CN110781390A

CN110781390A - Information recommendation method and mobile terminal

Info

Publication number: CN110781390A
Application number: CN201911004406.6A
Authority: CN
Inventors: 刘赛
Original assignee: Vivo Mobile Communication Co Ltd
Current assignee: Vivo Mobile Communication Co Ltd
Priority date: 2019-10-21
Filing date: 2019-10-21
Publication date: 2020-02-11

Abstract

The invention provides an information recommendation method and a mobile terminal. The method comprises the following steps: determining the reading time of a user according to the current time and the current target position of the mobile terminal; determining a target idle state of the user based on the target position and the reading duration; acquiring a target collection intention corresponding to the target idle state; and acquiring target collection information corresponding to the target collection intention, and recommending the target collection information to the user. The method and the device can push the collection information based on the pre-stored collection information with different collection intentions by combining with the actual user intention, realize the purpose of automatically pushing the collection information, avoid the need of searching the collection information again by the user, and save the time of the user.

Description

Information recommendation method and mobile terminal

Technical Field

The present invention relates to the field of mobile communications technologies, and in particular, to an information recommendation method and a mobile terminal.

Background

With the rapid development of mobile communication technology, mobile terminals have become an indispensable part of people's life and work.

When a user uses a mobile terminal (e.g., a mobile phone) to read contents such as books and news, the contents are not completely read for various reasons, and the user usually selects to collect the contents of interest. At present, the collection functions of the mobile terminal are messy and intelligent arrangement is not carried out, so that a user collects the collected contents but rarely refers the collected contents again. Although most of the existing APP (Application) collection functions have been available for a long time, due to Application barriers, the collected contents are scattered in different APPs, so that a user easily forgets in which APP the collection of contents is executed; meanwhile, all the collection functions currently only stay in the collection stage, but most of the collection functions are collected for searching again when needed later, and the collection functions are not optimized for searching, so that even if a user remembers which collected content, the searching again is troublesome, and the time of the user is wasted.

Disclosure of Invention

The embodiment of the invention provides an information recommendation method and a mobile terminal, and aims to solve the problems that in the prior art, users have trouble searching contents collected in multiple APPs, and the time of the users is greatly wasted.

In order to solve the above technical problem, the embodiment of the present invention is implemented as follows:

in a first aspect, an embodiment of the present invention provides an information recommendation method, including: determining the reading time of a user according to the current time and the current target position of the mobile terminal; determining a target idle state of the user based on the target position and the reading duration; acquiring a target collection intention corresponding to the target idle state; and acquiring target collection information corresponding to the target collection intention, and recommending the target collection information to the user.

In a second aspect, an embodiment of the present invention provides a mobile terminal, including: the reading duration determining module is used for determining the reading duration of a user according to the current time and the current target position of the mobile terminal; a target state determination module, configured to determine a target idle state of the user based on the target position and the reading duration; the target intention acquisition module is used for acquiring a target collection intention corresponding to the target idle state; and the target information recommending module is used for acquiring the target collection information corresponding to the target collection intention and recommending the target collection information to the user.

In a third aspect, an embodiment of the present invention provides a mobile terminal, including a processor, a memory, and a computer program stored on the memory and operable on the processor, where the computer program, when executed by the processor, implements the steps of any of the information recommendation methods described above.

In a fourth aspect, an embodiment of the present invention 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 the steps of any one of the information recommendation methods described above.

In the embodiment of the invention, the reading time length of the user is determined according to the current time and the current target position of the mobile terminal, the target idle state of the user is determined based on the target position and the reading time length, the target collection intention corresponding to the target idle state is obtained, the target collection information corresponding to the target collection intention is obtained, and the target collection information is recommended to the user. The embodiment of the invention can push the collection information based on the pre-stored collection information with different collection intentions by combining with the actual user intention, realizes the purpose of automatically pushing the collection information, does not need the user to search the collection information again, and saves the time of the user.

Drawings

FIG. 1 is a flowchart illustrating steps of a method for recommending information according to an embodiment of the present invention;

FIG. 2 is a flowchart illustrating steps of a method for recommending information according to an embodiment of the present invention;

fig. 3 is a schematic structural diagram of a mobile terminal according to an embodiment of the present invention;

fig. 4 is a schematic structural diagram of a mobile terminal according to an embodiment of the present invention;

fig. 5 is a block diagram of a mobile terminal according to an embodiment of the present invention.

Detailed Description

The technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the drawings in the embodiments of the present invention, and it is obvious that the described embodiments are some, not all, embodiments of the present invention. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present invention.

Example one

Referring to fig. 1, a flowchart illustrating steps of an information recommendation method according to an embodiment of the present invention is shown, where the information recommendation method may be applied to a mobile terminal, and specifically may include the following steps:

step 101: and determining the reading time of the user according to the current time and the current target position of the mobile terminal.

In the embodiment of the present invention, the mobile terminal may be a mobile electronic Device such as a mobile phone and a PAD (Portable Android Device).

The target position refers to a position where the mobile terminal is currently located, namely, the current position of the mobile terminal.

The current time refers to the current system time, such as the time xx year xx month xx day of Beijing, x minutes x seconds and the like.

In the embodiment of the present invention, a target position (such as longitude and latitude coordinates) of the mobile terminal may be located through a GPS (Global Positioning System) module built in the mobile terminal.

In practical applications, a person skilled in the art may also obtain the current target position of the mobile terminal in other manners, which may be determined according to service requirements, and the embodiment of the present invention is not limited thereto.

The current time may be obtained in real time, may be system time, or may be time obtained from a network, and specifically, may be determined according to a service requirement.

The reading duration refers to the length of time that the mobile terminal user can read currently, for example, if the user can read for 30min currently, the reading duration is 30 min; and when the user can use 50min reading time currently, the reading time length is 50 min.

It should be understood that the above examples are only examples for better understanding of the technical solutions of the embodiments of the present invention, and are not to be taken as the only limitation of the embodiments of the present invention.

According to the invention, the state of the user can be roughly divided into positions of home, on the road, in a company (school), out and the like by combining the big data collection of the user behavior according to the current target position and the current time of the mobile terminal, and the reading duration of the user can be further obtained by combining the current time and the historical behavior data of the user. For example, when the user is at home, the current time is 19:30, and it can be known from big data that the washing sleep time of the user is 22:00, the reading time of the user is: 2h30 min.

It should be understood that the above-mentioned examples are only examples for better understanding of the technical solutions of the embodiments of the present invention, and are not to be taken as the only limitation of the embodiments of the present invention.

After the reading duration of the user is determined, step 102 is performed.

Step 102: and determining a target idle state of the user based on the target position and the reading duration.

In the present invention, the idle state may include a short idle state and a long rest state.

The target idle state refers to the current, unprecedented state of the user. The way to obtain the target idle state may be: determining that the target of the user is idle according to the current target position of the mobile terminal and the reading time of the user, for example, when the user is at home, the current time is 19:30, and the washing sleep time of the user is 22:00 according to big data, the target idle state of the user can be determined to be a long-time rest state; when the user goes to the company (such as public transport or subway) and the time for taking the public transport or subway is 20min, the target idle state of the user can be determined to be a transient idle state.

In a specific implementation, a person skilled in the art may also obtain a target idle state of a user in other manners, for example, a behavior of the user currently using an Application (APP), where a specific manner may be: when a user uses short-frequency APPs such as microblogs, news, tremble hands and the like, judging that the user is in a transient idle state; when the user uses APP mainly watching long videos, such as love art, Youkou and Tencent videos, the user is judged to be in a long-time rest state.

After determining the target idle state of the user, step 103 is performed.

Step 103: and acquiring a target collection intention corresponding to the target idle state.

The collection intention refers to an intention of the user when collecting information, such as an intention of accuracy later, rereading later, idle again and the like.

Of course, there may be the same collection intent for different types of collection information, for example, the collection intent for the content information of the learning class is later precision and later rereading; the collection of entertainment-like content is intended for future precision and future rereading, etc.

It is to be understood that the above-described examples are merely illustrative for better understanding of the embodiments of the present invention and are not to be construed as the only limitations on the embodiments of the present invention.

The collection intents corresponding to different idle states are stored in the mobile terminal system in advance, and are shown in the following table 1:

table 1:

idle state	Intention of collection
		Short idle	Idle reread
Rest for a long time	Future accuracy, review

As shown in Table 1 above, for the transient idle state, this may correspond to a collection intent: reading again when the device is idle; for a long rest state, this may correspond to a college intent: accuracy later and review later.

The association relationship between the idle state and the collection intention may be stored in the mobile terminal system in the form of the list, and of course, the association relationship may also be stored in the form of a database table.

The target collection intent refers to a collection intent corresponding to the target idle state.

After the target idle state of the user is determined, the collection intention corresponding to the target idle state may be obtained according to the association relationship between the idle state and the collection intention, for example, the table 1 is referred to, and when the target idle state is short idle, the target collection intention is: reading again when the device is idle; and when the target idle state is a long-time rest, the target collection intention is as follows: accuracy later and review later.

After the target collection intent corresponding to the target idle state is obtained, step 104 is executed.

Step 104: and acquiring target collection information corresponding to the target collection intention, and recommending the target collection information to the user.

The collection information refers to content that a user adds a collection when reading content such as an article, for example, the collection information may be a technical document, a mathematical problem, and the like, and specifically, may be determined according to an actual situation, which is not limited in this embodiment of the present invention.

The collection information can be classified and managed according to different collection intentions in the mobile terminal, for example, the collection intentions are classified into A, B and C, and the collection intention A can include the following collection information: information 1, information 2, and information 3, the collection intention B may include collection information: information 4 and information 5, the collection intention C may include collection information: information 6, information 7, and information 8.

The target collection information is collection information corresponding to the target collection intention, and for example, when the target collection intention is the collection intention B, the target collection information is information 4 and information 5, taking the above example as a reference.

Of course, the target collection information may be one collection information or a plurality of collection information, and specifically, may be determined according to an actual situation, and the embodiment of the present invention is not limited thereto.

After the target collection intention corresponding to the target idle state is obtained, the target collection information corresponding to the target collection intention can be obtained, and then the target collection information can be recommended to the user.

According to the embodiment of the invention, the collection information can be pushed in combination with the actual user intention by combining the pre-stored collection information with different collection intentions.

The information recommendation method provided by the embodiment of the invention determines the reading time length of the user according to the current time and the current target position of the mobile terminal, determines the target idle state of the user based on the target position and the reading time length, acquires the target collection intention corresponding to the target idle state, acquires the target collection information corresponding to the target collection intention, and recommends the target collection information to the user. The embodiment of the invention can push the collection information based on the pre-stored collection information with different collection intentions by combining with the actual user intention, realizes the purpose of automatically pushing the collection information, does not need the user to search the collection information again, and saves the time of the user.

Example two

Referring to fig. 2, a flowchart illustrating steps of an information recommendation method according to an embodiment of the present invention is shown, where the information recommendation method may be applied to a mobile terminal, and specifically may include the following steps:

step 201: and acquiring the information type corresponding to the collection information in the process of reading the collection information by the user.

The information type refers to a type corresponding to the collection information, and the information type may include a learning type, an entertainment type, a technical type, and the like, and specifically, may be determined according to a service requirement.

In the process of reading the collection information, the information type corresponding to the collection information may be acquired, and for the process of acquiring the information type, the following detailed description may be made with reference to the preferred embodiments.

In a preferred embodiment of the present invention, the step 201 may include:

substep A1: and extracting text information in the collection information.

In the embodiment of the present invention, the text information refers to a text extracted from the collection information, and specifically, the content of the collection can be intercepted during the reading process of the user, so as to extract the text information in the collection information.

Of course, in practical applications, the text information in the collection information may also be extracted in other manners, and specifically, the text information may be extracted according to practical situations.

After extracting the textual information in the favorites information, sub-step A2 is performed.

Substep A2: and analyzing the text information to determine keywords contained in the text information.

After extracting the textual information in the collection information, a textual analysis may be performed to determine keywords contained in the textual information, and sub-step A3 may be performed.

Substep A3: and determining the information type of the collection information based on the keyword.

After extracting the keywords in the text information, classification and judgment can be performed according to the keywords in the text information, and the content is intelligently classified according to an algorithm, for example, the recognized keywords such as learning, course, question and answer, knowledge, training and the like are returned to the learning class, and the other keywords are returned to the entertainment class.

It should be understood that the above preferred embodiment is only one way to determine the information type of the collection information, which is listed for better understanding of the technical solution of the embodiment of the present invention, and in a specific implementation, a person skilled in the art may also determine the information type of the collection information in other ways, which may be determined according to business requirements.

After the information type corresponding to the collection information is obtained, step 202 is executed.

Step 202: and after receiving the collection operation of the user on the collection information, determining the reading behavior corresponding to the collection information.

The collection operation refers to an operation generated when a user triggers a collection function in the process of reading the collection information, specifically, a collection button can be added in an interface corresponding to the collection information, and the user clicks the collection button to trigger generation of the collection operation.

Of course, the collection operation may also be an operation that is triggered and generated in other ways during the process of reading the collection information by the user, and specifically, may be determined according to the service requirement.

Reading behavior refers to collections used to determine under what scenario the user triggers. The reading behavior may be determined according to a reading completion rate and a reading rate when the user triggers generation of the favorite operation in the process of reading the favorite information, and specifically, the reading behavior may be described in detail with reference to the following preferred embodiments.

In a preferred embodiment of the present invention, the step 202 may include:

substep B1: and recording the first time when the user starts to read the collection information.

In the embodiment of the present invention, the first time is a time when the user starts reading the collection information.

When the user starts reading the collection information, the mobile terminal may record the first time at that time.

After the first time is recorded, sub-step B2 is performed.

Substep B2: and acquiring the total word number of all texts in the collection information.

The total word count refers to the number of words of all texts in the collection information.

And starting timing when a user reads the text, and acquiring the total word number of the reading content by utilizing the global capture function built in the mobile terminal.

After the total word count of all the texts in the favorite information is acquired, sub-step B3 is performed.

Substep B3: and acquiring the number of words read by the user for the collection information under the condition that the collection operation is received and the page where the collection information is located is exited.

The read word number refers to a word number which is already read when the user triggers the collection generation collection operation, specifically, the timing can be stopped when the user receives the collection operation and quits reading, and meanwhile, the user reads the word number through the quit stop page, namely the read word number of the collection information of the user.

After acquiring the number of words read by the user for the favorite information, sub-step B4 is performed.

Substep B4: and recording a second time when the user exits the page where the collection information is located.

The second time is the time corresponding to the time when the user quits the operation of reading the page where the collection information is located.

When the user exits reading, the second time at this time may be recorded and sub-steps B5 and B6 may be performed.

Substep B5: determining a reading completion rate of the user based on the read word count and the total word count.

After the read word count and the total word count are obtained, the reading completion rate of the user can be calculated, for example, when the total word count of the favorite information is 1000, and the read word count is 500, the reading completion rate is 1/2.

Substep B6: determining a reading rate of the user based on the first time, the second time, and the number of words read.

After acquiring the first time, the second time and the number of words read, the reading rate of the user may be calculated based on the first time, the second time and the number of words read, and the calculation may be: read word count/(second time-first time).

Substep B7: and determining the reading behavior corresponding to the collection information according to the reading completion rate and the reading rate.

After obtaining the reading completion rate and the reading rate, the reading behavior corresponding to the collection information may be obtained according to the reading completion rate and the reading rate, for example, as shown in table 2 below:

table 2:

as shown in table 2, when the text type is the learning type, the reading completion rate is 0-50%, and when the reading rate is not limited, the reading behavior may be the precision behavior; when the reading completion rate is 50-100%, and the reading rate is not limited, the reading behavior may be a review behavior, and the like.

After determining the reading behavior corresponding to the collection information, step 203 is executed.

Step 203: and determining the collection intention of the collection information based on the information type and the reading behavior.

The collection intents corresponding to different idle states are stored in the mobile terminal system in advance, and are shown in the following table 3:

table 3:

As shown in Table 3 above, for the transient idle state, this may correspond to a collection intent: reading again when the device is idle; for a long rest state, this may correspond to a college intent: accuracy later and review later.

After obtaining the information type and reading behavior corresponding to the collection information, the collection intention corresponding to the collection information may be based on, for example, as shown in the following table 4:

type of information	Act of reading	Intention of collection
			Study of	Precision behavior	Later precision
Study of	Review behavior	Review later
			Entertainment system	Read-back behavior	Idle reread
Entertainment system	Precision behavior	Later precision

As shown in table 4, the types corresponding to the collection information may correspond to the same collection intention, and in the present invention, the collection information of the collection intention may be stored in association with different information types.

For example, when the information type is a learning type, the collection intent may include future precision and future review; whereas when the information type is entertainment type, the collectible intent may include idle rereading and later precision.

After the information type and the reading behavior corresponding to the collection information are determined, the collection intention corresponding to the collection information can be determined according to the information type and the reading information.

After determining the collection intention corresponding to the collection information, step 204 is executed.

Step 204: and determining the reading time of the user according to the current time and the current target position of the mobile terminal.

After the reading duration of the user is determined, step 205 is performed.

Step 205: and acquiring the application type of the application program operated by the foreground of the mobile terminal.

In the invention, the corresponding application type can be determined according to the application program operated by the foreground of the mobile terminal, for example, when the APP operated by the foreground of the mobile terminal is a certain video APP, the application type can be determined to be a video type.

After acquiring the application type of the application program running in the foreground of the mobile terminal, step 206 is executed.

Step 206: and determining the target idle state of the user according to the application type, the target position and the reading duration.

The idle state may include a short idle state and a long rest state.

Of course, the present invention may also be combined with the current behavior of the user using the Application program (APP), and the specific manner may be: when a user uses short-frequency APPs such as microblogs, news, tremble hands and the like, judging that the user is in a transient idle state; when the user uses APP mainly watching long videos, such as love art, Youkou and Tencent videos, the user is judged to be in a long-time rest state.

After determining the target idle state of the user, step 207 is performed.

Step 207: and acquiring a target collection intention corresponding to the target idle state.

After the target idle state of the user is determined, the collection intention corresponding to the target idle state may be obtained according to the association relationship between the idle state and the collection intention, for example, the table 3 is received, and when the target idle state is short idle, the target collection intention is: reading again when the device is idle; and when the target idle state is a long-time rest, the target collection intention is as follows: accuracy later and review later.

After the target collection intent corresponding to the target idle state is obtained, step 208 is performed.

Step 208: and acquiring target collection information corresponding to the target collection intention, and recommending the target collection information to the user.

The target collection information is collection information of the target collection intention, and for example, when the target collection intention is the collection intention B, the target collection information is information 4 and information 5, taking the above example into account.

According to the embodiment of the invention, the collection information can be pushed in combination with the actual user intention through the collection information based on different pre-stored collection intentions.

The information recommendation method provided by the embodiment of the invention has the beneficial effects of the information recommendation method provided by the first embodiment, and can also determine the state of the user by combining the position of the user to recommend the collection information, so that the recommended collection information is closer to the user requirement, and the utilization rate of the collection information can be effectively improved.

EXAMPLE III

Referring to fig. 3, a schematic structural diagram of a mobile terminal provided in an embodiment of the present invention is shown, which may specifically include the following modules:

a reading duration determining module 310, configured to determine a reading duration of a user according to a current time and a current target location of the mobile terminal;

a target state determination module 320, configured to determine a target idle state of the user based on the target position and the reading duration;

a target intention obtaining module 330, configured to obtain a target collection intention corresponding to the target idle state;

and the target information recommending module 340 is configured to obtain target collection information corresponding to the target collection intention, and recommend the target collection information to the user.

The mobile terminal provided by the embodiment of the invention determines the reading time length of the user according to the current time and the current target position of the mobile terminal, determines the target idle state of the user based on the target position and the reading time length, acquires the target collection intention corresponding to the target idle state, acquires the target collection information corresponding to the target collection intention, and recommends the target collection information to the user. The embodiment of the invention can push the collection information based on the pre-stored collection information with different collection intentions by combining with the actual user intention, realizes the purpose of automatically pushing the collection information, does not need the user to search the collection information again, and saves the time of the user.

Example four

Referring to fig. 4, a schematic structural diagram of a mobile terminal provided in an embodiment of the present invention is shown, which may specifically include the following modules:

an information type obtaining module 410, configured to obtain an information type corresponding to collection information in a process of reading the collection information by the user;

a reading behavior determining module 420, configured to determine, when a collection operation performed on the collection information by the user is received, a reading behavior corresponding to the collection information;

a collection intention determining module 430, configured to determine a collection intention of the collection information based on the information type and the reading behavior;

a reading duration determining module 440, configured to determine a reading duration of a user according to a current time and a current target location of the mobile terminal;

a target state determination module 450, configured to determine a target idle state of the user based on the target position and the reading duration;

a target intention obtaining module 460, configured to obtain a target collection intention corresponding to the target idle state;

and the target information recommending module 470 is configured to obtain the target collection information corresponding to the target collection intention, and recommend the target collection information to the user.

Preferably, the information type obtaining module 410 includes:

the text information extraction submodule is used for extracting the text information in the collection information;

the keyword determining submodule is used for analyzing the text information and determining keywords contained in the text information;

and the information type determining submodule is used for determining the information type of the collection information based on the keyword.

Preferably, the reading behavior determination module 420 includes:

the first time recording submodule is used for recording the first time when the user starts to read the collection information;

a total word number obtaining submodule for obtaining the total word number of all texts in the collection information;

the read word number obtaining submodule is used for obtaining the read word number of the collection information of the user under the condition that the collection operation is received and the page where the collection information is located is exited;

the second time recording submodule is used for recording second time when the user exits the page where the collection information is located;

a reading completion rate determination sub-module for determining a reading completion rate of the user based on the read word count and the total word count;

a reading rate determination submodule for determining a reading rate of the user based on the first time, the second time and the number of words read;

and the reading behavior determining submodule is used for determining the reading behavior corresponding to the collection information according to the reading completion rate and the reading rate.

Preferably, the target state determination module 450 includes:

an application type obtaining sub-module 451, configured to obtain an application type of an application program running in the foreground of the mobile terminal;

and the target state determining submodule 452 is configured to determine a target idle state of the user according to the application type, the target position, and the reading duration.

The mobile terminal provided by the embodiment of the invention has the beneficial effects of the mobile terminal provided by the third embodiment, and can also determine the state of the user by combining the position of the user to recommend the collection information, so that the recommended collection information is closer to the user requirement, and the utilization rate of the collection information can be effectively improved.

EXAMPLE five

Referring to fig. 5, a hardware structure diagram of a mobile terminal for implementing various embodiments of the present invention is shown.

The mobile terminal 500 includes, but is not limited to: a radio frequency unit 501, a network module 502, an audio output unit 503, an input unit 504, a sensor 505, a display unit 506, a user input unit 507, an interface unit 508, a memory 509, 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.

A processor 510, configured to determine a reading duration of a user according to a current time and a current target location of the mobile terminal; determining a target idle state of the user based on the target position and the reading duration; acquiring a target collection intention corresponding to the target idle state; and acquiring target collection information corresponding to the target collection intention, and recommending the target collection information to the user.

It should be understood that, in the embodiment of the present invention, the radio frequency unit 501 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. In general, radio frequency unit 501 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 501 can also communicate with a network and other devices through a wireless communication system.

The mobile terminal provides the user with wireless broadband internet access through the network module 502, such as helping the user send and receive e-mails, browse webpages, access streaming media, and the like.

The audio output unit 503 may convert audio data received by the radio frequency unit 501 or the network module 502 or stored in the memory 509 into an audio signal and output as sound. Also, the audio output unit 503 may also provide audio output related to a specific function performed by the mobile terminal 500 (e.g., a call signal reception sound, a message reception sound, etc.). The audio output unit 503 includes a speaker, a buzzer, a receiver, and the like.

The input unit 504 is used to receive an audio or video signal. The input Unit 504 may include a Graphics Processing Unit (GPU) 5041 and a microphone 5042, and the Graphics processor 5041 processes image data of a still picture or video obtained by an image capturing device (e.g., a camera) in a video capturing mode or an image capturing mode. The processed image frames may be displayed on the display unit 506. The image frames processed by the graphic processor 5041 may be stored in the memory 509 (or other storage medium) or transmitted via the radio frequency unit 501 or the network module 502. The microphone 5042 may receive sounds and may be capable of processing such sounds 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 501 in case of the phone call mode.

The mobile terminal 500 also includes at least one sensor 505, such as a light sensor, motion sensor, and other sensors. Specifically, the light sensor includes an ambient light sensor that adjusts the brightness of the display panel 5061 according to the brightness of ambient light, and a proximity sensor that turns off the display panel 5061 and/or a backlight when the mobile terminal 500 is moved 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 505 may also include fingerprint sensors, pressure sensors, iris sensors, molecular sensors, gyroscopes, barometers, hygrometers, thermometers, infrared sensors, etc., which are not described in detail herein.

The display unit 506 is used to display information input by the user or information provided to the user. The Display unit 506 may include a Display panel 5061, and the Display panel 5061 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 507 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 507 includes a touch panel 5071 and other input devices 5072. Touch panel 5071, also referred to as a touch screen, may collect touch operations by a user on or near it (e.g., operations by a user on or near touch panel 5071 using a finger, stylus, or any suitable object or attachment). The touch panel 5071 may include two parts of 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 5071 may be implemented in various types such as a resistive type, a capacitive type, an infrared ray, and a surface acoustic wave. In addition to the touch panel 5071, the user input unit 507 may include other input devices 5072. In particular, other input devices 5072 may include, but are not limited to, a physical keyboard, function keys (e.g., volume control keys, switch keys, etc.), a trackball, a mouse, and a joystick, which are not described in detail herein.

Further, the touch panel 5071 may be overlaid on the display panel 5061, and when the touch panel 5071 detects a touch operation thereon or nearby, the touch operation 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 5061 according to the type of the touch event. Although in fig. 5, the touch panel 5071 and the display panel 5061 are two independent components to implement the input and output functions of the mobile terminal, in some embodiments, the touch panel 5071 and the display panel 5061 may be integrated to implement the input and output functions of the mobile terminal, and is not limited herein.

The interface unit 508 is an interface through which an external device is connected to the mobile terminal 500. 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 508 may be used to receive input (e.g., data information, power, etc.) from external devices and transmit the received input to one or more elements within the mobile terminal 500 or may be used to transmit data between the mobile terminal 500 and external devices.

The memory 509 may be used to store software programs as well as various data. The memory 509 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 by 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 509 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, and performs various functions of the mobile terminal and processes data by operating or executing software programs and/or modules stored in the memory 509 and calling data stored in the memory 509, thereby performing overall monitoring of the 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 500 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 500 includes some functional modules that are not shown, and thus, are not described in detail herein.

Preferably, an embodiment of the present invention further provides a mobile terminal, which includes a processor 510, a memory 509, and a computer program that is stored in the memory 509 and can be run on the processor 510, and when the computer program is executed by the processor 510, the processes of the information recommendation method embodiment are implemented, and the same technical effect can be achieved, 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 information recommendation method embodiment, and can achieve the same technical effect, and in order to avoid repetition, the detailed description is omitted 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.

It should be noted that, in this document, the terms "comprises," "comprising," or any other variation thereof, are intended to cover a non-exclusive inclusion, such that a process, method, article, or apparatus that comprises a list of elements does not include only those elements but may include other elements not expressly listed or inherent to such process, method, article, or apparatus. Without further limitation, an element defined by the phrase "comprising an … …" does not exclude the presence of other like elements in a process, method, article, or apparatus that comprises the element.

Through the above description of the embodiments, those skilled in the art will clearly understand that the method of the above embodiments can be implemented by software plus a necessary general hardware platform, and certainly can also be implemented by hardware, but in many cases, the former is a better implementation manner. Based on such understanding, the technical solutions of the present invention may be embodied in the form of a software product, which is stored in a storage medium (such as ROM/RAM, magnetic disk, optical disk) and includes instructions for enabling a terminal (such as a mobile phone, a computer, a server, an air conditioner, or a network device) to execute the method according to the embodiments of the present invention.

While the present invention has been described with reference to the embodiments shown in the drawings, the present invention is not limited to the embodiments, which are illustrative and not restrictive, and it will be apparent to those skilled in the art that various changes and modifications can be made therein without departing from the spirit and scope of the invention as defined in the appended claims.

Claims

1. An information recommendation method is applied to a mobile terminal, and is characterized by comprising the following steps:

determining the reading time of a user according to the current time and the current target position of the mobile terminal;

determining a target idle state of the user based on the target position and the reading duration;

acquiring a target collection intention corresponding to the target idle state;

and acquiring target collection information corresponding to the target collection intention, and recommending the target collection information to the user.

2. The method according to claim 1, wherein before the step of determining the reading duration of the user according to the current time and the current target location of the mobile terminal, further comprising:

acquiring an information type corresponding to collection information in the process of reading the collection information by the user;

after receiving the collection operation of the user on the collection information, determining the reading behavior corresponding to the collection information;

and determining the collection intention of the collection information based on the information type and the reading behavior.

3. The method according to claim 2, wherein the step of obtaining the information type corresponding to the collection information comprises:

extracting text information in the collection information;

analyzing the text information and determining keywords contained in the text information;

and determining the information type of the collection information based on the keyword.

4. The method of claim 2, wherein the step of determining the reading behavior corresponding to the collection information comprises:

recording the first time when the user starts to read the collection information;

acquiring the total word number of all texts in the collection information;

acquiring the number of words read by the user for the collection information under the condition that the collection operation is received and the page where the collection information is located is exited;

recording a second time when the user exits from the page where the collection information is located;

determining a reading completion rate of the user based on the read word count and the total word count;

determining a reading rate of the user based on the first time, the second time, and the number of words read;

and determining the reading behavior corresponding to the collection information according to the reading completion rate and the reading rate.

5. The method of claim 1, wherein said step of determining a target idle state of said user based on said target location and said reading duration comprises:

acquiring the application type of an application program operated by the foreground of the mobile terminal;

and determining the target idle state of the user according to the application type, the target position and the reading duration.

6. A mobile terminal, comprising:

the reading duration determining module is used for determining the reading duration of a user according to the current time and the current target position of the mobile terminal;

a target state determination module, configured to determine a target idle state of the user based on the target position and the reading duration;

the target intention acquisition module is used for acquiring a target collection intention corresponding to the target idle state;

and the target information recommending module is used for acquiring the target collection information corresponding to the target collection intention and recommending the target collection information to the user.

7. The mobile terminal of claim 6, further comprising:

the information type acquisition module is used for acquiring the information type corresponding to the collection information in the process of reading the collection information by the user;

the reading behavior determining module is used for determining the reading behavior corresponding to the collection information after receiving the collection operation of the user on the collection information;

and the collection intention determining module is used for determining the collection intention of the collection information based on the information type and the reading behavior.

8. The mobile terminal of claim 7, wherein the information type obtaining module comprises:

9. A mobile terminal, characterized in that it comprises a processor, a memory and a computer program stored on the memory and executable on the processor, which computer program, when executed by the processor, carries out the steps of the information recommendation method according to any one of claims 1 to 5.

10. A computer-readable storage medium, on which a computer program is stored which, when being executed by a processor, carries out the steps of the information recommendation method according to any one of claims 1 to 5.