CN108062401A - Using recommendation method, apparatus and storage medium - Google Patents
Using recommendation method, apparatus and storage medium Download PDFInfo
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- CN108062401A CN108062401A CN201711446056.XA CN201711446056A CN108062401A CN 108062401 A CN108062401 A CN 108062401A CN 201711446056 A CN201711446056 A CN 201711446056A CN 108062401 A CN108062401 A CN 108062401A
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/90—Details of database functions independent of the retrieved data types
- G06F16/95—Retrieval from the web
- G06F16/953—Querying, e.g. by the use of web search engines
- G06F16/9535—Search customisation based on user profiles and personalisation
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Abstract
This application discloses a kind of applications to recommend method, apparatus and storage medium, belongs to using recommended technology field.The described method includes：After search information is received, search information is sent to server, search information is used to indicate target class application function；The information for multiple first application functions determined according to search information that server is sent is received, multiple first application functions belong to target class application function；Show the information of multiple first application functions；After detecting that instruction screens the screening operation of intended application function from multiple first application functions, the indication information of intended application function is used to indicate to server transmission；Receive the information at least one application of intended application that server is sent；According at least one application of the information recommendation of at least one application.The application can solve the problems, such as that the process of screening application is cumbersome.
Description
Technical field
This application involves application recommended technology field, method, apparatus and storage medium are recommended in more particularly to a kind of application.
Background technology
With the development of science and technology, the application of the intelligent terminals such as smart mobile phone, tablet computer is more and more extensive, user can be controlled
Terminal processed downloads application on the server.
It is exemplary, when user needs control terminal to download with target class application function in application, user can be at this
The keyword of target class application function is inputted in terminal.Afterwards, which can be sent to server by terminal, in order to take
Business device sends the information of multiple applications with the target class application function according to the keyword to terminal.Finally, terminal can be with
According to the information for multiple applications that server is sent, recommend these applications to user.User can terminal recommend these should
It is applied with middle screening, and control terminal downloads the application of user's screening.
The content of the invention
This application provides a kind of applications to recommend method, apparatus and storage medium, can solve the process of screening application compared with
The problem of cumbersome.The technical solution is as follows：
In a first aspect, providing a kind of application recommends method, the described method includes：
After search information is received, described search information is sent to server, described search information is used to indicate target
Class application function；
The information for multiple first application functions determined according to described search information that the server is sent is received, it is described
Multiple first application functions belong to the target class application function；
Show the information of the multiple first application function；
After detecting that instruction screens the screening operation of intended application function from the multiple first application function, to institute
State the indication information that server transmission is used to indicate the intended application function；
Receive the information at least one application of the intended application that the server is sent；
According at least one application described in the information recommendation of at least one application.
Second aspect provides a kind of application and recommends method, the described method includes：
Receive the search information for being used to indicate target class application function that terminal is sent；
The information of multiple first application functions determined to terminal transmission according to described search information, the multiple the
One application function belongs to the target class application function；
The indication information that the terminal is sent is received, the indication information is used to indicate in the multiple first application function
Intended application function；
To the terminal transmission have the function of the intended application at least one application information, it is described it is at least one answer
Information is used to recommend at least one application for the terminal.
The third aspect, provides a kind of using recommendation apparatus, and the application recommendation apparatus includes：
First sending module, for after search information is received, described search information, described search to be sent to server
Information is used to indicate target class application function；
First receiving module, should for receiving the server is sent determined according to described search information multiple first
With the information of function, the multiple first application function belongs to the target class application function；
Display module, for showing the information of the multiple first application function；
Second sending module, for detecting instruction screening intended application function from the multiple first application function
Screening operation after, be used to indicate the indication information of the intended application function to server transmission；
Second receiving module has the function of that at least one of the intended application answers for receive that the server sends
Information；
Recommending module, at least one application described in the information recommendation according at least one application.
Fourth aspect, provides a kind of using recommendation apparatus, and the application recommendation apparatus includes：
First receiving module, for receiving the search information for being used to indicate target class application function of terminal transmission；
First sending module, for multiple first application functions determined to terminal transmission according to described search information
Information, the multiple first application function belongs to the target class application function；
Second receiving module, for receiving the indication information that the terminal is sent, the indication information is used to indicate described
Intended application function in multiple first application functions；
Second sending module, for there is the letter of at least one application of the intended application to terminal transmission
Breath, the information of at least one application are used to recommend at least one application for the terminal.
5th aspect, provide it is a kind of using recommendation apparatus, the application recommendation apparatus include processor, with the processor
Connected memory and the program instruction being stored on the memory, the processor perform real during described program instruction
Now application recommendation method as described in relation to the first aspect.
6th aspect, provide it is a kind of using recommendation apparatus, the application recommendation apparatus include processor, with the processor
Connected memory and the program instruction being stored on the memory, the processor perform real during described program instruction
Now recommendation method is applied as described in second aspect.
7th aspect, provides a kind of using commending system, and the application commending system includes：Terminal and server,
The terminal includes applying recommendation apparatus described in the third aspect；The server includes adding described in fourth aspect
The device of plusing good friend；
Alternatively, the terminal includes applying recommendation apparatus described in the 5th aspect；The server includes the 6th aspect institute
That states applies recommendation apparatus.
Eighth aspect provides a kind of computer program product for including instruction, when the computer program product is being counted
When being run on calculation machine so that apply recommendation method described in computer execution first aspect or second aspect.
9th aspect, provides a kind of computer readable storage medium, is stored thereon with program instruction, described program instruction
It is realized when being executed by processor and applies recommendation method as described in first aspect or second aspect.
The advantageous effect that the technical solution that the application provides is brought includes at least：It is used to indicate in terminal to server transmission
After the search information of target class application function, server can show in the target class application function that multiple first should with instruction terminal
With the information of function.Afterwards, terminal can screen intended application work(according to the selection of user in the plurality of first application function
Can, and then server can only recommend the application with intended application with instruction terminal to user, without recommending mesh to user
The application of other application function in class application function is marked, so as to reduce the quantity of the application of terminal recommendation, simplifying screening should
Process.
Description of the drawings
In order to illustrate more clearly of the technical solution in the embodiment of the present application, make required in being described below to embodiment
Attached drawing is briefly described, it should be apparent that, the accompanying drawings in the following description is only some embodiments of the present application, for
For those of ordinary skill in the art, without creative efforts, other are can also be obtained according to these attached drawings
Attached drawing.
Fig. 1 is the schematic diagram of the implementation environment involved by application recommendation method provided in an embodiment of the present invention；
Fig. 2 recommends method flow diagram for a kind of application provided in an embodiment of the present invention；
Fig. 3 recommends method flow diagram for another application provided in an embodiment of the present invention；
Fig. 4 recommends method flow diagram for another application provided in an embodiment of the present invention；
Fig. 5 is a kind of schematic diagram for showing interface provided in an embodiment of the present invention；
Fig. 6 is a kind of correspondence schematic diagram applied with application function provided in an embodiment of the present invention；
Fig. 7 is a kind of schematic diagram for recommending interface provided in an embodiment of the present invention；
Fig. 8 is a kind of structure diagram using recommendation apparatus provided in an embodiment of the present invention；
Fig. 9 is another structure diagram for applying recommendation apparatus provided in an embodiment of the present invention；
Figure 10 is a kind of block diagram using recommendation apparatus provided in an embodiment of the present invention；
Figure 11 is another block diagram for applying recommendation apparatus provided in an embodiment of the present invention.
Specific embodiment
To make the object, technical solutions and advantages of the present invention clearer, below in conjunction with attached drawing to embodiment party of the present invention
Formula is described in further detail, it is clear that described embodiment is only a part of embodiment of the present invention rather than whole
Embodiment.Based on the embodiments of the present invention, those of ordinary skill in the art are obtained without making creative work
The all other embodiment obtained, belongs to the scope of protection of the invention.
It please refers to Fig.1, it illustrates showing for the implementation environment involved by application recommendation method provided in an embodiment of the present invention
It is intended to.The implementation environment can include：Server 101 and at least one terminal, Fig. 1 illustrate only a terminal 102.
Server 101 can be a server or the server cluster either one being made of several servers
A cloud computing service center, the server 101 can be application server.Terminal 102 can be smart mobile phone, computer, tablet
Computer, multimedia player, electronic reader or wearable device etc..
Can connection be established by cable network or wireless network between server 101 and terminal 102.Wherein, it is wired
Network can include but is not limited to：Universal serial bus (Universal Serial Bus, USB), wireless network can include
But it is not limited to：Wireless Fidelity (Wireless Fidelity, WIFI), bluetooth, infrared, purple honeybee (Zigbee), data etc..
Fig. 2 recommends method flow diagram for a kind of application provided in an embodiment of the present invention, this can be used for using recommendation method
Terminal 102 shown in FIG. 1, as shown in Fig. 2, this can include using recommendation method：
Step 201, after search information is received, send search information to server, which is used to indicate mesh
Mark class application function.
Step 202, the information for receiving multiple first application functions determined according to search information that server is sent, it is multiple
First application function belongs to target class application function.
The information of step 203, multiple first application functions of displaying.
Step 204, detect instruction from multiple first application functions screen intended application function screening operation after,
The indication information of intended application function is used to indicate to server transmission.
Step 205 receives the information at least one application of intended application that server is sent.
Step 206, at least one application of information recommendation according at least one application.
In conclusion in the method recommended in application provided in an embodiment of the present invention, it is used in terminal to server transmission
After the search information for indicating target class application function, the information that server sends multiple first application functions can be received.Afterwards,
Terminal can screen in the plurality of first application function intended application function according to the selection of user and according to server
It indicates only to recommend the application with intended application to user, without recommending other application in target class application function to user
The application of function so as to reduce the quantity of the application of terminal recommendation, simplifies the process of screening application.
Fig. 3 recommends method flow diagram for another application provided in an embodiment of the present invention, this can be used using recommendation method
In server 101 shown in FIG. 1, as shown in figure 3, this can include using recommendation method：
Step 301 receives the search information for being used to indicate target class application function that terminal is sent.
Step 302, the information that multiple first application functions determined according to search information are sent to terminal, multiple first should
Belong to target class application function with function.
Step 303 receives the indication information that terminal is sent, and indication information is used to indicate the mesh in multiple first application functions
Mark application function.
Step 304 has the function of the information of at least one application of intended application to terminal transmission, at least one application
Information is used to recommend at least one application for terminal.
In conclusion in the method recommended in application provided in an embodiment of the present invention, server is receiving what terminal was sent
After being used to indicate the search information of target class application function, it can be shown with instruction terminal multiple first in the target class application function
The information of application function.Afterwards, server can receive the instruction of the intended application function in multiple first application functions of terminal
Information, and then server can only recommend the application with intended application with instruction terminal to user, without recommending to user
The application of other application function in target class application function so as to reduce the quantity of the application of terminal recommendation, simplifies screening
The process of application.
Fig. 4 recommends method flow diagram for another application provided in an embodiment of the present invention, this can be used using recommendation method
In server 101 and terminal 102 as shown in Figure 1.Server can provide the terminal with the download of multiple applications.Need what is illustrated
It is that each application can have at least one application function, the plurality of application can have multiple application functions.As shown in figure 4,
This can include using recommendation method：
Step 401, terminal send search information after search information is received, to server, which is used to refer to
Show target class application function.
User can be by operating, so that terminal shows search interface in terminal.Further, user can also be
Input search information, so that terminal can receive search information, and sends the search to server on the search interface
Information.
Optionally, which can include the keyword of target class application function.For example, the search information is " stock
Ticket tendency ", then target class application function at this time can include：Show real time stock trend graph function, display shares changing tendency point
Analyse figure function, display shares changing tendency prognostic chart function and display stock exchange situation function.
Alternatively, target class application function includes multiple first application functions, which can include characterizing this
The application interface picture of multiple first application functions.Exemplary, user can input the application of a certain application in search interface
Interface images, the application interface picture can be the application interface picture obtained by way of carrying out sectional drawing in terminal, should
The multiple application functions composition target class application function namely the application interface picture that application interface picture can characterize are used for table
Levy multiple first application functions.
Step 402, server send the information of multiple first application functions to terminal.
Server is after the search information of terminal transmission is received, it may be determined that the target class indicated by the search information should
With multiple first application functions in function.
Optionally, server can obtain default intention assessment model, which is used for based on input
Information determines multiple probability and exports that multiple probability are corresponded with default multiple application functions, and each probability is used to reflect
The information of input indicates the probability of corresponding application function.Server can will receive after intention assessment model is got
Search information input intention assessment model, and obtain the corresponding multiple probability of intention assessment model output search information.Afterwards,
Server can will search in the corresponding multiple probability of information the corresponding application function of probability for being more than the first predetermined probabilities threshold value,
It is determined as the first application function.
For example, if multiple application functions that multiple applications that server is capable of providing have altogether include：U1, U2, U3 and U4,
After intention assessment model handles a certain search information, the search information can be exported and indicated in the plurality of application function often
The probability of a application function, the probability for such as searching for information instruction U1 is 0.7, and search information instruction U2 probability is 0.8, searches for information
The probability for indicating U3 is 0.75 and the probability of search information instruction U4 is 0.4.If the first predetermined probabilities threshold value is 0.6, take
Being engaged in device can be using U1, U2 and U3 as the first application function for searching for information instruction.
Further, the information of each application function can also be previously stored on server, server is definite multiple
After first application function, it can be determined according to the information of pre-stored application function each first in multiple first application functions
The information of application function, and the information of the plurality of first application function is sent to terminal.It is exemplary, the letter of the first application function
Breath can include：Word for the application interface picture for characterizing the first application function and for describing the first application function
At least one of (such as title of first application function) information.
The information of multiple first application functions of step 403, terminal display.
Terminal can show the information after the information of multiple first application functions of server transmission is received.
Exemplary, terminal can show displaying interface as shown in Figure 5.As shown in figure 5, it can be wrapped on the X1 of the displaying interface
The letter there are one the first application function can be shown by including multiple application function row X11, each application function row X11 to arrange successively
Breath.If each application function row X11 can include application function denominational X111 and application interface picture column X112, wherein,
The title of multiple first application functions can be shown in multiple application function denominational X111 successively (such as running step number, running
Track and velocity), multiple application interface picture column X12 can show corresponding with each application function using boundary successively
Face picture.
It should be noted that in Fig. 3 exemplified by showing that interface X1 includes three application function row X11, in practical application, exhibition
The number for showing the application function row X11 that interface X1 includes can be the numerical value that other are greater than or equal to 1, such as application function row X11
Number for 5, the embodiment of the present invention is not construed as limiting this.
Step 404, terminal are detecting the screening behaviour of instruction screening intended application function from multiple first application functions
After work, the indication information of intended application function is used to indicate to server transmission.
Exemplary, user can be from multiple application function row X11 shown in the displaying interface X1 shown in Fig. 5 to one
Application function row X11 carries out screening operation (position as where clicking on the upper application function row X11 of displaying interface X1), with
Information corresponding first of the terminal according to the screening operation determines an application function row X11 is allowd to apply work(
Can, and using first application function as intended application function.Afterwards, terminal can be used to indicate target to server transmission and answer
With the indication information of function.
For example, if user clicks on the application function row X11 that " running step number " is shown in the X1 of the displaying interface, terminal can be with
By corresponding first application functions of application function row X11 of " running step number " as intended application function, and by the intended application
The indication information of function is sent to server.
Step 405, server have the function of at least one application of intended application according to indication information to terminal transmission
Information.
It should be noted that can also be previously stored on server each application information and application function with should
Default correspondence, and each application in the default correspondence has its corresponding application function.As shown in fig. 6,
What is stored on server can be corresponding with application function U1, U2 and U3 using A, using B can with application function U1, U2,
The correspondence of U3 and U4.It should be noted that being stored with any number of applications and application function in server, and each should
With any number of application functions can also be corresponded to.Only to be stored in server, there are two applications and four to apply work(in Fig. 6
Can, and each the corresponding application function number of application for exemplified by three or four.
Optionally, which can be the correspondence that staff pre-enters server.
Optionally, which can also be the correspondence that server is determined by picture recognition model.Show
Example, server can gather each application interface picture each applied, to obtain multiple application interface pictures.Server is also
Each application interface picture can be inputted picture recognition model, in order to which picture recognition model carries out the application interface picture
Processing, and the application interface picture is exported for characterizing the probability of each application function in multiple application functions.Afterwards, server
It in the probability that can be exported in the picture recognition model filter out the probability more than the second predetermined probabilities threshold value, and will filter out
The application function that the corresponding application function of probability has as the corresponding application of application interface picture.Server is passing through picture
After identification model determines the application function that each application has, it is possible to which, according to the application function that each application has, establishing should
With function and the correspondence of application.
Server can determine intended application work(after the indication information sent by terminal is received according to the indication information
Energy.Afterwards, server can also preset correspondence according to this, inquire about the corresponding application of intended application function, and by target
The corresponding application of application function is as having the function of at least one application of intended application.Afterwards, server can also be according to pre-
The information each applied first stored determines and the information each applied at least one application is sent to terminal.
Step 406, terminal are according at least one application of information recommendation of at least one application.
Exemplary, terminal can be shown after the information of at least one application is received recommends interface, to be pushed away to user
Recommend at least one application.As shown in fig. 7, recommendation interface X2 can include multiple application row X21 to arrange successively.Each should
The information of an application, such as each application icon that can include an application using row X21 are displayed for row X21
The information such as X211, Apply Names X212 and downloading portal X213.
In terminal after user recommends at least one application, user can be operated in terminal at least one application
One application of middle screening is downloaded, and being downloaded into some information applied in the recommendation interface can be clicked on such as user
Mouthful, which is downloaded from a server with triggering terminal.
It should be noted that the search information that terminal is sent in step 401 is application interface picture, then in step 402
In determine multiple first application functions intention assessment model can be identical with the picture recognition model mentioned in step 405.
In the embodiment of the present invention, after terminal to server sends search information, server can be shown more with instruction terminal
The information of a first application function.Afterwards, terminal can screen mesh according to the selection of user in the plurality of first application function
Mark application function, and then server can only recommend have the function of the application of intended application with instruction terminal to user, without to
Recommend the application of other application function (namely the application function do not chosen by user) in target class application function in family.
If for example, it is input by user search information be keyword " running ", after terminal to server sends the search information,
Server can show displaying interface X1 as shown in Figure 5 with instruction terminal.Afterwards, shown if user clicks in the X1 of the displaying interface
There is the application function row X11 of " running step number ", then terminal can make the first application function corresponding to application function row X11
For intended application function, and the indication information of the intended application function is sent to server.Afterwards, server can indicate end
End shows that recommendation interface X2 as shown in Figure 7, recommendation interface X2 only show there is intended application (the chosen by user
One application function) application, without show with other the first application functions do not chosen by user application.
It is determined further, since the intended application function is terminal according to the screening operation of user, therefore, terminal is to user
At least one application with intended application recommended is better able to the demand for meeting user, enables a user to
Finding for being more prone in the application that terminal is recommended oneself wants the application downloaded.
In conclusion in the method recommended in application provided in an embodiment of the present invention, it is used in terminal to server transmission
After the search information for indicating target class application function, server can be shown with instruction terminal multiple the in the target class application function
The information of one application function.Afterwards, terminal can screen target in the plurality of first application function according to the selection of user and answer
With function, and then server can only recommend the application with intended application with instruction terminal to user, without being pushed away to user
The application of other application function in target class application function is recommended, so as to reduce the quantity of the application of terminal recommendation, simplifies sieve
Select the process of application.
Fig. 8 is a kind of structure diagram using recommendation apparatus provided in an embodiment of the present invention, this is used using recommendation apparatus
In terminal 102 shown in FIG. 1, as shown in figure 8, this can include using recommendation apparatus 80：
First sending module 801, for after search information is received, sending search information to server, searching for information
It is used to indicate target class application function.
First receiving module 802, determined according to search information multiple first for receiving server transmission apply work(
The information of energy, multiple first application functions belong to target class application function.
Display module 803, for showing the information of multiple first application functions.
Second sending module 804, for detecting instruction screening intended application function from multiple first application functions
Screening operation after, be used to indicate the indication information of intended application function to server transmission.
Second receiving module 805 has the function of at least one application of intended application for receive server transmission
Information.
Recommending module 806, at least one application of information recommendation according at least one application.
In conclusion in application recommendation apparatus provided in an embodiment of the present invention, the first sending module is sent to server
After being used to indicate the search information of target class application function, display module can show the target class application of the first receiving module
The information of multiple first application functions in function.Afterwards, the second sending module can be according to the selection of user the plurality of first
Intended application function is screened in application function, and then recommending module only has target to what user's the second receiving module of recommendation received
The application of application function, the application without recommending other application function in target class application function to user, so as to reduce end
The quantity for the application recommended is held, simplifies the process of screening application.
Optionally, search information includes：The keyword of target class application function, alternatively, for characterizing multiple first applications
The application interface picture of function.
Optionally, the information of each first application function includes in multiple first application functions：For characterizing each first
The application interface picture of application function and for describing at least one of the word of each first application function information.
Fig. 9 is another structure diagram for applying recommendation apparatus provided in an embodiment of the present invention, this applies recommendation apparatus
It can be used for server 101 shown in FIG. 1, as shown in figure 9, this can include using recommendation apparatus 90：
First receiving module 901, for receiving the search information for being used to indicate target class application function of terminal transmission.
First sending module 902, for sending the letter of multiple first application functions determined according to search information to terminal
Breath, multiple first application functions belong to target class application function.
Second receiving module 903, for receiving the indication information of terminal transmission, indication information is used to indicate multiple first should
With the intended application function in function.
Second sending module 904, for there is the information of at least one application of intended application to terminal transmission, until
The information of a few application is used to recommend at least one application for terminal.
In conclusion in application recommendation apparatus provided in an embodiment of the present invention, receive to refer in the first receiving module
After showing the search information of target class application function, the first sending module can be shown more in the target class application function with instruction terminal
The information of a first application function.Afterwards, the second receiving module can receive being used to indicate for terminal transmission and be answered multiple first
With the indication information of intended application function in function, and then the second sending module can only recommend have mesh with instruction terminal to user
The application of application function is marked, the application without recommending other application function in target class application function to user, so as to reduce
The quantity for the application that terminal is recommended simplifies the process of screening application.
Optionally, search information includes：The keyword of target class application function, alternatively, for characterizing multiple first applications
The application interface picture of function.
Optionally, the information of each first application function includes in multiple first application functions：For characterizing each first
The application interface picture of application function and for describing at least one of the word of each first application function information.
Optionally, this can also include using recommendation apparatus 90：
First acquisition module, for obtaining default correspondence, wherein, correspondence is preset as application function and application
Correspondence, each application preset in correspondence have its corresponding application function.
First determining module, it is at least one for the corresponding application of intended application function in default correspondence to be determined as
Using.
Optionally, this can also include using recommendation apparatus 90：
Second acquisition module, for obtaining default intention assessment model, it is intended that identification model is used for the letter based on input
Breath determines multiple probability and exports that multiple probability are corresponded with default multiple application functions, and each probability is defeated for reflecting
The information entered indicates the probability of corresponding application function；
Input module, for information input intention assessment model will to be searched for；
3rd acquisition module, for obtaining the corresponding multiple probability of intention assessment model output search information；
Second determining module corresponds to the probability searched in the corresponding multiple probability of information more than the first predetermined probabilities threshold value
Application function, be determined as the first application function.
Figure 10 is a kind of block diagram using recommendation apparatus provided in an embodiment of the present invention, exemplary, this applies recommendation apparatus
Can be the terminal in Fig. 1, which can include one or more such as lower component：Processor 1110 and memory 1120.
Processor 1110 can include one or more processing core.Processor 1110 is connected using various interfaces and circuit
The various pieces in entire terminal are connect, by running or performing the instruction being stored in memory 1120, program, code set or refer to
Order collection and calling are stored in the data in memory 1120, perform the various functions of terminal and processing data.Optionally, locate
Digital Signal Processing (Digital Signal Processing, DSP), field programmable gate array may be employed in reason device 1110
(Field-Programmable GateArray, FPGA), programmable logic array (Programmable Logic Array,
At least one of) PLA example, in hardware is realized.Processor 1110 can integrating central processor (Central Processing
Unit, CPU) and one or more of modem etc. combination.Wherein, main processing operation systems of CPU and using journey
Sequence etc.；Modem is used to handle wireless communication.It is understood that above-mentioned modem can not also be integrated into processing
In device 1110, realized separately through chip piece.
Optionally, above-mentioned each embodiment of the method under being realized when processor 1110 performs the program instruction in memory 1120
The resource loading method of offer.
Memory 1120 can include random access memory (RandomAccess Memory, RAM), can also include read-only
Memory (Read-Only Memory).Optionally, which includes non-transient computer-readable medium (non-
transitory computer-readable storage medium).Memory 1120 can be used for store instruction, program, generation
Code, code set or instruction set.Memory 1120 may include storing program area and storage data field, wherein, storing program area can deposit
Storage be used to implement operating system instruction, at least one function instruction, be used to implement above-mentioned each embodiment of the method
Instruction etc.；Storage data field can be stored uses created data etc. according to terminal.
Figure 11 is another block diagram for applying recommendation apparatus provided in an embodiment of the present invention, this can be using recommendation apparatus
Server in Fig. 1, the server can include one or more such as lower component：Processor 1210 and memory 1220.
Optionally, server can also include network interface 1230, which can be multiple, which connects
Mouth 1230 is used to communicate with other storage devices or the network equipment.
Processor 1210 can include one or more processing core.Processor 1210 is connected using various interfaces and circuit
The various pieces in entire terminal are connect, by running or performing the instruction being stored in memory 1220, program, code set or refer to
Order collection and calling are stored in the data in memory 1220, perform the various functions of terminal and processing data.Optionally, locate
Digital Signal Processing (Digital Signal Processing, DSP), field programmable gate array may be employed in reason device 1210
(Field-Programmable GateArray, FPGA), programmable logic array (Programmable Logic Array,
At least one of) PLA example, in hardware is realized.Processor 1210 can integrating central processor (Central Processing
Unit, CPU) and one or more of modem etc. combination.Wherein, main processing operation systems of CPU and using journey
Sequence etc.；Modem is used to handle wireless communication.It is understood that above-mentioned modem can not also be integrated into processing
In device 1210, realized separately through chip piece.
Optionally, above-mentioned each embodiment of the method under being realized when processor 1210 performs the program instruction in memory 1220
Recommendation method is applied in offer.
Memory 1220 can include random access memory (Random Access Memory, RAM), can also include read-only
Memory (Read-Only Memory).Optionally, which includes non-transient computer-readable medium (non-
transitory computer-readable storage medium).Memory 1220 can be used for store instruction, program, generation
Code, code set or instruction set.Memory 1220 may include storing program area and storage data field, wherein, storing program area can deposit
Storage be used to implement operating system instruction, at least one function instruction, be used to implement above-mentioned each embodiment of the method
Instruction etc.；Storage data field can be stored uses created data etc. according to terminal.
The embodiment of the present invention also provides a kind of using commending system, this can include using commending system：Terminal and service
Device.
On the one hand, terminal can include shown in Fig. 8 using recommendation apparatus, and server can include application shown in Fig. 9
Recommendation apparatus.
On the other hand, terminal can include shown in Fig. 10 using recommendation apparatus, and server can be included shown in Figure 11
Using recommendation apparatus.
The embodiment of the present invention additionally provides a kind of computer program product for including instruction, when it runs on computers
When so that the above-mentioned each embodiment of the method for computer execution provided applies recommendation method.
The embodiment of the present invention also provides a kind of computer-readable medium, is stored thereon with program instruction, and program instruction is located
That above-mentioned each embodiment of the method offer is realized during reason device execution applies recommendation method.
It should be noted that embodiment of the method provided in an embodiment of the present invention can mutually join with corresponding device embodiment
It examines, it is not limited in the embodiment of the present invention.The sequencing of embodiment of the method step provided in an embodiment of the present invention can be into
The appropriate adjustment of row, step also according to circumstances can accordingly be increased and decreased, and any one skilled in the art is in this hair
In the technical scope that bright embodiment discloses, the method that can readily occur in variation should all cover the protection model in the embodiment of the present invention
Within enclosing, therefore repeat no more.The embodiments of the present invention are for illustration only, do not represent the quality of embodiment.
One of ordinary skill in the art will appreciate that hardware can be passed through by realizing all or part of step of above-described embodiment
It completes, relevant hardware can also be instructed to complete by program, the program can be stored in a kind of computer-readable
In storage medium, storage medium mentioned above can be read-only memory, disk or CD etc..
The foregoing is merely the preferred embodiment of the application, not to limit the application, it is all in spirit herein and
Within principle, any modifications, equivalent replacements and improvements are made should be included within the protection domain of the application.
Claims (12)
1. method is recommended in a kind of application, which is characterized in that the described method includes：
After search information is received, described search information is sent to server, described search information is used to indicate target class should
Use function；
The information for multiple first application functions determined according to described search information that the server is sent is received, it is the multiple
First application function belongs to the target class application function；
Show the information of the multiple first application function；
After detecting that instruction screens the screening operation of intended application function from the multiple first application function, to the clothes
Business device transmission is used to indicate the indication information of the intended application function；
Receive the information at least one application of the intended application that the server is sent；
According at least one application described in the information recommendation of at least one application.
2. according to the method described in claim 1, it is characterized in that, described search information includes：The target class application function
Keyword, alternatively, for characterizing the application interface picture of the multiple first application function.
3. according to the method described in claim 1, it is characterized in that, in the multiple first application function each first apply work(
The information of energy includes：
For the application interface picture for characterizing each first application function and for describing described each first using work(
At least one of the word of energy information.
4. method is recommended in a kind of application, which is characterized in that the described method includes：
Receive the search information for being used to indicate target class application function that terminal is sent；
The information of multiple first application functions is sent to the terminal, the multiple first application function is to believe according to described search
The definite application function of breath, the multiple first application function belong to the target class application function；
The indication information that the terminal is sent is received, the indication information is used to indicate the mesh in the multiple first application function
Mark application function；
There is the information of at least one application of the intended application to terminal transmission, at least one application
Information is used to recommend at least one application for the terminal.
5. according to the method described in claim 4, it is characterized in that, the method further includes：
Obtain default intention assessment model, the intention assessment model is used to determining multiple probability and defeated based on the information of input
Go out, the multiple probability is corresponded with default multiple application functions, and each probability is used to reflect that the information of the input refers to
Show the probability of corresponding application function；
Described search information is inputted into the intention assessment model；
Obtain the corresponding multiple probability of the intention assessment model output described search information；
The corresponding application function of probability of the first predetermined probabilities threshold value will be more than in the corresponding multiple probability of described search information, really
It is set to first application function.
6. according to the method described in claim 4, it is characterized in that, described search information includes：The target class application function
Keyword, alternatively, for characterizing the application interface picture of the multiple first application function.
7. according to any method of claim 4 to 6, which is characterized in that the method further includes：
Default correspondence is obtained, wherein, the default correspondence is application function and the correspondence of application, described default
Each application in correspondence has its corresponding application function；
The corresponding application of intended application function described in the default correspondence is determined as at least one application.
8. a kind of apply recommendation apparatus, which is characterized in that the application recommendation apparatus includes：
First sending module, for after search information is received, described search information, described search information to be sent to server
It is used to indicate target class application function；
First receiving module applies work(for receiving the server is sent determined according to described search information multiple first
The information of energy, the multiple first application function belong to the target class application function；
Display module, for showing the information of the multiple first application function；
Second sending module, for detecting the sieve of instruction screening intended application function from the multiple first application function
After selection operation, the indication information of the intended application function is used to indicate to server transmission；
Second receiving module has the function of at least one application of the intended application for receive that the server sends
Information；
Recommending module, at least one application described in the information recommendation according at least one application.
9. a kind of apply recommendation apparatus, which is characterized in that the application recommendation apparatus includes：
First receiving module, for receiving the search information for being used to indicate target class application function of terminal transmission；
First sending module, for the letter of multiple first application functions determined to terminal transmission according to described search information
Breath, the multiple first application function belong to the target class application function；
Second receiving module, for receiving the indication information that the terminal is sent, the indication information is used to indicate the multiple
Intended application function in first application function；
Second sending module, for there is the information of at least one application of the intended application to terminal transmission,
The information of at least one application is used to recommend at least one application for the terminal.
10. it is a kind of apply recommendation apparatus, which is characterized in that it is described application recommendation apparatus include processor, with the processor phase
Memory even and the program instruction being stored on the memory,
Realization applies recommendation method as described in claims 1 to 3 is any when the processor performs described program instruction.
11. it is a kind of apply recommendation apparatus, which is characterized in that it is described application recommendation apparatus include processor, with the processor phase
Memory even and the program instruction being stored on the memory, the processor are realized when performing described program instruction
Recommendation method is applied as described in claim 4 to 7 is any.
12. a kind of computer readable storage medium, which is characterized in that be stored thereon with program instruction, described program instruction is located
It manages realization when device performs and applies recommendation method as described in claims 1 to 3 is any, alternatively, described program instruction is by processor
It is realized during execution and applies recommendation method as described in claim 4 to 7 is any.
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| CN201711446056.XA CN108062401B (en) | 2017-12-27 | 2017-12-27 | Application recommendation method and device and storage medium |
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| CN201711446056.XA CN108062401B (en) | 2017-12-27 | 2017-12-27 | Application recommendation method and device and storage medium |
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| CN114675762A (en) * | 2022-03-30 | 2022-06-28 | 青岛海信移动通信技术股份有限公司 | Terminal device, function searching method and storage medium |
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| CN108062401B (en) | 2020-01-14 |
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