets the use demands of different user groups on the message, and improves the user experience.

Description

Message display method, device, system and program product

Technical Field

The present disclosure relates to the field of computer technologies, and in particular, to a message display method, a terminal, a device, a medium, and a program product.

Background

With the rapid development of network technology, the existing application server can push messages to the terminal used by the user, so that the user can conveniently obtain the pushed messages. In order to improve the push arrival rate of the message, the existing APP generally pushes the message through a vendor push channel provided by a vendor of the terminal, and when the terminal receives the push message, the terminal immediately displays the received push message to the user through the vendor push channel.

In the related technology, the server generally sends messages to all users in a unified manner, or classifies the users according to historical data to send classified user messages, and the message pushing mode has low personalization degree, cannot meet the reading requirements of the users, and causes low user experience.

Disclosure of Invention

The present disclosure provides a message display method, device and system, which at least solve the problem in the related art that a pushed message cannot be individually and accurately displayed.

The technical scheme of the disclosure is as follows:

according to an aspect of the embodiments of the present disclosure, there is provided a message display method, which is performed by a terminal, including storing a pushed message in a local cache; acquiring attribute information of a terminal; determining a target message and display time from the pushed message in the local cache according to the attribute information; acquiring state information of the terminal according to the display time; and displaying the target message according to the state information.

In some embodiments of the present disclosure, determining the target message and the display time from the pushed message in the local cache based on the attribute information comprises: acquiring a message display model; inputting the attribute information of the terminal and the pushed message in the local cache into a message display model to obtain a target message queue, wherein the target message queue is arranged according to the priority determined by the weight of the pushed message; and determining the target message and the display time according to the priority based on the target message queue.

In some embodiments of the present disclosure, displaying the target message according to the status information further comprises: if the state information of the terminal is a preset state, displaying a target message; and if the state information of the terminal is not in the preset state, not displaying the target message.

In some embodiments of the present disclosure, a target application is installed on a terminal, state information of the terminal includes an application state of the target application, and the application state includes an idle state; wherein, the preset state includes: and the application state information of the target application program installed on the terminal is in an idle state.

In some embodiments of the present disclosure, the state information of the terminal includes a power state of the terminal, the power state further including a standby state; wherein, predetermine the state and still include: the power state of the terminal is a standby state.

In some embodiments of the present disclosure, the attribute information includes at least one of: the system comprises message playing information, clicking operation information and frame event feedback result characteristic information.

In some embodiments of the present disclosure, the status information comprises at least one of: the application state of the terminal and the power state of the terminal are provided, wherein the application state of the terminal comprises the following steps: a busy state and an idle state; the power states of the terminal include: an operating state and a standby state.

In some embodiments of the present disclosure, storing the pushed message to a local cache comprises: and if the closing notification of the message display function is not received, storing the pushed message to a local cache.

According to another aspect of the embodiments of the present disclosure, there is provided a message display terminal, including a client cache module configured to store a pushed message to a local cache; the first client characteristic acquisition module is configured to acquire attribute information of the message display terminal; the message client intelligent computing module is configured to determine a target message and display time from the pushed message in the local cache according to the attribute information of the message display terminal; the second client characteristic acquisition module is configured to acquire the state information of the message display terminal according to the display time; and the client presentation module is configured to display the target message according to the state information.

According to still another aspect of the embodiments of the present disclosure, there is provided an electronic apparatus including: a processor; a memory for storing the processor-executable instructions; wherein the processor is configured to execute the instructions to implement the message display method as previously described.

According to yet another aspect of the embodiments of the present disclosure, there is provided a computer program product comprising a computer program, wherein the computer program is configured to implement the aforementioned message display method when executed by a processor.

The technical scheme provided by the embodiment of the disclosure at least brings the following beneficial effects:

by caching the pushed information and analyzing the data of the attribute information of the user, the terminal can accurately predict the user requirement and display time, and the intelligent and personalized accurate display of the message is realized.

Furthermore, the personalized message is displayed at a proper time according to the state information of the user, and the flexibility of the terminal for displaying the message is improved, so that the offline display effect of the message can be realized. The message display frequency is improved through a flexible display mode, and the interactivity of the user is increased.

It is to be understood that both the foregoing general description and the following detailed description are exemplary and explanatory only and are not restrictive of the disclosure.

Drawings

The accompanying drawings, which are incorporated in and constitute a part of this specification, illustrate embodiments consistent with the present disclosure and, together with the description, serve to explain the principles of the disclosure and are not to be construed as limiting the disclosure.

Fig. 1 is a schematic diagram illustrating a structure of a terminal device according to an exemplary embodiment;

FIG. 2A is a flow chart illustrating a message display method according to an exemplary embodiment;

FIG. 2B is a diagram illustrating a method for displaying messages in which attribute information is obtained from two different interfaces, according to an illustrative embodiment;

FIG. 3 is a flow diagram illustrating a method for determining a target message and a display time from a pushed message in a local cache based on attribute information in a message display method in accordance with an exemplary embodiment;

FIG. 4 is a flowchart illustrating yet another message display method and an interface diagram for displaying a target message in accordance with an illustrative embodiment;

FIG. 5 is a flow diagram illustrating the transmission of a message in a locked screen state in accordance with an illustrative embodiment;

FIG. 6 is a network architecture diagram illustrating a message display method in accordance with an exemplary embodiment;

FIG. 7 is a terminal-side interaction diagram illustrating a message display method in accordance with an exemplary embodiment;

FIG. 8 is a block diagram illustrating a message display terminal according to an exemplary embodiment; and

fig. 9 is a block diagram illustrating a structure of a message display computer apparatus according to an exemplary embodiment.

Detailed Description

Example embodiments will now be described more fully with reference to the accompanying drawings. Example embodiments may, however, be embodied in many different forms and should not be construed as limited to the examples set forth herein; rather, these embodiments are provided so that this disclosure will be thorough and complete, and will fully convey the concept of example embodiments to those skilled in the art. The described features, structures, or characteristics may be combined in any suitable manner in one or more embodiments.

Furthermore, the drawings are merely schematic illustrations of the present disclosure and are not necessarily drawn to scale. The same reference numerals in the drawings denote the same or similar parts, and thus their repetitive description will be omitted. Some of the block diagrams shown in the figures are functional entities and do not necessarily correspond to physically or logically separate entities. These functional entities may be implemented in the form of software, or in one or more hardware modules or integrated circuits, or in different networks and/or processor devices and/or microcontroller devices.

Furthermore, the terms "first", "second" and "first" are used for descriptive purposes only and are not to be construed as indicating or implying relative importance or implicitly indicating the number of technical features indicated. Thus, a feature defined as "first" or "second" may explicitly or implicitly include one or more of that feature. In the description of the present disclosure, "a plurality" means at least two, e.g., two, three, etc., unless explicitly specifically limited otherwise.

In view of the above technical problems in the related art, embodiments of the present disclosure provide a message display method for solving at least one or all of the above technical problems.

Fig. 1 is a schematic structural diagram of a terminal device according to an exemplary embodiment. The terminal device 100 includes: the mobile communication device comprises a processor 110, an antenna 1, an antenna 2, a mobile communication module 120, a wireless communication module 130, a charging management module 140, a power management module 141, a battery 142, an audio module 150, a speaker 150A, a receiver 150B, a microphone 150C, an earphone interface 150D, keyboards 1-N160, a motor 161, an indicator 162, a camera 163, a display 164, a Subscriber Identity Module (SIM) card interface 165, an external memory interface 170, an internal memory 171, a Universal Serial Bus (USB) interface 180, a sensor module 190 and the like. The sensor module 190 may include a pressure sensor 190A, a gyroscope sensor 190B, an air pressure sensor 190C, a magnetic sensor 190D, an acceleration sensor 190E, a distance sensor 190F, a proximity light sensor 190G, a fingerprint sensor 190H, a temperature sensor 190I, a touch sensor 190J, an ambient light sensor 190K, a bone conduction sensor 190L, and the like.

It is to be understood that the illustrated structure of the embodiment of the present application does not constitute a specific limitation to the terminal device 100. In other embodiments of the present application, terminal device 100 may include more or fewer components than shown, or some components may be combined, some components may be split, or a different arrangement of components. For example, the terminal device 100 may be any type of vehicle-mounted electronic device, a mobile phone, a game console, a tablet Computer, an e-book reader, smart glasses, an MP4(moving picture Experts Group Audio Layer IV) player, a smart home device, an AR (Augmented Reality) device, a VR (Virtual Reality) device, and other mobile terminals, or the terminal 100 may be a Personal Computer (Personal Computer, PC), such as a laptop Computer, a desktop Computer, and other mobile terminals. The illustrated components may be implemented in hardware, software, or a combination of software and hardware.

Processor 110 may include one or more processing units, such as: the processor 110 may include an Application Processor (AP), a modem processor, a Graphics Processing Unit (GPU), an Image Signal Processor (ISP), a controller, a video codec, a Digital Signal Processor (DSP), a baseband processor, and/or a neural-Network Processing Unit (NPU), etc. The different processing units may be separate devices or may be integrated into one or more processors.

The controller can generate an operation control signal according to the instruction operation code and the timing signal to complete the control of instruction fetching and instruction execution.

A memory may also be provided in processor 110 for storing instructions and data. In some embodiments, the memory in the processor 110 is a cache memory. The memory may hold instructions or data that have just been used or recycled by the processor 110. If the processor 110 needs to reuse the instruction or data, it can be called directly from the memory. Avoiding repeated accesses reduces the latency of the processor 110, thereby increasing the efficiency of the system.

In some embodiments, processor 110 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 I2C interface is a bi-directional synchronous serial bus that includes a serial data line (SDA) and a Serial Clock Line (SCL). In some embodiments, processor 110 may include multiple sets of I2C buses. The processor 110 may be coupled to the touch sensor 190J, the charger, the flash, the camera 163, etc. through different I2C bus interfaces. For example: the processor 110 may be coupled to the touch sensor 190J through an I2C interface, such that the processor 110 and the touch sensor 190J communicate through an I2C bus interface to implement the touch function of the terminal device 100.

The I2S interface may be used for audio communication. In some embodiments, processor 110 may include multiple sets of I2S buses. Processor 110 may be coupled to audio module 150 via an I2S bus to enable communication between processor 110 and audio module 150. In some embodiments, the audio module 150 can transmit the audio signal to the wireless communication module 130 through the I2S interface, so as to receive the call through the bluetooth headset.

The PCM interface may also be used for audio communication, sampling, quantizing and encoding analog signals. In some embodiments, audio module 150 and wireless communication module 130 may be coupled by a PCM bus interface. In some embodiments, the audio module 150 may also transmit the audio signal to the wireless communication module 130 through the PCM interface, so as to implement the function of answering a call through the bluetooth headset. Both the I2S interface and the PCM interface may be used for audio communication.

The UART interface is a universal serial data bus used for asynchronous communications. The bus may be a bidirectional communication bus. It converts the data to be transmitted between serial communication and parallel communication. In some embodiments, a UART interface is generally used to connect the processor 110 with the wireless communication module 130. For example: the processor 110 communicates with the bluetooth module in the wireless communication module 130 through the UART interface to implement the bluetooth function. In some embodiments, the audio module 150 may transmit the audio signal to the wireless communication module 130 through the UART interface, so as to realize the function of playing music through the bluetooth headset.

A MIPI interface may be used to connect processor 110 with peripheral devices such as display 164, camera 163, and the like. The MIPI interface includes a Camera Serial Interface (CSI), a Display Serial Interface (DSI), and the like. In some embodiments, processor 110 and camera 163 communicate over a CSI interface, enabling the capture functionality of terminal device 100. The processor 110 and the display 164 communicate through the DSI interface to implement the display function of the terminal device 100.

It should be understood that the interface connection relationship between the modules illustrated in the embodiment of the present application is only an exemplary illustration, and does not constitute a limitation on the structure of the terminal device 100. In other embodiments of the present application, the terminal device 100 may also adopt different interface connection manners or a combination of multiple interface connection manners in the above embodiments.

The mobile communication module 120 may provide a solution including 2G/3G/4G/5G wireless communication applied on the terminal device 100. The mobile communication module 150 may include at least one filter, a switch, a power amplifier, a Low Noise Amplifier (LNA), and the like. The mobile communication module 120 may receive the electromagnetic wave from the antenna 1, filter, amplify, etc. the received electromagnetic wave, and transmit the filtered electromagnetic wave to the modem processor for demodulation. The mobile communication module 120 may 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 120 may be disposed in the processor 110. In some embodiments, at least some of the functional modules of the mobile communication module 120 may be disposed in the same device as at least some of the modules of the processor 110.

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 transferred to the application processor. The application processor outputs a sound signal through an audio device (not limited to the speaker 150A, the receiver 150B, etc.) or displays an image or video through the display 164. In some embodiments, the modem processor may be a stand-alone device. In other embodiments, the modem processor may be separate from the processor 110 and may be disposed in the same device as the mobile communication module 120 or other functional modules.

The wireless communication module 130 may provide a solution for wireless communication applied to the terminal device 100, 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 130 may be one or more devices integrating at least one communication processing module. The wireless communication module 130 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 110. The wireless communication module 130 may also receive a signal to be transmitted from the processor 110, 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, the antenna 1 of the terminal device 100 is coupled to the mobile communication module 130 and the antenna 2 is coupled to the wireless communication module 130, so that the terminal device 100 can communicate with the network and other devices through wireless communication technology. 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 terminal device 100 implements a display function by the GPU, the display 164, and the application processor, etc. The GPU is a microprocessor for image processing, coupled to the display 164 and the application processor. The GPU is used to perform mathematical and geometric calculations for graphics rendering. The processor 110 may include one or more GPUs that execute program instructions to generate or alter display information.

The display 164 is used to display images, video, and the like. The display 164 includes a display panel. The display panel may be a Liquid Crystal Display (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), or the like. In some embodiments, the terminal device 100 may include 1 to N displays 164, N being a positive integer greater than 1.

The terminal device 100 can implement a shooting function by the ISP, 1 to N cameras 163, video codec, GPU, display 194, application processor, and the like.

The ISP is used to process the data fed back by the camera 163. For example, when a photo is taken, the shutter is opened, light is transmitted to the camera photosensitive element through the lens, the optical signal is converted into an electrical signal, and the camera photosensitive element 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 the camera 163.

The digital signal processor is used for processing digital signals, and can process digital image signals and other digital signals. For example, when the terminal device 100 selects a frequency point, the digital signal processor is used to perform fourier transform or the like on the frequency point energy.

Video codecs are used to compress or decompress digital video. The terminal device 100 may support one or more video codecs. In this way, the terminal device 100 can play or record video in a plurality 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. The NPU can implement applications such as intelligent recognition of the terminal device 100, for example: image recognition, face recognition, speech recognition, text understanding, and the like.

The external memory interface 170 may be used to connect an external memory card, such as a Micro SD card, to extend the storage capability of the terminal device 100. The external memory card communicates with the processor 110 through the external memory interface 170 to implement a data storage function. For example, files such as music, video, etc. are saved in an external memory card.

The internal memory 171 may be used to store computer-executable program code, which includes instructions. The internal memory 171 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 (such as audio data, a phonebook, etc.) created during use of the terminal device 100, and the like. In addition, the internal memory 171 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. The processor 110 executes various functional applications of the terminal device 100 and data processing by executing instructions stored in the internal memory 171 and/or instructions stored in a memory provided in the processor.

The terminal device 100 may implement an audio function through the audio module 150, the speaker 150A, the receiver 150B, the microphone 150C, the earphone interface 150D, and the application processor. Such as music playing, recording, etc.

The audio module 150 is used to convert digital audio information into an analog audio signal output and also to convert an analog audio input into a digital audio signal. The audio module 150 may also be used to encode and decode audio signals. In some embodiments, the audio module 150 may be disposed in the processor 110, or some functional modules of the audio module 150 may be disposed in the processor 110.

Hereinafter, each step of the message display method in the present exemplary embodiment will be described in more detail with reference to the drawings and examples.

Fig. 2A is a flow chart illustrating a message display method according to an example embodiment. The method provided by the embodiment of the present disclosure may be executed by any electronic device with computing processing capability, such as the terminal device 100 in fig. 1. In the following description, a terminal is taken as an execution subject for illustration.

As shown in fig. 2A, a message display method 200 provided by one embodiment of the present disclosure includes the following steps:

in step S210, the pushed message is stored to a local cache.

In some embodiments of the present disclosure, the pushed message is a message pushed by the server according to the uniqueness of the terminal or the user, and specifically, may include using the identification ID of the user according to the terminal identification ID or in the case that one terminal corresponds to a plurality of users. For example, the server may push a message according to a mobile phone number. For example, the server may push a message according to an account of the target application APP on the terminal.

In some embodiments of the present disclosure, the pushed messages may be bulk messages pushed at the same time, i.e., the bulk messages have the same timestamp; or may be batch messages pushed at different times, i.e., batch messages with different timestamps.

In some embodiments of the present disclosure, the pushed message may be a data type in which video data, image data, text data, etc. to be displayed has been pushed to be output in a visible or readable form. For example, some short video news, real-time trending messages, advertisements, etc.

In some embodiments of the present disclosure, the terminal may be further configured to initialize the cache message and obtain the latest push message at regular time, so as to ensure real-time performance of data.

In step S220, attribute information of the terminal is acquired.

In some embodiments of the present disclosure, the attribute information may include, for example, user behavior data, which may be behavior data generated when the user views message content provided by the target application, including historical accumulated data and current feature data, the historical accumulated data being all usage information of the user since the user first logged into the target application, and the current feature data being user usage information collected over a current period of time.

In some embodiments of the present disclosure, the attribute information may further include feedback information obtained by the terminal from the server after uploading the user input parameter to the server. The feedback information may further include positive feedback information and negative feedback information. For example, in the user interaction with the popup event, the successful popup trigger is positive feedback information, and the direct closing of the popup is negative feedback information.

In step S230, a target message and a display time are determined from the pushed message in the local cache according to the attribute information.

In some embodiments of the present disclosure, the display message is determined from a timestamp of the target message. In some embodiments, the display time determined by the timestamp may be a point in time or a period of time. For example, a notification message of a type of important event is displayed at a time point, and the time point is expired, such as a real-time message notification for a specific time, for example, 11 points, and the message notification is expired 11 points; for another example, the display time of a type of hot spot message is set to be within a period of time from the pushing time of the server, for example, a sales promotion message of the current day issued by a merchant, the message can be displayed at any time in one day, and the message will fail after 24 o' clock of the current day.

In some embodiments of the present disclosure, the terminal analyzes the message type currently preferred by the user according to the attribute information, and then determines the target message and the display time according to the tag of the pushed message preliminarily screened by the server in the local cache. The tags of the messages are from a message type database, and comprise a political message database, an economic message database, a science and education message database, a military message database, an artistic message database, a sports message database and a life message database, wherein each message database stores keywords of corresponding types. In the technical scheme, the message type database comprises a plurality of message database sub-databases, each message database stores the corresponding type of key words, and the key words of the message are compared with the key words in each message database sub-database, so that the content label of the message is determined.

In step S240, the state information of the terminal is acquired according to the display time.

In some embodiments of the present disclosure, the state information of the terminal may be, for example, an application state of the terminal, where the application state information of the terminal refers to an application state of an APP application installed on the terminal.

In some embodiments, the state of the terminal may also include a power state of the terminal such as an active state, a standby state, and also a sleep state.

In some embodiments of the present disclosure, acquiring the state information of the terminal according to the display time may include acquiring the state information of the current terminal before displaying the target message, thereby making the message display more flexible. In some embodiments, the terminal status may also be queried periodically during the time that the display time is not expired in order to facilitate immediate display of the targeted message.

In step S250, the target message is displayed according to the state information.

In some embodiments of the present disclosure, whether to display the target message may be determined according to the collected status information, thereby avoiding invalid display and unnecessary waste of terminal resources. For example, when the terminal is in a working state, if the probability of the message being viewed is very small, the target message is not displayed; and when the terminal is in a standby state, executing displaying the target message.

By using the message display method, the terminal can accurately predict the user requirements and the display time by caching the pushed information and by means of data analysis of the attribute information and the state information of the user.

Furthermore, the personalized message is displayed at a proper time according to the state information of the user, so that the flexibility of the terminal for displaying the message is improved, and the offline display effect of the message can be realized. The message display frequency is improved through a flexible display mode, and the interactivity of the user is increased.

Fig. 2B is a diagram illustrating a method for displaying a message in which attribute information is obtained from two different interfaces according to an example embodiment.

As shown in fig. 2B, the step S220 of acquiring the attribute information may include acquiring historical accumulated feature information 220a and/or current feature information 220B. The historical accumulated feature information 220a may include usage information of the target object and an interval time for the target object to enable the target application. The current feature information 220b may include message presentation information, message play information, click operation information, enter/leave event information, and frame event feedback result feature information such as a positive or negative feedback event to the trigger service.

In some embodiments of the present disclosure, the target object may be a user accessing the target application.

In some embodiments of the present disclosure, the interval between the user's enabling of the target application refers to the device or user that previously used the target application and used the target application again after a period of time. For example, if the user or device has recorded no login for 7 days and 7 days or more, and there is a login for this day, the interval between the part of the user or device to enable the target application is 7 days and 7 days or more.

By collecting the multi-dimensional attribute information data, the classification precision of the method is improved, and meanwhile, the method is more universal.

In some embodiments of the present disclosure, taking the target application as the video APP as an example, the history accumulation feature includes, but is not limited to, the usage information of the video APP by the user. According to the accumulated data of the user, the user can further select which message display method is used, so that the displayed message is more personalized. For example, if the conclusion obtained according to the history accumulation features is that the user is a new user, the information of the user is not comprehensively mastered, and if the behavior information of the user is used as the basis of preference analysis, the result may be inaccurate, so that the initial configuration weight of basic information parameters of the user, such as age, gender, address and the like, can be increased to determine the preference of the user so as to select the target display message; if the conclusion drawn from the historical characteristics is an old user, the user's preferences may be determined to select a targeted display message based on more behavioral information of the user.

In some embodiments of the present disclosure, the preference of the user may also be determined according to the accumulated number of times of accessing the personal page and the accumulated number of times of praise of the user, so as to optimize the display mode of the message. The display mode may include a display style, a layout, and the like of the message.

In some embodiments of the present disclosure, the current feature information may be obtained through the message presentation information, the message playing time, and the click behavior of the user, which are respectively collected according to different page situations, as shown in 220c and 220 d. Specifically, 220c is a schematic diagram illustrating a single message play interface, according to an exemplary embodiment. 220d is a diagram illustrating a dual-row preview interface in accordance with an exemplary embodiment.

As shown in 220c and 220d, the exposure of the messages on the double-row preview interface is easier than the exposure of the messages on the single message playing interface, and a large error is caused by simply adding the message display times, the message playing time and the user clicking behavior of the two pages. Therefore, it is necessary to count the user behaviors of two or more pages respectively and then perform conversion, so that the obtained user attribute information is more accurate, and the accuracy of terminal data analysis is further improved to improve the accuracy of message display. For example, the message display rate in the double-row preview interface reaches 251 times in one day, which is equivalent to the message display rate in the single message playing interface reaching 137 times; for another example, the number of effective plays in a double-row preview interface reaching 44 in one day is equivalent to the number of effective plays in a single message play interface reaching 25, wherein the effective play is a play operation with a play duration reaching 12 minutes; also accessing 6 personal home pages in a dual-row preview interface, for example, is equivalent to accessing 2 single message play interfaces.

In some embodiments of the present disclosure, the attribute information may further include entry/exit event information, and further may predict an active time of the end user according to an entry/exit behavior time of the user, so as to predict a message display period, for example, a food class message is predicted to be displayed in a period from 11 pm to 12 pm.

In some embodiments of the present disclosure, the attribute information may further include a feedback result of the frame event collected from the server, where the feedback result may include positive feedback and negative feedback, for example, the popup is successfully a positive feedback triggered by the link; the pop-up window is directly closed as a negative feedback. By collecting the feedback result of the server, the terminal conducts persistence processing on the service data to conduct relevance analysis on the service and the feedback result, accuracy of user analysis can be improved, accordingly, the capability of the client side for processing message data is improved, displayed messages are more targeted, and user experience is improved.

In some embodiments of the present disclosure, it may also be configured to acquire attribute information of the user at regular time. Specifically, the attribute information of the user may be obtained again if the target message needs to be determined again. By acquiring the attribute information of the user at regular time, the current behavior and the demand of the user can be known immediately, and the corresponding message can be displayed, so that the accuracy of personalized display is improved, and the user experience is further improved.

It should be noted that, the personal information data referred in the embodiments of the present disclosure are all authorized by the user, and the acquisition, storage, processing, transmission, and the like of the personal information all meet the requirements of relevant laws and regulations.

Fig. 3 is a flowchart illustrating a method for determining a target message and a display time from a pushed message in a local cache according to attribute information in a message display method according to an exemplary embodiment. As shown in fig. 3, the method provided by the embodiment of the present disclosure may include the following steps:

step S310, a message display model is obtained.

In some embodiments of the disclosure, the terminal uploads the acquired attribute information and sample data to the server, and the server returns to the terminal after performing data training to generate a message display model so as to locally carry the message display model.

In some embodiments of the present disclosure, a message display algorithm carried in the message display model is not particularly limited, and those skilled in the art may refer to the description in the related art when implementing the technical solution of the present application; for example, in one implementation, the message display model may be a deep learning model trained based on a neural network in combination with a large number of personalized display samples.

Step S320, inputting the attribute information of the terminal and the pushed message in the local cache into the message display model to obtain a target message queue, wherein the target message queue is arranged according to the priority determined by the weight of the pushed message.

In some embodiments of the present disclosure, the attribute information collected by the terminal may include display information of various types of messages in a day, and specifically, includes display times of various types of messages in different page modes. The display times are input into a message display model, the message display model can select a message type with the message display times reaching 300 times from various messages, and the weight of the message type is adjusted to be the highest, so that the priority of each message is determined, and a display message queue is generated in sequence.

And step S330, determining the target message and the display time according to the priority based on the target message queue.

In some embodiments of the present disclosure, the one or more target messages may be determined to be displayed for the display time based on a priority of the target message queue. Wherein the display time may be determined based on the timestamp of the message, e.g. at a specific point in time or for a specific period of time.

For example, the server pushes real-time news occurring at 11 o ' clock nearby according to the address of the user, and also pushes a promotion message distributed by a merchant nearby at 11 o ' clock and 10 o ' clock to the user, and the terminal pulls the promotion message to the local cache at one time. Meanwhile, the attribute information collected by the terminal is input into the message display model, and the message display model selects the shopping type message with the message display frequency reaching 300 times from various messages, so that the label weight of the shopping type is increased, the promotion message is determined as the target message from the cache, and the display time is 11: 10.

By using the method, the generation efficiency of the display message queue is improved by calling and carrying the message display model, and the generation timeliness of the display message queue is also improved. A small amount of display information is selected through priority to avoid the problem of terminal resource waste caused by low user experience and low click rate due to too many messages displayed at a time.

Fig. 4 is a flowchart illustrating yet another message display method according to an example embodiment. As shown in fig. 4, the message display method S400 may specifically include the following steps:

step S410, pull the pushed message.

In some embodiments of the present disclosure, the terminal may be configured to pull the bulk pushed message from the server periodically. The advantage of actively pulling the message is that the terminal can set the pulling time according to the load condition, the controllability is strong, the terminal load is obviously reduced, the utilization efficiency of the terminal resource is obviously improved, and the efficient transmission of the message is realized. Further, the display message is actively pulled at regular time, and the message is updated instantly, so that the displayed message is more time-efficient, and the message display method is more efficient.

Step S420, determining whether the message for closing the message display function is received.

In some embodiments of the present disclosure, the message display function of the default terminal is turned on, and if the message for turning off the message display function is received, the terminal will end the display operation. The message display function is judged in advance to be started or not for carrying out different processing according to different conditions, so that the message display efficiency is improved, and the computing resources of the terminal are further saved. If the information for closing the message display function is not received, step S430 is executed to store the batch pushed messages in the cache.

In step S440, attribute information of the user is acquired.

Step S440 is similar to step S220 in fig. 2, and is not described herein again.

Step S450, according to the attribute information, determining the target message and the display time from the pushed message in the local cache.

Step S450 is similar to step S230 in fig. 3, and is not described herein again.

And step S460, acquiring the state information of the terminal according to the display time.

In some embodiments of the present disclosure, if the display time is a certain time point, the terminal acquires the state information at the display time. In other embodiments, if the display time is a certain period of time, the terminal may be configured to continuously monitor the terminal status to display the target message in the appropriate terminal status.

In some embodiments of the present disclosure, acquiring the state information of the terminal may include S460a, acquiring an application state of the terminal, where the application state information of the terminal refers to an application state of an APP application installed on the terminal, and the application state may include a busy state and an idle state, where the busy state refers to a state in which the APP application is visible on a desktop taskbar and is running, such as running game software; the idle state may also include states such as a background state and a suspended state of the APP application, where the background state refers to an operation state in which the APP application program can still slightly run related services after being closed, for example, some software may obtain a user message at the background and then notify the user in time; the suspended state is a state in which the APP application is not in a running state, but is not terminated and is temporarily frozen.

In some embodiments, acquiring the state information of the terminal may further include S460b, acquiring a power state of the terminal, where the power state may further include: an active state, a standby (sleep) state, etc. The working state refers to the full-function state of the terminal system, for example, when a user clicks a key or moves a mouse, corresponding feedback can be given immediately on a screen; the standby state (i.e., the sleep state) is a state in which the CPU stops executing instructions, and the power supply of all devices except the memory is turned off, so that the data in the memory is still maintained. For example, if the terminal is a mobile phone, the call state of the mobile phone is a working state; the screen locking state of the mobile phone is a standby state.

Step S470, detecting whether the state information of the terminal is a preset state. If yes, go to step S480 to display the target message. If not, step S490 is executed, and the target message is not displayed. Whether the terminal is in the preset state or not is detected, so that whether the target message is displayed or not is determined to improve the flexibility of message display, the intelligent degree of message display is higher, and the use experience of a user is improved.

In some embodiments of the present disclosure, the detecting of whether the state information of the terminal is in the preset state at step S470 may include detecting whether the application state information of the target application installed on the terminal is in an idle state at step S470 a. And when the target application is idle, the message is pushed, so that the problem of message conflict caused by repeated pushing when a terminal user uses the target application is prevented, the user experience is improved, and the message display efficiency is improved.

In some embodiments, the step S470 of detecting whether the state information of the terminal is in the preset state may further include a step S470b of detecting whether the power state of the terminal is in a standby (sleep) state. The message display during the standby (sleep) can reduce the problem that the terminal user is interrupted when processing normal affairs, thereby improving the message display efficiency on the premise of ensuring the user experience.

In some embodiments of the present disclosure, if the target message fails to be displayed at the display time, it indicates that the target message has lost timeliness, and therefore, the target message may be redetermined.

In some embodiments of the present disclosure, the interface displaying the targeted message may be the interface shown as 480 a. Included in the message display interface may be, but is not limited to, an application icon 4802a, an application name 4804a, a message body 4806a, a message display time 4808a, and a message provider 4810 a. In some embodiments, the content, style and form of the display interface of the message can be adjusted in a personalized manner according to the acquired attribute information, so that the user can read the message more conveniently, comprehensively and intuitively.

Fig. 5 is a flow diagram illustrating a push message when a screen is locked according to an example embodiment. Specifically, in some embodiments of the present disclosure, after the server recommends batch messages about the hot gym, the shopping area and the lunch list of the XX area with a timestamp of 12 points to the user according to the location of the user, and the terminal 510 periodically pulls the batch messages to be displayed for the user, the terminal caches the batch messages to be displayed as 520a, and generates a stored message queue expansion as shown in 520b, for example.

In some embodiments of the present disclosure, the terminal turns on the default message display function when it does not receive the information to turn off the display function, as shown at 530. Further, as shown at 540, the terminal records the current attribute information, e.g., the user's search at around 11 pm, as: the XX area food recommendation, XX area most popular restaurant are entered into the message display model 550, and at the same time, the pushed stored message queue 520b in the cache is entered into the message display model 550, and the message display model 550 adjusts the priority of each message according to the attribute information to generate a displayed message queue, as shown in 560 a-560 b. After determining the target message and the display time 12 points according to the message display queue, the terminal acquires the state information at 12 points as the screen locking state 570, the terminal determines that the current state is suitable for displaying the target message, and the terminal selects the message with the highest priority from the message display queue 550b for display.

Based on the above steps, the terminal 510 realizes that the lunch message content is flexibly displayed to the user based on the cached display message queue, so as to meet the reading requirement of the user at the current moment, and improve the experience of the user.

Fig. 6 is a network architecture diagram illustrating a message display method according to an example embodiment. As shown in fig. 6, the network architecture is composed of a terminal and a cloud. The terminal comprises a cache module 620 and a model and engine module 640; the cloud module includes an on-cloud pre-ordering module 610 and a model training module 630.

Specifically, in some embodiments of the present disclosure, the on-cloud pre-ordering module 610 is configured to perform targeted pre-ordering on the push message according to the user information stored in the cloud to generate a push message candidate set and corresponding message features, where the message features include, but are not limited to, the aforementioned tags corresponding to each message type, and then the cache module 620 of the terminal prefetches and asynchronously pulls the ordered candidate set and the type corresponding to each message from the cloud.

In some embodiments of the present disclosure, the model training module 630 is configured to train the message display model according to the user attribute information sample, and return the model to the model and engine module 640 of the terminal for embarkation.

The cloud pre-sequencing module and the model training module of the cloud can be distributed on one server, or on a plurality of servers, or a virtualization platform, or a cloud computing service center. The terminal is connected with the cloud end through a communication network. In some embodiments of the present disclosure, the communication network is a wired network or a wireless network. The wireless or wired networks described above use standard communication techniques and/or protocols. The Network is typically the Internet, but may be any Network including, but not limited to, a Local Area Network (LAN), a Metropolitan Area Network (MAN), a Wide Area Network (WAN), a mobile, wireline or wireless Network, a private Network, or any combination of virtual private networks. In some embodiments, data exchanged over a network is represented using techniques and/or formats including Hypertext Mark-up Language (HTML), Extensible markup Language (XML), and the like. All or some of the links may also be encrypted using conventional encryption techniques such as Secure Socket Layer (SSL), Transport Layer Security (TLS), Virtual Private Network (VPN), Internet protocol Security (IPsec). In other embodiments, custom and/or dedicated data communication techniques may also be used in place of, or in addition to, the data communication techniques described above.

Fig. 7 is a terminal-side interaction diagram illustrating a message display method according to an example embodiment. The terminal side comprises a user input module, a cache module, a model and an engine module. As shown in fig. 7, the message display method includes the steps of:

in step S710, the user input module inputs the first attribute information of the user to the model and engine module.

In some embodiments of the present disclosure, the user input module may collect the attribute information of the user at regular time according to a preset period, and the first attribute information may be the attribute information of the user collected in the current period. For example, if the period is 15 minutes, the first attribute information may be attribute information collected within 15 minutes. The attribute information may include various information in fig. 2B, which is not described herein again.

Step S712, the model and engine module locally constructs a message display model according to the first attribute information of the user and trains the message display model.

In some embodiments of the present disclosure, the message display model may be a deep learning model trained based on a neural network and a large number of personalized display samples, and the deep learning model may further give different weights to different types of labels according to attribute information of the user, where the different types and the different labels may include the content described in step S230 in fig. 2A, and details are not repeated here.

In step S714, the model and engine module loads the trained message display model.

In step S716, the message is pulled by the cache module, and the trigger model and engine module use the message display model for sorting.

Step S718, the model and engine module uses the message display model to score the messages in the cache module, and sorts the messages according to priority.

In some embodiments, after receiving the ordering instruction, the model and engine module analyzes a plurality of tags carried by each message, calculates a total score of each message according to weights of different tags, and determines a priority according to the total score.

Step S720, the model and engine module returns the sequencing result to the cache module to determine the first target message.

In some embodiments, the first targeted message is a personalized targeted message generated according to the first attribute information.

In step S722, the cache module detects that the terminal status cannot display the first target message.

In some embodiments of the present disclosure, the terminal detects the current terminal state after determining the target message. The terminal state may include an application state of a target application installed on the terminal, wherein the application state may include a busy state and an idle state. In some embodiments, if the application state of the target application on the terminal is a busy state, representing that the target application is being used, the terminal does not display the target message in order to avoid message collision. In some embodiments of the present disclosure, the current terminal state may also include a power state of the terminal, wherein the power state may include an operating state standby (sleep) state. In some embodiments, if the power state of the terminal is an active state, the terminal is configured to not display the target message.

In step S724, if the display time of the first target message is over, the first message is expired, and the cache module clears the cache.

In some embodiments of the present disclosure, the display time is timeliness information of the target message, wherein the display time may be one time point or one time period.

In step S726, the caching module re-pulls the message.

In some embodiments of the present disclosure, the caching module pulls the message pushed by the server from the server again.

In step S728, the cache module pulls the message and then triggers the model and engine module to perform rearrangement.

In step S730, the model and engine module requests the second attribute information from the user input module.

In some embodiments of the present disclosure, the second attribute information represents re-requested attribute information data.

In step S732, the user input module inputs the second attribute information to the model and engine module.

In step S734, the model and engine module rearranges according to the second attribute information to re-determine the second target message.

In step S736, the model and engine module returns the ordering result to the cache module to determine the second target message.

It can be seen that in this example, by immediately processing the target information that loses timeliness, the display of outdated messages to the user is avoided, and the reliability of the messages is improved. Meanwhile, the latest batch of messages for the user are pulled instantly, so that the freshness of message data is guaranteed, and the experience of the user is improved.

Fig. 8 is a block diagram illustrating a message display terminal according to an exemplary embodiment. As shown in fig. 8, a message display terminal 800 includes:

a client cache module 810 configured to store the pushed message to a local cache; a first client characteristic obtaining module 820 configured to obtain attribute information of the message display terminal; a message client intelligent computing module 830 configured to determine a target message and a display time from the pushed message in the local cache according to the attribute information of the message display terminal; a second client characteristic obtaining module 840 configured to obtain status information of the message display terminal according to the display time; and a client presentation module 850 configured to display the target message according to the status information.

In some embodiments of the present disclosure, the message client smart computing module 830 is further configured to obtain a message display model; inputting the attribute information of the message display terminal and the pushed message in the local cache into a message display model to obtain a target message queue, wherein the target message queue is arranged according to the priority determined by the weight of the pushed message; and determining the target message and the display time according to the priority based on the target message queue.

In some embodiments of the present disclosure, the client presentation module 850 is further configured to display the target message if the status information of the message display terminal is a preset status; and if the state information of the message display terminal is not in the preset state, not displaying the target message.

In some embodiments of the present disclosure, a target application is installed on a message display terminal, state information of the message display terminal includes an application state of the target application, and the application state includes an idle state; wherein, the preset state includes: and the message displays that the application state information of the target application program installed on the terminal is in an idle state.

In some embodiments of the present disclosure, the status information of the message display terminal includes a power state of the message display terminal, the power state further including a standby state; wherein, predetermine the state and still include: the power state of the message display terminal is a standby state.

In some embodiments of the present disclosure, the status information comprises at least one of: the application state of the message display terminal and the power state of the message display terminal are obtained, wherein the application state of the message display terminal comprises a busy state and an idle state; the power state of the message display terminal includes an operating state and a standby state.

In some embodiments of the present disclosure, the client-side caching module 810 is further configured to store the pushed message to the local cache if a shutdown notification of the message display function is not received.

With regard to the message display terminal in the above-described embodiment, the specific manner in which each unit performs operations has been described in detail in the embodiment related to the method, and will not be elaborated here.

As will be appreciated by one skilled in the art, aspects of the present invention may be embodied as a system, method or program product. Thus, various aspects of the invention may be embodied in the form of: an entirely hardware embodiment, an entirely software embodiment (including firmware, microcode, etc.) or an embodiment combining hardware and software aspects that may all generally be referred to herein as a "circuit," module "or" system.

An electronic device 900 according to this embodiment of the invention is described below with reference to fig. 9. The electronic device 900 shown in fig. 9 is only an example and should not bring any limitations to the function and scope of use of the embodiments of the present invention.

As shown in fig. 9, the electronic device 900 is embodied in the form of a general purpose computing device. Components of electronic device 900 may include, but are not limited to: the at least one processing unit 910, the at least one memory unit 920, and a bus 930 that couples various system components including the memory unit 920 and the processing unit 910.

Wherein the storage unit stores program code that is executable by the processing unit 910 to cause the processing unit 910 to perform steps according to various exemplary embodiments of the present invention described in the above section "exemplary methods" of the present specification. For example, the processing unit 910 may execute S210 shown in fig. 2A, store the pushed message to a local cache; s220, acquiring attribute information of the terminal; s230, determining a target message and display time from the pushed message in the local cache according to the attribute information; s240, acquiring state information of the terminal according to the display time; and S250, displaying the target message according to the state information.

The storage unit 920 may include a readable medium in the form of a volatile storage unit, such as a random access memory unit (RAM)9201 and/or a cache memory unit 9202, and may further include a read only memory unit (ROM) 9203.

Storage unit 920 may also include a program/utility 9204 having a set (at least one) of program modules 9205, such program modules 9205 including but not limited to: an operating system, one or more application programs, other program modules, and program data, each of which, or some combination thereof, may comprise an implementation of a network environment.

Bus 930 can be any of several types of bus structures including a memory unit bus or memory unit controller, a peripheral bus, an accelerated graphics port, a processing unit, or a local bus using any of a variety of bus architectures.

The electronic device 900 may also communicate with one or more external devices (e.g., keyboard, pointing device, bluetooth device, etc.), with one or more devices that enable a user to interact with the electronic device 900, and/or with any devices (e.g., router, modem, etc.) that enable the electronic device 900 to communicate with one or more other computing devices. Such communication may occur via input/output (I/O) interface 950. Also, the electronic device 900 may communicate with one or more networks (e.g., a Local Area Network (LAN), a Wide Area Network (WAN) and/or a public network, such as the Internet) via the network adapter 960. As shown, the network adapter 960 communicates with the other modules of the electronic device 900 via the bus 930. It should be appreciated that although not shown, other hardware and/or software modules may be used in conjunction with the electronic device 900, including but not limited to: microcode, device drivers, redundant processing units, external disk drive arrays, RAID systems, tape drives, and data backup storage systems, among others.

Through the above description of the embodiments, those skilled in the art will readily understand that the exemplary embodiments described herein may be implemented by software, or by software in combination with necessary hardware. Therefore, the technical solution according to the embodiments of the present disclosure may be embodied in the form of a software product, which may be stored in a non-volatile storage medium (which may be a CD-ROM, a usb disk, a removable hard disk, etc.) or on a network, and includes several instructions to enable a computing device (which may be a personal computer, a server, a terminal device, or a network device, etc.) to execute the method according to the embodiments of the present disclosure.

In an exemplary embodiment of the present disclosure, there is also provided a computer-readable storage medium having stored thereon a program product capable of implementing the above-described method of the present specification. In some possible embodiments, aspects of the invention may also be implemented in the form of a program product comprising program code means for causing a terminal device to carry out the steps according to various exemplary embodiments of the invention described in the above section "exemplary methods" of the present description, when said program product is run on the terminal device.

According to the program product for realizing the method, the portable compact disc read only memory (CD-ROM) can be adopted, the program code is included, and the program product can be operated on terminal equipment, such as a personal computer. However, the program product of the present invention is not limited in this regard and, in the present document, a readable storage medium may be any tangible medium that can contain, or store a program for use by or in connection with an instruction execution system, apparatus, or device.

The program product may employ any combination of one or more readable media. The readable medium may be a readable signal medium or a readable storage medium. A readable storage medium may be, for example, but not limited to, an electronic, magnetic, optical, electromagnetic, infrared, or semiconductor system, apparatus, or device, or any combination of the foregoing. More specific examples (a non-exhaustive list) of the readable storage medium include: an electrical connection having one or more wires, a portable disk, a hard disk, a Random Access Memory (RAM), a read-only memory (ROM), an erasable programmable read-only memory (EPROM or flash memory), an optical fiber, a portable compact disc read-only memory (CD-ROM), an optical storage device, a magnetic storage device, or any suitable combination of the foregoing.

A computer readable signal medium may include a propagated data signal with readable program code embodied therein, for example, in baseband or as part of a carrier wave. Such a propagated data signal may take many forms, including, but not limited to, electro-magnetic, optical, or any suitable combination thereof. A readable signal medium may also be any readable medium that is not a readable storage medium and that can communicate, propagate, or transport a program for use by or in connection with an instruction execution system, apparatus, or device.

Program code embodied on a readable medium may be transmitted using any appropriate medium, including but not limited to wireless, wireline, optical fiber cable, RF, etc., or any suitable combination of the foregoing.

Program code for carrying out operations for aspects of the present invention may be written in any combination of one or more programming languages, including an object oriented programming language such as Java, C + + or the like and conventional procedural programming languages, such as the "C" programming language or similar programming languages. The program code may execute entirely on the user's computing device, partly on the user's device, as a stand-alone software package, partly on the user's computing device and partly on a remote computing device, or entirely on the remote computing device or server. In the case of a remote computing device, the remote computing device may be connected to the user computing device through any kind of network, including a Local Area Network (LAN) or a Wide Area Network (WAN), or may be connected to an external computing device (e.g., through the internet using an internet service provider).

It should be noted that although in the above detailed description several modules or units of the device for action execution are mentioned, such a division is not mandatory. Indeed, the features and functionality of two or more modules or units described above may be embodied in one module or unit, according to embodiments of the present disclosure. Conversely, the features and functions of one module or unit described above may be further divided into embodiments by a plurality of modules or units.

Moreover, although the steps of the methods of the present disclosure are depicted in the drawings in a particular order, this does not require or imply that the steps must be performed in this particular order, or that all of the depicted steps must be performed, to achieve desirable results. Additionally or alternatively, certain steps may be omitted, multiple steps combined into one step execution, and/or one step broken down into multiple step executions, etc.

Through the above description of the embodiments, those skilled in the art will readily understand that the exemplary embodiments described herein may be implemented by software, or by software in combination with necessary hardware. Therefore, the technical solution according to the embodiments of the present disclosure may be embodied in the form of a software product, which may be stored in a non-volatile storage medium (which may be a CD-ROM, a usb disk, a removable hard disk, etc.) or on a network, and includes several instructions to enable a computing device (which may be a personal computer, a server, a mobile terminal, or a network device, etc.) to execute the method according to the embodiments of the present disclosure.

Other embodiments of the disclosure will be apparent to those skilled in the art from consideration of the specification and practice of the disclosure disclosed herein. This application is intended to cover any variations, uses, or adaptations of the disclosure following, in general, the principles of the disclosure and including such departures from the present disclosure as come within known or customary practice within the art to which the disclosure pertains. It is intended that the specification and examples be considered as exemplary only, with a true scope and spirit of the disclosure being indicated by the following claims.

It will be understood that the present disclosure is not limited to the precise arrangements described above and shown in the drawings and that various modifications and changes may be made without departing from the scope thereof. The scope of the present disclosure is limited only by the appended claims.

Claims

1. A message display method, characterized in that the method is performed by a terminal; the method comprises the following steps:

storing the pushed message to a local cache;

acquiring attribute information of the terminal;

determining a target message and display time from the pushed message in the local cache according to the attribute information;

acquiring state information of the terminal according to the display time; and

and displaying the target message according to the state information.

2. The message display method of claim 1, wherein determining a target message and a display time from the pushed message in the local cache based on the attribute information comprises:

acquiring a message display model; and

inputting the attribute information of the terminal and the pushed message in the local cache into the message display model to obtain a target message queue, wherein the target message queue is arranged according to the priority determined by the weight of the pushed message; and

and determining the target message and the display time according to the priority based on the target message queue.

3. The message display method according to claim 2, wherein displaying the target message according to the status information further comprises:

if the state information of the terminal is the preset state, displaying the target message; and

and if the state information of the terminal is not the preset state, not displaying the target message.

4. The message display method according to claim 3, wherein a target application is installed on the terminal, the state information of the terminal includes an application state of the target application, and the application state includes an idle state; wherein the preset state comprises:

and the application state information of the target application program installed on the terminal is the idle state.

5. The message display method according to claim 4, wherein the state information of the terminal includes a power state of the terminal, the power state further including a standby state; wherein the preset state further comprises:

and the power state of the terminal is the standby state.

6. The message display method according to any one of claims 1 to 5, wherein the attribute information includes at least one of:

the system comprises message playing information, clicking operation information and frame event feedback result characteristic information.

7. A message display terminal, comprising:

a client cache module configured to store the pushed message to a local cache;

a first client characteristic acquisition module configured to acquire attribute information of the message display terminal;

the message client intelligent computing module is configured to determine a target message and display time from the pushed message in the local cache according to the attribute information of the message display terminal;

the second client characteristic acquisition module is configured to acquire the state information of the message display terminal according to the display time; and

and the client display module is configured to display the target message according to the state information.

8. An electronic device, comprising:

a processor;

a memory for storing the processor-executable instructions;

wherein the processor is configured to execute the instructions to implement the message display method of any one of claims 1 to 6.

9. A computer-readable storage medium in which instructions, when executed by a processor of a message display terminal, enable the message display terminal to perform the message display method of any one of claims 1 to 6.

10. A computer program product comprising a computer program, characterized in that the computer program realizes the message display method of any one of claims 1 to 6 when executed by a processor.