CN108073437B - Application recommendation method and mobile terminal - Google Patents
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- CN108073437B CN108073437B CN201711381784.7A CN201711381784A CN108073437B CN 108073437 B CN108073437 B CN 108073437B CN 201711381784 A CN201711381784 A CN 201711381784A CN 108073437 B CN108073437 B CN 108073437B
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Abstract
The invention discloses an application recommendation method and a mobile terminal, wherein the method comprises the following steps: determining a historical time period corresponding to a first time period to which the current moment belongs; determining at least one target application program according to the use records of the application programs in the historical time period; and displaying the icon of the target application program in the target display area. According to the method and the device, the recommended icon of the target application program is displayed according to the use record of the application program, so that the user can quickly find the required application, and the trouble of manually searching the application icon by the user is avoided.
Description
Technical Field
The invention relates to the field of intelligent terminals, in particular to an application recommendation method and a mobile terminal.
Background
With the development of the mobile internet, the functions and types of mobile applications are increasing, and more applications are installed on mobile terminals. In order to conveniently and quickly find the required application on the mobile terminal, people begin to sort the application in a classification mode.
However, even if various applications are sorted, when a user starts a certain application, the user still needs to find a folder of a corresponding category, so that the user cannot quickly find a desired application program.
Disclosure of Invention
The embodiment of the invention provides an application recommendation method and a mobile terminal, and aims to solve the problem that a user cannot quickly find a required application program in the prior art.
In a first aspect, an embodiment of the present invention provides an application recommendation method, including:
determining a historical time period corresponding to a first time period to which the current moment belongs;
determining at least one target application program according to the use records of the application programs in the historical time period;
and displaying the icon of the target application program in a target display area.
In a second aspect, an embodiment of the present invention further provides a mobile terminal, including:
the first determining module is used for determining a historical time period corresponding to a first time period to which the current moment belongs;
the second determining module is used for determining at least one target application program according to the use records of the application programs in the historical time period;
and the display module is used for displaying the icon of the target application program in the target display area.
In a third aspect, an embodiment of the present invention further provides a mobile terminal, where the mobile terminal includes a processor, a memory, and a computer program stored in the memory and capable of running on the processor, and when the processor executes the computer program, the steps of the application recommendation method are implemented.
In a fourth aspect, an embodiment of the present invention further provides a computer-readable storage medium, where a computer program is stored on the computer-readable storage medium, and when the computer program is executed by a processor, the steps of the application recommendation method are implemented.
Therefore, the application recommendation method and the mobile terminal in the embodiment of the invention display the recommended icon of the target application program according to the use record of the application program, so that the user can quickly find the required application, and the trouble of manually searching the application icon by the user is avoided.
Drawings
In order to more clearly illustrate the technical solutions of the embodiments of the present invention, the drawings needed to be used in the description of the embodiments of the present invention will be briefly introduced below, and it is obvious that the drawings in the following description are only some embodiments of the present invention, and it is obvious for those skilled in the art that other drawings can be obtained according to these drawings without inventive labor.
FIG. 1 is a flow chart illustrating an application recommendation method according to an embodiment of the present invention;
FIG. 2 is a diagram illustrating the time period division in a statistical cycle according to an embodiment of the present invention;
FIG. 3 is a schematic diagram illustrating a display of an application recommendation interface in an embodiment of the present invention;
fig. 4 is a schematic diagram illustrating a module structure of a mobile terminal according to an embodiment of the present invention;
fig. 5 shows a block diagram of a mobile terminal according to an embodiment of the invention.
Detailed Description
Exemplary embodiments of the present invention will be described in more detail below with reference to the accompanying drawings. While exemplary embodiments of the invention are shown in the drawings, it should be understood that the invention can be embodied in various forms and should not be limited to the embodiments set forth herein. Rather, these embodiments are provided so that this disclosure will be thorough and complete, and will fully convey the scope of the invention to those skilled in the art.
As shown in fig. 1, an embodiment of the present invention provides an application recommendation method, which specifically includes the following steps:
step 101: and determining the historical time period corresponding to the first time period to which the current moment belongs.
Wherein, each statistical cycle comprises a plurality of continuous and non-overlapping time periods, and the first time period is a time period of a specific date in the statistical cycle. The statistical period includes at least one natural day, one natural day is divided into a plurality of continuous and non-overlapping time periods, for example, the statistical period is one week, one natural day is divided into 5 time periods, that is, 4.8 hours is one time period, as shown in fig. 2, 0:00 to 4:47 for time periods 1, 4:48 to 9: time period 2, 9:36 to 14: time period 3, 14: 24 to 19:11 are periods 4, 19:12 to 23: and 59 is time period 5. The first time period is a time period of a specific date in the statistical cycle, and assuming that the current time is 7 am of monday, the first time period to which the current time belongs is a time period 2 of monday in one week. It should be noted that the above division is only an exemplary illustration, and specifically, a natural day may be divided into a plurality of continuous and non-overlapping equal or unequal time periods according to needs.
Step 102: at least one target application is determined based on usage records of the applications over a historical period of time.
The usage record of the application program is used for indicating all application programs accessed within a statistical time period and historical access conditions of each application program, and specifically, the usage record includes: an accessed application and an initial time of use of the accessed application. For example, the usage record may be used to indicate information such as the time of the initial use of the respective application that was accessed, the duration of use, the time of the termination of use, and the like.
Step 103: and displaying the icon of the target application program in the target display area.
The mobile terminal recommends applications that the user may need to use at the current moment according to the application use conditions of the user in the last week or a plurality of previous weeks, and specifically, the user slides upwards with a hand from the bottom of the screen to obtain an application recommendation list at the current moment.
Specifically, step 102 specifically includes: and selecting N accessed applications with the starting use time of the application program in the historical time period closest to the current time as target application programs, wherein N is a positive integer. For example, the application history access information indicates that the application programs accessed in the time period 2 of the last monday include application a, application B, and application C, where the initial use time of application a is 5:30, the initial use time of application B is 7:00, and the initial use time of application C is 7: 30. if the current time is 6 morning on monday: and 40, determining that the current time belongs to the time period 2, and generating an application recommendation list of the current time by using the application A, the application B and the application C.
Specifically, step 102 may be implemented by: determining candidate recommended applications according to the use records of the application programs in the historical time period; and selecting N application programs with the starting use time closest to the current time from the candidate recommended applications as target application programs. For example, the usage record indicates that the application programs accessed during time period 2 of the last Monday include application A, application B, and application C, then application A, application B, and application C are determined to be candidate recommended applications. Wherein the initial use time of the application A is 5:30, the initial use time of the application B is 7:00, and the initial use time of the application C is 7: 30. if the current time is 6 morning on monday: 40, where N is 2, then the application B with the initial use time of 7:00 and the application C with the initial use time of 7:30, which are closer to the current time 6:40, are selected from the above applications, and the application B and the application C in the candidate recommended applications are determined as the target application program at the current time.
In order to further improve the recommendation accuracy, the usage record of the application program further includes the number of times of usage of the accessed application program, and the step of determining at least one target application program according to the usage record of the application program further includes: and selecting M applications with the most use times in the historical time period to be determined as candidate recommended applications, wherein M is a positive integer. For example, the usage record indicates that the application programs accessed in the time period 2 of the last monday include application a, application B, application C, and application D, where the number of usage times of application a and application B is 3, the number of usage times of application C is 2, and the number of usage times of application D is 1. If M is 3, the application A, the application B and the application C which are used more frequently are determined as candidate recommended applications. It is worth pointing out that a threshold value of the number of times of use may also be set, and the M applications whose number of times of use exceeds the threshold value are determined as candidate recommended applications, and if the number of applications whose number of times of use exceeds the threshold value exceeds M, the M applications with the largest number of times of use are selected from the applications and determined as candidate recommended applications; and if the number of the applications of which the use times exceed the threshold value is less than M, determining all the applications as candidate recommended applications, and selecting a plurality of applications of which the use times are not greater than the threshold value to complement the M applications.
In addition, in order to further improve the recommendation accuracy, the usage record of the application program further includes the usage duration of the accessed application program, and the step of determining the candidate recommended application according to the usage record of the application program in the historical time period further includes: and selecting P applications with the longest duration in the historical time period as candidate recommended applications, wherein P is a positive integer. For example, the application history access information indicates that the application programs accessed in the time period 2 of the last monday include application a, application B, application C, and application D, wherein the usage duration of application a and application B is 60 minutes, the usage duration of application C is 45 minutes, and the usage duration of application D is 30 minutes. If P is 3, the application A, the application B and the application C which are used for a long time duration are determined as candidate recommended applications. It is worth pointing out that a use duration threshold value can be set, P applications with use durations exceeding the threshold value are determined as candidate recommended applications, and if the number of the applications with use durations exceeding the threshold value exceeds P, P applications with the longest use durations are selected from the applications to be determined as the candidate recommended applications; if the number of the applications of which the use duration exceeds the threshold value is less than P, determining all the applications as candidate recommended applications, and selecting a plurality of applications of which the use duration is longest from the applications of which the use duration does not exceed the threshold value to supplement P applications.
Further, the recommended candidate applications can be determined by combining the number of times of use and the duration of use, wherein the preset number of candidate recommended applications can be screened out through different priorities. For example, if the priority of the number of times of use is set to be higher than the priority of the duration of use, the application with the higher number of times of use is preferentially selected and determined as the candidate recommended application, and if the number of times of use of different applications is the same, the application with the longer duration of use is selected and determined as the candidate recommended application. And if the use duration of different applications is the same, selecting the application with more use times to be determined as the candidate recommended application. The duration of use may be set as a single-use duration, or may be set as a total duration of use within a certain period of time.
Further, after step 101, the method further includes: counting accessed applications in a historical time period; recording the initial use time of the accessed application; and generating a use record of the application program according to the accessed application and the initial use time. Assuming that the statistical period is 7 days from sunday to saturday, that is, one period per week, each natural day is divided into 5 time periods, when the user starts application a at time t (e.g., 5:30 am), application a is recorded in the corresponding date (monday) and time period (time period 2), when the user starts application B after using application a for a while (e.g., 7:00 am), the historical access duration of application a is recorded, and the historical access start time of application B is recorded in the corresponding date and time period. It should be noted that, if the historical access duration of an application exceeds the length of the divided time period, the time periods crossed during the access of the application are all recorded. For example, application a was started 7:00 a.m. and was not closed until 10:00 a.m., application a was recorded in time period 2 and time period 3.
Further, the mobile terminal can sort the target application programs according to the use records of the target application programs, and sequentially display the icons of the sorted target application programs in the target display area. Further, the mobile terminal can further optimize and sort the recommendation list of the calculated applications according to the date and the time period of the current time and the application information used recently. The icon of the target application program is displayed in the following ways:
the method comprises the steps of firstly, sequencing according to the initial use time of a target application program; and displaying the icons of the sequenced target application programs in the target display area in sequence. Specifically, the current time is the time period n of the week k, and the mobile terminal first acquires the application use information of the time period n of the week k of the last week or a plurality of weeks before. For example, in the time period 2 in which the current time is monday, the usage record indicates that the user uses the application a, the application B, the application C, and the application D in sequence in the time period 2 in which the last monday is monday, and then the recommended applications in the application recommendation list are ranked as application a, application B, application C, and application D.
If a specific application program in at least one target application program is accessed and the access duration is less than the use duration indicated by the use record, displaying an icon of the specific application program at the head of the target display area; sequencing other application programs in at least one target application program according to the initial use time; and sequentially displaying the icons of the sequenced application programs at other positions except the first position in the target display area. Wherein the other application programs are application programs except for the specific application program in the at least one target application program. That is, the mobile terminal analyzes whether the user has accessed a certain application within a time period of the current time, and adjusts the ranking of each target application in the target display area in combination with the most recently used application. Suppose that the user started application a, application B, application C, and application D in sequence during the same time period of the last week, where the duration of use of application B is M0. And if the application which is used most recently in the current period is the application B, the use time of the application B which is accessed is M1, and M1 is less than M0, displaying the icon of the application B through the head of the target display area, and sequentially arranging the application A, the application C and the application D according to the initial use time.
If a specific application program in at least one target application program is accessed and the access duration is greater than or equal to the use duration indicated by the use record, displaying an icon of the specific application program at the last position of the target display area; sequencing other application programs in at least one target application program according to the initial use time; and sequentially displaying the icons of the sequenced application programs at other positions except the last position in the target display area. Wherein the other application is an application other than the specific application in the at least one target application. That is, the mobile terminal analyzes whether the user has accessed a certain application within a time period of the current time, and adjusts the ranking of each target application in the target display area in combination with the most recently used application. Suppose that the user started application a, application B, application C, and application D in sequence during the same time period of the last week, where the duration of use of application B is M0. And if the application which is used most recently in the current period is the application B, the using time of the application B is M1, and M1 is greater than or equal to M0, displaying the icon of the application B through the last position of the target display area, and sequentially arranging the application A, the application C and the application D according to the initial using time. Further, if the usage record of the application indicates that other applications were accessed before the initial usage time of the specific application, the other applications may be arranged at the recommended position before the last position according to the initial usage time, and the other applications accessed after the initial usage time of the specific application may be arranged in order from the first position of the recommended application display area according to the initial usage time arrangement. Assuming that the usage record indicates that the access time of application B is later than that of application a, when the most recently used application is application B, application a may have already been accessed, so application a may be arranged at the second last position before application B, and other applications are sorted by the access start time, as shown in fig. 3, and the applications in the final application recommendation list are sorted as application C, application D, application a, and application B.
In the application recommendation method of the embodiment of the invention, the mobile terminal continuously records and counts the use records of different applications of the user in different time periods on different dates, recommends the target application program which is possibly accessed in the next period for the user, and displays the icons of the target application programs in the target display area, so that the user can quickly find the required application, and the trouble of manually searching the application icon by the user is avoided.
The above embodiments respectively describe in detail the application recommendation method in different scenarios, and the following further describes the corresponding mobile terminal with reference to fig. 4.
As shown in fig. 4, the mobile terminal 400 according to the embodiment of the present invention can determine the historical time period corresponding to the first time period to which the current time belongs in the foregoing embodiment; determining at least one target application program according to the use records of the application programs in the historical time period; the details of the icon method of the target application program are displayed in the target display area, and the same effect is achieved, the mobile terminal 400 specifically includes the following functional modules:
a first determining module 410, configured to determine a historical time period corresponding to a first time period to which a current time belongs;
a second determining module 420, configured to determine at least one target application according to the usage record of the application in the historical time period;
and a display module 430, configured to display an icon of the target application in the target display area.
Each statistical cycle comprises a plurality of continuous and non-overlapping time periods, and the first time period is a time period of a specific date in the statistical cycle; the application history access information includes: the accessed application and the historical access start time of the accessed application.
Wherein the second determining module 420 comprises:
the first determining submodule is used for determining candidate recommended applications according to the use records of the application programs in the historical time period;
and the generation submodule is used for selecting N application programs with the starting use time closest to the current time from the candidate recommended applications as target application programs, wherein N is a positive integer.
Wherein the usage record further comprises: the number of uses;
the first determination submodule includes:
and the first determining unit is used for selecting M application programs with the largest use times in the historical time period to determine the M application programs as candidate recommended applications, wherein M is a positive integer.
Wherein the usage record further comprises: a duration of use;
the first determination sub-module further includes:
and the second determining unit is used for selecting P application programs with the longest use duration in the historical time period to determine the application programs as candidate recommendation applications, and P is a positive integer.
Wherein, the mobile terminal 400 further includes:
a statistics module for counting accessed applications within a historical time period;
the recording module is used for recording the initial use time of the accessed application;
and the generating module is used for generating the use record of the application program according to the accessed application and the initial use time.
Wherein, the display module 430 includes:
the first sequencing submodule is used for sequencing the target application program according to the use record of the target application program;
and the first display sub-module is used for sequentially displaying the sequenced icons of the target application programs in the target display area.
It is worth pointing out that the mobile terminal according to the embodiment of the present invention is a mobile terminal corresponding to the application recommendation method, and both the implementation manner and the realized technical effect of the method are applicable to the embodiment of the mobile terminal. The mobile terminal displays the recommended icon of the target application program according to the use record of the application program, so that the user can quickly find the required application, and the trouble of manually searching the application icon by the user is avoided.
Further, fig. 5 is a schematic diagram of a hardware structure of a mobile terminal for implementing various embodiments of the present invention, where the mobile terminal 50 includes, but is not limited to: a radio frequency unit 51, a network module 52, an audio output unit 53, an input unit 54, a sensor 55, a display unit 56, a user input unit 57, an interface unit 58, a memory 59, a processor 510, and a power supply 511. Those skilled in the art will appreciate that the mobile terminal architecture shown in fig. 5 is not intended to be limiting of mobile terminals, and that a mobile terminal may include more or fewer components than shown, or some components may be combined, or a different arrangement of components. In the embodiment of the present invention, the mobile terminal includes, but is not limited to, a mobile phone, a tablet computer, a notebook computer, a palm computer, a vehicle-mounted terminal, a wearable device, a pedometer, and the like.
Wherein, the radio frequency unit 51 is configured to receive and transmit data under the control of the processor 510;
a processor 510, configured to determine a historical time period corresponding to a first time period to which a current time belongs;
determining at least one target application program according to the use records of the application programs in the historical time period;
and displaying the icon of the target application program in the target display area.
According to the mobile terminal provided by the embodiment of the invention, the target application program which is possibly accessed in the next period is recommended for the user by continuously recording and counting the use records of the user for different applications in different time periods on different dates, and the icons of the target application programs are displayed in the target display area, so that the user can quickly find the required application, and the trouble of manually searching the application icon by the user is avoided.
It should be understood that, in the embodiment of the present invention, the radio frequency unit 51 may be used for receiving and sending signals during a message sending and receiving process or a call process, and specifically, receives downlink data from a base station and then processes the received downlink data to the processor 510; in addition, the uplink data is transmitted to the base station. Typically, the radio frequency unit 51 includes, but is not limited to, an antenna, at least one amplifier, a transceiver, a coupler, a low noise amplifier, a duplexer, and the like. In addition, the radio frequency unit 51 may also communicate with a network and other devices through a wireless communication system.
The mobile terminal provides the user with wireless broadband internet access via the network module 52, such as assisting the user in sending and receiving e-mails, browsing web pages, and accessing streaming media.
The audio output unit 53 may convert audio data received by the radio frequency unit 51 or the network module 52 or stored in the memory 59 into an audio signal and output as sound. Also, the audio output unit 53 may also provide audio output related to a specific function performed by the mobile terminal 50 (e.g., a call signal reception sound, a message reception sound, etc.). The audio output unit 53 includes a speaker, a buzzer, a receiver, and the like.
The input unit 54 is used to receive audio or video signals. The input Unit 54 may include a Graphics Processing Unit (GPU) 51 and a microphone 542, and the Graphics processor 541 processes image data of still pictures or video obtained by an image capturing device (such as a camera) in a video capture mode or an image capture mode. The processed image frames may be displayed on the display unit 56. The image frames processed by the graphic processor 541 may be stored in the memory 59 (or other storage medium) or transmitted via the radio frequency unit 51 or the network module 52. The microphone 542 may receive sound, and may be capable of processing such sound into audio data. The processed audio data may be converted into a format output transmittable to a mobile communication base station via the radio frequency unit 51 in case of the phone call mode.
The mobile terminal 50 also includes at least one sensor 55, such as a light sensor, motion sensor, and other sensors. Specifically, the light sensor includes an ambient light sensor that can adjust the brightness of the display panel 561 according to the brightness of ambient light, and a proximity sensor that can turn off the display panel 561 and/or the backlight when the mobile terminal 50 moves to the ear. As one of the motion sensors, the accelerometer sensor can detect the magnitude of acceleration in each direction (generally three axes), detect the magnitude and direction of gravity when stationary, and can be used to identify the posture of the mobile terminal (such as horizontal and vertical screen switching, related games, magnetometer posture calibration), and vibration identification related functions (such as pedometer, tapping); the sensors 55 may also include a fingerprint sensor, a pressure sensor, an iris sensor, a molecular sensor, a gyroscope, a barometer, a hygrometer, a thermometer, an infrared sensor, etc., which will not be described in detail herein.
The display unit 56 is used to display information input by the user or information provided to the user. The Display unit 56 may include a Display panel 561, and the Display panel 561 may be configured in the form of a Liquid Crystal Display (LCD), an Organic Light-Emitting Diode (OLED), or the like.
The user input unit 57 may be used to receive input numeric or character information and generate key signal inputs related to user settings and function control of the mobile terminal. Specifically, the user input unit 57 includes a touch panel 571 and other input devices 572. The touch panel 571, also referred to as a touch screen, can collect touch operations by a user (e.g., operations by a user on the touch panel 571 or near the touch panel 571 using a finger, a stylus, or any suitable object or attachment). The touch panel 571 may include two parts, a touch detection device and a touch controller. The touch detection device detects the touch direction of a user, detects a signal brought by touch operation and transmits the signal to the touch controller; the touch controller receives touch information from the touch sensing device, converts the touch information into touch point coordinates, sends the touch point coordinates to the processor 510, and receives and executes commands sent by the processor 510. In addition, the touch panel 571 can be implemented by various types, such as resistive, capacitive, infrared, and surface acoustic wave. The user input unit 57 may include other input devices 572 in addition to the touch panel 571. In particular, the other input devices 572 may include, but are not limited to, a physical keyboard, function keys (such as volume control keys, switch keys, etc.), a trackball, a mouse, and a joystick, which are not described herein.
Further, the touch panel 571 can be overlaid on the display panel 561, and when the touch panel 571 detects a touch operation on or near the touch panel 571, the touch panel is transmitted to the processor 510 to determine the type of the touch event, and then the processor 510 provides a corresponding visual output on the display panel 561 according to the type of the touch event. Although the touch panel 571 and the display panel 561 are shown in fig. 5 as two separate components to implement the input and output functions of the mobile terminal, in some embodiments, the touch panel 571 and the display panel 561 may be integrated to implement the input and output functions of the mobile terminal, and the implementation is not limited herein.
The interface unit 58 is an interface for connecting an external device to the mobile terminal 50. For example, the external device may include a wired or wireless headset port, an external power supply (or battery charger) port, a wired or wireless data port, a memory card port, a port for connecting a device having an identification module, an audio input/output (I/O) port, a video I/O port, an earphone port, and the like. The interface unit 58 may be used to receive input from external devices (e.g., data information, power, etc.) and transmit the received input to one or more elements within the mobile terminal 50 or may be used to transmit data between the mobile terminal 50 and external devices.
The memory 59 may be used to store software programs as well as various data. The memory 59 may mainly include a storage program area and a storage data area, wherein the storage program area may store an operating system, an application program required for at least one function (such as a sound playing function, an image playing function, etc.), and the like; the storage data area may store data (such as audio data, a phonebook, etc.) created according to the use of the cellular phone, and the like. Further, the memory 59 may include high speed random access memory, and may also include non-volatile memory, such as at least one magnetic disk storage device, flash memory device, or other volatile solid state storage device.
The processor 510 is a control center of the mobile terminal, connects various parts of the entire mobile terminal using various interfaces and lines, performs various functions of the mobile terminal and processes data by operating or executing software programs and/or modules stored in the memory 59 and calling data stored in the memory 59, thereby monitoring the entire mobile terminal. Processor 510 may include one or more processing units; preferably, the processor 510 may integrate an application processor, which mainly handles operating systems, user interfaces, application programs, etc., and a modem processor, which mainly handles wireless communications. It will be appreciated that the modem processor described above may not be integrated into processor 510.
The mobile terminal 50 may further include a power supply 511 (e.g., a battery) for supplying power to various components, and preferably, the power supply 511 may be logically connected to the processor 510 via a power management system, so that functions of managing charging, discharging, and power consumption are performed via the power management system.
In addition, the mobile terminal 50 includes some functional modules that are not shown, and thus, the detailed description thereof is omitted.
Preferably, an embodiment of the present invention further provides a mobile terminal, which includes a processor 510, a memory 59, and a computer program stored in the memory 59 and capable of running on the processor 510, where the computer program, when executed by the processor 510, implements each process of the above-mentioned embodiment of the application recommendation method, and can achieve the same technical effect, and in order to avoid repetition, details are not described here again.
The embodiment of the present invention further provides a computer-readable storage medium, where a computer program is stored on the computer-readable storage medium, and when the computer program is executed by a processor, the computer program implements each process of the above-mentioned embodiment of the application recommendation method, and can achieve the same technical effect, and in order to avoid repetition, details are not repeated here. The computer-readable storage medium may be a Read-Only Memory (ROM), a Random Access Memory (RAM), a magnetic disk or an optical disk.
Those of ordinary skill in the art will appreciate that the various illustrative elements and algorithm steps described in connection with the embodiments disclosed herein may be implemented as electronic hardware or combinations of computer software and electronic hardware. Whether such functionality is implemented as hardware or software depends upon the particular application and design constraints imposed on the implementation. Skilled artisans may implement the described functionality in varying ways for each particular application, but such implementation decisions should not be interpreted as causing a departure from the scope of the present invention.
It is clear to those skilled in the art that, for convenience and brevity of description, the specific working processes of the above-described systems, apparatuses and units may refer to the corresponding processes in the foregoing method embodiments, and are not described herein again.
In the embodiments provided in the present application, it should be understood that the disclosed apparatus and method may be implemented in other ways. For example, the above-described apparatus embodiments are merely illustrative, and for example, the division of the units is only one logical division, and other divisions may be realized in practice, for example, a plurality of units or components may be combined or integrated into another system, or some features may be omitted, or not executed. In addition, the shown or discussed mutual coupling or direct coupling or communication connection may be an indirect coupling or communication connection through some interfaces, devices or units, and may be in an electrical, mechanical or other form.
The units described as separate parts may or may not be physically separate, and parts displayed as units may or may not be physical units, may be located in one place, or may be distributed on a plurality of network units. Some or all of the units can be selected according to actual needs to achieve the purpose of the solution of the embodiment.
In addition, functional units in the embodiments of the present invention may be integrated into one processing unit, or each unit may exist alone physically, or two or more units are integrated into one unit.
The functions, if implemented in the form of software functional units and sold or used as a stand-alone product, may be stored in a computer readable storage medium. Based on such understanding, the technical solution of the present invention may be embodied in the form of a software product, which is stored in a storage medium and includes instructions for causing a computer device (which may be a personal computer, a server, or a network device) to execute all or part of the steps of the method according to the embodiments of the present invention. And the aforementioned storage medium includes: various media capable of storing program codes, such as a U disk, a removable hard disk, a ROM, a RAM, a magnetic disk, or an optical disk.
While the preferred embodiments of the present invention have been described, it will be understood by those skilled in the art that various changes and modifications may be made without departing from the spirit and scope of the invention as defined in the following claims.
Claims (6)
1. An application recommendation method, comprising:
determining a historical time period corresponding to a first time period to which the current moment belongs;
determining at least one target application program according to the use records of the application programs in the historical time period;
displaying an icon of the target application program in a target display area;
the step of determining at least one target application program according to the usage record of the application program in the historical time period comprises the following steps:
determining candidate recommended applications according to the use records of the application programs in the historical time period;
selecting N application programs with the starting use time closest to the current time from the candidate recommended applications as target application programs, wherein N is a positive integer;
the step of displaying the icon of the target application program in the target display area comprises the following steps:
sequencing the target application programs according to the use records of the target application programs;
sequentially displaying the icons of the sequenced target application programs in a target display area;
after the step of sorting the target applications according to the usage records of the target applications, the method further comprises:
optimizing the arrangement sequence of the candidate recommended applications according to the application information used by the user recently;
the step of optimizing the ranking order of the candidate recommended applications according to the application information recently used by the user includes:
if a first application program in at least one target application program is accessed and the access duration is less than the use duration indicated by the use record, displaying an icon of the first application program at the head of a target display area;
and if the first application program in the at least one target application program is accessed and the access duration is greater than or equal to the use duration indicated by the use record, displaying the icon of the first application program at the last position of the target display area.
2. The application recommendation method according to claim 1, wherein before the step of determining at least one target application according to the usage record of the application in the historical time period, the method further comprises:
counting accessed applications in the historical time period;
recording the initial use time of the accessed application;
and generating a use record of the application program according to the accessed application and the starting use time.
3. A mobile terminal, comprising:
the first determining module is used for determining a historical time period corresponding to a first time period to which the current moment belongs;
the second determining module is used for determining at least one target application program according to the use records of the application programs in the historical time period;
the display module is used for displaying the icon of the target application program in a target display area;
the second determining module includes:
the first determining submodule is used for determining candidate recommended applications according to the use records of the application programs in the historical time period;
the generation submodule is used for selecting N application programs with the starting use time closest to the current time from the candidate recommended applications as target application programs, and N is a positive integer;
the display module includes:
the first sequencing submodule is used for sequencing the target application program according to the use record of the target application program;
the first display sub-module is used for sequentially displaying the icons of the sequenced target application programs in a target display area;
the display module further includes:
the sequencing optimization submodule is used for optimizing the sequencing sequence of the candidate recommended applications according to the application information used by the user recently;
the order optimization submodule is specifically configured to:
if a first application program in at least one target application program is accessed and the access duration is less than the use duration indicated by the use record, displaying an icon of the first application program at the head of a target display area;
and if the first application program in the at least one target application program is accessed and the access duration is greater than or equal to the use duration indicated by the use record, displaying the icon of the first application program at the last position of the target display area.
4. The mobile terminal of claim 3, wherein the mobile terminal further comprises:
the statistic module is used for counting the accessed applications in the historical time period;
the recording module is used for recording the initial use time of the accessed application;
and the generating module is used for generating a use record of the application program according to the accessed application and the starting use time.
5. A mobile terminal, characterized in that the mobile terminal comprises a processor, a memory, a computer program stored on the memory and executable on the processor, the processor implementing the steps of the application recommendation method according to claim 1 or 2 when executing the computer program.
6. A computer-readable storage medium, characterized in that a computer program is stored on the computer-readable storage medium, which computer program, when being executed by a processor, carries out the steps of the application recommendation method as set forth in claim 1 or 2.
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