WO2024067216A1 - 应用程序推荐方法和电子设备 - Google Patents

应用程序推荐方法和电子设备 Download PDF

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Publication number
WO2024067216A1
WO2024067216A1 PCT/CN2023/119453 CN2023119453W WO2024067216A1 WO 2024067216 A1 WO2024067216 A1 WO 2024067216A1 CN 2023119453 W CN2023119453 W CN 2023119453W WO 2024067216 A1 WO2024067216 A1 WO 2024067216A1
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WIPO (PCT)
Prior art keywords
application
category
tag
interface
label
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PCT/CN2023/119453
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English (en)
French (fr)
Inventor
吴振元
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华为技术有限公司
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Priority to EP23837927.5A priority Critical patent/EP4372579A4/en
Publication of WO2024067216A1 publication Critical patent/WO2024067216A1/zh

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Classifications

    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
    • G06F16/24—Querying
    • G06F16/245—Query processing
    • G06F16/2457—Query processing with adaptation to user needs
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/90—Details of database functions independent of the retrieved data types
    • G06F16/904—Browsing; Visualisation therefor
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/24—Classification techniques
    • G06F18/241—Classification techniques relating to the classification model, e.g. parametric or non-parametric approaches

Definitions

  • the present application relates to the field of terminal technology, and in particular to an application recommendation method and an electronic device.
  • the electronic device can display the related applications in a flat manner. After the user browses an application, the electronic device will return to the search start page, requiring the user to search for the related applications again.
  • the present application provides an application recommendation method and an electronic device, which can recommend applications in a clustered manner according to multiple tag categories, so that users can quickly search for applications of interest.
  • the present application provides an application recommendation method, which is applied to an electronic device.
  • the method comprises:
  • a second interface of the application market application is displayed, the second interface including a first label category, a second label category, first application information and second application information, the first application information including the name and icon of the first application, the second application information including the name and icon of the second application, the label category of the first application is the first label category, the label category of the second application is the second label category, and the first label category is different from the second label category.
  • the electronic device receives the search content entered in the first interface of the application market application. According to the association between the search content and the application and/or identification category, the first label category, the second label category, the name and icon of the first application corresponding to the first label category, and the name and icon of the second application corresponding to the second label category can be displayed.
  • the user can view the applications of multiple identification categories in a hierarchical manner, which is conducive to attracting users to continue to view or download applications, and also enables users to compare applications of multiple identification categories, which is beneficial for users to accurately distinguish and quickly select, improve the user retrieval experience of application recommendation, and increase the conversion rate of application recommendation.
  • it can accurately recommend applications related to the search content, which improves the relevance of application recommendations, reduces the chance of recommending applications that are not related to the search content, increases the query volume, click rate and download volume of recommended applications, and brings users a better recommendation experience.
  • the above-mentioned application market application can be replaced by an application market web version and/or an application market public account.
  • this application takes an application market application as an example.
  • the above association relationship can be understood as the first tag category and/or the second tag category being related to the search content, and/or the first application information and the second application information being related to the search content.
  • the method further includes:
  • the third interface of the application market application is displayed, and the third interface includes the details of the first application, the first label category, the second label category, the third application information and the second application information.
  • the third application information includes the name and icon of the third application, and the label category of the third application is the first label category.
  • the electronic device can The third interface displays the detailed content of the application, the first label category, the second label category, and the name and icon of one or more applications corresponding to each label category.
  • the third interface also includes fourth application information, the fourth application information includes the name and icon of the fourth application, and the label category of the fourth application is the first label category.
  • the third interface also includes fifth application information, the fifth application information includes the name and icon of the fifth application, and the label category of the fifth application is the second label category.
  • the parameters displayed in the third interface and the second interface may be the same or different.
  • the display methods of the aforementioned parameters may also be the same or different.
  • the display of the interface is enriched.
  • the method further includes:
  • the fourth interface of the application market application is displayed, and the fourth interface includes the details of the second application, the first label category, the second label category, the first application information and the sixth application information.
  • the sixth application information includes the name and icon of the sixth application.
  • the label category of the sixth application is the second label category.
  • the electronic device can display the detailed content of the application, the first tag category, the second tag category, and the name and icon of one or more applications corresponding to each tag category in the third interface.
  • the second operation is an operation on the second application information in the second interface and/or the third interface.
  • the second interface, the third interface and the fourth interface also include a third label category and seventh application information
  • the seventh application information includes the name and icon of the seventh application
  • the label category of the seventh application is the third label category.
  • the order of the first label category, the second label category and the third label category in the second interface is the first order, where the first label category is before the second label category, and the second label category is before the third label category;
  • the order of the first label category, the second label category and the third label category in the fourth interface is the second order, and the second order is that the second label category is before the first label category, and the first label category is before the third label category.
  • the first label category, the second label category and the third label category are all sorted in the second interface and the third interface in the first sort, where the first label category is before the second label category and the second label category is before the third label category.
  • the ranking of each tag category is related to the historical operational behavior of each tag category.
  • the method further includes:
  • a fifth interface of the application market application is displayed, the fifth interface includes a first application recommendation list, the first application recommendation list includes multiple applications, and the label category of each application is the first label category.
  • the electronic device can display multiple applications corresponding to the tag category in the fifth interface.
  • the fifth interface also includes a first label category and a second label category.
  • the first application information further includes a control of the first application; and the method further includes:
  • the first application is installed or updated in the electronic device.
  • a second interface of the application market application is displayed, including:
  • the first label category, the second label category, the first application information and the second application information are displayed in the second interface.
  • the electronic device can display multiple tag categories and the name and icon of the application of each tag category in the result page of the search content through interaction with the server.
  • the present application provides an application recommendation device, comprising: a module for executing the application recommendation method in the first aspect and any possible design of the first aspect.
  • the present application provides an electronic device comprising: a memory and a processor; the memory is used to store program instructions; the processor is used to call the program instructions in the memory so that the electronic device executes the application recommendation method in the first aspect and any possible design of the first aspect.
  • the present application provides a chip system, which is applied to an electronic device including a memory, a display screen and a sensor; the chip system includes: a processor; when the processor executes computer instructions stored in the memory, the electronic device executes the application recommendation method in the first aspect and any possible design of the first aspect.
  • the present application provides a computer-readable storage medium having a computer program stored thereon, and when the computer program is executed by a processor in an electronic device, the application recommendation method in the first aspect and any possible design of the first aspect is implemented.
  • the present application provides a computer program product, comprising: execution instructions, the execution instructions are stored in a readable storage medium, at least one processor of an electronic device can read the execution instructions from the readable storage medium, and at least one processor executes the execution instructions so that the electronic device implements the application recommendation method in the first aspect and any possible design of the first aspect.
  • FIG1 is a schematic diagram of the structure of an electronic device provided by an embodiment of the present application.
  • FIG2 is a software structure block diagram of an electronic device provided in an embodiment of the present application.
  • 3A-3I are schematic diagrams of a human-computer interaction interface provided by an embodiment of the present application.
  • FIG4 is a schematic diagram of the architecture of a communication system provided by an embodiment of the present application.
  • FIG5 is a signaling interaction diagram of an application recommendation method provided by an embodiment of the present application.
  • FIG6 is a flow chart of an application recommendation method provided in the present application.
  • At least one means one or more
  • plural means two or more.
  • “And/or” describes the association relationship of associated objects, indicating that three relationships may exist. For example, A and/or B can represent: A exists alone, A and B exist at the same time, and B exists alone, where A and B can be singular or plural. The character “/” generally indicates that the associated objects before and after are in an “or” relationship. "At least one of the following” or its similar expressions refers to any combination of these items, including any combination of single items or plural items.
  • a, b, or c alone can represent: a, b, c, a and b, a and c, b and c, or a, b, and c, where a, b, c can be single or multiple.
  • first and second are used for descriptive purposes only and cannot be understood as indicating or implying relative importance.
  • the directions or positional relationships indicated by terms such as “center”, “longitudinal”, “lateral”, “up”, “down”, “left”, “right”, “front”, and “back” are based on the directions or positional relationships shown in the accompanying drawings and are only for the convenience of describing the present application and simplifying the description. They do not indicate or imply that the device or element referred to must have a specific direction, be constructed and operated in a specific direction, and therefore should not be understood as a limitation on the present application.
  • the present application provides an application recommendation method, an electronic device, a chip system, a computer-readable storage medium, and a computer program product, which can use the category-label clustering rule to cluster multiple applications according to the label of each application, that is, cluster multiple applications in the same category into applications of different label categories.
  • Any category can include multiple label categories.
  • Each application can include one or more label categories.
  • applications can be recommended in a clustered manner according to multiple tag categories, guiding users to conduct a layered search, shortening the user's application search path, and allowing users to quickly search for applications they want to download and install.
  • the electronic device can recommend multiple tag categories of applications associated with the search content in the result page.
  • the multiple tag categories are different tag categories in the same category, or the multiple tag categories are different tag categories in different categories.
  • multiple tag categories of applications in a certain category can be displayed in a stacked manner, enabling users to search for applications in a refined manner, which is conducive to guiding users to compare applications of different tag categories, and also guiding users to download and install applications of multiple tag categories.
  • the electronic device can display the details of the application in the detail page and continue to recommend applications of multiple tag categories associated with the search content in the detail page.
  • the details of an application multiple tagged applications in a certain category can continue to be displayed in a cascading manner, which is conducive to the user's continued refined search for applications without the need to return to the search page and search again by modifying the search content.
  • the electronic device can recommend multiple applications of the tag category in the expanded page.
  • multiple applications of any tag category in a certain category can be displayed in a flat manner, which facilitates the user to quickly find the application that he wants to download and install.
  • the electronic device when the electronic device recommends an application of any tag category in the expanded page, it can also provide an entrance to applications of other tag categories, making it convenient for the user to switch to applications of other tag categories that he wants to view.
  • tag categories and the aforementioned multiple tag categories may belong to the same category or different categories, and this application does not limit this.
  • the electronic devices can be mobile phones, tablet computers, laptops, wearable devices, vehicle-mounted devices, augmented reality (AR)/virtual reality (VR) devices, ultra-mobile personal computers (UMPC), netbooks, personal digital assistants (PDA), smart TVs, smart screens, high-definition TVs, 4K TVs, smart speakers, smart projectors and other devices.
  • AR augmented reality
  • VR virtual reality
  • UMPC ultra-mobile personal computers
  • PDA personal digital assistants
  • smart TVs smart screens
  • high-definition TVs 4K TVs
  • 4K TVs smart speakers
  • smart projectors smart projectors
  • the following takes a mobile phone as an example of an electronic device, and introduces the electronic device involved in the present application in conjunction with FIG1 .
  • the electronic device 100 may include a processor 110, an external memory interface 120, an internal memory 121, a universal serial bus (USB) interface 130, a charging management module 140, a power management module 141, a battery 142, an antenna 1, an antenna 2, a mobile communication module 150, a wireless communication module 160, an audio module 170, a speaker 170A, a receiver 170B, a microphone 170C, an earphone interface 170D, a sensor module 180, a button 190, a motor 191, an indicator 192, a camera 193, a display screen 194, and a subscriber identification module (SIM) card interface 195, etc.
  • SIM subscriber identification module
  • the sensor module 180 may include a pressure sensor 180A, a gyroscope sensor 180B, an air pressure sensor 180C, a magnetic sensor 180D, an acceleration sensor 180E, a distance sensor 180F, a proximity light sensor 180G, a fingerprint sensor 180H, a temperature sensor 180J, a touch sensor 180K, an ambient light sensor 180L, a bone conduction sensor 180M, etc.
  • the structure illustrated in the present application does not constitute a specific limitation on the electronic device 100.
  • the electronic device 100 may include more or fewer components than shown in the figure, or combine some components, or separate some components, or arrange the components differently.
  • the components shown in the figure may be implemented in hardware, software, or a combination of software and hardware.
  • the processor 110 may include one or more processing units, for example, the processor 110 may include an application processor (AP), a modem processor, a graphics processor (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), etc.
  • AP application processor
  • GPU graphics processor
  • ISP image signal processor
  • controller a memory
  • video codec a digital signal processor
  • DSP digital signal processor
  • NPU neural-network processing unit
  • Different processing units may be independent devices or integrated in one or more processors.
  • the controller may be the nerve center and command center of the electronic device 100.
  • the controller may generate an operation control signal according to the instruction operation code and the timing signal to complete the control of fetching and executing instructions.
  • the processor 110 may also be provided with a memory for storing instructions and data.
  • the memory in the processor 110 is a cache memory.
  • the memory may store instructions or data that the processor 110 has just used or cyclically used. If the processor 110 needs to use the instruction or data again, it may be directly called from the memory. This avoids repeated access, reduces the waiting time of the processor 110, and thus improves the efficiency of the system.
  • the processor 110 may include one or more interfaces.
  • the interface may include an inter-integrated circuit (I2C) interface, an inter-integrated circuit sound (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.
  • I2C inter-integrated circuit
  • I2S inter-integrated circuit sound
  • PCM pulse code modulation
  • UART universal asynchronous receiver/transmitter
  • MIPI mobile industry processor interface
  • GPIO general-purpose input/output
  • SIM subscriber identity module
  • USB universal serial bus
  • the I2C interface is a bidirectional synchronous serial bus that includes a serial data line (SDA) and a serial clock line (SCL).
  • the processor 110 may include multiple I2C buses.
  • the processor 110 can be coupled to the touch sensor 180K, the charger, the flash, the camera 193, etc. through different I2C bus interfaces.
  • the processor 110 can be coupled to the touch sensor 180K through the I2C interface, so that the processor 110 and the touch sensor 180K communicate through the I2C bus interface to realize the touch function of the electronic device 100.
  • the I2S interface can be used for audio communication.
  • the processor 110 can include multiple I2S buses.
  • the processor 110 can be coupled to the audio module 170 via the I2S bus to achieve communication between the processor 110 and the audio module 170.
  • the audio module 170 can transmit an audio signal to the wireless communication module 160 via the I2S interface to achieve the function of answering a call through a Bluetooth headset.
  • the PCM interface can also be used for audio communication, sampling, quantizing and encoding analog signals.
  • the audio module 170 and the wireless communication module 160 can be coupled via a PCM bus interface.
  • the audio module 170 can also transmit audio signals to the wireless communication module 160 via the PCM interface to realize the function of answering calls via a Bluetooth headset. Both the I2S interface and the PCM interface can be used for audio communication.
  • the UART interface is a universal serial data bus for asynchronous communication.
  • the bus can be a bidirectional communication bus. It converts the data to be transmitted between serial communication and parallel communication.
  • the UART interface is generally used to connect the processor 110 and the wireless communication module 160.
  • the processor 110 communicates with the Bluetooth module in the wireless communication module 160 through the UART interface to implement the Bluetooth function.
  • the audio module 170 can transmit an audio signal to the wireless communication module 160 through the UART interface to implement the function of playing music through a Bluetooth headset.
  • the MIPI interface can be used to connect the processor 110 with peripheral devices such as the display screen 194 and the camera 193.
  • the MIPI interface includes a camera serial interface (CSI), a display serial interface (DSI), etc.
  • the processor 110 and the camera 193 communicate via the CSI interface to implement the shooting function of the electronic device 100.
  • the processor 110 and the display screen 194 communicate via the DSI interface to implement the display function of the electronic device 100.
  • the GPIO interface can be configured by software.
  • the GPIO interface can be configured as a control signal or as a data signal.
  • the GPIO interface can be used to connect the processor 110 with the camera 193, the display 194, the wireless communication module 160, the audio module 170, the sensor module 180, etc.
  • the GPIO interface can also be configured as an I2C interface, an I2S interface, a UART interface, a MIPI interface, etc.
  • the USB interface 130 is an interface that complies with the USB standard specification, and specifically can be a Mini USB interface, a Micro USB interface, a USB Type C interface, etc.
  • the USB interface 130 can be used to connect a charger to charge the electronic device 100, and can also be used to transmit data between the electronic device 100 and a peripheral device. It can also be used to connect headphones to play audio through the headphones.
  • the interface can also be used to connect other electronic devices, such as AR devices, etc.
  • the interface connection relationship between the modules illustrated in the present application is only a schematic illustration and does not constitute a structural limitation on the electronic device 100.
  • the electronic device 100 may also adopt different interface connection methods in the above embodiments, or a combination of multiple interface connection methods.
  • the charging management module 140 is used to receive charging input from a charger.
  • the charger may be a wireless charger or a wired charger.
  • the charging management module 140 may receive charging input from a wired charger through the USB interface 130.
  • the charging management module 140 may receive wireless charging input through a wireless charging coil of the electronic device 100. While the charging management module 140 is charging the battery 142, it may also power the electronic device through the power management module 141.
  • the power management module 141 is used to connect the battery 142, the charging management module 140 and the processor 110.
  • the power management module 141 receives input from the battery 142 and/or the charging management module 140, and supplies power to the processor 110, the internal memory 121, the external memory, the display screen 194, the camera 193, and the wireless communication module 160.
  • the power management module 141 can also be used to monitor parameters such as battery capacity, battery cycle number, battery health status (leakage, impedance), etc.
  • the power management module 141 can also be set in the processor 110.
  • the power management module 141 and the charging management module 140 can also be set in the same device.
  • the wireless communication function of the electronic device 100 can be implemented through the antenna 1, the antenna 2, the mobile communication module 150, the wireless communication module 160, the modem processor and the baseband processor.
  • Antenna 1 and antenna 2 are used to transmit and receive electromagnetic wave signals.
  • Each antenna in electronic device 100 can be used to cover a single or multiple communication frequency bands. Different antennas can also be reused to improve the utilization of antennas.
  • antenna 1 can be reused as a diversity antenna for a wireless local area network.
  • the antenna can be used in combination with a tuning switch.
  • the mobile communication module 150 can provide solutions for wireless communications including 2G/3G/4G/5G, etc., applied to the electronic device 100.
  • the mobile communication module 150 may include at least one filter, a switch, a power amplifier, a low noise amplifier (LNA), etc.
  • the mobile communication module 150 may receive electromagnetic waves from the antenna 1, and perform filtering, amplification, and other processing on the received electromagnetic waves, and transmit them to the modulation and demodulation processor for demodulation.
  • the mobile communication module 150 may also amplify the signal modulated by the modulation and demodulation processor, and convert it into electromagnetic waves for radiation through the antenna 1.
  • at least some of the functional modules of the mobile communication module 150 may be arranged in the processor 110.
  • at least some of the functional modules of the mobile communication module 150 may be arranged 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 to modulate the low-frequency baseband signal to be sent into a medium-high frequency signal.
  • the demodulator is used to demodulate the received electromagnetic wave signal into a low-frequency baseband signal.
  • the demodulator then transmits the demodulated low-frequency baseband signal to the baseband processor for processing.
  • the application processor outputs a sound signal through an audio device (not limited to a speaker 170A, a receiver 170B, etc.), or displays an image or video through a display screen 194.
  • the modem processor may be an independent device.
  • the modem processor may be independent of the processor 110 and be set in the same device as the mobile communication module 150 or other functional modules.
  • the wireless communication module 160 can provide wireless communication solutions including wireless local area networks (WLAN) (such as wireless fidelity (Wi-Fi) network), bluetooth (BT), global navigation satellite system (GNSS), frequency modulation (FM), near field communication (NFC), infrared (IR) and the like applied to the electronic device 100.
  • WLAN wireless local area networks
  • BT wireless fidelity
  • GNSS global navigation satellite system
  • FM frequency modulation
  • NFC near field communication
  • IR infrared
  • the wireless communication module 160 can be one or more devices integrating at least one communication processing module.
  • the wireless communication module 160 receives electromagnetic waves via the antenna 2, modulates the frequency of the electromagnetic wave signal and performs filtering processing, and sends the processed signal to the processor 110.
  • the wireless communication module 160 can also receive the signal to be sent from the processor 110, modulate the frequency of the signal, amplify the signal, and convert it into electromagnetic waves for radiation through the antenna 2.
  • the antenna 1 of the electronic device 100 is coupled to the mobile communication module 150, and the antenna 2 is coupled to the wireless communication module 160, so that the electronic 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 (CDMA), wideband code division multiple access (WCDMA), time-division code division multiple access (TD-SCDMA), long term evolution (LTE), BT, GNSS, WLAN, NFC, FM, and/or IR technology.
  • 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).
  • GPS global positioning system
  • GLONASS global navigation satellite system
  • BDS Beidou navigation satellite system
  • QZSS quasi-zenith satellite system
  • SBAS satellite based augmentation system
  • the electronic device 100 implements the display function through a GPU, a display screen 194, and an application processor.
  • the GPU is a microprocessor for image processing, which connects the display screen 194 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 change display information.
  • the display screen 194 is used to display images, videos, etc.
  • the display screen 194 includes a display panel.
  • the display panel can be a liquid crystal display (LCD), an organic light-emitting diode (OLED), an active-matrix organic light-emitting diode or an active-matrix organic light-emitting diode (AMOLED), a flexible light-emitting diode (FLED), Miniled, MicroLed, Micro-oLed, quantum dot light-emitting diodes (QLED), etc.
  • the electronic device 100 may include 1 or N display screens 194, where N is a positive integer greater than 1.
  • the electronic device 100 can realize the shooting function through ISP, camera 193, video codec, GPU, display screen 194 and application processor.
  • the ISP is used to process the data fed back by the camera 193. For example, when taking a photo, the shutter is opened, and the light is transmitted to the camera photosensitive element through the lens. The light signal is converted into an electrical signal, and the camera photosensitive element transmits the electrical signal to the ISP for processing and converts it into an image visible to the naked eye.
  • the ISP can also perform algorithm optimization on the noise, brightness, and skin color of the image. The ISP can also optimize the exposure, color temperature and other parameters of the shooting scene. In some embodiments, the ISP can be set in the camera 193.
  • the camera 193 is used to capture still images or videos.
  • the object generates an optical image through the lens and projects it onto the photosensitive element.
  • the photosensitive element can be a charge coupled device (CCD) or a complementary metal oxide semiconductor (CMOS) phototransistor.
  • CMOS complementary metal oxide semiconductor
  • the photosensitive element converts the optical signal into an electrical signal, and then passes the electrical signal to the ISP to be converted into a digital image signal.
  • the ISP outputs the digital image signal to the DSP for processing.
  • the DSP converts the digital image signal into an image signal in a standard RGB, YUV or other format.
  • the electronic device 100 may include 1 or N cameras 193, where N is a positive integer greater than 1.
  • the digital signal processor is used to process digital signals, and can process not only digital image signals but also other digital signals. For example, when the electronic device 100 is selecting a frequency point, the digital signal processor is used to perform Fourier transform on the frequency point energy.
  • Video codecs are used to compress or decompress digital videos.
  • the electronic device 100 may support one or more video codecs. In this way, the electronic device 100 may play or record videos in a variety of coding formats, such as Moving Picture Experts Group (MPEG) 1, MPEG2, MPEG3, MPEG4, etc.
  • MPEG Moving Picture Experts Group
  • MPEG2 MPEG2, MPEG3, MPEG4, etc.
  • NPU is a neural network (NN) computing processor.
  • NN neural network
  • applications such as intelligent cognition of electronic device 100 can be realized, such as image recognition, face recognition, voice recognition, text understanding, etc.
  • the external memory interface 120 can be used to connect an external memory card, such as a Micro SD card, to expand the storage capacity of the electronic device 100.
  • the external memory card communicates with the processor 110 through the external memory interface 120 to implement a data storage function. For example, files such as music and videos can be stored in the external memory card.
  • the internal memory 121 can be used to store computer executable program codes, which include instructions.
  • the processor 110 executes various functional applications and data processing of the electronic device 100 by running the instructions stored in the internal memory 121.
  • the internal memory 121 may include a program storage area and a data storage area.
  • the program storage area may store an operating system, an application required for at least one function (such as a sound playback function, an image playback function, etc.), etc.
  • the data storage area may store data created during the use of the electronic device 100 (such as audio data, a phone book, etc.), etc.
  • the internal memory 121 may include a high-speed random access memory, and may also include a non-volatile memory, such as at least one disk storage device, a flash memory device, a universal flash storage (UFS), etc.
  • UFS universal flash storage
  • the electronic device 100 can implement audio functions such as music playing and recording through the audio module 170, the speaker 170A, the receiver 170B, the microphone 170C, the headphone jack 170D, and the application processor.
  • the audio module 170 is used to convert digital audio information into analog audio signal output, and is also used to convert analog audio input into digital audio signals.
  • the audio module 170 can also be used to encode and decode audio signals.
  • the audio module 170 can be arranged in the processor 110, or some functional modules of the audio module 170 can be arranged in the processor 110.
  • the speaker 170A also called a "speaker" is used to convert an audio electrical signal into a sound signal.
  • the electronic device 100 can listen to music or listen to a hands-free call through the speaker 170A.
  • the receiver 170B also called a "earpiece" is used to convert audio electrical signals into sound signals.
  • the voice can be received by placing the receiver 170B close to the human ear.
  • Microphone 170C also called “microphone” or “microphone” is used to convert sound signals into electrical signals. When making a call or sending a voice message, the user can speak by putting their mouth close to microphone 170C to input the sound signal into microphone 170C.
  • the electronic device 100 can be provided with at least one microphone 170C. In other embodiments, the electronic device 100 can be provided with two microphones 170C, which can not only collect sound signals but also realize noise reduction function. In other embodiments, the electronic device 100 can also be provided with three, four or more microphones 170C to collect sound signals, reduce noise, identify the sound source, realize directional recording function, etc.
  • the earphone interface 170D is used to connect a wired earphone.
  • the earphone interface 170D may be the USB interface 130, or may be a 3.5 mm open mobile terminal platform (OMTP) standard interface or a cellular telecommunications industry association of the USA (CTIA) standard interface.
  • OMTP open mobile terminal platform
  • CTIA cellular telecommunications industry association of the USA
  • the pressure sensor 180A is used to sense pressure signals and can convert pressure signals into electrical signals.
  • the pressure sensor 180A can be set on the display screen 194.
  • pressure sensors 180A such as resistive pressure sensors, inductive pressure sensors, capacitive pressure sensors, etc.
  • a capacitive pressure sensor can be a device including at least two parallel plates with conductive materials. When a force acts on the pressure sensor 180A, the capacitance between the electrodes changes. The electronic device 100 determines the intensity of the pressure based on the change in capacitance. When a touch operation is applied to the display screen 194, the electronic device 100 detects the intensity of the touch operation based on the pressure sensor 180A.
  • the electronic device 100 can also calculate the position of the touch based on the detection signal of the pressure sensor 180A.
  • the pressure sensor 180A can be used to sense pressure signals and convert them into electrical signals.
  • touch operations acting on the same touch position but with different touch operation strengths may correspond to different operation instructions. For example, when a touch operation with a touch operation strength less than the first pressure threshold acts on the short message application icon, an instruction to view the short message is executed. When a touch operation with a touch operation strength greater than or equal to the first pressure threshold acts on the short message application icon, an instruction to create a new short message is executed.
  • the gyro sensor 180B can be used to determine the motion posture of the electronic device 100.
  • the angular velocity of the electronic device 100 around three axes i.e., x, y, and z axes
  • the gyro sensor 180B can be used for anti-shake shooting. For example, when the shutter is pressed, the gyro sensor 180B detects the angle of the electronic device 100 shaking, calculates the distance that the lens module needs to compensate based on the angle, and allows the lens to offset the shaking of the electronic device 100 through reverse movement to achieve anti-shake.
  • the gyro sensor 180B can also be used for navigation and somatosensory game scenes.
  • the air pressure sensor 180C is used to measure air pressure.
  • the electronic device 100 calculates the altitude through the air pressure value measured by the air pressure sensor 180C to assist positioning and navigation.
  • the magnetic sensor 180D includes a Hall sensor.
  • the electronic device 100 can use the magnetic sensor 180D to detect the opening and closing of the flip leather case.
  • the electronic device 100 when the electronic device 100 is a flip phone, the electronic device 100 can detect the opening and closing of the flip cover according to the magnetic sensor 180D. Then, according to the detected opening and closing state of the leather case or the opening and closing state of the flip cover, the flip cover can be automatically unlocked.
  • the acceleration sensor 180E can detect the magnitude of the acceleration of the electronic device 100 in all directions (generally three axes). When the electronic device 100 is stationary, the magnitude and direction of gravity can be detected. It can also be used to identify the posture of the electronic device and is applied to applications such as horizontal and vertical screen switching and pedometers.
  • the distance sensor 180F is used to measure the distance.
  • the electronic device 100 can measure the distance by infrared or laser. In some embodiments, when shooting a scene, the electronic device 100 can use the distance sensor 180F to measure the distance to achieve fast focusing.
  • the proximity light sensor 180G may include, for example, a light emitting diode (LED) and a light detector, such as a photodiode.
  • the light emitting diode may be an infrared light emitting diode.
  • the electronic device 100 emits infrared light outward through the light emitting diode.
  • the electronic device 100 uses a photodiode to detect infrared reflected light from nearby objects. When sufficient reflected light is detected, it can be determined that there is an object near the electronic device 100. When insufficient reflected light is detected, the electronic device 100 can determine that there is no object near the electronic device 100.
  • the electronic device 100 can use the proximity light sensor 180G to detect that the user holds the electronic device 100 close to the ear to talk, so as to automatically turn off the screen to save power.
  • the proximity light sensor 180G can also be used in leather case mode and pocket mode to automatically unlock and lock the screen.
  • the ambient light sensor 180L is used to sense the brightness of the ambient light.
  • the electronic device 100 can adaptively adjust the brightness of the display screen 194 according to the perceived ambient light brightness.
  • the ambient light sensor 180L can also be used to automatically adjust the white balance when taking pictures.
  • the ambient light sensor 180L can also cooperate with the proximity light sensor 180G to detect whether the electronic device 100 is in a pocket to prevent accidental touches.
  • the fingerprint sensor 180H is used to collect fingerprints.
  • the electronic device 100 can use the collected fingerprint characteristics to implement fingerprint unlocking, access application locks, fingerprint photography, fingerprint call answering, etc.
  • the temperature sensor 180J is used to detect temperature.
  • the electronic device 100 uses the temperature detected by the temperature sensor 180J to execute a temperature processing strategy. For example, when the temperature reported by the temperature sensor 180J exceeds a threshold, the electronic device 100 reduces the performance of a processor located near the temperature sensor 180J to reduce power consumption and implement thermal protection. In other embodiments, when the temperature is lower than another threshold, the electronic device 100 heats the battery 142 to avoid abnormal shutdown of the electronic device 100 due to low temperature. In other embodiments, when the temperature is lower than another threshold, the electronic device 100 boosts the output voltage of the battery 142 to avoid abnormal shutdown caused by low temperature.
  • the touch sensor 180K is also called a "touch panel”.
  • the touch sensor 180K can be set on the display screen 194, and the touch sensor 180K and the display screen 194 form a touch screen, also called a "touch screen”.
  • the touch sensor 180K is used to detect touch operations acting on or near it.
  • the touch sensor can pass the detected touch operation to the application processor to determine the type of touch event.
  • Visual output related to the touch operation can be provided through the display screen 194.
  • the touch sensor 180K can also be set on the surface of the electronic device 100, which is different from the position of the display screen 194.
  • the bone conduction sensor 180M can obtain a vibration signal. In some embodiments, the bone conduction sensor 180M can obtain a vibration signal of a vibrating bone block of the vocal part of the human body. The bone conduction sensor 180M can also contact the human pulse to receive a blood pressure beat signal. In some embodiments, the bone conduction sensor 180M can also be set in an earphone and combined into a bone conduction earphone.
  • the audio module 170 can parse out a voice signal based on the vibration signal of the vibrating bone block of the vocal part obtained by the bone conduction sensor 180M to realize a voice function.
  • the application processor can parse the heart rate information based on the blood pressure beat signal obtained by the bone conduction sensor 180M to realize a heart rate detection function.
  • the key 190 includes a power key, a volume key, etc.
  • the key 190 may be a mechanical key or a touch key.
  • the electronic device 100 may receive key input and generate key signal input related to user settings and function control of the electronic device 100.
  • Motor 191 can generate vibration prompts.
  • Motor 191 can be used for incoming call vibration prompts, and can also be used for touch vibration feedback.
  • touch operations acting on different applications can correspond to different vibration feedback effects.
  • touch operations acting on different areas of the display screen 194 can also correspond to different vibration feedback effects.
  • Different application scenarios for example: time reminders, receiving messages, alarm clocks, games, etc.
  • the touch vibration feedback effect can also support customization.
  • the indicator 192 may be an indicator light, which may be used to indicate the charging status, power changes, messages, missed calls, notifications, etc.
  • the SIM card interface 195 is used to connect a SIM card.
  • the SIM card can be connected to and separated from the electronic device 100 by inserting it into the SIM card interface 195 or pulling it out from the SIM card interface 195.
  • the electronic device 100 can support 1 or N SIM card interfaces, where N is a positive integer greater than 1.
  • the SIM card interface 195 can support Nano SIM cards, Micro SIM cards, SIM cards, and the like. Multiple cards can be inserted into the same SIM card interface 195 at the same time. The types of the multiple cards can be the same or different.
  • the SIM card interface 195 can also be compatible with different types of SIM cards.
  • the SIM card interface 195 can also be compatible with external memory cards.
  • the electronic device 100 interacts with the network through the SIM card to implement functions such as calls and data communications.
  • the electronic device 100 uses an eSIM, i.e., an embedded SIM card.
  • the eSIM card can be embedded in the electronic device 100 and cannot be separated from the electronic device 100.
  • the software system of the electronic device 100 can adopt a layered architecture, an event-driven architecture, a micro-core architecture, a micro-service architecture, or a cloud architecture.
  • This application takes the Android system with a layered architecture as an example to illustrate the software structure of the electronic device 100. Among them, this application does not limit the type of operating system of the electronic device. For example, Android system, Linux system, Windows system, iOS system, Harmony operating system (Harmony OS), etc.
  • FIG 2 is a software structure block diagram of an electronic device provided in an embodiment of the present application.
  • the layered architecture divides the software into several layers, and each layer has a clear role and division of labor.
  • the layers communicate with each other through software interfaces.
  • the Android system is divided into four layers, from top to bottom, namely, the application layer (APP), the application framework layer (APP framework), the Android runtime (Android runtime) and system libraries (libraries), and the kernel layer (kernel).
  • APP application layer
  • APP framework application framework
  • Android runtime Android runtime
  • libraries system libraries
  • kernel layer kernel layer
  • the application layer can include a series of application packages.
  • the application package may include applications (APP) such as camera, gallery, calendar, call, map, navigation, WLAN, Bluetooth, music, video, game, chat, shopping, travel, instant messaging (such as short message), smart home, and device control.
  • APP applications
  • smart home applications can be used to control or manage home appliances with networking functions.
  • home appliances can include electric lights, televisions, and air conditioners.
  • home appliances can also include anti-theft door locks, speakers, sweeping robots, sockets, body fat scales, desk lamps, air purifiers, refrigerators, washing machines, water heaters, microwave ovens, rice cookers, curtains, fans, televisions, set-top boxes, doors and windows, etc.
  • the application package may also include: desktop (ie, main screen), negative one screen, control center, notification center and other applications.
  • the negative one screen also known as the "-1 screen” refers to sliding the screen to the right on the main screen of the electronic device until sliding to the user interface (UI) of the leftmost split screen.
  • the negative one screen can be used to place some quick service functions and notification messages, such as global search, quick entry to a certain page of the application (payment code, WeChat, etc.), instant messages and reminders (express information, expenditure information, commuting conditions, taxi travel information, schedule information, etc.) and attention dynamics (football stands, basketball stands, stock information, etc.).
  • the control center is the upward sliding message notification bar of the electronic device, that is, the user interface displayed by the electronic device when the user starts to slide up at the bottom of the electronic device.
  • the notification center is the pull-down message notification bar of the electronic device, that is, the user interface displayed by the electronic device when the user starts to slide down at the top of the electronic device.
  • the application framework layer provides application programming interface (API) and programming framework for the applications in the application layer.
  • API application programming interface
  • the application framework layer includes some predefined functions.
  • the application framework layer may include a window manager, a content provider, a view system, a telephony manager, a resource manager, a notification manager, and the like.
  • the window manager is used to manage window programs, such as managing window status, properties, view addition, deletion, update, window order, message collection and processing, etc.
  • the window manager can obtain the display size and determine whether There are status bar, lock screen, screenshot, etc.
  • the window manager is the entrance for the outside world to access the window.
  • Content providers are used to store and retrieve data and make it accessible to applications.
  • the data may include videos, images, audio, calls made and received, browsing history and bookmarks, phone books, etc.
  • the view system includes visual controls, such as controls for displaying text, controls for displaying images, etc.
  • the view system can be used to build applications.
  • a display interface can be composed of one or more views.
  • a display interface including a text notification icon can include a view for displaying text and a view for displaying images.
  • the phone manager is used to provide communication functions of the electronic device 100, such as management of call status (including connecting, hanging up, etc.).
  • the resource manager provides various resources for applications, such as localized strings, icons, images, user interface layout files (layout xml), video files, fonts, colors, and identity documents (IDs) (also called serial numbers or account numbers) of user interface modules (UI components).
  • applications such as localized strings, icons, images, user interface layout files (layout xml), video files, fonts, colors, and identity documents (IDs) (also called serial numbers or account numbers) of user interface modules (UI components).
  • IDs also called serial numbers or account numbers
  • UI components user interface modules
  • the notification manager enables applications to display notification information in the status bar. It can be used to convey notification-type messages, and can stay for a short time and then disappear automatically without user interaction. For example, the notification manager is used to notify downloads, message reminders, etc.
  • the notification manager can also be a notification that appears in the system's top status bar in the form of a chart or scroll bar text, such as notifications from applications running in the background, or a notification that appears on the screen in the form of a dialog window. For example, a text message is displayed in the status bar, a reminder sound is emitted, an electronic device vibrates, an indicator light flashes, etc.
  • the Android runtime includes the core library and the virtual machine.
  • the Android runtime is responsible for the scheduling and management of the Android system.
  • the core library consists of two parts: one part is the function that needs to be called by the Java language, and the other part is the core library of the Android system.
  • the application layer and the application framework layer run in a virtual machine.
  • the virtual machine executes the Java files of the application layer and the application framework layer as binary files.
  • the virtual machine is used to perform functions such as object life cycle management, stack management, thread management, security and exception management, and garbage collection.
  • the system library can include multiple functional modules, such as surface manager, media library, 3D graphics processing library (such as OpenGL ES), 2D graphics engine (such as SGL), image processing library and desktop launcher.
  • 3D graphics processing library such as OpenGL ES
  • 2D graphics engine such as SGL
  • image processing library and desktop launcher.
  • the surface manager is used to manage the display subsystem and provide the fusion of 2D and 3D layers for multiple applications.
  • the media library supports playback and recording of a variety of commonly used audio and video formats, as well as static image files, etc.
  • the media library can support a variety of audio and video encoding formats, such as: MPEG4, H.264, MP3, AAC, AMR, JPG, PNG, etc.
  • the 3D graphics processing library is used to implement 3D graphics drawing, image rendering, synthesis and layer processing, etc.
  • a 2D graphics engine is a drawing engine for 2D drawings.
  • the kernel layer is the layer between hardware and software.
  • the kernel layer contains at least display driver, camera driver, audio driver, and sensor driver.
  • the following is an example of the software and hardware workflow of the electronic device 100, using a scenario in which a smart speaker is used to play sound.
  • the corresponding hardware interrupt is sent to the kernel layer.
  • the kernel layer processes the touch operation into raw input events (including touch coordinates, timestamp of the touch operation, and other information).
  • the raw input events are stored in the kernel layer.
  • the application framework layer obtains the raw input event from the kernel layer and identifies the control corresponding to the input event. For example, if the touch operation is a touch single-click operation and the control corresponding to the single-click operation is the control of the smart speaker icon, the smart speaker application calls the interface of the application framework layer to start the smart speaker application, and then starts the audio driver by calling the kernel layer, and converts the audio electrical signal into a sound signal through the speaker 170A.
  • the structure illustrated in the present application does not constitute a specific limitation on the electronic device 100.
  • the electronic device 100 may include more or fewer components than shown in the figure, or combine some components, or separate some components, or arrange the components differently.
  • the components shown in the figure may be implemented in hardware, software, or a combination of software and hardware.
  • Figures 3A-3I are schematic diagrams of a human-computer interaction interface provided by an embodiment of the present application.
  • the electronic device is a mobile phone, and an application market application is installed in the mobile phone for example.
  • the mobile phone may display a user interface 11 as shown in FIG3A .
  • the user interface 11 may be a home screen of a desktop, and the user interface 11 may include, but is not limited to, a status bar, a navigation bar, a calendar indicator, a weather indicator, and multiple application icons, such as an icon of a smart life application, an icon of a music application, an icon of a mobile phone manager application, an icon of an XX video application, an icon of an application market application 101, an icon of a memo application, an icon of an XX travel application, an icon of a gallery application, an icon of a call application, an icon of a text message application, an icon of a browser application, an icon of a camera application, and the like.
  • the mobile phone After detecting an operation of opening the application market application instructed by the user (such as performing a click operation on the icon 101 of the application market application shown in FIG. 3A ), the mobile phone may display the user interface 12 exemplarily shown in FIG. 3B .
  • the user interface 12 can be a user interface (such as the main interface) of the application market application.
  • the user interface 12 can be regarded as a search page of the application market application.
  • the user interface 12 can be a web page of the web version of the application market.
  • the user interface 12 can be regarded as a search page of the web version of the application market.
  • the user interface 12 can be a page of the application market official account.
  • the user interface 12 can be regarded as a search page of the application market official account.
  • this application uses the application market application for example.
  • the user interface 12 may include a search box 102 , where the search box 102 is used to provide a search query entry.
  • the search box 102, control 1031, and window 104 as shown in Figure 3C can be displayed in the user interface 12.
  • the search box 102 may include: an input box 1021, a control 1022, and a control 1023.
  • the input box 1021 is used to display the query word input through the window 104.
  • the control 1022 is used to delete the query word input through the window 104.
  • the control 1023 is used to provide an entry for searching the query word in the input box 1021.
  • the window 104 is used to display a keyboard and provide an entry for inputting a query word to the search box 1021.
  • the control 1031 is used to provide an entry for returning to the user interface 12 shown in FIG. 3B.
  • the mobile phone After the mobile phone detects the operation of searching the query word "game” indicated by the user (such as performing a click operation on the control 1023 shown in FIG. 3C ), the mobile phone may display the user interface 13 shown in FIG. 3D or FIG. 3I exemplarily.
  • the user interface 13 may be a user interface of an application market application, and the user interface 13 is used to display the results of the search query word.
  • the user interface 13 may be regarded as a result page of the search query word "game”.
  • the user interface 13 may recommend applications of multiple tag categories in the game category.
  • the query word is associated with multiple tag categories.
  • the multiple tag categories are different tag categories in the game category, or the multiple tag categories belong to the game category and different tag categories in other categories.
  • the ranking of the applications in multiple tag categories may be displayed based on one or more of the installation volume (ie, download volume), rating, and click-through rate of the applications in each tag category.
  • the installation volume ie, download volume
  • rating ie, rating
  • click-through rate ie, click-through rate
  • the mobile phone may first display applications in label category 1 in the user interface 13, and then display applications in label category 2.
  • the mobile phone may first display applications in label category 1 in the user interface 13, and then display applications in label category 2.
  • the ranking of applications in each tag category may be displayed according to one or more of the installation volume (ie, download volume), rating, and click-through rate of each application.
  • application 1 has the highest score, so the mobile phone can display application 1 in the user interface 13.
  • application 2 has the largest number of installations, so the mobile phone can display application 2 in the user interface 13.
  • the user interface 13 shown in FIG. 3D or FIG. 3I may include: a control 1032 , an area 105 , an area 106 , an area 107 , an area 108 , an area 109 , and an area 110 .
  • the control 1032 is used to provide an entry for returning to the user interface 12 shown in FIG. 3B or the user interface 12 shown in FIG. 3C .
  • Area 105 is used to recommend one or more applications corresponding to social games in the game category.
  • the area 105 may include: an area 1051 and a control 1052 .
  • Area 1051 is used to display the icon, name, related introduction (such as application description, download volume, rating, function interface) and other descriptions of application 11.
  • area 1051 is used to display the icon, name and related introduction of application 11.
  • area 1051 is used to display the icon and name of application 11.
  • Control 1052 is used to provide an entry for installing, updating or starting application 11. When application 11 is not installed on the mobile phone, control 1052 can be used to provide an entry for downloading and installing application 11. When application 11 is already installed on the mobile phone, and application 11 is not the latest version, control 1052 can be used to provide an entry for updating application 11. When application 11 is already installed on the mobile phone, and application 11 is the latest version, control 1052 can be used to provide an entry for starting application 11. In addition, the present application does not limit whether application 11 is installed on the mobile phone. For ease of explanation, FIG3D or FIG3I takes control 1052 being used to provide an entry for downloading and installing application 11 as an example for illustration.
  • the label category of application 11 is social games, and application 11 is any application among all applications corresponding to social games. For example, among all applications corresponding to social games, application 11 is the application with the highest score, or application 11 is the application with the most installations.
  • area 1051 is also used to recommend entrances to other applications other than application 11 among all applications corresponding to the social game.
  • the mobile phone when the mobile phone detects that the user indicates the operation of the aforementioned other applications in area 1051 (such as swiping left/right/up/down in area 1051), the mobile phone can display the icons, names, related introductions and other descriptions of the aforementioned other applications in area 1051.
  • the area 105 may further include a control 1053 .
  • the control 1053 is used to display the icon and/or name of the application 12 and provide an entry for viewing the detailed content of the application 12 .
  • the label category of application 12 is social games, and application 12 is any application among all applications corresponding to social games except application 11. For example, among all applications corresponding to social games, application 12 is the second highest rated application, or application 12 is the second most installed application.
  • the area 105 may further include a control 1054.
  • the control 1054 is used to display the label category of the application recommended by the area 105, that is, social games.
  • the control 1054 is also used to provide an entrance for displaying multiple applications corresponding to the social games in a tiled manner.
  • the area 105 may not include the control 1053 and/or the control 1054.
  • the area 105 may also include two controls, one of which is used to display the label categories of the applications recommended by the area 105, and the other is used to provide an entry for displaying multiple applications corresponding to the social game in a tiled manner.
  • Area 106 is used to recommend one or more application programs corresponding to children's games in the game category.
  • the area 106 may include: an area 1061 and a control 1062 .
  • Area 1061 is used to display the icon, name, related introduction (such as application description, download volume, evaluation level, function interface) and other descriptive content of the application 21.
  • Control 1062 is used to provide an entry for installing, updating or starting application 21.
  • control 1062 can be used to provide an entry for downloading and installing application 21.
  • control 1062 can be used to provide an entry for updating application 21.
  • control 1062 can be used to provide an entry for starting application 21.
  • the present application does not limit whether application 21 is installed on the mobile phone.
  • control 1062 is used as an example to provide an entry for downloading and installing application 21.
  • the label category of application 21 is children's games, and application 21 is any application in all applications corresponding to children's games. For example, among all applications corresponding to children's games, application 21 is the application with the highest score, or application 21 is the application with the most installations.
  • area 1061 is also used to recommend the entrances of other applications other than application 21 in all applications corresponding to the children's game.
  • the mobile phone when the mobile phone detects that the user indicates the operation of the aforementioned other applications in area 1061 (such as swiping left/right/up/down in area 1061), the mobile phone can display the icons, names, related introductions and other descriptions of the aforementioned other applications in area 1061.
  • the area 106 may further include a control 1063 .
  • the control 1063 is used to display the icon and/or name of the application 22 and provide an entry for viewing the detailed content of the application 22 .
  • the label category of application 22 is children's games, and application 22 is any application in all applications corresponding to children's games except application 21.
  • application 22 is the second highest rated application, or application 22 is the second most installed application.
  • the area 106 may further include a control 1064.
  • the control 1064 is used to display the label category of the application recommended by the area 106, that is, children's games.
  • the control 1064 is also used to provide an entrance to display multiple application programs corresponding to the children's games in a tiled manner.
  • the area 1056 may not include the control 1063 and/or the control 1064.
  • the area 106 may also include two controls, one of which is used to display the label category of the application recommended by the area 106, and the other is used to Provides a tiled display of multiple application entrances corresponding to children's games.
  • Area 107 is used to recommend one or more applications corresponding to casual games in the game category, such as Application 31 and Application 32.
  • Area 108 is used to recommend one or more applications corresponding to puzzle games, such as Application 41 and Application 42.
  • Area 109 is used to recommend one or more applications corresponding to single-click games, such as Application 51 and Application 52.
  • Area 110 is used to recommend one or more applications corresponding to development games, such as Application 61 and Application 62.
  • area 107, area 108, area 109, and area 110 is similar to the description of area 105 and/or area 106, and will not be repeated here.
  • the present application is not limited to whether the mobile phone has application 41, application 42, application 51, application 52, application 61, and application 62 installed.
  • the electronic device can recommend multiple tag categories of applications associated with the query word in the result page of the query word.
  • the multiple tag categories are different tag categories in the same category, or the multiple tag categories belong to different tag categories in different categories.
  • the mobile phone may display the user interface 14 shown in FIG. 3E exemplarily.
  • the user interface 14 may be a user interface of an application market application, and the user interface 14 is used to display the details of the application 11.
  • the user interface 14 may be regarded as a details page of the application 11.
  • the user interface 14 may include: a control 111 , an area 1121 , and an area 1122 .
  • the control 111 is used to provide an entry for returning to the user interface 13 shown in FIG. 3D or FIG. 3I .
  • Area 1121 is used to display detailed content of application 11, such as one or more of the icon, name, other descriptions, rating size, evaluation level, number of ratings, download volume, life span, function interface, evaluation information, recommendation description, function description, function introduction, developer, etc.
  • Area 1122 is used to provide entrances for sharing application 11, installing or updating or starting application 11, viewing evaluation information of application 11, etc.
  • the user interface 14 shown in Figure 3E is also used to continue to display the search query results.
  • the user interface 14 shown in Figure 3E is the same or similar to the search query results recommended in the user interface 13 shown in Figure 3D or Figure 3I.
  • one or more application programs other than application 11 with the same tag category as application 11 may be recommended in the user interface 14.
  • one or more application programs of other tag categories in the game category other than the tag category of application 11 may be recommended in the user interface 14.
  • the user interface 14 shown in FIG3E has the same display order of the multiple tag category applications recommended in the user interface 13 shown in FIG3D or FIG3I as well as the application programs of each tag category.
  • the user interface 14 is also used to recommend applications of other tag categories in the game category in addition to the tag category of the displayed application.
  • the mobile phone upon detecting that the user indicates the aforementioned application of other tag categories in the user interface 14 (such as swiping left/right/up/down in the user interface 14), the mobile phone can recommend the aforementioned application of other tag categories in the user interface 14.
  • the user interface 14 shown in FIG. 3E may further include: an area 113 , an area 114 , and an area 115 .
  • Area 113 is used to recommend one or more applications corresponding to social games other than application 11.
  • the specific implementation of area 113 is similar to the description of area 105 shown in FIG. 3D or FIG. 3I. Considering that the user wants to view the details page of application 11 in area 105, the applications displayed in area 113 do not include application 11. Therefore, the applications displayed in area 113 are different from the applications displayed in area 105.
  • the manner of displaying applications in area 113 may be the same as or different from the manner of displaying applications in area 105.
  • area 113 may include: area 1131, controls 1132, and other areas.
  • Area 1131 is used to recommend entrances to other applications other than application 11, application 12, and application 13 in the applications corresponding to the social game.
  • the mobile phone upon detecting that the user indicates the aforementioned other application in area 1131 (such as swiping left/right/up/down in area 1131), the mobile phone can recommend the aforementioned other application in area 1131.
  • the label category of application 13 is social games, and application 13 is any application other than application 11 and application 12 among all the applications corresponding to social games. For example, among all the applications corresponding to social games, application 13 is the third highest rated app, or app 13 is the third most installed app.
  • Other areas in area 113 may include an icon of application 12 , a name of application 12 , controls of application 12 , an icon of application 13 , a name of application 13 , and controls of application 13 .
  • the control of application 12 is used to provide an entry for installing, updating or starting application 12.
  • the control of application 12 can be used to provide an entry for downloading and installing application 12.
  • the control of application 12 can be used to provide an entry for updating application 12.
  • the control of application 12 can be used to provide an entry for starting application 12.
  • the present application does not limit whether application 12 is installed on the mobile phone.
  • FIG. 3E takes the example of the control of application 12 being used to provide an entry for downloading and installing application 12 as an example.
  • the control of application 13 is used to provide an entry for installing, updating or starting application 13.
  • the control of application 13 can be used to provide an entry for downloading and installing application 13.
  • the control of application 13 can be used to provide an entry for updating application 13.
  • the control of application 13 can be used to provide an entry for starting application 13.
  • the present application does not limit whether application 13 is installed on the mobile phone.
  • FIG3E takes the example of the control of application 13 being used to provide an entry for downloading and installing application 13 as an example.
  • Area 114 is used to recommend applications corresponding to children's games.
  • the specific implementation of area 114 is similar to the description of area 106 shown in FIG. 3D or FIG. 3I. Considering that the user wants to view the details page of application 11, the application displayed in area 114 is the same as the application displayed in area 106. In addition, the way of displaying the application in area 114 may be the same as or different from the way of displaying the application in area 106.
  • area 114 may include: area 1141, controls 1142, and other areas.
  • Area 1141 is used to recommend the entrances of other applications other than application 21 and application 22 in the applications corresponding to the children's games.
  • the mobile phone upon detecting that the user indicates the operation of the aforementioned other applications in area 1141 (such as swiping left/right/up/down in area 1141), the mobile phone can recommend the aforementioned other applications in area 1141.
  • the control 1142 is used to display the label category of the application recommended by the area 114, that is, children's games.
  • the control 1142 is also used to provide a plurality of application entries corresponding to the children's games to be displayed in a tiled manner.
  • Other areas in area 114 may include an icon of application 21 , a name of application 21 , controls of application 21 , an icon of application 22 , a name of application 22 , and controls of application 22 .
  • the control of application 21 is used to provide an entry for installing, updating or starting application 21.
  • the control of application 21 can be used to provide an entry for downloading and installing application 21.
  • the control of application 21 can be used to provide an entry for updating application 21.
  • the control of application 21 can be used to provide an entry for starting application 21.
  • the present application does not limit whether application 21 is installed on the mobile phone.
  • FIG3E takes the example of the control of application 21 being used to provide an entry for downloading and installing application 21 as an example.
  • the control of application 22 is used to provide an entry for installing, updating or starting application 22.
  • the control of application 22 can be used to provide an entry for downloading and installing application 22.
  • the control of application 22 can be used to provide an entry for updating application 22.
  • the control of application 22 can be used to provide an entry for starting application 22.
  • this application does not limit whether application 22 is installed on the mobile phone.
  • the control of application 22 is used to provide an entry for downloading and installing application 22 as an example.
  • Area 115 is used to recommend applications corresponding to casual games.
  • the specific implementation of area 115 is similar to the description of area 107 shown in FIG. 3D or FIG. 3I. Considering that the user wants to view the details page of application 11, the applications displayed in area 115 are the same as those displayed in area 107.
  • the manner of displaying applications in area 115 may be the same as or different from the manner of displaying applications in area 107.
  • the order 1 of region 105, region 106, and region 107 is that region 105 is located before region 106, and region 106 is located before region 107.
  • the order 2 of region 113, region 114, and region 115 is that region 113 is located before region 114, and region 114 is located before region 115.
  • the electronic device can display the detailed content of the application in the details page of the application, and continue to recommend applications of multiple tag categories associated with the query word in the details page of the application, where the multiple tag categories are different tag categories in the same category, or the multiple tag categories belong to different tag categories in different categories.
  • the user interface 15 shown in FIG. 3F may be displayed.
  • the user interface 15 may be a user interface of an application market application, and the user interface 15 is used to display the detailed content of the application 21.
  • the user interface 15 may be regarded as a detailed page of the application 21.
  • user interface 15 may include: control 116 , area 1171 , and area 1172 .
  • the control 116 is used to provide an entry back to the user interface that triggers the entry into the user interface 15 shown in FIG. 3F (ie, the user interface 13 shown in FIG. 3D or FIG. 3I or the user interface 14 shown in FIG. 3E ).
  • Area 1171 is used to display the details of application 21, such as one or more of the icon, name, other descriptions, rating size, evaluation level, number of ratings, download volume, life span, function interface, evaluation information, recommendation description, function description, function introduction, developer, etc.
  • Area 1172 is used to provide entrances for sharing application 21, installing or updating or starting application 21, viewing evaluation information of application 21, etc.
  • the user interface 15 shown in Figure 3F is also used to continue to display the results of the search query words.
  • the results of the search query words recommended in the user interface 15 shown in Figure 3F, the user interface 13 shown in Figure 3D or Figure 3I, and the user interface 14 shown in Figure 3E are the same or similar.
  • one or more application programs other than application 21 with the same tag category as application 21 may be recommended in the user interface 15.
  • one or more application programs of other tag categories other than the tag category of application 21 in the game category may be recommended in the user interface 15.
  • the application programs of multiple tag categories recommended in the user interface 14 shown in FIG3E, the user interface 13 shown in FIG3D or FIG3I and the user interface 15 shown in FIG3F and the display order of the application programs of each tag category are the same.
  • the user interface 15 is also used to recommend applications in the game category in addition to the application category displayed.
  • the mobile phone detects the user's operation of indicating the aforementioned application of other label categories in the user interface 15 (such as swiping left/right/up/down in the user interface 15)
  • the mobile phone can recommend the aforementioned application of other label categories in the user interface 15.
  • the user interface 15 shown in FIG. 3F may further include: an area 118 , an area 119 , and an area 120 .
  • Area 118 is used to recommend one or more application programs corresponding to children's games in addition to application 21.
  • the specific implementation of area 118 is similar to the description of area 106 shown in FIG. 3D or FIG. 3I or area 114 shown in FIG. 3E.
  • Area 119 is used to recommend one or more applications corresponding to the social game.
  • the specific implementation of area 119 is similar to the description of area 105 shown in FIG. 3D or FIG. 3I or area 113 shown in FIG. 3E.
  • Area 120 is used to recommend one or more applications corresponding to the casual game.
  • the specific implementation of area 120 is similar to the description of area 107 shown in FIG. 3D or FIG. 3I or area 115 shown in FIG. 3E.
  • area 120 is the same as area 115.
  • the tag category of application 21 will be located before other tag categories, and the order of other tag categories is still the order in Figure 3D or Figure 3I.
  • the order 1 of region 105, region 106, and region 107 is that region 105 is located before region 106, and region 106 is located before region 107.
  • the order 3 of region 118, region 119, and region 120 is that region 118 is located before region 119, and region 119 is located before region 120.
  • the electronic device can display the detailed content of the application in the details page of the application, and continue to recommend applications of multiple tag categories associated with the query word in the details page of the application, where the multiple tag categories are different tag categories in the same category, or the multiple tag categories belong to different tag categories in different categories.
  • the electronic device may display the details of the other application in the details page of the other application, and continue to recommend applications of multiple tag categories associated with the query term in the details page of the other application, where the multiple tag categories are different tag categories in the same category, or the multiple tag categories belong to different tag categories in different categories.
  • the mobile phone After the mobile phone detects the user's instruction to view the application of a certain tag category (such as performing a click operation on the control 1054 shown in Figure 3D or Figure 3I, or performing a click operation on the area 1132 shown in Figure 3E), it can display the user interface 16 shown in Figure 3G.
  • the user interface 16 can be a user interface of the application market application, and the user interface 16 is used to display multiple applications corresponding to the social game in a tiled manner.
  • the user interface 15 can be regarded as an expanded page of the application corresponding to the social game.
  • user interface 16 may include: control 1033 , area 121 , and area 122 .
  • Control 1033 is used to provide an entry back to the user interface that triggers the entry into the user interface 16 shown in FIG. 3G (ie, the user interface 13 shown in FIG. 3D or FIG. 3I or the user interface 14 shown in FIG. 3E ).
  • Area 121 may include: area 1211, area 1212, and area 1213.
  • Area 1211 is used to display the label category of the application recommended by area 122, namely, social games, and provide an entry for displaying multiple applications corresponding to social games in a tiled manner.
  • Area 1212 is used to provide an entry for displaying multiple applications corresponding to children's games in a tiled manner.
  • Area 1213 is used to provide an entry for displaying multiple applications corresponding to casual games in a tiled manner.
  • area 121 is also used to recommend applications of other label categories in the game category in addition to the label categories of the displayed applications (i.e., social games, children's games, and casual games).
  • the mobile phone upon detecting that the user indicates an operation of the aforementioned other label categories of applications in the user interface 16 (such as swiping left/right/up/down in the user interface 16), the mobile phone can recommend the aforementioned other label categories of applications in the user interface 16.
  • Area 122 is used to display multiple application programs corresponding to the social game in a tiled manner.
  • the user interface 16 is also used to recommend the entrances of other applications other than application 11, application 12, application 13, application 14, application 15 and application 16 among all the applications corresponding to the social game.
  • the mobile phone upon detecting the user's operation of indicating the aforementioned other applications in the user interface 16 (such as swiping left/right/up/down in the user interface 16), the mobile phone can recommend the aforementioned other applications in the user interface 16.
  • the mobile phone may display the user interface 14 exemplarily shown in FIG. 3E .
  • the mobile phone may display the user interface 17 exemplarily shown in FIG. 3H .
  • the electronic device can trigger the tiled display of multiple applications of any tag category associated with the query word in the result page of any query word and/or in the details page of any application entered through the result page of any query word.
  • the electronic device can provide the user with multiple entrances to view applications of a certain tag category.
  • the electronic device can display multiple applications of the tag category in a flat manner in the expanded page, so that the user can quickly search for applications.
  • the mobile phone detects the operation of viewing the application 12 indicated by the user (such as performing a click operation on the control 1053 shown in FIG. 3D ), Alternatively, after performing a click operation on the name or image of the application 12 shown in FIG. 3E , or performing a click operation on the name or image of the application 12 shown in FIG. 3F ), the user interface 17 shown in FIG. 3H may be displayed.
  • the user interface 17 may be a user interface of an application market application, and the user interface 17 is used to display the details of the application 12.
  • the user interface 17 may be regarded as a details page of the application 12.
  • user interface 17 may include: control 123 , area 1241 , and area 1242 .
  • the control 123 is used to provide an entry to return to the user interface that triggers the entry into the user interface 17 shown in FIG. 3H (ie, the user interface 13 shown in FIG. 3D or the user interface 14 shown in FIG. 3E ).
  • Area 1241 is used to display the detailed content of application 12, such as one or more of the icon, name, other descriptions, rating size, evaluation level, number of ratings, download volume, life span, function interface, evaluation information, recommendation description, function description, function introduction, developer, etc.
  • Area 1242 is used to provide entrances for sharing application 12 , installing or updating or starting application 12 , viewing evaluation information of application 12 , etc.
  • the user interface 17 shown in Figure 3H is also used to continue to display the search query results.
  • the user interface 17 shown in Figure 3H is the same or similar to the search query results recommended in the user interface 13 shown in Figure 3D.
  • the user interface 17 may recommend one or more applications other than application 12 that have the same tag category as application 12.
  • the user interface 17 may also recommend one or more applications in the game category other than the tag category of application 12.
  • the user interface 17 shown in FIG3H and the user interface 13 shown in FIG3D recommend the same application programs of multiple tag categories and the same display order of the application programs of each tag category.
  • the user interface 17 is also used to recommend applications in the game category in addition to the application category displayed.
  • the mobile phone detects the user's operation of indicating the aforementioned application of other label categories in the user interface 17 (such as swiping left/right/up/down in the user interface 17), the mobile phone can recommend the aforementioned application of other label categories in the user interface 17.
  • the user interface 17 shown in FIG. 3H may further include: an area 125 , an area 126 , and an area 127 .
  • Area 125 is used to recommend one or more application programs corresponding to social games other than application 12.
  • the specific implementation of area 125 is similar to the description of area 105 shown in FIG. 3D or area 113 shown in FIG. 3E.
  • Area 126 is used to recommend one or more applications corresponding to the children's game.
  • the specific implementation of area 126 is similar to the description of area 106 shown in FIG. 3D or area 114 shown in FIG. 3E.
  • Area 127 is used to recommend one or more application programs corresponding to the casual game.
  • the specific implementation of area 127 is similar to the description of area 107 shown in FIG. 3D or area 115 shown in FIG. 3E .
  • the tag category of application 12 will be located before other tag categories, and the order of other tag categories is still the order in Figure 3D.
  • the order 1 of region 105, region 106, and region 107 is that region 105 is located before region 106, and region 106 is located before region 107.
  • the order 4 of region 125, region 126, and region 127 is that region 125 is located before region 126, and region 126 is located before region 127.
  • the order 2 of regions 113, 114, and 115 is that region 113 is located at region 114, and region 114 is located before region 115.
  • the order 4 of regions 125, 126, and 127 is that region 125 is located at region 126, and region 126 is located before region 127.
  • region 118 is located before region 119
  • region 119 is located before region 120.
  • region 125 is located before region 126
  • Area 126 is located before area 127 .
  • the electronic device can display the detailed content of the application in the details page of the application, and continue to recommend applications of multiple tag categories associated with the query word in the details page of the application, where the multiple tag categories are different tag categories in the same category, or the multiple tag categories belong to different tag categories in different categories.
  • the electronic device may display the details of the other application in the details page of the other application, and continue to recommend applications of multiple tag categories associated with the query term in the details page of the other application, where the multiple tag categories are different tag categories in the same category, or the multiple tag categories belong to different tag categories in different categories.
  • FIG. 4 is a schematic diagram of the architecture of a communication system provided in an embodiment of the present application.
  • the communication system 10 of the present application may include: an electronic device 100 and a server 200 .
  • server 200 can be an independent physical server, or a server cluster or distributed system composed of multiple physical servers, or a cloud server that provides basic cloud computing services such as cloud services, cloud databases, cloud computing, cloud functions, cloud storage, network services, cloud communications, middleware services, domain name services, security services, content delivery networks (CDN), as well as big data and artificial intelligence platforms.
  • cloud server that provides basic cloud computing services such as cloud services, cloud databases, cloud computing, cloud functions, cloud storage, network services, cloud communications, middleware services, domain name services, security services, content delivery networks (CDN), as well as big data and artificial intelligence platforms.
  • the electronic device 100 and the server 200 may be directly or indirectly connected via wired or wireless communication methods.
  • the wired communication method may be a coaxial cable, an optical fiber, a digital subscriber line (DSL), etc.
  • the wireless communication method may be a Bluetooth, infrared, wireless (Wi-Fi), microwave, etc.
  • the network can be used as a medium for communication between the electronic device 100 and the server 200, and can be a wide area network or a local area network, or a combination of the two.
  • the present application can be implemented with the help of cloud technology, which refers to a hosting technology that unifies a series of resources such as hardware, software, and network in a wide area network or a local area network to realize data calculation, storage, processing, and sharing.
  • the electronic device 100 is used to run a variety of applications and request the display content of any user interface from the server 200, such as one or more of the search content result page, application details page and expansion page of any tag category application mentioned above, and obtain the requested display content of the user interface from the server 200.
  • the server 200 is used to receive information such as search content, application identification, instructions, etc. from the electronic device 100, and transmit the requested user interface display content to the electronic device 100.
  • an application market application may be run in the electronic device 100.
  • the server 200 may be a background search engine of the application market application.
  • the server 200 can utilize the clustering rules of categories (also referred to as leaf categories (leaf category)-tags (tags), and cluster each application into applications of a tag category corresponding to a certain category through three stages: data preparation stage, application labeling stage, and application clustering stage.
  • categories also referred to as leaf categories (leaf category)-tags (tags)
  • tags cluster each application into applications of a tag category corresponding to a certain category through three stages: data preparation stage, application labeling stage, and application clustering stage.
  • the aforementioned process can be referred to as a tag clustering process, that is, clustering applications according to the tags of the applications.
  • the aforementioned tag categories can be understood as clustering categories of tags.
  • tag categories can be represented by the names of tags.
  • Each application may include one or more tags (or attribute information). It can be seen that tags are more fine-grained attribute classification phrases than categories.
  • each tag can be set with a relevance score, which is used to indicate the degree of association between the tag and the corresponding application.
  • the server 200 can construct a category-tag clustering rule based on the distribution field of the application, that is, obtain each category and each tag category in each category.
  • the same category includes different tag categories.
  • all applications can be considered as applications in each category, and applications in each category can be further divided into applications in each tag category.
  • this application can divide the categories and tag categories of application programs according to coarse-grained or fine-grained division methods.
  • the server 200 can construct category-tag clustering rules according to the developer's experience and knowledge accumulation.
  • the server 200 may mine keywords in the text and construct category-tag clustering rules.
  • the server 200 may treat the descriptions of all applications in the same leaf category as a text, and use an unsupervised keyword extraction algorithm (yet another keyword extractor, YAKE) to extract keywords from the text as the various tag categories in the leaf category.
  • YAKE another keyword extractor
  • the clustering rule of category-label can form a structural relationship as shown in Table 1: first-level category-second-level category-third-level category (leaf category)-label category.
  • the leaf category is the third-level category.
  • the first-level category can be understood as a general term. For example, files, pictures, applications, etc.
  • the second-level category can be understood as a subdivision of the first-level category.
  • the third-level category can be understood as a subdivision of the second-level category.
  • the tag category can be understood as a subdivision of the third-level category.
  • any application can form the structural relationship shown in Table 2: leaf category-application name-application identifier-tag category.
  • the tag categories in the chat category may include: work chat and life chat, etc.
  • the tag categories in the game category may include: costume games, etc.
  • the server 200 can construct and store category-tag clustering rules.
  • the server 200 may label each application, that is, obtain a label for each application.
  • the server 200 can label the application according to the label (attribute) of the application uploaded by the developer.
  • the server 200 may label the application according to the description of the application. For example, the server 200 may extract keywords from the description of the application to obtain a label for the application.
  • the server 200 may use the classification prediction model in combination with the label or description of the application to label the application.
  • the server 200 may also use the classification prediction model in combination with the label or description of the application to calculate the relevance of the application to obtain a relevance score for each label.
  • the classification prediction model can adopt such as Bert model (bidirectional encoder representations from transformer) or shallow network model (FastText model).
  • server 200 can obtain that the tag category of application 1 is work chat in the chat category, the tag category of application 2 is life chat in the chat category, and the tag category of application 3 is costume game in the game category.
  • the server 200 can obtain the tag category of each application.
  • the server 200 may cluster the tags of multiple applications using the category-tag clustering rule, that is, cluster the applications with tags of the same name or the same semantics into one category, that is, the same tag category.
  • the server 200 may cluster the N tags of multiple applications, where N is a positive integer.
  • the N tags may be the first N tags in descending order of relevance scores.
  • server 200 can cluster application 1 into the application corresponding to work chat in the chat category, cluster application 2 into the application corresponding to life chat in the chat category, and cluster application 3 into the application corresponding to costume game in the game category.
  • the server 200 may cluster each application in the application library into applications of the corresponding tag category.
  • the name, identifier, and tag category of the application are interrelated.
  • the server 200 may analyze the semantics of the search content to obtain a plurality of tag categories associated with the search content and an application program of each tag category.
  • the multiple tag categories may be different tag categories in the same category, or the multiple tag categories may be different tag categories in different categories.
  • the server 200 can provide the electronic device 100 with the source of display content of any user interface, such as the search content result page mentioned above, the application details page, and the expanded page of an application of any tag category.
  • the application recommendation method of the present application can be applied to the scenario of user discovery of applications, so that users can discover or compare a certain category or certain categories of applications, attracting users to continue to discover applications continuously, thereby improving the user's search experience.
  • FIG. 5 is a signaling interaction diagram of an application recommendation method provided in an embodiment of the present application.
  • the application recommendation method of the present application may include:
  • the electronic device receives a query word input by a user in a search page.
  • the search page is a user interface of an application market application in an electronic device.
  • the query term can be used to indicate that the user wants to search for categorized applications.
  • the query term is a fuzzy query, that is, a query term without a clear intention. For example, games, videos, etc.
  • the present application does not limit the input method of the query word.
  • the user can type the query word in the form of text, characters, pictures, etc. on the search page.
  • the user can voice input the query word on the search page.
  • the user can click on the query word displayed on the search page.
  • the electronic device sends a query word to the server.
  • the server obtains a tag clustering application list according to the query word.
  • the tag clustering application list is used to display multiple tag categories associated with the query term, and description content of one or more application programs corresponding to each tag category.
  • tag categories can belong to the same category or different categories, and this application does not limit this.
  • the description content of each application may include one or more of the application icon, name, related introduction (such as application description, download volume, evaluation level, functional interface), etc.
  • the tag clustering application list may include: multiple tag categories, and the name and icon of the application corresponding to each tag category.
  • the tag clustering application list may also include: a control 1 for each application, where control 1 is used to provide an entry for installing, updating, or starting the application.
  • control 1 can be used to trigger the download and installation of the application.
  • control 1 can be used to trigger the update of the application.
  • control 1 can be used to trigger the start of the application.
  • this application does not limit the display parameters of control 1 such as position, size, shape, layout, color, etc.
  • the number of tag categories may be 2, 3 or other numbers, and the number of application programs in each tag category may be 1, 2 or other numbers.
  • the tag clustering application list may also include: a control 2 for each tag category, the control 2 is used to provide an entry for displaying multiple applications of the tag category in a tiled manner.
  • this application does not limit the display parameters of the control 2 such as position, size, shape, layout, color, etc.
  • the tag clustering application list may also include: text 1 of each tag category, where text 1 is used to display the tag category.
  • text 1 is used to display the tag category.
  • the present application does not limit display parameters of text 1 such as content, position, size, shape, layout, color, etc.
  • control 2 and text 1 may be the same control, which is used to provide all applications of the label category and also to display the label category.
  • the server may obtain the tag clustering application list in a variety of ways.
  • the server may predict the tag category associated with the query term to obtain a tag category prediction result.
  • the tag category prediction result is used to indicate multiple tag categories associated with the query term.
  • the multiple tag categories may be different tag categories in the same category, or the multiple tag categories may be different tag categories in different categories.
  • the output form of the label category prediction results can be represented by the following code.
  • the relevance score of each tag category can be used to determine the ranking of each tag category.
  • the ranking of each tag category is related to the historical operation behavior of each tag category.
  • the historical operation behavior of any tag category may include but is not limited to the number of historical cumulative operations of users viewing the tag category, which can indicate the user's interest in the tag category.
  • N tags can be ranked according to The top N tags with the highest relevance scores from the largest to the smallest.
  • the server can obtain the application recall list from the application information library (such as ElasticSearch) based on the tag category prediction results.
  • the application recall list may include: the identification, name, label, etc. of the application of each label category.
  • the output form of the application recall list can be expressed in the following code.
  • the server can sort multiple tag categories according to the application recall list to obtain tag category prediction results.
  • the output form of the label category prediction result can be expressed by the following code.
  • the above “score” is the ranking score of each label category.
  • the server may sort the applications of multiple tag categories by rough sorting or fine sorting.
  • the server may obtain a ranking score for each tag category according to the relevance score of each tag category and the popularity of applications in each tag category.
  • the ranking of each tag category is also related to the popularity of the application in each tag category.
  • the popularity of the application can be represented by one or more of the following: the number of installations (ie, the number of downloads), the rating, and the click rate.
  • the server can sort multiple tag categories in order from largest to smallest according to the sorting score of each tag category.
  • the server may also sort multiple tag categories according to the sorting of each tag category, or may also sort multiple tag categories according to the popularity of applications in each tag category.
  • the server may also sort the multiple applications corresponding to any tag category according to the popularity of each application in the tag category.
  • the server may obtain a ranking score for each application in the tag category according to the popularity of each application in the tag category.
  • the server may rank multiple applications of the tag category in descending order according to the ranking score of each application of the tag category.
  • the server stores the tag clustering application list in the cache, thereby facilitating subsequent accelerated query.
  • the server may also store the tag clustering application list in other storage spaces, which is not limited in this application.
  • the server sends a tag clustering application list to the electronic device.
  • S16 The electronic device displays a list of tag clustered applications in the query result page, thereby facilitating the user to browse and select application programs.
  • the query word can also be used to indicate a certain or specific application.
  • the electronic device can display the name, icon and other information of the application in the query word result page, and can also display the tag clustering application list.
  • the query term can refer to the description of the query term "game” shown in Figures 3B-3D
  • the result page of the query term can refer to the description of the user interface 13 shown in Figure 3D
  • the tag clustering application list can refer to the description of areas 105, 106, 107, 108, 109, and 110 in the user interface 13 shown in Figure 3D
  • the description content 1 of the application program of each tag category can refer to the description content about application 11 in area 1051 shown in Figure 3D, the description content about application 21 in area 1061, the description content about application 31 in area 107, the description content about application 41 in area 108, and the description content about application 52 in area 109.
  • control 1 of the application of each label category can refer to the description of control 1052 and control 1062 shown in Figure 3D
  • control 2 and text 1 of each label category can refer to the description of control 1054 and control 1064 shown in Figure 3D.
  • the electronic device can display clustered applications in a hierarchical manner according to multiple tag categories associated with the query word in a result page of the query word.
  • the clustered applications of multiple tag categories are clearly displayed to the user, so that the user can discover or compare applications of a certain category or certain categories, which can attract the user to continue to discover applications and improve the user's search experience.
  • the electronic device receives operation 1 of the user to view application 1 in the result page of the query word.
  • operation 1 is used to trigger the display of the details page of application 1.
  • the operation 1 mentioned in this application may include an operation triggered on the description content of application 1 such as icon, name and image (such as picture or video animation), and operation 1 may be of types such as long press, click, double click, slide, etc.
  • the result page of the query term can refer to the description of the user interface 13 shown in Figure 3D
  • the application 1 can refer to the description of the application 11 shown in Figure 3D
  • the operation 1 can refer to the description of the click operation performed on the control 1051 shown in Figure 3D.
  • the result page of the query term can refer to the description of the user interface 13 shown in Figure 3D
  • the application 1 can refer to the description of the application 21 shown in Figure 3D
  • the operation 1 can refer to the description of the click operation performed on the control 1061 shown in Figure 3D.
  • the result page of the query term can refer to the description of the user interface 13 shown in Figure 3D
  • the application 1 can refer to the description of the application 12 shown in Figure 3H
  • the operation 1 can refer to the description of the click operation performed on the control 1053 shown in Figure 3H.
  • the electronic device sends the query word and the identifier of the application 1 (such as the identifier "id" of the application mentioned above) to the server.
  • the server obtains the detailed content and label clustering application list of application 1 from the cache and relational database management system library (MySQL library) according to the query word and the identifier of application 1.
  • MySQL library relational database management system library
  • the Mysql database stores the details of each application.
  • the details of any application may include one or more of the application's icon, name, other descriptions, rating, rating, number of ratings, downloads, life span, function interface, evaluation information, recommendation description, function description, function introduction, developer, etc.
  • the server can also store the detailed content of each application in other databases, and this application does not limit this.
  • the server sends detailed content of application 1 and a tag clustering application list to the electronic device.
  • the electronic device displays the details of application 1 and a tag clustering application list on the details page of application 1.
  • the details page of application 1 can refer to the description of user interface 14 shown in Figure 3E
  • the details content of application 1 can refer to the description of the details content of application 11 in area 1121 and area 1122 shown in Figure 3E
  • the label clustering application list can refer to the description of area 113, area 114, and area 115 shown in Figure 3E.
  • the details page of application 1 can refer to the description of user interface 15 shown in Figure 3F
  • the details of application 1 can refer to the description of the details of application 21 in area 1171 and area 1172 shown in Figure 3F
  • the label clustering application list can refer to the description of area 118, area 119, and area 120 shown in Figure 3F.
  • the details page of application 1 can refer to the description of user interface 17 shown in Figure 3H
  • the details of application 1 can refer to the description of the details of application 12 in area 1241 and area 1242 shown in Figure 3H
  • the label clustering application list can refer to the description of area 125, area 126, and area 127 shown in Figure 3H.
  • the electronic device can display the application details in the application details page and continue to display clustered applications hierarchically according to multiple tag categories associated with the query word.
  • Clustered applications are displayed hierarchically according to multiple tag categories associated with the query term over and over again, allowing users to experience an immersive search experience.
  • the electronic device receives operation 2 of the user viewing application 2 in the details page of application 1.
  • operation 2 is used to trigger the display of the details page of application 2.
  • Operation 2 mentioned in this application may include operations triggered on description contents such as icons, names and images (such as pictures or video animations) of application 2, and operation 2 may be of types such as long press, click, double click, slide, etc.
  • the electronic device sends the query word and the identifier of application 2 to the server.
  • the server obtains the detailed content and the tag clustering application list of the application 2 from the cache and the relational database management system library (MySQL library) according to the query word and the identifier of the application 2.
  • MySQL library relational database management system library
  • the server sends the detailed content of application 2 and the tag clustering application list to the electronic device.
  • the electronic device displays the details of application 2 and the tag clustering application list on the details page of application 2.
  • S22-S26 are respectively similar to the implementation methods of S17-S21 in the embodiment of Figure 5, and will not be repeated here in this application.
  • the details page of application 1 can refer to the description of user interface 14 shown in Figure 3E
  • application 2 can refer to the description of application 21 shown in Figure 3E
  • operation 2 can refer to the description of the click operation performed on the name or icon of application 21 shown in Figure 3E
  • the details page of application 2 can refer to the description of user interface 15 shown in Figure 3F
  • the details content of application 2 can refer to the description of the details content of application 21 in area 1171 and area 1172 shown in Figure 3F
  • the label clustering application list can refer to the description of area 118, area 119, and area 120 shown in Figure 3F.
  • the details page of application 1 can refer to the description of user interface 14 shown in Figure 3E
  • application 2 can refer to the description of application 12 shown in Figure 3E
  • operation 2 can refer to the description of the click operation performed on control 1053 shown in Figure 3E
  • the details page of application 2 can refer to the description of user interface 17 shown in Figure 3H
  • the details content of application 2 can refer to the description of the details content of application 12 in areas 1241 and 1242 shown in Figure 3H
  • the label clustering application list can refer to the description of areas 125, 126, and 127 shown in Figure 3H.
  • the details page of application 1 can refer to the description of user interface 15 shown in Figure 3F
  • application 2 can refer to the description of application 12 shown in Figure 3F
  • operation 2 can refer to the description of the click operation performed on the name or icon of application 12 shown in Figure 3F
  • the details page of application 2 can refer to the description of user interface 17 shown in Figure 3H
  • the details content of application 2 can refer to the description of the details content of application 12 in area 1241 and area 1242 shown in Figure 3H
  • the label clustering application list can refer to the description of area 125, area 126, and area 127 shown in Figure 3H.
  • the electronic device can display the details of the application in the details page of the other application and continue to display the clustered applications hierarchically according to multiple tag categories associated with the query term.
  • Clustered applications are displayed hierarchically according to multiple tag categories associated with the query term over and over again, allowing users to experience an immersive search experience.
  • the present application provides an application recommendation method.
  • the application recommendation method of the present application can be executed by an electronic device.
  • the specific implementation method of the electronic device can be found in the description of the electronic device mentioned in Figures 1 to 5, and will not be repeated here.
  • FIG. 6 shows a flowchart of an application recommendation method provided in an embodiment of the present application.
  • the application recommendation method of the present application may include:
  • S101 Receive search content input in a first interface of an application program in an application market.
  • the application market application can be installed in the electronic device, and the electronic device can run the application market application.
  • the application market application can be used to provide an entry for searching, installing, updating, and starting applications.
  • the application market application can be an application in the mobile phone mentioned in the embodiments of Figures 3A-3I.
  • the application market application can be an application in the electronic device mentioned in the embodiment of Figure 5.
  • the first interface is a user interface of the application market application.
  • the first interface is used to provide an entry for searching various applications.
  • This application does not limit the specific implementation of the first interface.
  • the first interface can be the user interface 12 mentioned in the embodiments of Figures 3B-3C.
  • the first interface can be the query term mentioned in the embodiment of Figure 5.
  • the search content can be used to indicate that the user wants to search for applications in different categories.
  • the search content can express the user's vague search intention, or express a specific application that the user wants to search for.
  • the search content can be the query word "game” mentioned in the embodiments of Figures 3A-3I.
  • the first interface can be the query word mentioned in the embodiment of Figure 5.
  • the search content can be input into the first interface in the form of voice, text, picture, video, etc.
  • S101 can be found in the embodiments of FIG. 3A to FIG. 3C and the description of S11 in the embodiment of FIG. 5 , and will not be elaborated here.
  • a second interface of the application market application is displayed, the second interface including a first label category, a second label category, first application information, and second application information, the first application information including a name and an icon of the first application, the second application information including a name and an icon of the second application, the label category of the first application is a first label category, the label category of the second application is a second label category, and the first label category is different from the second label category.
  • the second interface is a user interface of the application market application.
  • the second interface is used to display various applications related to the search content.
  • This application does not limit the specific implementation method of the second interface.
  • the second interface can be the user interface 13 mentioned in the embodiment of Figure 3D or Figure 3I.
  • the second interface can be the result page of the query term mentioned in the embodiment of Figure 5.
  • the first label category and the second label category are both label categories of applications.
  • the first label category and the second label category can refer to the description of the label categories mentioned above.
  • the first label category is different from the second label category.
  • the application corresponding to the first label category is usually different from the application corresponding to the second label category.
  • the first label category and the second label category belong to the same category. Alternatively, the first label category and the second label category belong to different categories.
  • the first label category and the second label category can be displayed in the form of text, pictures, controls, etc.
  • the first application information is information related to the first application, such as the name and icon of the first application.
  • the number of first applications can be one or more. When there are multiple first applications, the label categories of the multiple applications are all the first label category.
  • the second application information is information related to the second application, such as the name and icon of the second application. The number of second applications can be one or more. When there are multiple second applications, the label categories of the multiple applications are all the second label category.
  • the first tag category may be the social game mentioned in the embodiment of FIG. 3D or FIG. 3I
  • the first application may be application 11 mentioned in the embodiment of FIG. 3D or FIG. 3I, or application 11 and application 12.
  • the second tag category may be the children's game mentioned in the embodiment of FIG. 3D or FIG. 3I
  • the second application may be application 21 mentioned in the embodiment of FIG. 3D or FIG. 3I, or application 21 and application 22.
  • first tag category and the second tag category may be multiple tag categories in the tag clustering application list mentioned in the embodiment of FIG. 5
  • the first application program and the second application program are applications corresponding to the respective tag categories mentioned in the embodiment of FIG. 5 .
  • the first application information also includes the control of the first application. Therefore, when the first application is not installed in the electronic device, the electronic device can install or update the first application in the electronic device after receiving the fourth operation for the control of the first application.
  • the type of the fourth operation may include, but is not limited to, click, double-click, long press, etc.
  • the present application does not limit the specific implementation of the control of the first application.
  • the control of the first application may be the control 1052 or the control 1062 in the embodiment of FIG. 3D or FIG. 3I.
  • S102 can refer to the description of the embodiment of FIG. 3D or FIG. 3I and S16 in the embodiment of FIG. 5 , and will not be described in detail here.
  • the electronic device in response to the search content, can display multiple tag categories and the names and icons of one or more application programs corresponding to each tag category in the second interface.
  • the multiple tag categories include two or more tag categories.
  • the application recommendation method provided by the present application receives the search content entered in the first interface of the application market application through an electronic device. According to the association between the search content and the application and/or identification category, the first label category, the second label category, the name and icon of the first application corresponding to the first label category, and the name and icon of the second application corresponding to the second label category can be displayed. Thereby, the user can view the applications of multiple identification categories in a hierarchical manner, which is conducive to attracting users to continue viewing or downloading applications, and also enables users to compare applications of multiple identification categories, which is beneficial for users to accurately distinguish and quickly select, thereby improving the user retrieval experience of application recommendations and increasing the conversion rate of application recommendations.
  • it can accurately recommend applications related to the search content, which improves the relevance of application recommendations, reduces the chance of recommending applications that are not related to the search content, increases the query volume, click rate and download volume of recommended applications, and brings users a better recommendation experience.
  • the above-mentioned association relationship can be understood as the first tag category and/or the second tag category being related to the search content. And/or, the first application information and the second application information are related to the search content.
  • the above-mentioned content can be referred to as the server clustering each application into the application of the tag category corresponding to a certain category, and analyzing the semantics of the search content to obtain the description of the application of multiple tag categories associated with the search content.
  • the application market application mentioned in this application can be replaced by the application market web version and/or the application market public account.
  • this application takes the application market application as an example.
  • the electronic device can continue to display applications of multiple tag categories associated with the search content while displaying the detailed content of any application.
  • the application recommendation method of the present application may further include:
  • Step 201 Receive a first operation on first application information in a second interface.
  • the first operation of the first application information is used to trigger the display of the details of the first application.
  • the first operation may be an operation triggered on the icon or name of the first application.
  • the type of the first operation may include but is not limited to click, double-click, long press, etc.
  • the first operation of the first application information may be an operation triggered on the icon or name of the application 11 in the user interface 13 mentioned in the embodiment of FIG. 3D or FIG. 3I.
  • the first operation of the first application information may be an operation triggered on the control 1053 in the user interface 13 mentioned in the embodiment of FIG. 3D or FIG. 3I.
  • the first operation of the first application information may be the operation 1 of the application 1 mentioned in the embodiment of FIG. 5.
  • step 201 can be found in FIG. 3D or FIG. 3I , and the description of S17 in the embodiment of FIG. 5 , which will not be described in detail here.
  • Step 202 in response to the first operation, display the third interface of the application market application, the third interface includes the details of the first application, the first label category, the second label category, the third application information and the second application information, the third application information includes the name and icon of the third application, and the label category of the third application is the first label category.
  • the third interface is a user interface of the application market application.
  • the third interface is used to display the details of the first application. This application does not limit the specific implementation of the third interface.
  • the third interface may be the user interface 14 mentioned in the embodiment of FIG. 3E.
  • the third interface may be the user interface 17 mentioned in the embodiment of FIG. 3H.
  • the third interface may be the details page of the application 1 mentioned in the embodiment of FIG. 5.
  • the third interface may be the details content of the application 1 in S21 mentioned in the embodiment of FIG. 5 and the tag clustering application list.
  • the details of the first application may be the details of application 11 in area 1121 and area 1122 mentioned in the embodiment of FIG. 3E.
  • the details of the first application may be the details of application 12 in area 1241 and area 1242 mentioned in the embodiment of FIG. 3H.
  • the details of the first application may be the details of application 1 mentioned in the embodiment of FIG. 5.
  • the third application information is information related to the third application, such as the name and icon of the third application.
  • the number of the third application can be one or more.
  • the label categories of the multiple applications are all the first label category.
  • the first application information is changed to the third application information, and the content of the second application information is unchanged.
  • the display method of any application information may be changed or not, and this application does not limit this.
  • the first label category may be the social game mentioned in the embodiment of FIG. 3D or FIG. 3I
  • the first application may be application 11 mentioned in the embodiment of FIG. 3D or FIG. 3I
  • the third application may be application 12 mentioned in the embodiment of FIG. 3E, or application 12 and application 13.
  • the second label category may be the children's game mentioned in the embodiment of FIG. 3D or FIG. 3I
  • the second application may be application 21 mentioned in the embodiment of FIG. 3D or FIG. 3I and FIG. 3E, or application 21 and application 22.
  • the first label category may be the social game mentioned in the embodiment of FIG. 3D or FIG. 3I
  • the first application may be application 12 mentioned in the embodiment of FIG. 3D or FIG. 3I
  • the third application may be application 11 mentioned in the embodiment of FIG. 3H, or application 11 and application 13.
  • the second label category may be the children's game mentioned in the embodiment of FIG. 3D or FIG. 3I
  • the second application may be application 21 mentioned in the embodiment of FIG. 3D or FIG. 3I and FIG. 3E, or application 21 and application 22.
  • step 202 can be found in the description of FIG. 3E , FIG. 3F , FIG. 3H , and S21 in the embodiment of FIG. 5 , and will not be elaborated here.
  • the electronic device can display the detailed content of the application, the first tag category, the second tag category, and the name and icon of one or more applications corresponding to each tag category in the third interface.
  • the number of applications corresponding to the first tag category may change.
  • the third interface also includes fourth application information, the fourth application information includes the name and icon of the fourth application, and the label category of the fourth application is the first label category.
  • the fourth application information is information related to the fourth application, such as the name and icon of the fourth application.
  • the number of the fourth application can be one or more.
  • the label categories of the multiple applications are all the first label category.
  • the first tag category may be the social game mentioned in the embodiment of Figure 3D or Figure 3I
  • the first application may be application 11 mentioned in the embodiment of Figure 3D or Figure 3I
  • the third application may be application 12 mentioned in the embodiment of Figure 3E
  • the fourth application may be application 13.
  • the number of application programs corresponding to the second tag category may change.
  • the third interface also includes fifth application information, the fifth application information includes the name and icon of the fifth application, and the label category of the fifth application is the second label category.
  • the fifth application information is information related to the fifth application, such as the name and icon of the fifth application.
  • the number of the fifth application can be one or more.
  • the label categories of the multiple applications are all the second label category.
  • the second tag category may be the children's game mentioned in the embodiment of Figure 3D or Figure 3I
  • the second application may be the application 21 mentioned in the embodiment of Figure 3D or Figure 3I
  • the fifth application may be the application 22 mentioned in the embodiment of Figure 3E.
  • the application recommendation method of the present application may further include:
  • Step 301 Receive a second operation on second application information in a second interface.
  • the second operation of the second application information is used to trigger the display of the details of the second application.
  • the second operation may be an operation triggered on the icon or name of the second application.
  • the type of the second operation may include but is not limited to click, double-click, long press, etc.
  • the second operation is an operation on the second application information in the second interface.
  • the second operation of the second application information may be an operation triggered on the icon or name of the application 21 in the user interface 13 mentioned in the embodiment of Figure 3D or Figure 3I.
  • the second operation of the second application information may be the operation 1 of the application 1 mentioned in the embodiment of Figure 5.
  • the second operation is an operation on the second application information in the third interface.
  • the second operation of the second application information may be an operation triggered on the icon or name of the application 21 in the user interface 14 mentioned in the embodiment of Figure 3E or Figure 3H.
  • the second operation of the second application information may be the operation 1 of the application 1 mentioned in the embodiment of Figure 5.
  • step 201 can be found in FIG. 3D or FIG. 3I , and the description of S17 in the embodiment of FIG. 5 , which will not be described in detail here.
  • Step 302 in response to the second operation, display the fourth interface of the application market application, the fourth interface includes the details of the second application, the first label category, the second label category, the first application information and the sixth application information, the sixth application information includes the name and icon of the sixth application, and the label category of the sixth application is the second label category.
  • the fourth interface is a user interface of the application market application.
  • the fourth interface is used to display the details of the second application. This application does not limit the specific implementation of the fourth interface.
  • the third interface is different from the fourth interface.
  • the fourth interface may be the user interface 15 mentioned in the embodiment of FIG. 3F.
  • the fourth interface may be the details page of the application 1 mentioned in the embodiment of FIG. 5.
  • the fourth interface may be the details content of the application 1 in S21 mentioned in the embodiment of FIG. 5 and the tag clustering application list.
  • the details of the second application may be the details of application 21 in area 1171 and area 1172 mentioned in the embodiment of FIG3F .
  • the details of the second application may be the details of application 1 mentioned in the embodiment of FIG5 .
  • the sixth application information is information related to the sixth application, such as the name and icon of the sixth application.
  • the number of the sixth application can be one or more.
  • the label categories of the multiple applications are all the second label category.
  • the first application information is changed to the third application information, and the content of the second application information is unchanged.
  • the display method of any application information may be changed or not, and this application does not limit this.
  • the content of the first application information does not change, and the second application information becomes the sixth Application information.
  • the display method of any application information may be changed or not changed, and this application does not limit this.
  • the second label category may be the children's game mentioned in the embodiment of Figure 3D or Figure 3I and Figure 3E
  • the second application is application 21 mentioned in the embodiment of Figure 3D or Figure 3I and Figure 3E
  • the sixth application is application 22 mentioned in the embodiment of Figure 3F, or application 22 and application 23.
  • the first label category may be the social game mentioned in the embodiment of Figure 3D or Figure 3I and Figure 3E
  • the first application is application 11 mentioned in the embodiment of Figure 3D or Figure 3I and Figure 3E, or application 11 and application 12.
  • step 202 can be found in FIG. 3F and the description of S21 in the embodiment of FIG. 5 , and will not be elaborated here.
  • the electronic device can display the detailed content of the application, the first tag category, the second tag category, and the name and icon of one or more applications corresponding to each tag category in the third interface.
  • one or more of the second interface, the third interface and the fourth interface can display three or more tag categories, as well as the name and icon of each tag category.
  • the second interface, the third interface and the fourth interface also include a third label category and seventh application information.
  • the seventh application information includes the name and icon of the seventh application.
  • the label category of the seventh application is the third label category.
  • the first label category, the second label category and the third label category are all different.
  • the third tag category is the tag category of the application.
  • the third tag category can refer to the description of the tag category mentioned above.
  • the first tag category, the second tag category and the third tag category are all different.
  • the application corresponding to the first tag category, the application corresponding to the first tag category and the application corresponding to the third tag category are usually different.
  • the first label category, the second label category and the third label category belong to the same category.
  • the first label category, the second label category and the third label category belong to two or three categories.
  • the third label category can be displayed in the form of text, picture, control, etc.
  • the third label category may be the casual game mentioned in the embodiment of FIG. 3D or FIG. 3I, and the seventh application is application 31 mentioned in the embodiment of FIG. 3D or FIG. 3I, or application 31 and application 32.
  • the third label category may be the puzzle game mentioned in the embodiment of FIG. 3D or FIG. 3I, and the seventh application is application 41 mentioned in the embodiment of FIG. 3D or FIG. 3I, or application 41 and application 42.
  • the third label category may be the single-click game mentioned in the embodiment of FIG. 3D or FIG. 3I, and the seventh application is application 51 mentioned in the embodiment of FIG. 3D or FIG. 3I, or application 51 and application 52.
  • the third label category may be the stand-alone game mentioned in the embodiment of FIG. 3D or FIG. 3I, and the seventh application is application 61 mentioned in the embodiment of FIG. 3D or FIG. 3I, or application 61 and application 62.
  • the tag category of the application is ranked first.
  • Other tag categories can be displayed according to the ranking in the search result page.
  • the ranking of each tag category is related to the historical operation behavior of each tag category.
  • the ranking of each tag category is also related to the popularity of the application of each tag category.
  • the implementation process of the ranking of each tag category can be found in the description of the server sorting multiple tag categories, which will not be repeated here.
  • the order of the multiple tag categories in the second interface is the same as the order of the multiple tag categories in the third interface.
  • the order of the multiple tag categories in the second interface is different from the order of the multiple tag categories in the fourth interface.
  • the first label category, the second label category, and the third label category are sorted in the second interface and the third interface in the first sorting order.
  • the first label category, the second label category, and the third label category are sorted in the fourth interface in the second sorting order.
  • the first sorting is that the first tag category is before the second tag category, and the second tag category is before the third tag category.
  • the second sorting is that the second tag category is before the first tag category, and the first tag category is before the third tag category.
  • one label category is located before another label category can be understood as that the area where one label category is located is above/to the left of the area where the other label category is located.
  • the application recommendation method of the present application may further include:
  • Step 401 Receive a third operation for a first tag category.
  • the third operation of the first tag category is used to trigger the display of multiple applications corresponding to the first tag category.
  • the third operation may be an operation triggered on the text or control of the first label category.
  • the type of the third operation may include but is not limited to click, double-click, long press, etc.
  • the third operation of the first label category may be an operation triggered on the control 1054 or the control 1064 in the user interface 13 mentioned in the embodiment of FIG. 3D or FIG. 3I.
  • the first operation of the first application information may be an operation triggered on the control 1132 or the control 1142 in the user interface 14 mentioned in the embodiment of FIG. 3E.
  • step 401 can be found in the description of the embodiments of FIG. 3D to FIG. 3E and FIG. 3I , and will not be described in detail here.
  • Step 402 In response to the third operation, a fifth interface of the application market application is displayed, the fifth interface includes a first application recommendation list, the first application recommendation list includes multiple applications, and the label category of each application is the first label category.
  • the fifth interface is a user interface of the application market application.
  • the fifth interface is used to display multiple applications corresponding to the first tag category.
  • the present application does not limit the specific implementation of the fifth interface.
  • the fifth interface can be the user interface 16 mentioned in the embodiment of FIG. 3G.
  • step 402 can be found in the description of the embodiment of FIG. 3G , which will not be described in detail here.
  • the electronic device can display multiple applications corresponding to the tag category in the fifth interface.
  • the fifth interface also includes a first label category and a second label category.
  • the first label category may be the control 1211 in the user interface 16 mentioned in the embodiment of FIG. 3G
  • the second label category may be the control 1212 or the control 1213 in the user interface 16 mentioned in the embodiment of FIG. 3G.
  • the electronic device may display multiple applications corresponding to another tag category in the sixth interface, thereby achieving switching between applications corresponding to different tag categories.
  • a feasible implementation of S102 may include:
  • Step 501 Send search content to the server.
  • step 501 can refer to the description of S12 in the embodiment of Figure 5, which will not be repeated here.
  • Step 502 Receive a first tag category, a second tag category, first application information, and second application information from a server.
  • the specific implementation methods of the first tag category, the second tag category, the first application information and the second application information can refer to the description of the tag clustering application list in the embodiment of Figure 5, and step 502 can refer to the description of S15 in the embodiment of Figure 5, which will not be repeated here.
  • Step 503 Display the first label category, the second label category, the first application information, and the second application information in the second interface.
  • step 503 can refer to the description of S16 in the embodiment of Figure 5, and will not be repeated here.
  • the electronic device can display multiple tag categories and the name and icon of the application program of each tag category in the result page of the search content through interaction with the server.
  • the present application provides an application recommendation device, comprising one or more modules for executing the application recommendation method in the foregoing embodiments.
  • the present application provides a communication system, including: an electronic device and a server; the communication system can refer to the description of the communication system shown in Figure 4 above, the electronic device can refer to the description of the electronic device shown in Figures 1-6 above, and the server can refer to the description of the server shown in Figures 1-6 above.
  • the present application provides an electronic device, including: a memory and a processor; the memory is used to store program instructions; the processor is used to call the program instructions in the memory so that the electronic device executes the application recommendation method in the above embodiment.
  • the present application provides a chip system, which is applied to an electronic device including a memory, a display screen and a sensor; the chip system includes: a processor; when the processor executes computer instructions stored in the memory, the electronic device executes the application recommendation method in the previous embodiment.
  • the present application provides a computer-readable storage medium having a computer program stored thereon, and when the computer program is executed by a processor in an electronic device, the application recommendation method in the foregoing embodiment is implemented.
  • the present application provides a computer program product, including: execution instructions, the execution instructions are stored in a readable storage medium, at least one processor of an electronic device can read the execution instructions from the readable storage medium, and at least one processor executes the execution instructions so that the electronic device implements the application recommendation method in the foregoing embodiment.
  • all or part of the functions can be implemented by software, hardware, or a combination of software and hardware.
  • software When implemented using software, it can 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 computer can be a general-purpose computer, a special-purpose computer, a computer network, or other programmable device.
  • the computer instructions can be stored in a computer-readable storage medium.
  • the computer-readable storage medium can be any available medium that a computer can access or a data storage device such as a server or a data center that includes one or more available media integrated.
  • the available medium can be a magnetic medium (e.g., a floppy disk, a hard disk, a tape), an optical medium (e.g., a DVD), or a semiconductor medium (e.g., a solid state drive (SSD)), etc.
  • a magnetic medium e.g., a floppy disk, a hard disk, a tape
  • an optical medium e.g., a DVD
  • a semiconductor medium e.g., a solid state drive (SSD)
  • the processes can be completed by a computer program to instruct the relevant hardware, and the program can be stored in a computer-readable storage medium.
  • the program When the program is executed, it can include the processes of the above-mentioned method embodiments.
  • the aforementioned storage medium includes: a read-only memory (ROM) or a random access memory (RAM), a magnetic disk or an optical disk, and other media that can store program codes.

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Abstract

本申请提供一种应用程序推荐方法和电子设备。该方法包括：接收在应用市场应用程序的第一界面中输入的搜索内容；响应于搜索内容，显示应用市场应用程序的第二界面，第二界面包括第一标签类别、第二标签类别、第一应用程序信息和第二应用程序信息，第一应用程序信息包括第一应用程序的名称和图标，第二应用程序信息包括第二应用程序的名称和图标，第一应用程序的标签类别为第一标签类别，第二应用程序的标签类别为第二标签类别，第一标签类别与第二标签类别不同。从而，可按照多个标签类别聚类化地推荐应用程序，引导用户进行层叠式的搜索，缩短用户搜索应用程序的路径，使得用户能够快速搜索到想要下载并安装的应用程序。

Description

应用程序推荐方法和电子设备
本申请要求于2022年09月30日提交国家知识产权局、申请号为202211209032.3、申请名称为“应用程序推荐方法和电子设备”的中国专利申请的优先权，其全部内容通过引用结合在本申请中。
技术领域
本申请涉及终端技术领域，尤其涉及一种应用程序推荐方法和电子设备。
背景技术
随着电子设备的性能提升，市面上涌入，如例如，新闻、书籍、娱乐等类别的应用程序(application，APP)。应用程序的种类繁多且功能复杂，给用户在搜索上带来了一定的困难。
目前，用户每次搜索后，电子设备可平铺式地展示相关的应用程序。用户浏览了某个应用程序后，电子设备会退回至搜索起始页，需要用户重新搜索相关的应用程序。
然而，上述重复搜索的过程，造成不好的用户搜索体验，不便于用户查询到感兴趣的应用程序，导致电子设备的推荐效果不佳。
发明内容
本申请提供一种应用程序推荐方法和电子设备，可按照多个标签类别聚类化地推荐应用程序，使得用户能够快速搜索到感兴趣的应用程序。
第一方面，本申请提供一种应用程序推荐方法，应用于电子设备。该方法包括：
接收在应用市场应用程序的第一界面中输入的搜索内容；
响应于搜索内容，显示应用市场应用程序的第二界面，第二界面包括第一标签类别、第二标签类别、第一应用程序信息和第二应用程序信息，第一应用程序信息包括第一应用程序的名称和图标，第二应用程序信息包括第二应用程序的名称和图标，第一应用程序的标签类别为第一标签类别，第二应用程序的标签类别为第二标签类别，第一标签类别与第二标签类别不同。
通过第一方面提供的应用程序推荐方法，电子设备接收在应用市场应用程序的第一界面中输入的搜索内容。根据搜索内容与应用程序和/或标识类别之间的关联关系，可展示第一标签类别、第二标签类别、第一标签类别对应的第一应用程序的名称和图标、以及第二标签类别对应的第二应用程序的名称和图标。从而，使得用户能够层次化地查看到多个标识类别的应用程序，有利于吸引用户继续查看或下载应用程序，还使得用户能够比对多个标识类别的应用程序，有益于用户进行准确区分和快速选择，提升了应用推荐的用户检索体验，增加了应用程序推荐的转化率。
另外，还可准确地推荐与搜索内容相关的应用程序，提升了应用程序推荐的相关性，降低了推荐与搜索内容无关的应用的几率，增加了推荐的应用程序的查询量、点击率和下载量，给用户带来了更佳的推荐体验。
其中，上述的应用市场应用程序可替换为应用市场网页版本和/或应用市场公众号。为了便于说明，本申请以应用市场应用程序进行举例示意。
在一种可能的设计中，上述的关联关系可理解为第一标签类别和/或第二标签类别与搜索内容相关，和/或，第一应用程序信息和第二应用程序信息与搜索内容相关。
在一种可能的设计中，该方法还包括：
接收在第二界面中针对于第一应用程序信息的第一操作；
响应于第一操作，显示应用市场应用程序的第三界面，第三界面包括第一应用程序的详情内容、第一标签类别、第二标签类别、第三应用程序信息和第二应用程序信息，第三应用程序信息包括第三应用程序的名称和图标，第三应用程序的标签类别为第一标签类别。
由此，电子设备在接收到第二界面中查看第一标签类别中的任意一个应用程序的操作后，可 在第三界面中显示该应用程序的详细内容、第一标签类别、第二标签类别、以及每个标签类别对应的一个或多个应用程序的名称和图标。
在一种可能的设计中，第三界面还包括第四应用程序信息，第四应用程序信息包括第四应用程序的名称和图标，第四应用程序的标签类别为第一标签类别。
在一种可能的设计中，第三界面还包括第五应用程序信息，第五应用程序信息包括第五应用程序的名称和图标，第五应用程序的标签类别为第二标签类别。
由此，第三界面与第二界面中展示的如标签类别的数量、标签类别的种类、任意一个标签类别对应的应用程序的数量和类型等参数可相同或不同。另外，前述参数的展示方式也可相同或不同。从而，丰富了界面的展示。
在一种可能的设计中，该方法还包括：
接收第二操作；
响应于第二操作，显示应用市场应用程序的第四界面，第四界面包括第二应用程序的详情内容、第一标签类别、第二标签类别、第一应用程序信息和第六应用程序信息，第六应用程序信息包括第六应用程序的名称和图标，第六应用程序的标签类别为第二标签类别。
由此，电子设备在接收到查看第二标签类别中的任意一个应用程序的操作后，可在第三界面中显示该应用程序的详细内容、第一标签类别、第二标签类别、以及每个标签类别对应的一个或多个应用程序的名称和图标。
在一种可能的设计中，第二操作为在第二界面和/或第三界面中针对于第二应用程序信息的操作。
在一种可能的设计中，第二界面、第三界面和第四界面还包括第三标签类别和第七应用程序信息，第七应用程序信息包括第七应用程序的名称和图标，第七应用程序的标签类别为第三标签类别。
在一种可能的设计中，
第一标签类别、第二标签类别和第三标签类别在第二界面中的排序为第一排序，第一排序为第一标签类别在第二标签类别之前，第二标签类别在第三标签类别之前；
第一标签类别、第二标签类别和第三标签类别在第四界面中的排序为第二排序，第二排序为第二标签类别在第一标签类别之前，第一标签类别在第三标签类别之前。
在一种可能的设计中，第一标签类别、第二标签类别和第三标签类别在第二界面和第三界面中的排序均为第一排序，第一排序为第一标签类别在第二标签类别之前，第二标签类别在第三标签类别之前。
在一种可能的设计中，每个标签类别的排序与每个标签类别的历史操作行为相关。
在一种可能的设计中，该方法还包括：
接收针对于第一标签类别的第三操作；
响应第三操作，显示应用市场应用程序的第五界面，第五界面包括第一应用推荐列表，第一应用推荐列表包括多个应用程序，每个应用程序的标签类别为第一标签类别。
由此，电子设备在接收到第二界面、第三界面、或第四界面中的任意一个界面中查看任意一个标签类别的操作后，可在第五界面中显示该标签类别对应的多个应用程序。
在一种可能的设计中，第五界面还包括第一标签类别和第二标签类别。
在一种可能的设计中，第一应用程序信息还包括第一应用程序的控件；该方法还包括：
接收针对于第一应用程序的控件的第四操作；
响应于第四操作，在电子设备中安装或更新第一应用程序。
在一种可能的设计中，响应于搜索内容，显示应用市场应用程序的第二界面，包括：
向服务器发送搜索内容；
从服务器接收第一标签类别、第二标签类别、第一应用程序信息和第二应用程序信息；
在第二界面中显示第一标签类别、第二标签类别、第一应用程序信息和第二应用程序信息。
由此，电子设备通过与服务器的交互，可在搜索内容的结果页中显示多个标签类别以及每个标签类别的应用程序的名称和图标。
第二方面，本申请提供一种应用程序推荐装置，包括：用于执行第一方面及第一方面任一种可能的设计中的应用程序推荐方法的模块。
第三方面，本申请提供一种电子设备，包括：存储器和处理器；存储器用于存储程序指令；处理器用于调用存储器中的程序指令使得电子设备执行第一方面及第一方面任一种可能的设计中的应用程序推荐方法。
第四方面，本申请提供一种芯片系统，芯片系统应用于包括存储器、显示屏和传感器的电子设备；芯片系统包括：处理器；当处理器执行存储器中存储的计算机指令时，电子设备执行第一方面及第一方面任一种可能的设计中的应用程序推荐方法。
第五方面，本申请提供一种计算机可读存储介质，其上存储有计算机程序，计算机程序被处理器使得电子设备执行时实现第一方面及第一方面任一种可能的设计中的应用程序推荐方法。
第六方面，本申请提供一种计算机程序产品，包括：执行指令，执行指令存储在可读存储介质中，电子设备的至少一个处理器可以从可读存储介质读取执行指令，至少一个处理器执行执行指令使得电子设备实现第一方面及第一方面任一种可能的设计中的应用程序推荐方法。
附图说明
图1为本申请一实施例提供的一种电子设备的结构示意图；
图2为本申请一实施例提供的一种电子设备的软件结构框图；
图3A-图3I为本申请一实施例提供的人机交互界面示意图；
图4为本申请一实施例提供的一种通信系统的架构示意图；
图5为本申请一实施例提供的一种应用程序推荐方法的信令交互图；
图6为本申请提供的一种应用程序推荐方法的流程示意图。
具体实施方式
本申请中，“至少一个”是指一个或者多个，“多个”是指两个或两个以上。“和/或”，描述关联对象的关联关系，表示可以存在三种关系，例如，A和/或B，可以表示：单独存在A，同时存在A和B，单独存在B的情况，其中A，B可以是单数或者复数。字符“/”一般表示前后关联对象是一种“或”的关系。“以下至少一项(个)”或其类似表达，是指的这些项中的任意组合，包括单项(个)或复数项(个)的任意组合。例如，单独a，单独b或单独c中的至少一项(个)，可以表示：单独a，单独b，单独c，组合a和b，组合a和c，组合b和c，或组合a、b和c，其中a，b，c可以是单个，也可以是多个。此外，术语“第一”、“第二”仅用于描述目的，而不能理解为指示或暗示相对重要性。术语“中心”、“纵向”、“横向”、“上”、“下”、“左”、“右”、“前”、“后”等指示的方位或位置关系为基于附图所示的方位或位置关系，仅是为了便于描述本申请和简化描述，而不是指示或暗示所指的装置或元件必须具有特定的方位、以特定的方位构造和操作，因此不能理解为对本申请的限制。
本申请提供一种应用程序推荐方法、电子设备、芯片系统、计算机可读存储介质以及计算机程序产品，可利用类目-标签的聚类规则，根据每个应用程序的标签对多个应用程序进行聚类，即将同一个类目中的多个应用程序聚类为不同标签类别的应用程序。其中，任意一个类目可以包括多个标签类别。每一个应用程序可包括一个或多个标签类别。
从而，可按照多个标签类别聚类化地推荐应用程序，引导用户进行层叠式的搜索，缩短用户搜索应用程序的路径，使得用户能够快速搜索到想要下载并安装的应用程序。
响应于用户在搜索页中输入的搜索内容，电子设备可在结果页中推荐与该搜索内容关联的多个标签类别的应用程序。其中，多个标签类别为同一个类目中的不同标签类别，或者，多个标签类别为不同类目中的不同标签类别。从而，可层叠式地展示某个类目中的多个标签类别的应用程序，实现用户精细化地搜索应用程序，有利于引导用户进行不同标签类别的应用程序的比对，还引导用户进行多个标签类别的应用程序的下载并安装。
响应于用户在结果页中查看某个应用程序，电子设备可在详情页中展示该应用程序的详情内容，并继续在该详情页中推荐与该搜索内容关联的多个标签类别的应用程序。从而，在展示任意 一个应用程序的详情内容时，还可继续层叠式地展示某个类目中的多个标签类别的应用程序，有利于持续实现用户精细化地搜索应用程序，无需回退到搜索页并通过用户修改搜索内容再次进行搜索。
另外，响应于用户在结果页和/或详情页中查看某个标签类别的应用程序，电子设备可在展开页中推荐该标签类别的多个应用程序。从而，可平铺式地展示某个类目中的任意一个标签类别的多个应用程序，方便用户快速查找到想要下载并安装的应用程序。
此外，电子设备可在展开页中推荐任意一个标签类别的应用程序时，还可提供其他标签类别的应用程序的入口，方便用户切换到想要查看的其他标签类别的应用程序。
其中，其他标签类别与前述的多个标签类别可属于同一个类目，也可属于不同类目，本申请对此不做限定。
其中，电子设备可以是手机、平板电脑、笔记本电脑、可穿戴设备、车载设备、增强现实(augmented reality，AR)/虚拟现实(virtual reality，VR)设备、超级移动个人计算机(ultra-mobile personal computer，UMPC)、上网本、个人数字助理(personal digital assistant，PDA)、智能电视、智慧屏、高清电视、4K电视、智能音箱、智能投影仪等设备，本申请对电子设备的具体类型不作任何限制。
下面以电子设备为手机为例，结合图1，介绍本申请涉及的电子设备。
请参阅图1，图1为本申请一实施例提供的一种电子设备的结构示意图。如图1所示，电子设备100可以包括处理器110，外部存储器接口120，内部存储器121，通用串行总线(universal serial bus，USB)接口130，充电管理模块140，电源管理模块141，电池142，天线1，天线2，移动通信模块150，无线通信模块160，音频模块170，扬声器170A，受话器170B，麦克风170C，耳机接口170D，传感器模块180，按键190，马达191，指示器192，摄像头193，显示屏194，以及用户标识模块(subscriber identification module，SIM)卡接口195等。其中传感器模块180可以包括压力传感器180A，陀螺仪传感器180B，气压传感器180C，磁传感器180D，加速度传感器180E，距离传感器180F，接近光传感器180G，指纹传感器180H，温度传感器180J，触摸传感器180K，环境光传感器180L，骨传导传感器180M等。
可以理解的是，本申请示意的结构并不构成对电子设备100的具体限定。在另一些实施例中，电子设备100可以包括比图示更多或更少的部件，或者组合某些部件，或者拆分某些部件，或者不同的部件布置。图示的部件可以以硬件，软件或软件和硬件的组合实现。
处理器110可以包括一个或多个处理单元，例如：处理器110可以包括应用处理器(application processor，AP)，调制解调处理器，图形处理器(graphics processing unit，GPU)，图像信号处理器(image signal processor，ISP)，控制器，存储器，视频编解码器，数字信号处理器(digital signal processor，DSP)，基带处理器，和/或神经网络处理器(neural-network processing unit，NPU)等。其中，不同的处理单元可以是独立的器件，也可以集成在一个或多个处理器中。
其中，控制器可以是电子设备100的神经中枢和指挥中心。控制器可以根据指令操作码和时序信号，产生操作控制信号，完成取指令和执行指令的控制。
处理器110中还可以设置存储器，用于存储指令和数据。在一些实施例中，处理器110中的存储器为高速缓冲存储器。该存储器可以保存处理器110刚用过或循环使用的指令或数据。如果处理器110需要再次使用该指令或数据，可从所述存储器中直接调用。避免了重复存取，减少了处理器110的等待时间，因而提高了系统的效率。
在一些实施例中，处理器110可以包括一个或多个接口。接口可以包括集成电路(inter-integrated circuit，I2C)接口，集成电路内置音频(inter-integrated circuit sound，I2S)接口，脉冲编码调制(pulse code modulation，PCM)接口，通用异步收发传输器(universal asynchronous receiver/transmitter，UART)接口，移动产业处理器接口(mobile industry processor interface，MIPI)，通用输入输出(general-purpose input/output，GPIO)接口，用户标识模块(subscriber identity module，SIM)接口，和/或通用串行总线(universal serial bus，USB)接口等。
I2C接口是一种双向同步串行总线，包括一根串行数据线(serial data line，SDA)和一根串行时钟线(derail clock line，SCL)。在一些实施例中，处理器110可以包含多组I2C总线。处理 器110可以通过不同的I2C总线接口分别耦合触摸传感器180K，充电器，闪光灯，摄像头193等。例如：处理器110可以通过I2C接口耦合触摸传感器180K，使处理器110与触摸传感器180K通过I2C总线接口通信，实现电子设备100的触摸功能。
I2S接口可以用于音频通信。在一些实施例中，处理器110可以包含多组I2S总线。处理器110可以通过I2S总线与音频模块170耦合，实现处理器110与音频模块170之间的通信。在一些实施例中，音频模块170可以通过I2S接口向无线通信模块160传递音频信号，实现通过蓝牙耳机接听电话的功能。
PCM接口也可以用于音频通信，将模拟信号抽样，量化和编码。在一些实施例中，音频模块170与无线通信模块160可以通过PCM总线接口耦合。在一些实施例中，音频模块170也可以通过PCM接口向无线通信模块160传递音频信号，实现通过蓝牙耳机接听电话的功能。所述I2S接口和所述PCM接口都可以用于音频通信。
UART接口是一种通用串行数据总线，用于异步通信。该总线可以为双向通信总线。它将要传输的数据在串行通信与并行通信之间转换。在一些实施例中，UART接口通常被用于连接处理器110与无线通信模块160。例如：处理器110通过UART接口与无线通信模块160中的蓝牙模块通信，实现蓝牙功能。在一些实施例中，音频模块170可以通过UART接口向无线通信模块160传递音频信号，实现通过蓝牙耳机播放音乐的功能。
MIPI接口可以被用于连接处理器110与显示屏194，摄像头193等外围器件。MIPI接口包括摄像头串行接口(camera serial interface，CSI)，显示屏串行接口(display serial interface，DSI)等。在一些实施例中，处理器110和摄像头193通过CSI接口通信，实现电子设备100的拍摄功能。处理器110和显示屏194通过DSI接口通信，实现电子设备100的显示功能。
GPIO接口可以通过软件配置。GPIO接口可以被配置为控制信号，也可被配置为数据信号。在一些实施例中，GPIO接口可以用于连接处理器110与摄像头193，显示屏194，无线通信模块160，音频模块170，传感器模块180等。GPIO接口还可以被配置为I2C接口，I2S接口，UART接口，MIPI接口等。
USB接口130是符合USB标准规范的接口，具体可以是Mini USB接口，Micro USB接口，USB Type C接口等。USB接口130可以用于连接充电器为电子设备100充电，也可以用于电子设备100与外围设备之间传输数据。也可以用于连接耳机，通过耳机播放音频。该接口还可以用于连接其他电子设备，例如AR设备等。
可以理解的是，本申请示意的各模块间的接口连接关系，只是示意性说明，并不构成对电子设备100的结构限定。在另一些实施例中，电子设备100也可以采用上述实施例中不同的接口连接方式，或多种接口连接方式的组合。
充电管理模块140用于从充电器接收充电输入。其中，充电器可以是无线充电器，也可以是有线充电器。在一些有线充电的实施例中，充电管理模块140可以通过USB接口130接收有线充电器的充电输入。在一些无线充电的实施例中，充电管理模块140可以通过电子设备100的无线充电线圈接收无线充电输入。充电管理模块140为电池142充电的同时，还可以通过电源管理模块141为电子设备供电。
电源管理模块141用于连接电池142，充电管理模块140与处理器110。电源管理模块141接收电池142和/或充电管理模块140的输入，为处理器110，内部存储器121，外部存储器，显示屏194，摄像头193，和无线通信模块160等供电。电源管理模块141还可以用于监测电池容量，电池循环次数，电池健康状态(漏电，阻抗)等参数。在其他一些实施例中，电源管理模块141也可以设置于处理器110中。在另一些实施例中，电源管理模块141和充电管理模块140也可以设置于同一个器件中。
电子设备100的无线通信功能可以通过天线1，天线2，移动通信模块150，无线通信模块160，调制解调处理器以及基带处理器等实现。
天线1和天线2用于发射和接收电磁波信号。电子设备100中的每个天线可用于覆盖单个或多个通信频带。不同的天线还可以复用，以提高天线的利用率。例如：可以将天线1复用为无线局域网的分集天线。在另外一些实施例中，天线可以和调谐开关结合使用。
移动通信模块150可以提供应用在电子设备100上的包括2G/3G/4G/5G等无线通信的解决方案。移动通信模块150可以包括至少一个滤波器，开关，功率放大器，低噪声放大器(low noise amplifier，LNA)等。移动通信模块150可以由天线1接收电磁波，并对接收的电磁波进行滤波，放大等处理，传送至调制解调处理器进行解调。移动通信模块150还可以对经调制解调处理器调制后的信号放大，经天线1转为电磁波辐射出去。在一些实施例中，移动通信模块150的至少部分功能模块可以被设置于处理器110中。在一些实施例中，移动通信模块150的至少部分功能模块可以与处理器110的至少部分模块被设置在同一个器件中。
调制解调处理器可以包括调制器和解调器。其中，调制器用于将待发送的低频基带信号调制成中高频信号。解调器用于将接收的电磁波信号解调为低频基带信号。随后解调器将解调得到的低频基带信号传送至基带处理器处理。低频基带信号经基带处理器处理后，被传递给应用处理器。应用处理器通过音频设备(不限于扬声器170A，受话器170B等)输出声音信号，或通过显示屏194显示图像或视频。在一些实施例中，调制解调处理器可以是独立的器件。在另一些实施例中，调制解调处理器可以独立于处理器110，与移动通信模块150或其他功能模块设置在同一个器件中。
无线通信模块160可以提供应用在电子设备100上的包括无线局域网(wireless local area networks，WLAN)(如无线保真(wireless fidelity，Wi-Fi)网络)，蓝牙(bluetooth，BT)，全球导航卫星系统(global navigation satellite system，GNSS)，调频(frequency modulation，FM)，近距离无线通信技术(near field communication，NFC)，红外技术(infrared，IR)等无线通信的解决方案。无线通信模块160可以是集成至少一个通信处理模块的一个或多个器件。无线通信模块160经由天线2接收电磁波，将电磁波信号调频以及滤波处理，将处理后的信号发送到处理器110。无线通信模块160还可以从处理器110接收待发送的信号，对其进行调频，放大，经天线2转为电磁波辐射出去。
在一些实施例中，电子设备100的天线1和移动通信模块150耦合，天线2和无线通信模块160耦合，使得电子设备100可以通过无线通信技术与网络以及其他设备通信。所述无线通信技术可以包括全球移动通讯系统(global system for mobile communications，GSM)，通用分组无线服务(general packet radio service，GPRS)，码分多址接入(code division multiple access，CDMA)，宽带码分多址(wideband code division multiple access，WCDMA)，时分码分多址(time-division code division multiple access，TD-SCDMA)，长期演进(long term evolution，LTE)，BT，GNSS，WLAN，NFC，FM，和/或IR技术等。所述GNSS可以包括全球卫星定位系统(global positioning system，GPS)，全球导航卫星系统(global navigation satellite system，GLONASS)，北斗卫星导航系统(beidou navigation satellite system，BDS)，准天顶卫星系统(quasi-zenith satellite system，QZSS)和/或星基增强系统(satellite based augmentation systems，SBAS)。
电子设备100通过GPU，显示屏194，以及应用处理器等实现显示功能。GPU为图像处理的微处理器，连接显示屏194和应用处理器。GPU用于执行数学和几何计算，用于图形渲染。处理器110可包括一个或多个GPU，其执行程序指令以生成或改变显示信息。
显示屏194用于显示图像，视频等。显示屏194包括显示面板。显示面板可以采用液晶显示屏(liquid crystal display，LCD)，有机发光二极管(organic light-emitting diode，OLED)，有源矩阵有机发光二极体或主动矩阵有机发光二极体(active-matrix organic light emitting diode的，AMOLED)，柔性发光二极管(flex light-emitting diode，FLED)，Miniled，MicroLed，Micro-oLed，量子点发光二极管(quantum dot light emitting diodes，QLED)等。在一些实施例中，电子设备100可以包括1个或N个显示屏194，N为大于1的正整数。
电子设备100可以通过ISP，摄像头193，视频编解码器，GPU，显示屏194以及应用处理器等实现拍摄功能。
ISP用于处理摄像头193反馈的数据。例如，拍照时，打开快门，光线通过镜头被传递到摄像头感光元件上，光信号转换为电信号，摄像头感光元件将所述电信号传递给ISP处理，转化为肉眼可见的图像。ISP还可以对图像的噪点，亮度，肤色进行算法优化。ISP还可以对拍摄场景的曝光，色温等参数优化。在一些实施例中，ISP可以设置在摄像头193中。
摄像头193用于捕获静态图像或视频。物体通过镜头生成光学图像投射到感光元件。感光元件可以是电荷耦合器件(charge coupled device，CCD)或互补金属氧化物半导体(complementary metal-oxide-semiconductor，CMOS)光电晶体管。感光元件把光信号转换成电信号，之后将电信号传递给ISP转换成数字图像信号。ISP将数字图像信号输出到DSP加工处理。DSP将数字图像信号转换成标准的RGB，YUV等格式的图像信号。在一些实施例中，电子设备100可以包括1个或N个摄像头193，N为大于1的正整数。
数字信号处理器用于处理数字信号，除了可以处理数字图像信号，还可以处理其他数字信号。例如，当电子设备100在频点选择时，数字信号处理器用于对频点能量进行傅里叶变换等。
视频编解码器用于对数字视频压缩或解压缩。电子设备100可以支持一种或多种视频编解码器。这样，电子设备100可以播放或录制多种编码格式的视频，例如：动态图像专家组(moving picture experts group，MPEG)1，MPEG2，MPEG3，MPEG4等。
NPU为神经网络(neural-network，NN)计算处理器，通过借鉴生物神经网络结构，例如借鉴人脑神经元之间传递模式，对输入信息快速处理，还可以不断的自学习。通过NPU可以实现电子设备100的智能认知等应用，例如：图像识别，人脸识别，语音识别，文本理解等。
外部存储器接口120可以用于连接外部存储卡，例如Micro SD卡，实现扩展电子设备100的存储能力。外部存储卡通过外部存储器接口120与处理器110通信，实现数据存储功能。例如将音乐，视频等文件保存在外部存储卡中。
内部存储器121可以用于存储计算机可执行程序代码，所述可执行程序代码包括指令。处理器110通过运行存储在内部存储器121的指令，从而执行电子设备100的各种功能应用以及数据处理。内部存储器121可以包括存储程序区和存储数据区。其中，存储程序区可存储操作系统，至少一个功能所需的应用程序(比如声音播放功能，图像播放功能等)等。存储数据区可存储电子设备100使用过程中所创建的数据(比如音频数据，电话本等)等。此外，内部存储器121可以包括高速随机存取存储器，还可以包括非易失性存储器，例如至少一个磁盘存储器件，闪存器件，通用闪存存储器(universal flash storage，UFS)等。
电子设备100可以通过音频模块170，扬声器170A，受话器170B，麦克风170C，耳机接口170D，以及应用处理器等实现音频功能。例如音乐播放，录音等。
音频模块170用于将数字音频信息转换成模拟音频信号输出，也用于将模拟音频输入转换为数字音频信号。音频模块170还可以用于对音频信号编码和解码。在一些实施例中，音频模块170可以设置于处理器110中，或将音频模块170的部分功能模块设置于处理器110中。
扬声器170A，也称“喇叭”，用于将音频电信号转换为声音信号。电子设备100可以通过扬声器170A收听音乐，或收听免提通话。
受话器170B，也称“听筒”，用于将音频电信号转换成声音信号。当电子设备100接听电话或语音信息时，可以通过将受话器170B靠近人耳接听语音。
麦克风170C，也称“话筒”，“传声器”，用于将声音信号转换为电信号。当拨打电话或发送语音信息时，用户可以通过人嘴靠近麦克风170C发声，将声音信号输入到麦克风170C。电子设备100可以设置至少一个麦克风170C。在另一些实施例中，电子设备100可以设置两个麦克风170C，除了采集声音信号，还可以实现降噪功能。在另一些实施例中，电子设备100还可以设置三个，四个或更多麦克风170C，实现采集声音信号，降噪，还可以识别声音来源，实现定向录音功能等。
耳机接口170D用于连接有线耳机。耳机接口170D可以是USB接口130，也可以是3.5mm的开放移动电子设备平台(open mobile terminal platform，OMTP)标准接口，美国蜂窝电信工业协会(cellular telecommunications industry association of the USA，CTIA)标准接口。
压力传感器180A用于感受压力信号，可以将压力信号转换成电信号。在一些实施例中，压力传感器180A可以设置于显示屏194。压力传感器180A的种类很多，如电阻式压力传感器，电感式压力传感器，电容式压力传感器等。电容式压力传感器可以是包括至少两个具有导电材料的平行板。当有力作用于压力传感器180A，电极之间的电容改变。电子设备100根据电容的变化确定压力的强度。当有触摸操作作用于显示屏194，电子设备100根据压力传感器180A检测所述触摸操作强度。电子设备100也可以根据压力传感器180A的检测信号计算触摸的位置。在一些实 施例中，作用于相同触摸位置，但不同触摸操作强度的触摸操作，可以对应不同的操作指令。例如：当有触摸操作强度小于第一压力阈值的触摸操作作用于短消息应用图标时，执行查看短消息的指令。当有触摸操作强度大于或等于第一压力阈值的触摸操作作用于短消息应用图标时，执行新建短消息的指令。
陀螺仪传感器180B可以用于确定电子设备100的运动姿态。在一些实施例中，可以通过陀螺仪传感器180B确定电子设备100围绕三个轴(即，x，y和z轴)的角速度。陀螺仪传感器180B可以用于拍摄防抖。示例性的，当按下快门，陀螺仪传感器180B检测电子设备100抖动的角度，根据角度计算出镜头模组需要补偿的距离，让镜头通过反向运动抵消电子设备100的抖动，实现防抖。陀螺仪传感器180B还可以用于导航，体感游戏场景。
气压传感器180C用于测量气压。在一些实施例中，电子设备100通过气压传感器180C测得的气压值计算海拔高度，辅助定位和导航。
磁传感器180D包括霍尔传感器。电子设备100可以利用磁传感器180D检测翻盖皮套的开合。在一些实施例中，当电子设备100是翻盖机时，电子设备100可以根据磁传感器180D检测翻盖的开合。进而根据检测到的皮套的开合状态或翻盖的开合状态，设置翻盖自动解锁等特性。
加速度传感器180E可检测电子设备100在各个方向上(一般为三轴)加速度的大小。当电子设备100静止时可检测出重力的大小及方向。还可以用于识别电子设备姿态，应用于横竖屏切换，计步器等应用。
距离传感器180F，用于测量距离。电子设备100可以通过红外或激光测量距离。在一些实施例中，拍摄场景，电子设备100可以利用距离传感器180F测距以实现快速对焦。
接近光传感器180G可以包括例如发光二极管(LED)和光检测器，例如光电二极管。发光二极管可以是红外发光二极管。电子设备100通过发光二极管向外发射红外光。电子设备100使用光电二极管检测来自附近物体的红外反射光。当检测到充分的反射光时，可以确定电子设备100附近有物体。当检测到不充分的反射光时，电子设备100可以确定电子设备100附近没有物体。电子设备100可以利用接近光传感器180G检测用户手持电子设备100贴近耳朵通话，以便自动熄灭屏幕达到省电的目的。接近光传感器180G也可用于皮套模式，口袋模式自动解锁与锁屏。
环境光传感器180L用于感知环境光亮度。电子设备100可以根据感知的环境光亮度自适应调节显示屏194亮度。环境光传感器180L也可用于拍照时自动调节白平衡。环境光传感器180L还可以与接近光传感器180G配合，检测电子设备100是否在口袋里，以防误触。
指纹传感器180H用于采集指纹。电子设备100可以利用采集的指纹特性实现指纹解锁，访问应用锁，指纹拍照，指纹接听来电等。
温度传感器180J用于检测温度。在一些实施例中，电子设备100利用温度传感器180J检测的温度，执行温度处理策略。例如，当温度传感器180J上报的温度超过阈值，电子设备100执行降低位于温度传感器180J附近的处理器的性能，以便降低功耗实施热保护。在另一些实施例中，当温度低于另一阈值时，电子设备100对电池142加热，以避免低温导致电子设备100异常关机。在其他一些实施例中，当温度低于又一阈值时，电子设备100对电池142的输出电压执行升压，以避免低温导致的异常关机。
触摸传感器180K，也称“触控面板”。触摸传感器180K可以设置于显示屏194，由触摸传感器180K与显示屏194组成触摸屏，也称“触控屏”。触摸传感器180K用于检测作用于其上或附近的触摸操作。触摸传感器可以将检测到的触摸操作传递给应用处理器，以确定触摸事件类型。可以通过显示屏194提供与触摸操作相关的视觉输出。在另一些实施例中，触摸传感器180K也可以设置于电子设备100的表面，与显示屏194所处的位置不同。
骨传导传感器180M可以获取振动信号。在一些实施例中，骨传导传感器180M可以获取人体声部振动骨块的振动信号。骨传导传感器180M也可以接触人体脉搏，接收血压跳动信号。在一些实施例中，骨传导传感器180M也可以设置于耳机中，结合成骨传导耳机。音频模块170可以基于所述骨传导传感器180M获取的声部振动骨块的振动信号，解析出语音信号，实现语音功能。应用处理器可以基于所述骨传导传感器180M获取的血压跳动信号解析心率信息，实现心率检测功能。
按键190包括开机键，音量键等。按键190可以是机械按键。也可以是触摸式按键。电子设备100可以接收按键输入，产生与电子设备100的用户设置以及功能控制有关的键信号输入。
马达191可以产生振动提示。马达191可以用于来电振动提示，也可以用于触摸振动反馈。例如，作用于不同应用(例如拍照，音频播放等)的触摸操作，可以对应不同的振动反馈效果。作用于显示屏194不同区域的触摸操作，马达191也可对应不同的振动反馈效果。不同的应用场景(例如：时间提醒，接收信息，闹钟，游戏等)也可以对应不同的振动反馈效果。触摸振动反馈效果还可以支持自定义。
指示器192可以是指示灯，可以用于指示充电状态，电量变化，也可以用于指示消息，未接来电，通知等。
SIM卡接口195用于连接SIM卡。SIM卡可以通过插入SIM卡接口195，或从SIM卡接口195拔出，实现和电子设备100的接触和分离。电子设备100可以支持1个或N个SIM卡接口，N为大于1的正整数。SIM卡接口195可以支持Nano SIM卡，Micro SIM卡，SIM卡等。同一个SIM卡接口195可以同时插入多张卡。所述多张卡的类型可以相同，也可以不同。SIM卡接口195也可以兼容不同类型的SIM卡。SIM卡接口195也可以兼容外部存储卡。电子设备100通过SIM卡和网络交互，实现通话以及数据通信等功能。在一些实施例中，电子设备100采用eSIM，即：嵌入式SIM卡。eSIM卡可以嵌在电子设备100中，不能和电子设备100分离。
电子设备100的软件系统可以采用分层架构，事件驱动架构，微核架构，微服务架构，或云架构。本申请以分层架构的Android系统为例，示例性说明电子设备100的软件结构。其中，本申请对电子设备的操作系统的类型不做限定。例如，Android系统、Linux系统、Windows系统、iOS系统、鸿蒙操作系统(harmony operating system，鸿蒙OS)等。
请参阅图2，图2为本申请一实施例提供的一种电子设备的软件结构框图。如图2所示，分层架构将软件分成若干个层，每一层都有清晰的角色和分工。层与层之间通过软件接口通信。在一些实施例中，将Android系统分为四层，从上至下分别为应用程序层(APP)，应用程序框架层(APP framework)，安卓运行时(Android runtime)和系统库(libraries)，以及内核层(kernel)。
应用程序层可以包括一系列应用程序包。
如图2所示，应用程序包可以包括相机，图库，日历，通话，地图，导航，WLAN，蓝牙，音乐，视频，游戏，聊天，购物，出行，即时通信(如短信息)，智能家居，设备控制等应用程序(application，APP)。
其中，智能家居应用可用于对具有联网功能的家居设备进行控制或管理。例如，家居设备可以包括电灯、电视和空调。又如，家居设备还可以包括防盗门锁、音箱、扫地机器人、插座、体脂秤、台灯、空气净化器、电冰箱、洗衣机、热水器、微波炉、电饭锅、窗帘、风扇、电视、机顶盒、门窗等。
另外，应用程序包还可以包括：桌面(即主屏幕)，负一屏，控制中心，通知中心等应用程序。
其中，负一屏，又可称为“-1屏”，是指在电子设备的主屏幕向右滑动屏幕，直至滑动至最左侧分屏的用户界面(user interface，UI)。例如，负一屏可以用于放置一些快捷服务功能和通知消息，比如全局搜索、应用程序某个页面的快捷入口(付款码、微信等)、即时信息及提醒(快递信息、支出信息、通勤路况、打车出行信息、日程信息等)及关注动态(足球看台、篮球看台、股票信息等)等。控制中心为电子设备的上滑消息通知栏，即当用户在电子设备的底部开始进行向上滑动的操作时电子设备所显示出的用户界面。通知中心为电子设备的下拉消息通知栏，即当用户在电子设备的顶部开始进行向下操作时电子设备所显示出的用户界面。
应用程序框架层为应用程序层的应用程序提供应用编程接口(application programming interface，API)和编程框架。应用程序框架层包括一些预先定义的函数。
如图2所示，应用程序框架层可以包括窗口管理器，内容提供器，视图系统，电话管理器，资源管理器，通知管理器等。
窗口管理器(window manager)用于管理窗口程序，如管理窗口状态、属性、视图(view)增加、删除、更新、窗口顺序、消息收集和处理等。窗口管理器可以获取显示屏大小，判断是否 有状态栏，锁定屏幕，截取屏幕等。并且，窗口管理器为外界访问窗口的入口。
内容提供器用于存放和获取数据，并使这些数据可以被应用程序访问。所述数据可以包括视频，图像，音频，拨打和接听的电话，浏览历史和书签，电话簿等。
视图系统包括可视控件，例如显示文字的控件，显示图片的控件等。视图系统可用于构建应用程序。显示界面可以由一个或多个视图组成的。例如，包括短信通知图标的显示界面，可以包括显示文字的视图以及显示图片的视图。
电话管理器用于提供电子设备100的通信功能。例如通话状态的管理(包括接通，挂断等)。
资源管理器(resource manager)为应用程序提供各种资源，比如本地化字符串，图标，图片，用户界面的布局文件(layout xml)，视频文件，字体，颜色，用户界面组件(user interface module，UI组件)的身份标识号码(identity document，ID)(也可称为序列号或账号)等。并且，资源管理器用于统一管理前述资源。
通知管理器(notification manager)使应用程序可以在状态栏中显示通知信息，可以用于传达告知类型的消息，可以短暂停留后自动消失，无需用户交互。比如通知管理器被用于告知下载完成，消息提醒等。通知管理器还可以是以图表或者滚动条文本形式出现在系统顶部状态栏的通知，例如后台运行的应用程序的通知，还可以是以对话窗口形式出现在屏幕上的通知。例如在状态栏提示文本信息，发出提示音，电子设备振动，指示灯闪烁等。
安卓运行时包括核心库和虚拟机。安卓运行时负责Android系统的调度和管理。
核心库包含两部分：一部分是java语言需要调用的功能函数，另一部分是Android系统的核心库。
应用程序层和应用程序框架层运行在虚拟机中。虚拟机将应用程序层和应用程序框架层的java文件执行为二进制文件。虚拟机用于执行对象生命周期的管理，堆栈管理，线程管理，安全和异常的管理，以及垃圾回收等功能。
系统库可以包括多个功能模块。例如：表面管理器(surface manager)，媒体库(media libraries)，三维图形处理库(例如：OpenGLES)，2D图形引擎(例如：SGL)，图像处理库和桌面启动器(launcher)等。
表面管理器用于对显示子系统进行管理，并且为多个应用程序提供了2D和3D图层的融合。
媒体库支持多种常用的音频，视频格式回放和录制，以及静态图像文件等。媒体库可以支持多种音视频编码格式，例如：MPEG4，H.264，MP3，AAC，AMR，JPG，PNG等。
三维图形处理库用于实现三维图形绘图，图像渲染，合成和图层处理等。
2D图形引擎是2D绘图的绘图引擎。
内核层是硬件和软件之间的层。内核层至少包含显示驱动，摄像头驱动，音频驱动，传感器驱动。
下面结合利用智能音箱播放声音的场景，示例性说明电子设备100的软件和硬件的工作流程。
当触摸传感器180K接收到触摸操作，相应的硬件中断被发给内核层。内核层将触摸操作加工成原始输入事件(包括触摸坐标，触摸操作的时间戳等信息)。原始输入事件被存储在内核层。应用程序框架层从内核层获取原始输入事件，识别该输入事件所对应的控件。以该触摸操作是触摸单击操作，该单击操作所对应的控件为智能音箱图标的控件为例，智能音箱应用调用应用框架层的接口，启动智能音箱应用，进而通过调用内核层启动音频驱动，通过扬声器170A将音频电信号转换成声音信号。
可以理解的是，本申请示意的结构并不构成对电子设备100的具体限定。在另一些实施例中，电子设备100可以包括比图示更多或更少的部件，或者组合某些部件，或者拆分某些部件，或者不同的部件布置。图示的部件可以以硬件，软件或软件和硬件的组合实现。
基于前述描述，本申请以下实施例将以具有图1和图2所示结构的电子设备为例，结合附图和应用场景，对本申请提供的应用程序推荐方法进行详细阐述。
请参阅图3A-图3I，图3A-图3I为本申请一实施例提供的人机交互界面示意图。为了便于说明，图3A-图3I中，电子设备为手机，手机中安装有应用市场应用程序进行举例示意。
手机可显示如图3A示例性所示的用户界面11。其中，用户界面11可以为桌面的主界面(home screen)，用户界面11可以包括但不限于：状态栏，导航栏，日历指示符，天气指示符，以及多个应用程序图标，例如智慧生活应用程序的图标、音乐应用程序的图标、手机管家应用程序的图标、XX视频应用程序的图标、应用市场应用程序的图标101、备忘录应用程序的图标、XX出行应用程序的图标、图库应用程序的图标、通话应用程序的图标、短信应用程序的图标、浏览器应用程序的图标、相机应用程序的图标等。
手机在检测到用户指示的打开应用市场应用程序的操作(如在图3A所示的应用市场应用程序的图标101上执行点击操作)后，可显示图3B示例性所示的用户界面12。
其中，用户界面12可以为应用市场应用程序的一个用户界面(如主界面)。另外，用户界面12可看作为应用市场应用程序的搜索页。或者，用户界面12可以为应用市场网页版本的一个网页。另外，用户界面12可看作为应用市场网页版本的搜索页。或者，用户界面12可以为应用市场公众号的一个页面。另外，用户界面12可看作为应用市场公众号的搜索页。为了便于说明，本申请采用应用市场应用程序进行举例说明。
图3B中，用户界面12可以包括：搜索框102，搜索框102用于提供搜索查询词(query)入口。
手机在检测到用户想要搜索查询词的操作(如在图3B所示的搜索框102中输入查询词“游戏”的操作)后，可在用户界面12中图3C示例性所示的搜索框102、控件1031、以及窗口104。
其中，搜索框102可以包括：输入框1021、控件1022和控件1023。输入框1021，用于显示通过窗口104输入的查询词。控件1022，用于删除通过窗口104输入的查询词。控件1023，用于提供搜索输入框1021中的查询词的入口。窗口104用于显示键盘，以及向搜索框1021提供输入查询词的入口。控件1031，用于提供返回至图3B所示的用户界面12的入口。
手机在检测到用户指示的搜索查询词“游戏”的操作(如在图3C所示的控件1023上执行点击操作)后，可显示图3D或图3I示例性所示的用户界面13。其中，用户界面13可以为应用市场应用程序的一个用户界面，用户界面13用于显示搜索查询词的结果。另外，用户界面13可看作为搜索查询词“游戏”的结果页。
图3D或图3I中，用户界面13中可推荐游戏类目中的多个标签类别的应用程序。
其中，查询词与多个标签类别关联。例如，多个标签类别为游戏类目中的不同标签类别，或者，多个标签类别属于游戏类目以及其他类目中的不同标签类别。
其中，多个标签类别的应用程序的排序可根据各个标签类别的应用程序的安装量(即下载量)、评分、点击率中的一项或多项进行展示。
例如，在标签类别1的应用程序的最高评分大于标签类别2的应用程序的最高评分时，手机可在用户界面13中先展示标签类别1的应用程序，再展示标签类型2的应用程序。或者，在标签类别1的应用程序的安装总量大于个标签类别2的应用程序的安装总量时，手机可在用户界面13中先展示标签类别1的应用程序，再展示标签类型2的应用程序。
其中，每个标签类别的应用程序的排序可按照各个应用程序的安装量(即下载量)、评分、点击率中的一项或多项进行展示。
例如，在标签类别1的应用程序中，应用程序1的评分最高，则手机可在用户界面13中展示应用程序1。或者，在标签类别1的应用程序中，应用程序2的安装量最多，则手机可在用户界面13中展示应用程序2。
在一些实施例中，图3D或图3I所示的用户界面13可以包括：控件1032、区域105、区域106、区域107、区域108、区域109、以及区域110。
控件1032，用于提供返回至图3B所示的用户界面12或图3C所示的用户界面12的入口。
区域105，用于推荐游戏类目中的社交游戏对应的一个或多个应用程序。
其中，区域105可以包括：区域1051和控件1052。
区域1051，用于显示应用11的图标、名称、相关介绍(如应用说明、下载量、评价等级、功能界面)等描述内容。图3D中，区域1051用于显示应用11的图标、名称和相关介绍。图3I中，区域1051用于显示应用11的图标和名称。
控件1052用于提供安装或更新或启动应用11的入口。在手机未安装应用11时，控件1052，可用于提供下载并安装应用11的入口。在手机已安装应用11，且应用11不是最新版本时，控件1052，可用于提供更新装应用11的入口。在手机已安装应用11，且应用11是最新版本时，控件1052，可用于提供启动应用11的入口。另外，本申请不限定手机是否安装应用11。为了便于说明，图3D或图3I中，以控件1052用于提供下载并安装应用11的入口为例进行示意。
其中，应用11的标签类别为社交游戏，且应用11为社交游戏对应的全部应用程序中的任意一个应用程序。例如，在社交游戏对应的全部应用程序中，应用11为评分最高的应用程序，或者，应用11为安装量最多的应用程序。
此外，区域1051，还用于推荐社交游戏对应的全部应用程序中的除了应用11之外的其他应用程序的入口。在一些实施例中，手机在检测到用户在区域1051中指示前述的其他应用程序的操作(如在区域1051中进行左滑/右滑/上滑/下滑等操作)，可在区域1051中显示前述的其他应用程序的图标、名称、相关介绍等描述内容。
另外，图3D中，区域105还可包括：控件1053。控件1053，用于显示应用12的图标和/或名称，并提供查看应用12的详情内容的入口。
其中，应用12的标签类别为社交游戏，且应用12为社交游戏对应的全部应用程序中的除了应用11之外的任意一个应用程序。例如，在社交游戏对应的全部应用程序中，应用12为评分第二高的应用程序，或者，应用12为安装量第二多的应用程序。
另外，区域105还可包括：控件1054。控件1054，用于显示区域105推荐的应用程序的标签类别，即社交游戏。控件1054，还用于提供平铺式地显示社交游戏对应的多个应用程序的入口。
应理解，区域105中也可不包括控件1053和/或控件1054。在一些实施例中，区域105中还可包括两个控件，其中一个控件用于显示区域105推荐的应用程序的标签类别，另一个控件用于提供平铺式地显示社交游戏对应的多个应用程序的入口。
区域106，用于推荐游戏类目中的少儿游戏对应的一个或多个应用程序。
其中，区域106可以包括：区域1061和控件1062。
区域1061，用于显示应用21的图标、名称、相关介绍(如应用说明、下载量、评价等级、功能界面)等描述内容。
控件1062用于提供安装或更新或启动应用21的入口。在手机未安装应用21时，控件1062，可用于提供下载并安装应用21的入口。在手机已安装应用21，且应用21不是最新版本时，控件1062，可用于提供更新装应用21的入口。在手机已安装应用21，且应用21是最新版本时，控件1062，可用于提供启动应用21的入口。另外，本申请不限定手机是否安装应用21。为了便于说明，图3D或图3I中，以控件1062用于提供下载并安装应用21的入口为例进行示意。
其中，应用21的标签类别为少儿游戏，且应用21为少儿游戏对应的全部应用程序中的任意一个应用程序。例如，在少儿游戏对应的全部应用程序中，应用21为评分最高的应用程序，或者，应用21为安装量最多的应用程序。
此外，区域1061，还用于推荐少儿游戏对应的全部应用程序中的除了应用21之外的其他应用程序的入口。在一些实施例中，手机在检测到用户在区域1061中指示前述的其他应用程序的操作(如在区域1061中进行左滑/右滑/上滑/下滑等操作)，可在区域1061中显示前述的其他应用程序的图标、名称、相关介绍等描述内容。
另外，区域106还可包括：控件1063。控件1063，用于显示应用22的图标和/或名称，并提供查看应用22的详情内容的入口。
其中，应用22的标签类别为少儿游戏，且应用22为少儿游戏对应的全部应用程序中的除了应用21之外的任意一个应用程序。例如，在少儿游戏对应的全部应用程序中，应用22为评分第二高的应用程序，或者，应用22为安装量第二多的应用程序。
另外，区域106还可包括：控件1064。控件1064，用于显示区域106推荐的应用程序的标签类别，即少儿游戏。控件1064，还用于提供平铺式地显示少儿游戏对应的多个应用程序的入口。
应理解，区域1056中也可不包括控件1063和/或控件1064。在一些实施例中，区域106中还可包括两个控件，其中一个控件用于显示区域106推荐的应用程序的标签类别，另一个控件用于 提供平铺式地显示少儿游戏对应的多个应用程序的入口。
区域107，用于推荐游戏类目中的休闲游戏对应的一个或多个应用程序，如应用31、应用32。区域108，用于推荐益智游戏对应的一个或多个应用程序，如应用41、应用42。区域109，用于推荐单击游戏对应的一个或多个应用程序，如应用51、应用52。区域110，用于推荐养成游戏对应的一个或多个应用程序，如应用61、应用62。
其中，区域107、区域108、区域109、以及区域110的具体实现方式与区域105和/或区域106的描述类似，此处不做赘述。本申请不限于手机是否安装应用41、应用42、应用51、应用52、应用61、应用62。
可见，电子设备在接收到用户在搜索页中输入的查询词后，可在该查询词的结果页中推荐与该查询词关联的多个标签类别的应用程序。其中，多个标签类别为同一个类目中的不同标签类别，或者，多个标签类别属于不同类目中的不同标签类别。
手机在检测到用户指示的查看应用11的操作(如在图3D或图3I所示的控件1051上执行点击操作)后，可显示图3E示例性所示的用户界面14。其中，用户界面14可以为应用市场应用程序的一个用户界面，用户界面14用于显示应用11的详情内容。另外，用户界面14可看作为应用11的详情页。
图3E中，用户界面14可以包括：控件111、区域1121和区域1122。
控件111，用于提供返回至图3D或图3I所示的用户界面13的入口。
区域1121，用于显示应用11的详情内容，如图标、名称、其他说明、评分大小、评价等级、评分人数、下载量、生命时长、功能界面、评价信息、推荐说明、功能说明、功能介绍、开发者等中的一项或多项。
区域1122，用于提供分享应用11、安装或更新或启动应用11、查看应用11的评价信息等入口。
另外，除了上述内容之外，图3E所示的用户界面14，还用于继续展示搜索查询词的结果。其中，图3E所示的用户界面14与图3D或图3I所示的用户界面13中推荐的搜索查询词的结果相同或相似。
考虑到图3E所示的用户界面14可展示的区域有限，用户界面14中可推荐与应用11的标签类别相同的除了应用11之外的一个或多个应用程序。另外，用户界面14中还可推荐游戏类目中的除了应用11的标签类别之外的其他标签类别的一个或多个应用程序。其中，图3E所示的用户界面14与图3D或图3I所示的用户界面13中推荐的多个标签类别的应用程序以及每个标签类别的应用程序的显示顺序相同。
此外，用户界面14，还用于推荐游戏类目中的除了展示的应用程序的标签类别之外的其他标签类别的应用程序的入口。在一些实施例中，手机在检测到用户在用户界面14中指示前述的其他标签类别的应用程序的操作(如在用户界面14中进行左滑/右滑/上滑/下滑等操作)，可在用户界面14中推荐前述的其他标签类别的应用程序。
在一些实施例中，图3E所示的用户界面14还可包括：区域113、区域114、以及区域115。
区域113，用于推荐社交游戏对应的除了应用11之外的一个或多个应用程序。其中，区域113的具体实现方式与图3D或图3I所示的区域105的描述类似。考虑到用户想要查看区域105中应用11的详情页，区域113中显示的应用程序不包括应用11。因此，区域113中显示的应用程序与区域105中显示的应用程序不同。另外，区域113中显示应用程序的方式与区域105中显示应用程序的方式可相同或不同。
在一些实施例中，区域113可以包括：区域1131、控件1132、以及其他区域。
区域1131，用于推荐社交游戏对应的应用程序中的除了应用11、应用12和应用13之外的其他应用程序的入口。在一些实施例中，手机在检测到用户在区域1131中指示前述的其他应用程序的操作(如在区域1131中进行左滑/右滑/上滑/下滑等操作)，可在区域1131中推荐前述的其他应用程序。
其中，应用13的标签类别为社交游戏，且应用13为社交游戏对应的全部应用程序中的除了应用11和应用12之外的任意一个应用程序。例如，在社交游戏对应的全部应用程序中，应用13 为评分第三高的应用程序，或者，应用13为安装量第三多的应用程序。
控件1132，用于显示区域113推荐的应用程序的标签类别，即社交游戏。控件1132，还用于提供平铺式地显示社交游戏对应的多个应用程序的入口。
区域113中的其他区域可以包括应用12的图标、应用12的名称、应用12的控件、应用13的图标、应用13的名称、以及应用13的控件。
其中，应用12的控件用于提供安装或更新或启动应用12的入口。在手机未安装应用12时，应用12的控件，可用于提供下载并安装应用12的入口。在手机已安装应用12，且应用12不是最新版本时，应用12的控件，可用于提供更新装应用12的入口。在手机已安装应用12，且应用12是最新版本时，应用12的控件，可用于提供启动应用12的入口。另外，本申请不限定手机是否安装应用12。为了便于说明，图3E中，以应用12的控件用于提供下载并安装应用12的入口为例进行示意。
其中，应用13的控件用于提供安装或更新或启动应用13的入口。在手机未安装应用13时，应用13的控件，可用于提供下载并安装应用13的入口。在手机已安装应用13，且应用13不是最新版本时，应用13的控件，可用于提供更新装应用13的入口。在手机已安装应用13，且应用13是最新版本时，应用13的控件，可用于提供启动应用13的入口。另外，本申请不限定手机是否安装应用13。为了便于说明，图3E中，以应用13的控件用于提供下载并安装应用13的入口为例进行示意。
区域114，用于推荐少儿游戏对应的应用程序。其中，区域114的具体实现方式与图3D或图3I所示的区域106的描述类似。考虑到用户想要查看应用11的详情页，区域114中显示的应用程序与区域106中显示的应用程序相同。另外，区域114中显示应用程序的方式与区域106中显示应用程序的方式可相同或不同。
在一些实施例中，区域114可以包括：区域1141、控件1142、以及其他区域。
区域1141，用于推荐少儿游戏对应的应用程序中的除了应用21和应用22之外的其他应用程序的入口。在一些实施例中，手机在检测到用户在区域1141中指示前述的其他应用程序的操作(如在区域1141中进行左滑/右滑/上滑/下滑等操作)，可在区域1141中推荐前述的其他应用程序。
控件1142，用于显示区域114推荐的应用程序的标签类别，即少儿游戏。控件1142，还用于提供平铺式地显示少儿游戏对应的多个应用程序的入口。
区域114中的其他区域可以包括应用21的图标、应用21的名称、应用21的控件、应用22的图标、应用22的名称、以及应用22的控件。
其中，应用21的控件用于提供安装或更新或启动应用21的入口。在手机未安装应用21时，应用21的控件，可用于提供下载并安装应用21的入口。在手机已安装应用21，且应用21不是最新版本时，应用21的控件，可用于提供更新装应用21的入口。在手机已安装应用21，且应用21是最新版本时，应用21的控件，可用于提供启动应用21的入口。另外，本申请不限定手机是否安装应用21。为了便于说明，图3E中，以应用21的控件用于提供下载并安装应用21的入口为例进行示意。
其中，应用22的控件用于提供安装或更新或启动应用22的入口。在手机未安装应用22时，应用22的控件，可用于提供下载并安装应用22的入口。在手机已安装应用22，且应用22不是最新版本时，应用22的控件，可用于提供更新装应用22的入口。在手机已安装应用22，且应用22是最新版本时，应用22的控件，可用于提供启动应用22的入口。另外，本申请不限定手机是否安装应用22。为了便于说明，图3E中，以应用22的控件用于提供下载并安装应用22的入口为例进行示意。
区域115，用于推荐休闲游戏对应的应用程序。其中，区域115的具体实现方式与图3D或图3I所示的区域107的描述类似。考虑到用户想要查看应用11的详情页，区域115中显示的应用程序与区域107中显示的应用程序相同。另外，区域115中显示应用程序的方式与区域107中显示应用程序的方式可相同或不同。
此外，由于用户想要应用11的详情页，且用户对区域105中的控件1051进行触发了操作。因此，应用11的标签类别将位于其他标签类别之前，且其他标签类别的排序仍为图3D或图3I 中的排序。
可见，图3D或图3I中，区域105、区域106和区域107的排序1为区域105位于区域106之前，区域106位于区域107之前。图3E中，区域113、区域114和区域115的排序2为区域113位于区域114，区域114位于区域115之前。
可见，电子设备在接收到用户在任意一个查询词的结果页中查看某个应用程序的操作后，可在该应用程序的详情页中展示该应用程序的详情内容，且继续在该应用程序的详情页中推荐与该查询词关联的多个标签类别的应用程序，多个标签类别为同一个类目中的不同标签类别，或者，多个标签类别属于不同类目中的不同标签类别。
从而，持续实现了层叠式地展示多个标签类别的应用程序。
手机在检测到用户指示的查看应用21的操作(如在图3D或图3I所示的区域1061上执行点击操作，或者，在图3E所示的应用21的图标或名称上执行点击操作)后，可显示图3F示例性所示的用户界面15。其中，用户界面15可以为应用市场应用程序的一个用户界面，用户界面15用于显示应用21的详情内容。另外，用户界面15可看作为应用21的详情页。
图3F中，用户界面15可以包括：控件116、区域1171和区域1172。
控件116，用于提供返回至触发进入图3F所示的用户界面15的用户界面(即图3D或图3I所示的用户界面13或图3E所示的用户界面14)的入口。
区域1171，用于显示应用21的详情内容，如图标、名称、其他说明、评分大小、评价等级、评分人数、下载量、生命时长、功能界面、评价信息、推荐说明、功能说明、功能介绍、开发者等一项或多项。
区域1172，用于提供分享应用21、安装或更新或启动应用21、查看应用21的评价信息等入口。
另外，除了上述内容之外，图3F所示的用户界面15，还用于继续展示搜索查询词的结果。其中，图3F所示的用户界面15、图3D或图3I所示的用户界面13、以及图3E所示的用户界面14中推荐的搜索查询词的结果相同或相似。
考虑到图3F所示的用户界面15可展示的区域有限，用户界面15中可推荐与应用21的标签类别相同的除了应用21之外的一个或多个应用程序。另外，用户界面15中还可推荐游戏类目中的除了应用21的标签类别之外的其他标签类别的一个或多个应用程序。其中，图3E所示的用户界面14、图3D或图3I所示的用户界面13与图3F所示的用户界面15中推荐的多个标签类别的应用程序以及每个标签类别的应用程序的显示顺序相同。
此外，用户界面15，还用于推荐游戏类目中的除了展示的应用程序的标签类别之外的其他标签类别的应用程序的入口。在一些实施例中，手机在检测到用户在用户界面15中指示前述的其他标签类别的应用程序的操作(如在用户界面15中进行左滑/右滑/上滑/下滑等操作)，可在用户界面15中推荐前述的其他标签类别的应用程序。
在一些实施例中，图3F所示的用户界面15还可包括：区域118、区域119、以及区域120。
区域118，用于推荐少儿游戏对应的除了应用21之外的一个或多个应用程序。其中，区域118的具体实现方式与图3D或图3I所示的区域106或者图3E所示的区域114的描述类似。
区域119，用于推荐社交游戏对应的一个或多个应用程序。其中，区域119的具体实现方式与图3D或图3I所示的区域105或者图3E所示的区域113的描述类似。
区域120，用于推荐休闲游戏对应的一个或多个应用程序。其中，区域120的具体实现方式与图3D或图3I所示的区域107或者图3E所示的区域115的描述类似。例如，区域120与区域115相同。
此外，由于用户想要应用21的详情页，且用户对区域106中的控件1061进行触发了操作。因此，应用21的标签类别将位于其他标签类别之前，且其他标签类别的排序仍为图3D或图3I中的排序。
可见，图3D或图3I中，区域105、区域106和区域107的排序1为区域105位于区域106之前，区域106位于区域107之前。图3F中，区域118、区域119和区域120的排序3为区域118位于区域119，区域119位于区域120之前。
此外，由于用户想要应用21的详情页，且用户对区域114中的应用21的名称或图标进行触发了操作。因此，应用21的标签类别将位于其他标签类别之前，且其他标签类别的排序仍为图3E中的排序。
可见，图3E中，区域113、区域114和区域115的排序2为区域113位于区域114，区域114位于区域115之前。图3F中，区域118、区域119和区域120的排序3为区域118位于区域119，区域119位于区域120之前。
可见，电子设备在接收到用户在任意一个查询词的结果页中查看某个应用程序的操作后，可在该应用程序的详情页中展示该应用程序的详情内容，且继续在该应用程序的详情页中推荐与该查询词关联的多个标签类别的应用程序，多个标签类别为同一个类目中的不同标签类别，或者，多个标签类别属于不同类目中的不同标签类别。
和/或，电子设备在接收到用户在上述应用程序的详情页中查看另一个应用程序的操作后，可在另一个应用程序的详情页中展示另一个应用程序的详情内容，且继续在另一个应用程序的详情页中推荐与该查询词关联的多个标签类别的应用程序，多个标签类别为同一个类目中的不同标签类别，或者，多个标签类别属于不同类目中的不同标签类别。
从而，持续实现了层叠式地展示多个标签类别的应用程序。
手机在检测到用户指示的查看某个标签类别的应用程序的操作(如在图3D或图3I所示的控件1054上执行点击操作，或者，在图3E所示的区域1132上执行点击操作)后，可显示图3G示例性所示的用户界面16。其中，用户界面16可以为应用市场应用程序的一个用户界面，用户界面16用于平铺式地展示社交游戏对应的多个应用程序。另外，用户界面15可看作为社交游戏对应的应用程序的展开页。
图3G中，用户界面16可以包括：控件1033、区域121和区域122。
控件1033，用于提供返回至触发进入图3G所示的用户界面16的用户界面(即图3D或图3I所示的用户界面13或图3E所示的用户界面14)的入口。
区域121可以包括：区域1211、区域1212和区域1213。区域1211，用于展示区域122推荐的应用程序的标签类别，即社交游戏，以及提供平铺式地展示社交游戏对应的多个应用程序的入口。区域1212，用于提供平铺式地展示少儿游戏对应的多个应用程序的入口。区域1213，用于提供平铺式地展示休闲游戏对应的多个应用程序的入口。
另外，区域121，还用于推荐游戏类目中的除了展示的应用程序的标签类别(即社交游戏、少儿游戏、休闲游戏)之外的其他标签类别的应用程序的入口。在一些实施例中，手机在检测到用户在用户界面16中指示前述的其他标签类别的应用程序的操作(如在用户界面16中进行左滑/右滑/上滑/下滑等操作)，可在用户界面16中推荐前述的其他标签类别的应用程序。
区域122，用于平铺式地展示社交游戏对应的多个应用程序。
此外，用户界面16，还用于推荐社交游戏对应的全部应用程序中的除了应用11、应用12、应用13、应用14、应用15和应用16之外的其他应用程序的入口。在一些实施例中，手机在检测到用户在用户界面16中指示前述的其他应用程序的操作(如在用户界面16中进行左滑/右滑/上滑/下滑等操作)，可在用户界面16中推荐前述的其他应用程序。
此外，手机在检测到用户指示的查看应用11的操作(如在图3G所示的应用11的图标或名称上执行点击操作)后，可显示图3E示例性所示的用户界面14。
此外，手机在检测到用户指示的查看应用12的操作(如在图3G所示的应用12的图标或名称上执行点击操作)后，可显示图3H示例性所示的用户界面17。
可见，电子设备可在任意一个查询词的结果页中，和/或，在经过任意一个查询词的结果页进入到的任意一个应用程序的详情页中，可触发平铺式地展示与该查询词关联的任意一个标签类别的多个应用程序。
从而，电子设备可向用户提供查看某个标签类别的应用程序的多个入口。这样，电子设备在接收到用户查看某个标签类别的应用程序的操作后，可在展开页中平铺式地显示该标签类别的多个应用程序，方便用户快速搜索应用程序。
手机在检测到用户指示的查看应用12的操作(如在图3D所示的控件1053上执行点击操作， 或者，在图3E所示的应用12的名称或图像上执行点击操作，或者，在图3F所示的应用12的名称或图像上执行点击操作)后，可显示图3H示例性所示的用户界面17。其中，用户界面17可以为应用市场应用程序的一个用户界面，用户界面17用于显示应用12的详情内容。另外，用户界面17可看作为应用12的详情页。
图3H中，用户界面17可以包括：控件123、区域1241和区域1242。
控件123，用于提供返回至触发进入图3H所示的用户界面17的用户界面(即图3D所示的用户界面13或图3E所示的用户界面14)的入口。
区域1241，用于显示应用12的详情内容，如图标、名称、其他说明、评分大小、评价等级、评分人数、下载量、生命时长、功能界面、评价信息、推荐说明、功能说明、功能介绍、开发者等中的一项或多项。
区域1242，用于提供分享应用12、安装或更新或启动应用12、查看应用12的评价信息等入口。
另外，除了上述内容之外，图3H所示的用户界面17，还用于继续展示搜索查询词的结果。其中，图3H所示的用户界面17与图3D所示的用户界面13中推荐的搜索查询词的结果相同或相似。
考虑到图3H所示的用户界面17可展示的区域有限，用户界面17中可推荐与应用12的标签类别相同的除了应用12之外的一个或多个应用程序。另外，用户界面17中还可推荐游戏类目中的除了应用12的标签类别之外的其他标签类别的一个或多个应用程序。其中，图3H所示的用户界面17与图3D所示的用户界面13中推荐的多个标签类别的应用程序以及每个标签类别的应用程序的显示顺序相同。
此外，用户界面17，还用于推荐游戏类目中的除了展示的应用程序的标签类别之外的其他标签类别的应用程序的入口。在一些实施例中，手机在检测到用户在用户界面17中指示前述的其他标签类别的应用程序的操作(如在用户界面17中进行左滑/右滑/上滑/下滑等操作)，可在用户界面17中推荐前述的其他标签类别的应用程序。
在一些实施例中，图3H所示的用户界面17还可包括：区域125、区域126、以及区域127。
区域125，用于推荐社交游戏对应的除了应用12之外的一个或多个应用程序。其中，区域125的具体实现方式与图3D所示的区域105或者图3E所示的区域113的描述类似。
区域126，用于推荐少儿游戏对应的一个或多个应用程序。其中，区域126的具体实现方式与图3D所示的区域106或者图3E所示的区域114的描述类似。
区域127，用于推荐休闲游戏对应的一个或多个应用程序。其中，区域127的具体实现方式与图3D所示的区域107或者图3E所示的区域115的描述类似。
此外，由于用户想要应用12的详情页，且用户对区域105中的控件1053进行触发了操作。因此，应用12的标签类别将位于其他标签类别之前，且其他标签类别的排序仍为图3D中的排序。
可见，图3D中，区域105、区域106和区域107的排序1为区域105位于区域106之前，区域106位于区域107之前。图3H中，区域125、区域126和区域127的排序4为区域125位于区域126，区域126位于区域127之前。
此外，由于用户想要应用12的详情页，且用户对区域113中的应用12的名称或图标进行触发了操作。因此，应用12的标签类别将位于其他标签类别之前，且其他标签类别的排序仍为图3E中的排序。
可见，图3E中，区域113、区域114和区域115的排序2为区域113位于区域114，区域114位于区域115之前。图3H中，区域125、区域126和区域127的排序4为区域125位于区域126，区域126位于区域127之前。
此外，由于用户想要应用12的详情页，且用户对区域119中的应用12的名称或图标进行触发了操作。因此，应用12的标签类别将位于其他标签类别之前，且其他标签类别的排序仍为图3E中的排序。
可见，图3F中，区域118、区域119和区域120的排序3为区域118位于区域119，区域119位于区域120之前。图3H中，区域125、区域126和区域127的排序4为区域125位于区域126， 区域126位于区域127之前。
可见，电子设备在接收到用户在任意一个查询词的结果页中查看某个应用程序的操作后，可在该应用程序的详情页中展示该应用程序的详情内容，且继续在该应用程序的详情页中推荐与该查询词关联的多个标签类别的应用程序，多个标签类别为同一个类目中的不同标签类别，或者，多个标签类别属于不同类目中的不同标签类别。
和/或，电子设备在接收到用户在上述应用程序的详情页中查看另一个应用程序的操作后，可在另一个应用程序的详情页中展示另一个应用程序的详情内容，且继续在另一个应用程序的详情页中推荐与该查询词关联的多个标签类别的应用程序，多个标签类别为同一个类目中的不同标签类别，或者，多个标签类别属于不同类目中的不同标签类别。
从而，持续实现了层叠式地展示多个标签类别的应用程序。
请参阅图4，图4为本申请一实施例提供的一种通信系统的架构示意图。
如图4所示，本申请的通信系统10可以包括：电子设备100和服务器200。
其中，电子设备100的具体实现方式可参见图1-图2所示的描述，此处不做赘述。
其中，服务器200可以是独立的物理服务器，也可以是多个物理服务器构成的服务器集群或者分布式系统，还可以是提供云服务、云数据库、云计算、云函数、云存储、网络服务、云通信、中间件服务、域名服务、安全服务、内容分发网络(content delivery network，CDN)、以及大数据和人工智能平台等基础云计算服务的云服务器。
电子设备100与服务器200可通过有线或无线的通信方式进行直接或间接地连接。其中，有线的通信方式可采用如同轴电缆、光纤、数字用户线(digital subscriber line，DSL)等。无线的通信方式可采用如蓝牙、红外、无线(Wi-Fi)、微波等。
在一些实施例中，网络可作为电子设备100与服务器200之间通信的媒介，可以是广域网或者局域网，又或者是二者的组合。例如，本申请可借助于云技术(cloud technology)实现，云技术是指在广域网或局域网内将硬件、软件、网络等系列资源统一起来，实现数据的计算、储存、处理和共享的一种托管技术。
电子设备100，用于运行各式各样的应用程序，以及向服务器200请求任意一个用户界面的显示内容，如上文提及的搜索内容的结果页、应用程序的详情页以及任意一个标签类别的应用程序的展开页的一项或多项，并从服务器200获取请求的用户界面的显示内容。
服务器200，用于从电子设备100接收如搜索内容、应用程序的标识、指令等信息，以及向电子设备100传输请求的用户界面的显示内容。
在一些实施例中，电子设备100中可运行应用市场应用程序。服务器200可为应用市场应用程序的后台搜索引擎。
本申请中，服务器200可利用类目(也可称为叶子类目(leaf category)-标签(tag)的聚类规则，经过数据准备阶段、应用打标阶段、和应用聚类阶段这三个阶段，将每个应用程序聚类到某个类目的对应的标签类别的应用程序中。前述的过程可称为标签聚类(tag cluster)的过程，即根据应用程序的标签进行应用程序的聚类。前述的标签类别可理解为标签的聚类类别。另外，标签类别可采用标签的名称进行表示。
其中，每个应用程序可包括一个或多个标签(或属性信息)。可见，标签是比类目更细粒度的属性分类短语。另外，每个标签可设置相关度分数，相关度分数用于表示标签与对应的应用程序之间的关联程度。
一、数据准备阶段
在该阶段，服务器200基于应用程序的分发领域，可构建类目-标签的聚类规则，即得到各个类目以及每个类目中的各个标签类别。其中，同一个类目中，包括不同的标签类别。
类目-标签的聚类规则中，全部应用程序可看作各个类目中的应用程序，每个类目中的应用程序可细化为各个标签类别的应用程序。
其中，本申请可按照粗粒度或细粒度的划分方式对应用程序的类目和标签类别进行划分。
例如，在游戏类目中，可以包括：社交游戏、少儿游戏、休闲游戏、益智游戏、单击游戏、 养成游戏等标签类别。
基于上述描述，服务器200可根据开发者的经验和知识积累，构建类目-标签的聚类规则。
或者，服务器200可挖掘文本中的关键词，构建类目-标签的聚类规则。
例如，服务器200可将同一叶子类目中的全部应用程序的描述内容作为一个文本，并采用无监督的关键词提取算法(yet another keyword extractor，YAKE)从这个文本中抽取关键词作为叶子类目中的各个标签类别。从而，服务器200可构建类目-标签的聚类规则。
其中，类目-标签的聚类规则可形成如表1所示的结构关系：一级类目-二级类目-三级类目(叶子类目)-标签类别。表1中，叶子类目为三级类目。
其中，一级类目可理解为总称。例如，文件、图片、应用程序等。二级类目可理解为一级类目的细分。三级类目可理解为二级类目的细分。标签类别可理解为三级类目的细分。
表1
基于表1，任意一个应用程序可形成表2所示的结构关系：叶子类目-应用程序的名称-应用程序的标识-标签类别。
表2
由此，聊天类目中的标签类别可以包括：工作聊天和生活聊天等。游戏类目中的标签类别可以包括：古装游戏等。
从而，服务器200中可构建并存储类目-标签的聚类规则。
二、应用打标阶段
在该阶段，服务器200可对每个应用程序进行打标，即得到每个应用程序的标签。
针对任意一个应用程序而言，服务器200可根据开发者上传的该应用程序的标签(属性)，对该应用程序进行打标。
或者，服务器200可根据该应用程序的描述内容，对该应用程序进行打标。例如，服务器200可对该应用程序的描述内容进行关键词提取，得到该应用程序的标签。
或者，服务器200可利用分类预测模型，结合该应用程序的标签或描述内容，对该应用程序进行打标。另外，服务器200还可利用该分类预测模型，结合该应用程序的标签或描述内容，对该应用程序进行相关度计算，得到每个标签的相关度分数。
其中，分类预测模型可采用如Bert模型(bidirectional encoder representations from transformer)或者浅层网络模型(FastText模型)等。
结合表1-表2，服务器200可得到应用程序1的标签类别为聊天类目中的工作聊天，应用程序2的标签类别为聊天类目中的生活聊天，应用程序3的标签类别为游戏类目中的古装游戏。
从而，服务器200可得到每个应用程序的标签类别。
三、应用聚类阶段
在该阶段，服务器200可利用类目-标签的聚类规则，对多个应用程序的标签进行聚类，即将具有相同名称或相同语义的标签的应用程序聚为一类，即同一个标签类别。
另外，考虑到每个应用程序的标签可能包括多个。因此，服务器200可将多个应用程序的N个标签进行聚类。其中，N为正整数。例如，N个标签可为按照相关度分数从大到小的前N个标签。
结合表1-表2，服务器200可将应用程序1聚类到聊天类目中的工作聊天对应的应用程序中，将应用程序2聚类到聊天类目中的生活聊天对应的应用程序中，将应用程序3聚类到游戏类目中的古装游戏对应的应用程序中。
从而，服务器200可将应用程序库中的每个应用程序聚类到对应标签类别的应用程序中。
其中，每个应用程序的聚类结果可采用表3所示进行示意。
表3
基于上述描述，针对任意一个应用程序而言，该应用程序的名称、标识、和标签类别这三者是相互关联的。
在接收到电子设备100发送的搜索内容后，服务器200可对搜索内容的语义进行分析，得到与搜索内容关联的多个标签类别以及每个标签类别的应用程序。
其中，多个标签类别可为同一个类目中的不同标签类别。或者，多个标签类别可为不同类目中的不同标签类别。
从而，服务器200可向电子设备100提供如上文提及的搜索内容的结果页、应用程序的详情页以及任意一个标签类别的应用程序的展开页等任意一个用户界面的显示内容的来源。
下面，以图4所示结构的电子设备100与服务器200为例，结合图5，介绍电子设备100与服务器200实现本申请的应用程序推荐方法的详细过程。
其中，本申请的应用程序推荐方法可应用于用户发现应用程序的场景，使得用户能够发现或对比某一类或某些类的应用程序，吸引用户持续性地继续发现应用程序，提升了用户的搜索体验。
请参阅图5，图5为本申请一实施例提供的一种应用程序推荐方法的信令交互图。
如图5所示，本申请的应用程序推荐方法可以包括：
S11、电子设备接收用户在搜索页中输入的查询词。
其中，搜索页为电子设备中的应用市场应用程序的一个用户界面。查询词可用于指示用户希望搜索到分门别类的应用程序。通常，查询词为宽泛查询词(fuzzy query)，即没有明确意图的查询词。例如，游戏、视频等。
另外，本申请对查询词的输入方式不做限定。例如，用户可在搜索页中键入如文字、字符、图片等形式的查询词。或者，用户可在搜索页中语音输入查询词。或者，用户可点击搜索页中显示的查询词。
S12、电子设备向服务器发送查询词。
S13、服务器根据查询词，得到标签聚类应用列表。
其中，标签聚类应用列表用于展示与查询词关联的多个标签类别，以及每个标签类别对应的一个或多个应用程序的描述内容。
其中，多个标签类别可属于同一个类目，也可属于不同类目，本申请对此不做限定。
其中，每个应用程序的描述内容可以包括应用程序的图标、名称、相关介绍(如应用说明、下载量、评价等级、功能界面)等中的一项或多项。
在一些实施例中，标签聚类应用列表可以包括：多个标签类别，以及每个标签类别对应的应用程序的名称和图标。
另外，标签聚类应用列表还可以包括：每个应用程序的控件1，控件1用于提供安装或更新或启动该应用程序的入口。例如，在手机未安装应用程序时，控件1可用于触发下载并安装该应用程序。在手机已安装非最新版本的应用程序时，控件1可用于触发更新该应用程序。在手机已安装最新版本的应用程序时，控件1可用于触发启动该应用程序。另外，本申请对控件1的如位置、大小、形状、布局、颜色等显示参数不做限定。
其中，标签类别的数量可为2个、3个或其他数量。每个标签类别的应用程序的数量可为1个、2个或其他数量。
另外，标签聚类应用列表还可包括：每个标签类别的控件2，控件2用于提供平铺式地展示该标签类别的多个应用程序的入口。其中，本申请对控件2的如位置、大小、形状、布局、颜色等显示参数不做限定。
另外，标签聚类应用列表还可包括：每个标签类别的文本1，文本1用于展示该标签类别。其中，本申请对文本1的如内容、位置、大小、形状、布局、颜色等显示参数不做限定。
此外，控件2和文本1可为同一控件，该控件用于提供该标签类别的全部应用程序，还用于展示该标签类别。
基于上述描述，服务器可采用多种方式得到标签聚类应用列表。
在一些实施例中，服务器可对查询词关联的标签类别进行预测，得到标签类别预测结果。
其中，标签类别预测结果用于指示与查询词关联的多个标签类别。例如，多个标签类别可为同一个类目中的不同标签类别，或者，多个标签类别可为不同类目中的不同标签类别。
以同一个类目中的不同标签类别为例，假设标签类别预测结果中的标签类别包括：游戏类目中的少儿游戏，社交游戏、休闲游戏等，那么，标签类别预测结果的输出形式可采用如下代码进行表示。
其中，上述的“score”为每个标签类别的相关度分数。
每个标签类别的相关度分数可用于确定每个标签类别的排序。每个标签类别的排序与每个标签类别的历史操作行为相关。任意一个标签类别的历史操作行为可以包括但不限于用户查看该标签类别的历史累积操作数量，能够表示用户对该标签类别的兴趣程度。例如，N个标签可为按照 相关度分数从大到小的前N个标签。进而，服务器可根据标签类别预测结果，从应用程序信息库(如ElasticSearch)中得到应用程序召回列表。
其中，应用程序召回列表中可以包括：每个标签类别的应用程序的标识、名称、标签等。
假设标签类别预测结果采用上述代码的输出形式，那么，应用程序召回列表的输出形式可采用如下代码进行表示。
进而，服务器可根据应用程序召回列表，对多个标签类别进行排序，得到标签类别预测结果。
其中，标签类别预测结果的输出形式可采用如下代码进行表示。

其中，上述的“score”为每个标签类别的排序得分。
其中，服务器可采用粗排或精排等方式对多个标签类别的应用程序进行排序。
在一些实施例中，服务器根据每个标签类别的相关度分数以及每个标签类别的应用程序的热度，可得到每个标签类别的排序得分。
其中，每个标签类别的排序还与每个标签类别的应用程序的热度相关。应用程序的热度可采用如安装量(即下载量)、评分、点击率中的一项或多项进行表示。
从而，服务器按照从大到小的顺序，根据每个标签类别的排序得分，可对多个标签类别进行排序。
除了上述实现方式之外，服务器还可根据每个标签类别的排序，或者还可根据每个标签类别的应用程序的热度，对多个标签类别进行排序。
另外，服务器还可根据任意一个标签类别的每个应用程序的热度，对该标签类别对应的多个应用程序进行排序。
在一些实施例中，服务器根据该标签类别的每个应用程序的热度，可得到该标签类别的每个应用程序的排序得分。
从而，服务器按照从大到小的顺序，根据该标签类别的每个应用程序的排序得分，可对该标签类别的多个应用程序进行排序。
S14、服务器在缓存中存储标签聚类应用列表。从而，方便后续加速查询。
应理解，除了缓存之外，服务器还可将标签聚类应用列表存入其他存储空间中，本申请对此不做限定。
S15、服务器向电子设备发送标签聚类应用列表。
应理解，S14和S15之间没有时序上的先后顺序，且S14和S15可以同时执行，也可以顺序执行。
S16、电子设备在查询词的结果页中展示标签聚类应用列表。由此，方便用户浏览和选择应用程序。
此外，查询词也可用于指示某一个确定或具体的应用程序。此时，电子设备在查询词的结果页中，展示该应用程序的名称、图标等信息的同时，还可展示标签聚类应用列表。
在一些实施例中，查询词可参见图3B-图3D所示的查询词“游戏”的描述，查询词的结果页可参见图3D所示的用户界面13的描述，标签聚类应用列表可参见图3D所示的用户界面13中的区域105、区域106、区域107、区域108、区域109、以及区域110的描述，每个标签类别的应用程序的描述内容1可参见图3D所示的区域1051中关于应用11的描述内容、区域1061中关于应用21的描述内容、区域107中关于应用31的描述内容、区域108中关于应用41的描述内容、区 域109中关于应用51的描述内容、区域110中关于应用61的描述内容等描述，每个标签类别的应用程序的控件1可参见图3D所示的控件1052和控件1062等描述，每个标签类别的控件2和文本1可参见图3D所示的控件1054和控件1064等描述。
综上，在用户在搜索页中输入查询词进行搜索时，电子设备可在该查询词的结果页中，根据与该查询词关联的多个标签类别层次化地展示聚类的应用程序。
由此，清晰地向用户展示了聚类后的多个标签类别的应用程序，使得用户能够发现或对比某一类或某些类的应用程序，能够吸引用户持续性地继续发现应用程序，提升了用户的搜索体验。
S17、电子设备接收用户在查询词的结果页中查看应用程序1的操作1。
其中，操作1用于触发显示应用程序1的详情页。本申请提及的操作1可包括在应用程序1的如图标、名称和图像(如图片或视频动画)等描述内容上进行触发的操作，操作1可采用如长按、点击、双击、滑动等类型。
在一些实施例中，查询词的结果页可参见图3D所示的用户界面13的描述，应用程序1可参见图3D所示的应用11的描述，操作1可参见图3D所示的控件1051上执行的点击操作的描述。
在另一些实施例中，查询词的结果页可参见图3D所示的用户界面13的描述，应用程序1可参见图3D所示的应用21的描述，操作1可参见图3D所示的控件1061上执行的点击操作的描述。
在另一些实施例中，查询词的结果页可参见图3D所示的用户界面13的描述，应用程序1可参见图3H所示的应用12的描述，操作1可参见图3H所示的控件1053上执行的点击操作的描述。
S18、电子设备向服务器发送查询词和应用程序1的标识(如上述的应用程序的标识“id”)。
S19、服务器根据查询词和应用程序1的标识，从缓存和关系型数据库管理系统库(Mysql库)中得到应用程序1的详情内容和标签聚类应用列表。
其中，Mysql库中存储有各个应用程序的详情内容。任意一个应用程序的详情内容可以包括应用程序的图标、名称、其他说明、评分大小、评价等级、评分人数、下载量、生命时长、功能界面、评价信息、推荐说明、功能说明、功能介绍、开发者等一项或多项。
应理解，除了Mysql库之外，服务器还可将每个应用程序的详情内容存入其他数据库中，本申请对此不做限定。
S20、服务器向电子设备发送应用程序1的详情内容和标签聚类应用列表。
S21、电子设备在应用程序1的详情页中展示应用程序1的详情内容和标签聚类应用列表。
其中，在应用程序1的详情页中展示与应用程序1标签类别相同的除了应用程序1之外的其他应用程序，且在应用程序1的详情页中展示其他标签类别的应用程序。
在一些实施例中，应用程序1的详情页可参见图3E所示的用户界面14的描述，应用程序1的详情内容可参见图3E所示的区域1121和区域1122中的应用11的详情内容的描述，标签聚类应用列表可参见图3E所示的区域113、区域114、以及区域115的描述。
在另一些实施例中，应用程序1的详情页可参见图3F所示的用户界面15的描述，应用程序1的详情内容可参见图3F所示的区域1171和区域1172中的应用21的详情内容的描述，标签聚类应用列表可参见图3F所示的区域118、区域119、以及区域120的描述。
在另一些实施例中，应用程序1的详情页可参见图3H所示的用户界面17的描述，应用程序1的详情内容可参见图3H所示的区域1241和区域1242中的应用12的详情内容的描述，标签聚类应用列表可参见图3H所示的区域125、区域126、以及区域127的描述。
综上，在用户查看在该查询词的结果页中的某个应用程序时，电子设备可在该应用程序的详情页中，展示该应用程序的详情内容以及继续根据与该查询词关联的多个标签类别层次化地展示聚类的应用程序。
由此，无需退回到搜索页中重新开始搜索，周而复始的根据与该查询词关联的多个标签类别层次化地展示聚类的应用程序，使得用户能够感受到沉浸式的搜索体验。
S22、电子设备接收用户在应用程序1的详情页中查看应用程序2的操作2。
其中，操作2用于触发显示应用程序2的详情页。本申请提及的操作2可包括在应用程序2的如图标、名称和图像(如图片或视频动画)等描述内容上进行触发的操作，操作2可采用如长按、点击、双击、滑动等类型。
S23、电子设备向服务器发送查询词和应用程序2的标识。
S24、服务器根据查询词和应用程序2的标识，从缓存和关系型数据库管理系统库(Mysql库)中得到应用程序2的详情内容和标签聚类应用列表。
S25、服务器向电子设备发送应用程序2的详情内容和标签聚类应用列表。
S26、电子设备在应用程序2的详情页中展示应用程序2的详情内容和标签聚类应用列表。
其中，S22-S26分别与图5实施例中的S17-S21实现方式类似，本申请此处不再赘述。
在一些实施例中，应用程序1的详情页可参见图3E所示的用户界面14的描述，应用程序2可参见图3E所示的应用21的描述，操作2可参见图3E所示的应用21的名称或图标上执行的点击操作的描述，应用程序2的详情页可参见图3F所示的用户界面15的描述，应用程序2的详情内容可参见图3F所示的区域1171和区域1172中的应用21的详情内容的描述，标签聚类应用列表可参见图3F所示的区域118、区域119、以及区域120的描述。
在另一些实施例中，应用程序1的详情页可参见图3E所示的用户界面14的描述，应用程序2可参见图3E所示的应用12的描述，操作2可参见图3E所示的控件1053上执行的点击操作的描述，应用程序2的详情页可参见图3H所示的用户界面17的描述，应用程序2的详情内容可参见图3H所示的区域1241和区域1242中的应用12的详情内容的描述，标签聚类应用列表可参见图3H所示的区域125、区域126、以及区域127的描述。
在另一些实施例中，应用程序1的详情页可参见图3F所示的用户界面15的描述，应用程序2可参见图3F所示的应用12的描述，操作2可参见图3F所示的应用12的名称或图标上执行的点击操作的描述，应用程序2的详情页可参见图3H所示的用户界面17的描述，应用程序2的详情内容可参见图3H所示的区域1241和区域1242中的应用12的详情内容的描述，标签聚类应用列表可参见图3H所示的区域125、区域126、以及区域127的描述。
综上，在用户查看在某个应用程序的详情页中的另一个应用程序时，电子设备可在另一个应用程序的详情页中，展示该应用程序的详情内容以及继续根据与该查询词关联的多个标签类别层次化地展示聚类的应用程序。
由此，无需退回到搜索页中重新开始搜索，周而复始的根据与该查询词关联的多个标签类别层次化地展示聚类的应用程序，使得用户能够感受到沉浸式的搜索体验。
基于前述的一些实施例，下面介绍本申请提供的应用程序推荐方法。
示例性地，本申请提供一种应用程序推荐方法。
其中，本申请的应用程序推荐方法可采用电子设备来执行，电子设备的具体实现方式可参见图1-图5提及的电子设备的描述，此处不做赘述。
请参阅图6，图6示出了本申请一实施例提供的一种应用程序推荐方法的流程示意图。
如图6所示，本申请的应用程序推荐方法可以包括：
S101、接收在应用市场应用程序的第一界面中输入的搜索内容。
其中，应用市场应用程序可安装在电子设备中，电子设备可运行应用市场应用程序。应用市场应用程序可用于提供搜索、安装、更新、启动应用程序的入口。在一些实施例中，应用市场应用程序可为图3A-图3I实施例提及的手机中的应用程序。或者，应用市场应用程序可为图5实施例提及的电子设备中的应用程序。
其中，第一界面为应用市场应用程序的一个用户界面。第一界面用于提供搜索各式各样的应用程序的入口。本申请对第一界面的具体实现方式不做限定。例如，第一界面可为图3B-图3C实施例提及的用户界面12。或者，第一界面可为图5实施例提及的查询词。
其中，搜索内容可用于指示用户希望搜索到分门别类的应用程序。搜索内容可表达出用户模糊不清的搜索意图，或表达出用户想要搜索的某个具体的应用程序。例如，搜索内容可为图3A-图3I实施例提及的查询词“游戏”。或者，第一界面可为图5实施例提及的查询词。另外，搜索内容可采用语音、文本、图片、视频等方式输入到第一界面中。
其中，S101的具体实现方式可参见图3A-图3C实施例以及图5实施例中的S11的描述，此处不做赘述。
S102、响应于搜索内容，显示应用市场应用程序的第二界面，第二界面包括第一标签类别、第二标签类别、第一应用程序信息和第二应用程序信息，第一应用程序信息包括第一应用程序的名称和图标，第二应用程序信息包括第二应用程序的名称和图标，第一应用程序的标签类别为第一标签类别，第二应用程序的标签类别为第二标签类别，第一标签类别与第二标签类别不同。
其中，第二界面为应用市场应用程序的一个用户界面。第二界面用于展示与搜索内容相关的各式各样的应用程序。本申请对第二界面的具体实现方式不做限定。例如，第二界面可为图3D或图3I实施例提及的用户界面13。或者，第二界面可为图5实施例提及的查询词的结果页。
其中，第一标签类别和第二标签类别均为应用程序的标签类别，第一标签类别和第二标签类别可参见前文提及的标签类别的描述。第一标签类别与第二标签类别不同。换句话说，第一标签类别对应的应用程序与第二标签类别对应的应用程序通常不同。
其中，第一标签类别与第二标签类别属于同一个类目。或者，第一标签类别与第二标签类别属于不同个类目。第一标签类别和第二标签类别可采用文本、图片、控件等方式进行展示。
其中，第一应用程序信息为与第一应用程序相关的信息，如第一应用程序的名称和图标等。第一应用程序的数量可为一个或多个。在第一应用程序为多个时，多个应用程序的标签类别均为第一标签类别。第二应用程序信息为与第二应用程序相关的信息，如第二应用程序的名称和图标。第二应用程序的数量可为一个或多个。在第二应用程序为多个时，多个应用程序的标签类别均为第二标签类别。
例如，第一标签类别可为图3D或图3I实施例提及的社交游戏，第一应用程序为图3D或图3I实施例提及的应用11，或应用11和应用12。第二标签类别可为图3D或图3I实施例提及的少儿游戏，第二应用程序为图3D或图3I实施例提及的应用21，或应用21和应用22。应理解，前述内容中，第一标签类别与第二标签类别的具体实现方式可互换，对应得的，第一应用程序与第二应用程序的具体实现方式可互换。
或者，第一标签类别和第二标签类别可为图5实施例提及的标签聚类应用列表中的多个标签类别，第一应用程序和第二应用程序为图5实施例提及的各个标签类别对应的应用程序。
另外，第一应用程序信息还包括第一应用程序的控件。从而，在第一应用程序未安装在电子设备中时，电子设备在接收针对于第一应用程序的控件的第四操作后，可在电子设备中安装或更新第一应用程序。
其中，第四操作的类型可以包括但不限于点击、双击、长按等类型。本申请对第一应用程序的控件的具体实现方式不做限定。例如，第一应用程序的控件可为图3D或图3I实施例中的控件1052或控件1062。
其中，S102的具体实现方式可参见图3D或图3I实施例以及图5实施例中的S16的描述，此处不做赘述。
综上，电子设备响应于搜索内容，可在第二界面中显示多个标签类别，以及每个标签类别对应的一个或多个应用程序的名称和图标。其中，多个标签类别包括两个以及两个以上的标签类别。
本申请提供的应用程序推荐方法，通过电子设备接收在应用市场应用程序的第一界面中输入的搜索内容。根据搜索内容与应用程序和/或标识类别之间的关联关系，可展示第一标签类别、第二标签类别、第一标签类别对应的第一应用程序的名称和图标、以及第二标签类别对应的第二应用程序的名称和图标。从而，使得用户能够层次化地查看到多个标识类别的应用程序，有利于吸引用户继续查看或下载应用程序，还使得用户能够比对多个标识类别的应用程序，有益于用户进行准确区分和快速选择，提升了应用推荐的用户检索体验，增加了应用程序推荐的转化率。
另外，还可准确地推荐与搜索内容相关的应用程序，提升了应用程序推荐的相关性，降低了推荐与搜索内容无关的应用的几率，增加了推荐的应用程序的查询量、点击率和下载量，给用户带来了更佳的推荐体验。
其中，上述的关联关系可理解为第一标签类别和/或第二标签类别与搜索内容相关。和/或，第一应用程序信息和第二应用程序信息与搜索内容相关。前述内容可参见前文提及的服务器将每个应用程序聚类到某个类目的对应的标签类别的应用程序中，并对搜索内容的语义进行分析，得到与搜索内容关联的多个标签类别的应用程序的描述。
其中，本申请提及的应用市场应用程序可替换为应用市场网页版本和/或应用市场公众号。为了便于说明，本申请以应用市场应用程序进行举例示意。
基于上述描述，电子设备在展示任意一个应用程序的详情内容的同时，还可继续展示与搜索内容关联的多个标签类别的应用程序。
在一些实施例中，本申请的应用程序推荐方法还可以包括：
步骤201、接收在第二界面中针对于第一应用程序信息的第一操作。
其中，第一应用程序信息的第一操作用于触发显示第一应用程序的详情内容。例如，第一操作可为第一应用程序的图标或名称上触发的操作。第一操作的类型可以包括但不限于点击、双击、长按等类型。
例如，第一应用程序信息的第一操作可为图3D或图3I实施例提及的用户界面13中的应用11的图标或名称上触发的操作。或者，第一应用程序信息的第一操作可为图3D或图3I实施例提及的用户界面13中的控件1053上触发的操作。或者，第一应用程序信息的第一操作可为图5实施例提及的应用程序1的操作1。
其中，步骤201的具体实现方式可参见图3D或图3I、以及图5实施例中的S17的描述，此处不做赘述。
步骤202、响应于第一操作，显示应用市场应用程序的第三界面，第三界面包括第一应用程序的详情内容、第一标签类别、第二标签类别、第三应用程序信息和第二应用程序信息，第三应用程序信息包括第三应用程序的名称和图标，第三应用程序的标签类别为第一标签类别。
其中，第三界面为应用市场应用程序的一个用户界面。第三界面用于展示第一应用程序的详情内容。本申请对第三界面的具体实现方式不做限定。
例如，第三界面可为图3E实施例提及的用户界面14。或者，第三界面可为图3H实施例提及的用户界面17。或者，第三界面可为图5实施例提及的应用程序1的详情页。换句话说，第三界面可为图5实施例提及的S21中的应用程序1的详情内容和标签聚类应用列表。
其中，第一应用程序的详情内容可参见前文提及的任意一个应用程序的详情内容的描述。
例如，第一应用程序的详情内容可为图3E实施例提及的区域1121和区域1122中的应用11的详情内容。或者，第一应用程序的详情内容可为图3H实施例提及的区域1241和区域1242中的应用12的详情内容。或者，第一应用程序的详情内容可为图5实施例提及的应用程序1的详情内容。
其中，第三应用程序信息为与第三应用程序相关的信息，如第三应用程序的名称和图标。第三应用程序的数量可为一个或多个。在第三应用程序为多个时，多个应用程序的标签类别均为第一标签类别。
比较第二界面与第三界面，第一应用程序信息变为了第三应用程序信息，第二应用程序信息的内容不改变。另外，任意一个应用程序信息的展示方式可改变或不改变，本申请对此不做限定。
例如，第一标签类别可为图3D或图3I实施例提及的社交游戏，第一应用程序为图3D或图3I实施例提及的应用11，第三应用程序为图3E实施例提及的应用12，或应用12和应用13。第二标签类别可为图3D或图3I实施例提及的少儿游戏，第二应用程序为图3D或图3I和图3E实施例提及的应用21，或应用21和应用22。
或者，第一标签类别可为图3D或图3I实施例提及的社交游戏，第一应用程序为图3D或图3I实施例提及的应用12，第三应用程序为图3H实施例提及的应用11，或应用11和应用13。第二标签类别可为图3D或图3I实施例提及的少儿游戏，第二应用程序为图3D或图3I和图3E实施例提及的应用21，或应用21和应用22。
其中，步骤202的具体实现方式可参见图3E、图3F、图3H、以及图5实施例中的S21的描述，此处不做赘述。
综上，电子设备在接收到第二界面中查看第一标签类别中的任意一个应用程序的操作后，可在第三界面中显示该应用程序的详细内容、第一标签类别、第二标签类别、以及每个标签类别对应的一个或多个应用程序的名称和图标。
基于上述描述，比较第二界面与第三界面，第一标签类别对应的应用程序的数量可改变。
除了步骤202中的内容之外，第三界面还包括第四应用程序信息，第四应用程序信息包括第四应用程序的名称和图标，第四应用程序的标签类别为第一标签类别。
其中，第四应用程序信息为与第四应用程序相关的信息，如第四应用程序的名称和图标。第四应用程序的数量可为一个或多个。在第四应用程序为多个时，多个应用程序的标签类别均为第一标签类别。
例如，第一标签类别可为图3D或图3I实施例提及的社交游戏，第一应用程序为图3D或图3I实施例提及的应用11，第三应用程序为图3E实施例提及的应用12，第四应用程序为应用13。
比较第二界面与第三界面，第二标签类别对应的应用程序的数量可改变。
除了步骤202中的内容之外，第三界面还包括第五应用程序信息，第五应用程序信息包括第五应用程序的名称和图标，第五应用程序的标签类别为第二标签类别。
其中，第五应用程序信息为与第五应用程序相关的信息，如第五应用程序的名称和图标。第五应用程序的数量可为一个或多个。在第五应用程序为多个时，多个应用程序的标签类别均为第二标签类别。
例如，第二标签类别可为图3D或图3I实施例提及的少儿游戏，第二应用程序为图3D或图3I实施例提及的应用21，第五应用程序为图3E实施例提及的应用22。
在另一些实施例中，本申请的应用程序推荐方法还可以包括：
步骤301、接收在第二界面中针对于第二应用程序信息的第二操作。
其中，第二应用程序信息的第二操作用于触发显示第二应用程序的详情内容。例如，第二操作可为第二应用程序的图标或名称上触发的操作。第二操作的类型可以包括但不限于点击、双击、长按等类型。
其中，第二操作为在第二界面中针对于第二应用程序信息的操作。
例如，第二应用程序信息的第二操作可为图3D或图3I实施例提及的用户界面13中的应用21的图标或名称上触发的操作。或者，第二应用程序信息的第二操作可为图5实施例提及的应用程序1的操作1。
和/或，第二操作为在第三界面中针对于第二应用程序信息的操作。
例如，第二应用程序信息的第二操作可为图3E或图3H实施例提及的用户界面14中的应用21的图标或名称上触发的操作。或者，第二应用程序信息的第二操作可为图5实施例提及的应用程序1的操作1。
其中，步骤201的具体实现方式可参见图3D或图3I、以及图5实施例中的S17的描述，此处不做赘述。
步骤302、响应于第二操作，显示应用市场应用程序的第四界面，第四界面包括第二应用程序的详情内容、第一标签类别、第二标签类别、第一应用程序信息和第六应用程序信息，第六应用程序信息包括第六应用程序的名称和图标，第六应用程序的标签类别为第二标签类别。
其中，第四界面为应用市场应用程序的一个用户界面。第四界面用于展示第二应用程序的详情内容。本申请对第四界面的具体实现方式不做限定。另外，第三界面与第四界面不同。
例如，第四界面可为图3F实施例提及的用户界面15。或者，第四界面可为图5实施例提及的应用程序1的详情页。换句话说，第四界面可为图5实施例提及的S21中的应用程序1的详情内容和标签聚类应用列表。
其中，第二应用程序的详情内容可参见前文提及的任意一个应用程序的详情内容的描述。
例如，第二应用程序的详情内容可为图3F实施例提及的区域1171和区域1172中的应用21的详情内容。或者，第二应用程序的详情内容可为图5实施例提及的应用程序1的详情内容。
其中，第六应用程序信息为与第六应用程序相关的信息，如第六应用程序的名称和图标等。第六应用程序的数量可为一个或多个。在第六应用程序为多个时，多个应用程序的标签类别均为第二标签类别。
比较第二界面与第四界面，第一应用程序信息变为了第三应用程序信息，第二应用程序信息的内容不改变。另外，任意一个应用程序信息的展示方式可改变或不改变，本申请对此不做限定。
比较第二界面与第四界面，第一应用程序信息的内容不改变，第二应用程序信息变为了第六 应用程序信息。另外，任意一个应用程序信息的展示方式可改变或不改变，本申请对此不做限定。
例如，第二标签类别可为图3D或图3I和图3E实施例提及的少儿游戏，第二应用程序为图3D或图3I和图3E实施例提及的应用21，第六应用程序为图3F实施例提及的应用22，或应用22和应用23。第一标签类别可为图3D或图3I和图3E实施例提及的社交游戏，第一应用程序为图3D或图3I和图3E实施例提及的应用11，或应用11和应用12。
其中，步骤202的具体实现方式可参见图3F、以及图5实施例中的S21的描述，此处不做赘述。
综上，电子设备在接收到第二界面或第三界面中查看第二标签类别中的任意一个应用程序的操作后，可在第三界面中显示该应用程序的详细内容、第一标签类别、第二标签类别、以及每个标签类别对应的一个或多个应用程序的名称和图标。
基于上述实施例的描述，第二界面、第三界面和第四界面中的一个或多个界面可以展示三个及三个以上的标签类别，以及每个标签类别的名称和图标。
除了上述的每个界面的内容之外，第二界面、第三界面和第四界面还包括第三标签类别和第七应用程序信息，第七应用程序信息包括第七应用程序的名称和图标，第七应用程序的标签类别为第三标签类别，第一标签类别、第二标签类别和第三标签类别均不同。
其中，第三标签类别为应用程序的标签类别，第三标签类别可参见前文提及的标签类别的描述。第一标签类别、第二标签类别和第三标签类别均不同。换句话说，第一标签类别对应的应用程序、第一标签类别对应的应用程序和第三标签类别对应的应用程序通常不同。
其中，第一标签类别、第二标签类别和第三标签类别属于同一个类目。或者，第一标签类别、第二标签类别和第三标签类别属于两个或三个类目。第三标签类别可采用文本、图片、控件等方式进行展示。
例如，第三标签类别可为图3D或图3I实施例提及的休闲游戏，第七应用程序为图3D或图3I实施例提及的应用31，或应用31和应用32。或者，第三标签类别可为图3D或图3I实施例提及的益智游戏，第七应用程序为图3D或图3I实施例提及的应用41，或应用41和应用42。或者，第三标签类别可为图3D或图3I实施例提及的单击游戏，第七应用程序为图3D或图3I实施例提及的应用51，或应用51和应用52。或者，第三标签类别可为图3D或图3I实施例提及的单机游戏，第七应用程序为图3D或图3I实施例提及的应用61，或应用61和应用62。
本申请中，一个应用程序的详情页中，该应用程序的标签类别排在最前面。其他标签类别可按照搜索内容的结果页中的排序进行展示。
其中，每个标签类别的排序与每个标签类别的历史操作行为相关。另外，每个标签类别的排序还与每个标签类别的应用程序的热度相关。每个标签类别的排序的实现过程可参见服务器对多个标签类别进行排序的描述，此处不做赘述。
其中，第二界面中的多个标签类别的排序与第三界面中的多个标签类别的排序相同。第二界面中的多个标签类别的排序与第四界面中的多个标签类别的排序不同。
在一些实施例中，第一标签类别、第二标签类别和第三标签类别在第二界面和第三界面中的排序均为第一排序。第一标签类别、第二标签类别和第三标签类别在第四界面中的排序为第二排序。
第一排序为第一标签类别在第二标签类别之前，第二标签类别在第三标签类别之前。
第二排序为第二标签类别在第一标签类别之前，第一标签类别在第三标签类别之前。
其中，一个标签类别位于另一个标签类别之前可理解为一个标签类别所在的区域在另一个标签类别所在的区域的上方/左方。
例如，上述内容的具体实现方式可参见图3A-图3I实施例的描述，此处不做赘述。
基于上述实施例的描述，电子设备在搜索内容的结果页和/或任意一应用程序的详情页中查看某个标签类别的应用程序时，可在展开页中推荐该标签类别的多个应用程序。
在一些实施例中，本申请的应用程序推荐方法还可以包括：
步骤401、接收针对于第一标签类别的第三操作。
其中，第一标签类别的第三操作用于触发显示第一标签类别对应的多个应用程序。例如，第 三操作可为第一标签类别的文本或控件上触发的操作。第三操作的类型可以包括但不限于点击、双击、长按等类型。
例如，第一标签类别的第三操作可为图3D或图3I实施例提及的用户界面13中的控件1054或控件1064上触发的操作。或者，第一应用程序信息的第一操作可为图3E实施例提及的用户界面14中的控件1132或控件1142上触发的操作。
其中，步骤401的具体实现方式可参见图3D-图3E、图3I实施例的描述，此处不做赘述。
步骤402、响应第三操作，显示应用市场应用程序的第五界面，第五界面包括第一应用推荐列表，第一应用推荐列表包括多个应用程序，每个应用程序的标签类别为第一标签类别。
其中，第五界面为应用市场应用程序的一个用户界面。第五界面用于展示第一标签类别对应的多个应用程序。本申请对第五界面的具体实现方式不做限定。例如，第五界面可为图3G实施例提及的用户界面16。
其中，步骤402的具体实现方式可参见图3G实施例的描述，此处不做赘述。
综上，电子设备在接收到第二界面、第三界面、或第四界面中的任意一个界面中查看任意一个标签类别的操作后，可在第五界面中显示该标签类别对应的多个应用程序。
另外，第五界面还包括第一标签类别和第二标签类别。例如，第一标签类别可为图3G实施例提及的用户界面16中的控件1211，第二标签类别可为图3G实施例提及的用户界面16中的控件1212或控件1213。
在一些实施例中，电子设备在接收到一个标签类别对应的第五界面中查看另一个标签类别的操作后，可在第六界面中显示另一个标签类别对应的多个应用程序。从而，实现了不同标签类别对应的应用程序之间的切换。
在一些实施例中，S102中的一种可行的实现方式可以包括：
步骤501、向服务器发送搜索内容。
其中，服务器的具体实现方式可参见图1-图5实施例中的服务器的描述，步骤501可参见图5实施例中的S12的描述，此处不做赘述。
步骤502、从服务器接收第一标签类别、第二标签类别、第一应用程序信息和第二应用程序信息。
其中，第一标签类别、第二标签类别、第一应用程序信息和第二应用程序信息的具体实现方式可参见图5实施例中的标签聚类应用列表的描述，步骤502可参见图5实施例中的S15的描述，此处不做赘述。
步骤503、在第二界面中显示第一标签类别、第二标签类别、第一应用程序信息和第二应用程序信息。
其中，步骤503可参见图5实施例中的S16的描述，此处不做赘述。
综上，电子设备通过与服务器的交互，可在搜索内容的结果页中显示多个标签类别以及每个标签类别的应用程序的名称和图标。
示例性地，本申请提供一种应用程序推荐装置，包括用于执行前文实施例中的应用程序推荐方法的一个或多个模块。
示例性地，本申请提供一种通信系统，包括：电子设备和服务器；通信系统可参见前文图4所示的通信系统的描述，电子设备可参见前文图1-图6所示的电子设备的描述，服务器可参见前文图1-图6所示的服务器的描述。
示例性地，本申请提供一种电子设备，包括：存储器和处理器；存储器用于存储程序指令；处理器用于调用存储器中的程序指令使得电子设备执行前文实施例中的应用程序推荐方法。
示例性地，本申请提供一种芯片系统，芯片系统应用于包括存储器、显示屏和传感器的电子设备；芯片系统包括：处理器；当处理器执行存储器中存储的计算机指令时，电子设备执行前文实施例中的应用程序推荐方法。
示例性地，本申请提供一种计算机可读存储介质，其上存储有计算机程序，计算机程序被处理器使得电子设备执行时实现前文实施例中的应用程序推荐方法。
示例性地，本申请提供一种计算机程序产品，包括：执行指令，执行指令存储在可读存储介质中，电子设备的至少一个处理器可以从可读存储介质读取执行指令，至少一个处理器执行执行指令使得电子设备实现前文实施例中的应用程序推荐方法。
在上述实施例中，全部或部分功能可以通过软件、硬件、或者软件加硬件的组合来实现。当使用软件实现时，可以全部或部分地以计算机程序产品的形式实现。所述计算机程序产品包括一个或多个计算机指令。在计算机上加载和执行所述计算机程序指令时，全部或部分地产生按照本申请所述的流程或功能。所述计算机可以是通用计算机、专用计算机、计算机网络、或者其他可编程装置。所述计算机指令可以存储在计算机可读存储介质中。所述计算机可读存储介质可以是计算机能够存取的任何可用介质或者是包含一个或多个可用介质集成的服务器、数据中心等数据存储设备。所述可用介质可以是磁性介质，(例如，软盘、硬盘、磁带)、光介质(例如，DVD)、或者半导体介质(例如，固态硬盘(solid state disk，SSD))等。
本领域普通技术人员可以理解实现上述实施例方法中的全部或部分流程，该流程可以由计算机程序来指令相关的硬件完成，该程序可存储于计算机可读取存储介质中，该程序在执行时，可包括如上述各方法实施例的流程。而前述的存储介质包括：只读存储器(read-only memory，ROM)或随机存取存储器(random access memory，RAM)、磁碟或者光盘等各种可存储程序代码的介质。

Claims (17)

  1. 一种应用程序推荐方法，其特征在于，应用于电子设备，所述方法包括：
    接收在应用市场应用程序的第一界面中输入的搜索内容；
    响应于所述搜索内容，显示所述应用市场应用程序的第二界面，所述第二界面包括第一标签类别、第二标签类别、第一应用程序信息和第二应用程序信息，所述第一应用程序信息包括第一应用程序的名称和图标，所述第二应用程序信息包括第二应用程序的名称和图标，所述第一应用程序的标签类别为所述第一标签类别，所述第二应用程序的标签类别为所述第二标签类别，所述第一标签类别与所述第二标签类别不同。
  2. 根据权利要求1所述的方法，其特征在于，所述第一标签类别和/或所述第二标签类别与所述搜索内容相关，和/或，所述第一应用程序信息和所述第二应用程序信息与所述搜索内容相关。
  3. 根据权利要求1或2所述的方法，其特征在于，所述方法还包括：
    接收在所述第二界面中针对于所述第一应用程序信息的第一操作；
    响应于所述第一操作，显示所述应用市场应用程序的第三界面，所述第三界面包括所述第一应用程序的详情内容、所述第一标签类别、所述第二标签类别、第三应用程序信息和所述第二应用程序信息，所述第三应用程序信息包括第三应用程序的名称和图标，所述第三应用程序的标签类别为所述第一标签类别。
  4. 根据权利要求3所述的方法，其特征在于，所述第三界面还包括第四应用程序信息，所述第四应用程序信息包括第四应用程序的名称和图标，所述第四应用程序的标签类别为所述第一标签类别。
  5. 根据权利要求3或4所述的方法，其特征在于，所述第三界面还包括第五应用程序信息，所述第五应用程序信息包括第五应用程序的名称和图标，所述第五应用程序的标签类别为所述第二标签类别。
  6. 根据权利要求1-5任一项所述的方法，其特征在于，所述方法还包括：
    接收第二操作；
    响应于所述第二操作，显示所述应用市场应用程序的第四界面，所述第四界面包括所述第二应用程序的详情内容、所述第一标签类别、所述第二标签类别、所述第一应用程序信息和第六应用程序信息，所述第六应用程序信息包括第六应用程序的名称和图标，所述第六应用程序的标签类别为所述第二标签类别。
  7. 根据权利要求6所述的方法，其特征在于，所述第二操作为在所述第二界面和/或第三界面中针对于所述第二应用程序信息的操作。
  8. 根据权利要求1-7任一项所述的方法，其特征在于，所述第二界面、第三界面和第四界面还包括第三标签类别和第七应用程序信息，所述第七应用程序信息包括第七应用程序的名称和图标，所述第七应用程序的标签类别为所述第三标签类别。
  9. 根据权利要求8所述的方法，其特征在于，
    所述第一标签类别、所述第二标签类别和所述第三标签类别在所述第二界面中的排序为第一排序，所述第一排序为所述第一标签类别在所述第二标签类别之前，所述第二标签类别在所述第三标签类别之前；
    所述第一标签类别、所述第二标签类别和所述第三标签类别在所述第四界面中的排序为第二排序，所述第二排序为所述第二标签类别在所述第一标签类别之前，所述第一标签类别在所述第三标签类别之前。
  10. 根据权利要求8所述的方法，其特征在于，所述第一标签类别、所述第二标签类别和所述第三标签类别在所述第二界面和所述第三界面中的排序均为第一排序，所述第一排序为所述第一标签类别在所述第二标签类别之前，所述第二标签类别在所述第三标签类别之前。
  11. 根据权利要求8-10任一项所述的方法，其特征在于，每个标签类别的排序与每个标签类别的历史操作行为相关。
  12. 根据权利要求1-11任一项所述的方法，其特征在于，所述方法还包括：
    接收针对于所述第一标签类别的第三操作；
    响应所述第三操作，显示所述应用市场应用程序的第五界面，所述第五界面包括第一应用推荐列表，所述第一应用推荐列表包括多个应用程序，每个应用程序的标签类别为所述第一标签类别。
  13. 根据权利要求12所述的方法，其特征在于，所述第五界面还包括所述第一标签类别和所述第二标签类别。
  14. 根据权利要求1-13任一项所述的方法，其特征在于，所述第一应用程序信息还包括所述第一应用程序的控件；所述方法还包括：
    接收针对于所述第一应用程序的控件的第四操作；
    响应于所述第四操作，在所述电子设备中安装或更新所述第一应用程序。
  15. 根据权利要求1-14任一项所述的方法，其特征在于，所述响应于所述搜索内容，显示所述应用市场应用程序的第二界面，包括：
    向服务器发送所述搜索内容；
    从所述服务器接收所述第一标签类别、所述第二标签类别、所述第一应用程序信息和所述第二应用程序信息；
    在所述第二界面中显示所述第一标签类别、所述第二标签类别、所述第一应用程序信息和所述第二应用程序信息。
  16. 一种电子设备，其特征在于，包括：存储器和处理器；
    所述存储器用于存储程序指令；
    所述处理器用于调用所述存储器中的程序指令使得所述电子设备执行权利要求1-15任一项所述的应用程序推荐方法。
  17. 一种计算机可读存储介质，其特征在于，包括计算机指令，当所述计算机指令在电子设备上运行时，使得所述电子设备执行如权利要求1-15任一项所述的应用程序推荐方法。
PCT/CN2023/119453 2022-09-30 2023-09-18 应用程序推荐方法和电子设备 WO2024067216A1 (zh)

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