CN107248116A - A kind of activity recommendation method and mobile terminal - Google Patents
A kind of activity recommendation method and mobile terminal Download PDFInfo
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- CN107248116A CN107248116A CN201710422754.XA CN201710422754A CN107248116A CN 107248116 A CN107248116 A CN 107248116A CN 201710422754 A CN201710422754 A CN 201710422754A CN 107248116 A CN107248116 A CN 107248116A
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- H04M—TELEPHONIC COMMUNICATION
- H04M1/00—Substation equipment, e.g. for use by subscribers
- H04M1/72—Mobile telephones; Cordless telephones, i.e. devices for establishing wireless links to base stations without route selection
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- H04M1/72448—User interfaces specially adapted for cordless or mobile telephones with means for adapting the functionality of the device according to specific conditions
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Abstract
The present invention provides a kind of activity recommendation method and mobile terminal, is related to communication technical field.The activity recommendation method, applied to mobile terminal, including：According to the current location of the mobile terminal, it is determined that optional good friend and optional activity in the range of pre-determined distance, the optional good friend are the user that social networks are set up with active user, the active user is the user using the mobile terminal；According to the historical activity information and/or preference information of the active user and/or the optional good friend, goal activities is determined from the optional activity, target good friend is determined from the optional good friend；Recommend the goal activities and the target good friend to the active user.The solution of the present invention, the problem of success rate is relatively low can not be recommended effectively to user's recommendation activity by solving existing activity recommendation mode.
Description
Technical field
The present invention relates to communication technical field, more particularly to a kind of activity recommendation method and mobile terminal.
Background technology
With developing rapidly for the communication technology, the function of mobile terminal is more and more diversified, and the life given people is brought
Great convenience, carries with mobile terminal into one kind custom.And the preferably information shown by mobile terminal
Acquisition capability, people are in out on tours or when going shopping, and the mobile terminal often carried using it inquires about neighbouring one
The information of the activities such as a little luxurious life by eating, drinking and playing, and then filter out the activity liked and businessman.
But, the existing way of recommendation is usually to complete what is recommended according to the action message on current location periphery, is recommended
Success rate is relatively low.
The content of the invention
Embodiments of the invention provide a kind of activity recommendation method and mobile terminal, to solve existing activity recommendation mode
Recommend the problem of success rate is relatively low.
First aspect is there is provided a kind of activity recommendation method, applied to mobile terminal, including：
According to the current location of the mobile terminal, it is determined that optional good friend and optional activity in the range of pre-determined distance,
The optional good friend is the user that social networks are set up with active user, and the active user is the use using the mobile terminal
Family；
According to the historical activity information and/or preference information of the active user and/or the optional good friend, from it is described can
Goal activities is determined in choosing activity, target good friend is determined from the optional good friend；
Recommend the goal activities and the target good friend to the active user.
Second aspect there is provided a kind of mobile terminal, including：
First determining module, for the current location according to the mobile terminal, it is determined that in the range of pre-determined distance can
Friendly and optional activity is chosen, the optional good friend is the user that social networks are set up with active user, and the active user is to make
With the user of the mobile terminal；
Second determining module, for the historical activity information according to the active user and/or the optional good friend and/or
Preference information, determines goal activities from the optional activity, target good friend is determined from the optional good friend；
Recommending module, for recommending the goal activities and the target good friend to the active user.
The third aspect there is provided a kind of mobile terminal, including：Memory, processor and it is stored on the memory simultaneously
The computer program that can be run on the processor, is realized as described above described in the computing device during computer program
The step of activity recommendation method.
Fourth aspect is stored with the computer-readable recording medium there is provided a kind of computer-readable recording medium
Activity recommendation program, the step of activity recommendation program realizes activity recommendation method as described above when being executed by processor.
The above-mentioned technical proposal of the present invention has the beneficial effect that：
The activity recommendation method of the embodiment of the present invention, when carrying out activity recommendation for mobile terminal affiliated user, first can
It is the good friend near active user selects and activity according to the current location of the mobile terminal；Then, in conjunction with the active user
And/or the historical activity information and/or preference information of target good friend, determine that the target suitably participated in jointly with target good friend is lived
It is dynamic；Afterwards, the fixed goal activities and target friend recommendation are not only increased into the effective of activity recommendation to active user
Property, and recommendation is more intelligent, solves the potential demand of user's trip, enhances the social attribute of activity.
Brief description of the drawings
In order to illustrate the technical solution of the embodiments of the present invention more clearly, below will be to needed for description of the embodiment of the present invention
The accompanying drawing to be used is briefly described, it should be apparent that, drawings in the following description are only some embodiments of the present invention,
For those of ordinary skill in the art, without having to pay creative labor, it can also be obtained according to these accompanying drawings
Obtain other accompanying drawings.
Fig. 1 recommends the step flow chart of method for the User Activity of the embodiment of the present invention；
Fig. 2 recommends the specific steps flow chart of method for the User Activity of the embodiment of the present invention；
Fig. 3 is the structural representation one of the mobile terminal of the embodiment of the present invention；
Fig. 4 is the structural representation two of the mobile terminal of the embodiment of the present invention；
Fig. 5 is the structural representation three of the mobile terminal of the embodiment of the present invention；
Fig. 6 is the structural representation of the mobile terminal of another embodiment of the present invention；
Fig. 7 is the structural representation of the mobile terminal of further embodiment of this invention.
Embodiment
Below in conjunction with the accompanying drawing in the embodiment of the present invention, the technical scheme in the embodiment of the present invention is carried out clear, complete
Site preparation is described, it is clear that described embodiment is a part of embodiment of the invention, rather than whole embodiments.Based on this hair
Embodiment in bright, the every other implementation that those of ordinary skill in the art are obtained under the premise of creative work is not made
Example, belongs to the scope of protection of the invention.
As shown in figure 1, the activity recommendation method of the embodiment of the present invention, applied to mobile terminal, including：
Step 101, according to the current location of the mobile terminal, it is determined that optional good friend in the range of pre-determined distance and can
Choosing activity, the optional good friend is the user that social networks are set up with active user, and the active user is to use the movement
The user of terminal.
In this step, current location of the mobile terminal according to residing for it is scanned for neighbouring good friend and activity, with regard to energy
The optional good friend in the range of the pre-determined distance and optional activity are enough determined, determines that goal activities and target are good so as to follow-up
Friend, come the preferable activity for recommending to be adapted to participate in jointly with target good friend to the mobile terminal affiliated active user.Wherein, it is optional
Good friend Ying Shi and active user set up the user for having predetermined social networks, to ensure the meaning of common participation activity, and optional work
It is dynamic to include every aspect or such as food and drink of predetermined field of people's daily behavior than wide, will only be to work as afterwards
Preceding user recommends specific diet activity.
Step 102, according to the historical activity information and/or preference information of the active user and/or the optional good friend,
Goal activities is determined from the optional activity, target good friend is determined from the optional good friend.
, will on the basis of above-mentioned steps 101 determine optional good friend and optional activity based on geographical position in this step
Further according to the historical activity information and/or preference information of active user and/or optional good friend, further clearly go out goal activities and
Target good friend, is active user and target good friend to further determine that out the activity for being more suitable for participating in jointly.
Step 103, the goal activities and the target good friend are recommended to the active user.
In this step, after step 102 determines goal activities and target good friend, it becomes possible to recommend the mesh to active user
Mark activity and target good friend, to provide the activity scheme that active user can jointly participate in target good friend.
By above-mentioned steps 101- steps 103, the activity recommendation method of the embodiment of the present invention is used to be mobile terminal affiliated
Can be first the good friend near active user selects and work according to the current location of the mobile terminal when family carries out activity recommendation
It is dynamic；Then, in conjunction with the historical activity information and/or preference information of the active user and/or target good friend, determine suitably with
The goal activities that target good friend participates in jointly；Afterwards, by the fixed goal activities and target friend recommendation to active user,
The validity of activity recommendation is not only increased, and recommendation is more intelligent, solves the potential demand of user's trip, enhances activity
Social attribute.
It should be appreciated that often specific action message is that movable businessman announces on network, such as in the service of offer
Server in the various types of action messages such as all luxurious life by eating, drinking and playing of typing.So, in the embodiment, mobile terminal exists
Position behind itself residing current location, so that it may by the network access server, search the optional work in the range of pre-determined distance
It is dynamic.Can be the address book contact in the mobile terminal in addition, setting up the user for having predetermined social networks with active user,
Can also be the mobile terminal account in good friend, or be instant messaging application (good friend can be read by having authorized) in it is good
Friend etc..The mobile terminal collects these comprehensive friend informations, realizes and builds good friend's system in advance, afterwards, is carrying out activity recommendation
During, the mobile terminal just can be based on these friend informations, through global position system GPS, WLAN WIFI or
The position of good friend is known in base station etc., determines in the range of the pre-determined distance the optional of (namely activity embark on journey may be bigger)
Good friend.
Specifically, the pre-determined distance may range from a concrete numerical value, mobile terminal will centered on its current location,
The numerical value is determined for radius.But the pre-determined distance scope be not limited to commercial circle residing for concrete numerical value or current location or
City etc..
And after optional good friend and optional activity are selected with geographical position, as shown in figure 1, next step step 102, will again
With reference to active user and/or the respective historical activity information of optional good friend and/or preference information, target is determined from optional activity
Activity, determines target good friend from optional good friend.Specifically, as shown in Fig. 2 step 102 includes：
Step 1021, according to the historical activity information and/or the preference information, the active user and each are obtained
Optional good friend is based on the optional movable matching degree.
In this step, historical activity information be active user or optional good friend respective mobile terminal can get,
Meet all information of privacy of user agreement, such as consumer record, schedule, using APP use habits, exercise data are led to
The cross validation crossed between historical activity information, additionally it is possible to obtain the historical act common factor letter between active user and optional good friend
Breath, to understand the activity that active user once participated in jointly with optional good friend.Preference information indicates active user or optional good friend
Respective preference activity, such as like moving, read a book, climb the mountain, shuttlecock, table tennis etc. are liked in motion.The preference information
Can be that User Defined is set, directly inquiry is i.e. available；Or, when user is not provided with, by comprehensive big data point
Analysis obtains the preference activity of user as its preference information.Here, it can be used and be directly obtained active user and optional user
Historical activity information and preference information, to complete the acquisition of matching degree；Or, using only the history of active user and optional user
Action message, first analysis obtains its corresponding preference activity, then goes to obtain matching degree；Or, going through for optional good friend is not got
When history action message and/or preference information, only for the historical activity information and/or preference information of active user, to obtain
With degree.
Step 1022, according to the matching degree, the goal activities and the target good friend are determined.
In this step, after step 1021 is got based on optional movable matching degree, it will be determined by the matching degree
Preferably goal activities and target good friend.Specifically, goal activities and target good friend can be determined according to default selection strategy,
When the default selection strategy, which is limited, only recommends a goal activities, choose the maximum optional activity of matching degree and lived as target
Dynamic, corresponding optional good friend is target good friend；And the default selection strategy defines matching degree threshold value, the matching degree threshold is referred to
It is worth the optional activity above or equal to the matching degree threshold value all as goal activities, is lived due to can now obtain multiple targets
It is dynamic, then need to record the target good friend that optional good friend corresponding with goal activities is the goal activities.Certainly, the step is specific
Implementation is not limited to above two mode, will not be repeated here.
So, after step 1021 and step 1022, you can in optional movable, the optional good friend primarily determined that, by
Historical activity information and/or preference information determine activity that suitable active user and target good friend participate in jointly, are embodied as
User provides preferably activity recommendation.
Further specifically, step 1021 includes：
According to default analyzing and processing mode, the activity in the historical activity information and/or the preference information is obtained
Dimensional information and good friend's dimensional information；
According to default dimension weight distribution, the activity dimension information and good friend's dimensional information, matching degree is carried out
Calculating.
In the embodiment, specific analyzing and processing mode can be pre-set, will know a large amount of historical activity informations and/or
Preference information is divided into two dimensions i.e. activity dimension and good friend's dimension is handled.Activity dimension is the angle based on active user
Come what is recommended, the information of the preference activity of active user and optional movable information can be divided into activity dimension information；Good friend
Dimension is the angle from social activity to recommend, the information of the preference activity of optional good friend and historical act common factor information is divided into
Good friend's dimensional information.Afterwards, then through default dimension weight distribution (presetting the different weight of two dimensions), the meter of matching degree is carried out
Calculate.So, the final output result of two dimension joint effects obtaining, improves the degree of accuracy recommended.
After goal activities and target good friend is determined, as shown in figure 1, next step step 103, it becomes possible to active user
Go to recommend the goal activities and target good friend.However, as shown in the above, finally giving target good friend possible more than one
People, identified goal activities can also be had differences based on different target good friends, so, in the embodiment of the present invention, step 103
Including：
The generation correspondence goal activities and the recommendation information of the target good friend；
Based on default parameters sortnig, interface is being recommended to be ranked up display the recommendation information；Wherein, the sequence
Parameter includes movable mass and good friend's cohesion or user's participation activity date.
Here, each goal activities and the corresponding target good friend of goal activities can be corresponded to, recommendation information is generated, afterwards, presses
, will generation on interface is recommended according to default parameters sortnig such as movable mass and good friend's cohesion or user's participation activity date
Recommendation information sequencing display successively, be that activity recommendation result is presented in user.
Wherein, movable mass is obtained by user based on the goal activities evaluates, when being used as sequence using movable mass
During parameter marshalling, it is preferred that user can be evaluated to highest movable recommendation information to be recommended and carry out priority ordering；With good friend parent
Density be based on obtained by active user and target good friend jointly quantity of participation activity, when using with good friend's cohesion as
When parameters sortnig sorts, it is preferred that will can recommend by active user and with active user cohesion highest targeted customer
The recommendation information of goal activities carries out priority ordering；User refers to that active user participates in the target last time and lived the participation activity date
The dynamic date, when being sorted using user as parameters sortnig on the participation activity date, it is preferred that active user can once be participated in
The nearest goal activities of current date carries out priority ordering.Certainly, above-mentioned sortord is only preferably to realize, by correlation
Other factors determine that sortord is also to use the embodiment, will not be repeated here.
Specifically, the recommendation information includes the Activity Type of the goal activities, the movable address of the goal activities
With the target good friend of the correspondence goal activities.
For example, determining good friend user's first (address list good friend) of active user and user's second (game good friend) also attached
Closely, and determine that the activity that can be participated in jointly with user's first of active user is that A movie theatres are seen a film, active user and user's second can
Go that after B dining rooms have a meal, user's first and user's second can be all defined as to targeted customer during the activity participated in jointly, correspondence user's first
Goal activities is that A movie theatres are seen a film, and the goal activities of correspondence user's second is that B dining rooms are had a meal, and accordingly, then can generate two and push away
Recommend information：" also nearby, about upper TA goes A movie theatres (address is xxx) to appreciate a film to your address list good friend first together ",
" also nearby, about upper TA goes to B dining rooms (address is xxx) to taste cuisines to your game good friend second together ".Now, if default
Parameters sortnig is movable mass, then in interface is recommended, and can evaluate two recommendation informations according to the user in A movie theatres and B dining rooms
Quality is ranked up that there is provided give active user intelligentized activity recommendation.
In summary, the activity recommendation method of the embodiment of the present invention, first based on the current location of the mobile terminal,
Determine the optional good friend in the range of pre-determined distance and be easy to the optional activity of participation；Then, by active user and/or can
The historical activity information and/or preference information of friend is chosen, target good friend and goal activities is further determined that out, and current used to this
Recommended at family.So, being capable of the position based on the mobile terminal when carrying out activity recommendation for the mobile terminal affiliated user
Put, carry out the screening of activity jointly with reference to the doings of active user and good friend, and distance factor, be that user recommends
More excellent activity, reaches higher recommendation success rate, and is gone together by commending friends, to increase the social attribute of activity, solves
The potential demand of user's trip, while improving convenience and the user experience that mobile terminal is used.
If Fig. 3 is the block diagram of the mobile terminal of one embodiment of the invention.Mobile terminal shown in Fig. 3, including first is true
Cover half block 301, the second determining module 302 and recommending module 303.
First determining module 301, for the current location according to the mobile terminal, it is determined that in the range of pre-determined distance
Optional good friend and optional activity, the optional good friend are the user that social networks are set up with active user, and the active user is
Use the user of the mobile terminal；
Second determining module 302, for the historical activity information according to the active user and/or the optional good friend
And/or preference information, goal activities is determined from the optional activity, target good friend is determined from the optional good friend；
Recommending module 303, for recommending the goal activities and the target good friend to the active user.
On the basis of Fig. 3, as shown in figure 4, alternatively, second determining module 302 includes：
Acquisition submodule 3021, it is described current for according to the historical activity information and/or the preference information, obtaining
User is with each optional good friend based on the optional movable matching degree；
Determination sub-module 3022, for according to the matching degree, determining the goal activities and the target good friend.
Alternatively, the acquisition submodule 3021 includes：
First processing units 30211, for according to default analyzing and processing mode, obtain the historical activity information and/
Or activity dimension information and good friend's dimensional information in the preference information；
Second processing unit 30212, for according to default dimension weight distribution, the activity dimension information and described good
Friendly dimensional information, carries out the calculating of matching degree.
On the basis of Fig. 3, as shown in figure 5, alternatively, the recommending module 303 includes：
Submodule 3031 is generated, the recommendation information for generating the correspondence goal activities and the target good friend；
Display sub-module 3032, for based on default parameters sortnig, recommending interface to be arranged the recommendation information
Sequence is shown；Wherein, the parameters sortnig includes movable mass and good friend's cohesion or user's participation activity date.
Alternatively, the recommendation information includes the Activity Type of the goal activities, the movable address of the goal activities
With the target good friend of the correspondence goal activities.
Mobile terminal 300 can realize each process that mobile terminal is realized in Fig. 1 and Fig. 2 embodiment of the method, to keep away
Exempt to repeat, repeat no more here.The mobile terminal is determined optional in the range of pre-determined distance based on its current location
Good friend and the optional activity for being easy to participation；Then, by the historical activity information and/or partially of active user and/or optional good friend
Good information, further determines that out target good friend and goal activities, and recommended to the active user.So, for the movement
Terminal owning user carry out activity recommendation when, can the position based on the mobile terminal, with reference to the social activity of active user and good friend
Activity, and distance factor come carry out jointly activity screening, be that user recommends more excellent activity, reach higher recommendation into
Power, and gone together by commending friends, to increase the social attribute of activity, the potential demand of user's trip is solved, is lifted simultaneously
Convenience and user experience that mobile terminal is used.
Another embodiment of the present invention additionally provides a kind of computer-readable recording medium, is stored thereon with computer program
(instruction), the program (instruction) realizes following steps when being executed by processor：According to the current location of the mobile terminal, it is determined that
Optional good friend and optional activity in the range of pre-determined distance, the optional good friend are the use that social networks are set up with active user
Family, the active user is the user using the mobile terminal；According to going through for the active user and/or the optional good friend
History action message and/or preference information, determine goal activities from the optional activity, target are determined from the optional good friend
Good friend；Recommend the goal activities and the target good friend to the active user.
Alternatively, following steps can also be realized when the program (instruction) is executed by processor：According to the historical act
Information and/or the preference information, obtain the active user with each optional good friend based on the optional movable matching degree；
According to the matching degree, the goal activities and the target good friend are determined.
Alternatively, following steps can also be realized when the program (instruction) is executed by processor：At default analysis
Reason mode, obtains the historical activity information and/or activity dimension information and good friend's dimensional information in the preference information；
According to default dimension weight distribution, the activity dimension information and good friend's dimensional information, the calculating of matching degree is carried out.
Alternatively, following steps can also be realized when the program (instruction) is executed by processor：The generation correspondence target
The recommendation information of movable and described target good friend；Based on default parameters sortnig, interface is being recommended to carry out the recommendation information
Sequencing display；Wherein, the parameters sortnig includes movable mass and good friend's cohesion or user's participation activity date.
Alternatively, the recommendation information includes the Activity Type of the goal activities, the movable address of the goal activities
With the target good friend of the correspondence goal activities.
Computer-readable medium includes permanent and non-permanent, removable and non-removable media can be by any method
Or technology come realize information store.Information can be computer-readable instruction, data structure, the module of program or other data.
The example of the storage medium of computer includes, but are not limited to phase transition internal memory (PRAM), static RAM (SRAM), moved
State random access memory (DRAM), other kinds of random access memory (RAM), read-only storage (ROM), electric erasable
Programmable read only memory (EEPROM), fast flash memory bank or other memory techniques, read-only optical disc read-only storage (CD-ROM),
Digital versatile disc (DVD) or other optical storages, magnetic cassette tape, the storage of tape magnetic rigid disk or other magnetic storage apparatus
Or any other non-transmission medium, the information that can be accessed by a computing device available for storage.Define, calculate according to herein
Machine computer-readable recording medium does not include temporary computer readable media (transitory media), such as data-signal and carrier wave of modulation.
The mobile terminal of another embodiment of the present invention includes：Memory, processor and it is stored on the memory simultaneously
The computer program that can be run on the processor, is realized as described above described in the computing device during computer program
Activity recommendation method.Specific mobile terminal 600 as shown in Figure 6 includes：At least one processor 601, memory 602, at least
One network interface 604 and user interface 603.Each component in mobile terminal 600 is coupling in one by bus system 605
Rise.It is understood that bus system 605 is used to realize the connection communication between these components.Bus system 605, which is removed, includes data/address bus
Outside, in addition to power bus, controlling bus and status signal bus in addition.But for the sake of clear explanation, in figure 6 will be various
Bus is all designated as bus system 605.
Wherein, user interface 603 can include display, keyboard or pointing device (for example, mouse, trace ball
(trackball), touch-sensitive plate or touch-screen etc..
It is appreciated that the memory 602 in the embodiment of the present invention can be volatile memory or nonvolatile memory,
Or may include both volatibility and nonvolatile memory.Wherein, nonvolatile memory can be read-only storage (Read-
Only Memory, ROM), programmable read only memory (Programmable ROM, PROM), the read-only storage of erasable programmable
Device (Erasable PROM, EPROM), Electrically Erasable Read Only Memory (Electrically EPROM, EEPROM) or
Flash memory.Volatile memory can be random access memory (Random Access Memory, RAM), and it is used as outside high
Speed caching.By exemplary but be not restricted explanation, the RAM of many forms can use, such as static RAM
(Static RAM, SRAM), dynamic random access memory (Dynamic RAM, DRAM), Synchronous Dynamic Random Access Memory
(Synchronous DRAM, SDRAM), double data speed synchronous dynamic RAM (Double Data Rate
SDRAM, DDRSDRAM), enhanced Synchronous Dynamic Random Access Memory (Enhanced SDRAM, ESDRAM), synchronized links
Dynamic random access memory (Synch link DRAM, SLDRAM) and direct rambus random access memory (Direct
Rambus RAM, DRRAM).The memory 602 of system and method described herein be intended to including but not limited to these and it is any its
It is adapted to the memory of type.
In some embodiments, memory 602 stores following element, can perform module or data structure, or
Their subset of person, or their superset：Operating system 6021 and application program 6022.
Wherein, operating system 6021, comprising various system programs, such as ccf layer, core library layer, driving layer, are used for
Realize various basic businesses and handle hardware based task.Application program 6022, includes various application programs, such as media
Player (Media Player), browser (Browser) etc., for realizing various applied business.Realize the embodiment of the present invention
The program of method may be embodied in application program 6022.
In embodiments of the present invention, by calling program or the instruction of the storage of memory 602, specifically, can be application
The program stored in program 6022 or instruction, processor 601 are used for：According to the current location of the mobile terminal, it is determined that pre-
If optional good friend and optional activity in distance range, the optional good friend is the user that social networks are set up with active user,
The active user is the user using the mobile terminal；According to the history of the active user and/or the optional good friend
Action message and/or preference information, determine goal activities from the optional activity, determine that target is good from the optional good friend
Friend；Recommend the goal activities and the target good friend to the active user.
The method that the embodiments of the present invention are disclosed can apply in processor 601, or be realized by processor 601.
Processor 601 is probably a kind of IC chip, the disposal ability with signal.In implementation process, the above method it is each
Step can be completed by the integrated logic circuit of the hardware in processor 601 or the instruction of software form.Above-mentioned processing
Device 601 can be general processor, digital signal processor (Digital Signal Processor, DSP), special integrated electricity
Road (Application Specific Integrated Circuit, ASIC), ready-made programmable gate array (Field
Programmable Gate Array, FPGA) or other PLDs, discrete gate or transistor logic,
Discrete hardware components.It can realize or perform disclosed each method, step and the logic diagram in the embodiment of the present invention.It is general
Processor can be microprocessor or the processor can also be any conventional processor etc..With reference to institute of the embodiment of the present invention
The step of disclosed method, can be embodied directly in hardware decoding processor and perform completion, or with the hardware in decoding processor
And software module combination performs completion.Software module can be located at random access memory, and flash memory, read-only storage may be programmed read-only
In the ripe storage medium in this area such as memory or electrically erasable programmable memory, register.The storage medium is located at
Memory 602, processor 601 reads the information in memory 602, the step of completing the above method with reference to its hardware.
It is understood that embodiments described herein can with hardware, software, firmware, middleware, microcode or its
Combine to realize.Realized for hardware, processing unit can be realized in one or more application specific integrated circuit (Application
Specific Integrated Circuits, ASIC), digital signal processor (Digital Signal Processing,
DSP), digital signal processing appts (DSP Device, DSPD), programmable logic device (Programmable Logic
Device, PLD), field programmable gate array (Field-Programmable Gate Array, FPGA), general processor,
In controller, microcontroller, microprocessor, other electronic units for performing herein described function or its combination.
Realize, can be realized by performing the module (such as process, function) of function described herein herein for software
Described technology.Software code is storable in memory and by computing device.Memory can within a processor or
Realized outside processor.
Alternatively, processor 601 is additionally operable to：According to the historical activity information and/or the preference information, obtain described
Active user is with each optional good friend based on the optional movable matching degree；According to the matching degree, the target is determined
Movable and described target good friend.
Alternatively, processor 601 is additionally operable to：According to default analyzing and processing mode, obtain the historical activity information and/
Or activity dimension information and good friend's dimensional information in the preference information；According to default dimension weight distribution, the activity
Dimensional information and good friend's dimensional information, carry out the calculating of matching degree.
Alternatively, processor 601 is additionally operable to：The generation correspondence goal activities and the recommendation information of the target good friend；
Based on default parameters sortnig, interface is being recommended to be ranked up display the recommendation information；Wherein, the parameters sortnig includes
Movable mass and good friend's cohesion or user's participation activity date.
Alternatively, the recommendation information includes the Activity Type of the goal activities, the movable address of the goal activities
With the target good friend of the correspondence goal activities.
Mobile terminal 600 can realize each process that mobile terminal is realized in previous embodiment, to avoid repeating, here
Repeat no more.The mobile terminal determines optional good friend in the range of pre-determined distance and just based on its current location
In the optional activity of participation；Then, by the historical activity information and/or preference information of active user and/or optional good friend, one is entered
Step determines target good friend and goal activities, and is recommended to the active user.So, for the mobile terminal affiliated user
Carry out activity recommendation when, can the position based on the mobile terminal, with reference to the doings of active user and good friend, and distance
Factor carries out the screening of activity jointly, is that user recommends more excellent activity, reaches higher recommendation success rate, and by pushing away
Good friend colleague is recommended, to increase the social attribute of activity, the potential demand of user's trip is solved, is used while improving mobile terminal
Convenience and user experience.
Fig. 7 is the structural representation of the mobile terminal of another embodiment of the present invention.Specifically, the mobile terminal in Fig. 7
700 can be mobile phone, tablet personal computer, personal digital assistant (Personal Digital Assistant, PDA) or vehicle mounted electric
Brain etc..
Mobile terminal 700 in Fig. 7 includes radio frequency (Radio Frequency, RF) circuit 710, memory 720, input
Unit 730, display unit 740, processor 760, voicefrequency circuit 770, WiFi (Wireless Fidelity) modules 780 and electricity
Source 790.
Wherein, input block 730 can be used for the numeral or character information for receiving user's input, and produce and mobile terminal
The signal input that 700 user is set and function control is relevant.Specifically, in the embodiment of the present invention, the input block 730 can
With including contact panel 731.Contact panel 731, also referred to as touch-screen, collect touch operation of the user on or near it
(such as user uses the operations of any suitable object or annex on contact panel 731 such as finger, stylus), and according to advance
The formula of setting drives corresponding attachment means.Optionally, contact panel 731 may include touch detecting apparatus and touch controller
Two parts.Wherein, touch detecting apparatus detects the touch orientation of user, and detects the signal that touch operation is brought, by signal
Send touch controller to；Touch controller receives touch information from touch detecting apparatus, and is converted into contact coordinate,
Give the processor 760 again, and the order sent of reception processing device 760 and can be performed.Furthermore, it is possible to using resistance-type,
The polytypes such as condenser type, infrared ray and surface acoustic wave realize contact panel 731.Except contact panel 731, input block
730 can also include other input equipments 732, and other input equipments 732 can include but is not limited to physical keyboard, function key
One or more in (such as volume control button, switch key etc.), trace ball, mouse, action bars etc..
Wherein, display unit 740 can be used for information and the movement for showing the information inputted by user or being supplied to user
The various menu interfaces of terminal 700.Display unit 740 may include display panel 741, optionally, can use LCD or organic hairs
The forms such as optical diode (Organic Light-Emitting Diode, OLED) configure display panel 741.
It should be noted that contact panel 731 can cover display panel 741, touch display screen is formed, when touch display screen inspection
Measure after the touch operation on or near it, processor 760 is sent to determine the type of touch event, with preprocessor
760 provide corresponding visual output according to the type of touch event in touch display screen.
Touch display screen includes Application Program Interface viewing area and conventional control viewing area.The Application Program Interface viewing area
And arrangement mode of the conventional control viewing area is not limited, can be arranged above and below, left-right situs etc. can distinguish two and show
Show the arrangement mode in area.The Application Program Interface viewing area is displayed for the interface of application program.Each interface can be with
The interface element such as the icon comprising at least one application program and/or widget desktop controls.The Application Program Interface viewing area
It can also be the empty interface not comprising any content.The conventional control viewing area is used to show the higher control of utilization rate, for example,
Application icons such as settings button, interface numbering, scroll bar, phone directory icon etc..
Wherein processor 760 is the control centre of mobile terminal 700, utilizes various interfaces and connection whole mobile phone
Various pieces, software program and/or module in first memory 721 are stored in by operation or execution, and call storage
Data in second memory 722, perform the various functions and processing data of mobile terminal 700, so as to mobile terminal 700
Carry out integral monitoring.Optionally, processor 760 may include one or more processing units.
In embodiments of the present invention, by call store the first memory 721 in software program and/or module and/
Or the data in the second memory 722, processor 760 is used for the current location according to the mobile terminal, it is determined that default
Optional good friend and optional activity in distance range, the optional good friend are the user that social networks are set up with active user, institute
It is the user using the mobile terminal to state active user；Lived according to the history of the active user and/or the optional good friend
Dynamic information and/or preference information, determine goal activities from the optional activity, determine that target is good from the optional good friend
Friend；Recommend the goal activities and the target good friend to the active user.
Alternatively, processor 760 is additionally operable to according to the historical activity information and/or the preference information, obtains described
Active user is with each optional good friend based on the optional movable matching degree；According to the matching degree, the target is determined
Movable and described target good friend.
Alternatively, processor 760 is additionally operable to according to default analyzing and processing mode, obtain the historical activity information and/
Or activity dimension information and good friend's dimensional information in the preference information；According to default dimension weight distribution, the activity
Dimensional information and good friend's dimensional information, carry out the calculating of matching degree.
Alternatively, processor 760 is additionally operable to the generation correspondence goal activities and the recommendation information of the target good friend；Base
In default parameters sortnig, interface is being recommended to be ranked up display the recommendation information；Wherein, the parameters sortnig includes living
Kinoplaszm amount and good friend's cohesion or user's participation activity date.
Alternatively, the recommendation information includes the Activity Type of the goal activities, the movable address of the goal activities
With the target good friend of the correspondence goal activities.
It can be seen that, the mobile terminal based on its current location, determine the optional good friend in the range of pre-determined distance with
And it is easy to the optional activity of participation；Then, by the historical activity information and/or preference information of active user and/or optional good friend,
Target good friend and goal activities are further determined that out, and is recommended to the active user.So, for this is mobile terminal affiliated
User carry out activity recommendation when, can the position based on the mobile terminal, with reference to the doings of active user and good friend, and
Distance factor carries out the screening of activity jointly, is that user recommends more excellent activity, reaches higher recommendation success rate, and logical
Commending friends colleague is crossed, to increase the social attribute of activity, the potential demand of user's trip is solved, while improving mobile terminal
The convenience and user experience used.
The embodiment of the present invention also provides a kind of computer-readable recording medium, it is characterised in that described computer-readable to deposit
The activity recommendation that is stored with storage media program, realizes described activity recommendation side when the activity recommendation program is executed by processor
The step of method.
Those of ordinary skill in the art are it is to be appreciated that the list of each example described with reference to the embodiments described herein
Member and algorithm steps, can be realized with the combination of electronic hardware or computer software and electronic hardware.These functions are actually
Performed with hardware or software mode, depending on the application-specific and design constraint of technical scheme.Professional and technical personnel
Described function can be realized using distinct methods to each specific application, but this realization is it is not considered that exceed
The scope of the present invention.
It is apparent to those skilled in the art that, for convenience and simplicity of description, the system of foregoing description,
The specific work process of device and unit, may be referred to the corresponding process in preceding method embodiment, will not be repeated here.
In embodiment provided herein, it should be understood that disclosed apparatus and method, others can be passed through
Mode is realized.For example, device embodiment described above is only schematical, for example, the division of the unit, is only
A kind of division of logic function, can there is other dividing mode when actually realizing, such as multiple units or component can combine or
Person is desirably integrated into another system, or some features can be ignored, or does not perform.Another, shown or discussed is mutual
Between coupling or direct-coupling or communication connection can be the INDIRECT COUPLING or communication link of device or unit by some interfaces
Connect, can be electrical, machinery or other forms.
The unit illustrated as separating component can be or may not be it is physically separate, it is aobvious as unit
The part shown can be or may not be physical location, you can with positioned at a place, or can also be distributed to multiple
On NE.Some or all of unit therein can be selected to realize the mesh of this embodiment scheme according to the actual needs
's.
In addition, each functional unit in each embodiment of the invention can be integrated in a processing unit, can also
That unit is individually physically present, can also two or more units it is integrated in a unit.
If the function is realized using in the form of SFU software functional unit and is used as independent production marketing or in use, can be with
It is stored in a computer read/write memory medium.Understood based on such, technical scheme is substantially in other words
The part contributed to prior art or the part of the technical scheme can be embodied in the form of software product, the meter
Calculation machine software product is stored in a storage medium, including some instructions are to cause a computer equipment (can be individual
People's computer, server, or network equipment etc.) perform all or part of step of each of the invention embodiment methods described.
And foregoing storage medium includes：USB flash disk, mobile hard disk, ROM, RAM, magnetic disc or CD etc. are various can be with store program codes
Medium.
The foregoing is only a specific embodiment of the invention, but protection scope of the present invention is not limited thereto, any
Those familiar with the art the invention discloses technical scope in, change or replacement can be readily occurred in, should all be contained
Cover within protection scope of the present invention.Therefore, protection scope of the present invention should be defined by scope of the claims.
Explanation is needed further exist for, this mobile terminal described in this description includes but is not limited to smart mobile phone, put down
Plate computer etc..
This many functional part described in this description is all referred to as module, specifically to emphasize its realization side
The independence of formula.
In the embodiment of the present invention, module can be realized with software, so as to by various types of computing devices.Citing comes
Say, the executable code module of a mark can include the one or more physics or logical block of computer instruction, illustrate
For, it can be built as object, process or function.Nevertheless, the executable code of institute's mark module is without physically
It is located together, but can includes being stored in different instructions in different positions, is combined together when in these command logics
When, its regulation purpose for constituting module and realizing the module.
In fact, executable code module can be the either many bar instructions of individual instructions, and it can even be distributed
On multiple different code segments, it is distributed among distinct program, and is distributed across multiple memory devices.Similarly, grasp
Making data can be identified in module, and can be realized according to any appropriate form and be organized in any appropriate class
In the data structure of type.The peration data can be collected as individual data collection, or can be distributed on diverse location
(being included in different storage device), and only can be present at least in part as electronic signal in system or network.
When module can be realized using software, it is contemplated that the level of existing hardware technique, it is possible to implemented in software
Module, in the case where not considering cost, those skilled in the art can build corresponding hardware circuit realize correspondence
Function, the hardware circuit includes conventional ultra-large integrated (VLSI) circuit or gate array and such as logic core
The existing semiconductor of piece, transistor etc either other discrete elements.Module can also use programmable hardware device, such as
Field programmable gate array, programmable logic array, programmable logic device etc. are realized.
Above-mentioned exemplary embodiment is described with reference to those accompanying drawings, many different forms and embodiment be it is feasible and
Without departing from spirit of the invention and teaching, therefore, the present invention should not be construed to turn into proposes the limitation of exemplary embodiment at this.
More precisely, these exemplary embodiments are provided so that the present invention can be improved and complete, and can be by the scope of the invention
Convey to those those of skill in the art.In those schemas, size of components and relative size are perhaps based on for the sake of clear
And be exaggerated.Term used herein is based only on description particular example embodiment purpose, is not intended to turn into limitation use.Such as
Use ground at this, unless the interior text clearly refers else, otherwise singulative " one ", " one " and the "the" be intended to by
Those multiple forms are also included.Those term "comprising"s and/or " comprising " will become further apparent when being used in this specification,
Represent the presence of the feature, integer, step, operation, component and/or component, but be not excluded for one or more further features, it is whole
Number, step, operation, component, component and/or the presence of its group or increase.Unless otherwise indicated, narrative tense, a value scope bag
Bound containing the scope and any subrange therebetween.
Described above is the preferred embodiment of the present invention, it is noted that for those skilled in the art
For, on the premise of principle of the present invention is not departed from, some improvements and modifications can also be made, these improvements and modifications
It should be regarded as protection scope of the present invention.
Claims (12)
1. a kind of activity recommendation method, applied to mobile terminal, it is characterised in that including：
According to the current location of the mobile terminal, it is determined that optional good friend and optional activity in the range of pre-determined distance, described
Optional good friend is the user that social networks are set up with active user, and the active user is the user using the mobile terminal；
According to the historical activity information and/or preference information of the active user and/or the optional good friend, from the optional work
Goal activities is determined in dynamic, target good friend is determined from the optional good friend；
Recommend the goal activities and the target good friend to the active user.
2. activity recommendation method according to claim 1, it is characterised in that described according to the active user and/or institute
The historical activity information and/or preference information of optional good friend is stated, goal activities is determined from the optional activity, from described optional
The step of target good friend is determined in good friend includes：
According to the historical activity information and/or the preference information, obtain the active user and be based on each optional good friend
The optional movable matching degree；
According to the matching degree, the goal activities and the target good friend are determined.
3. activity recommendation method according to claim 2, it is characterised in that it is described according to the historical activity information and/
Or the preference information, obtain the step of active user and each optional good friend are based on the optional movable matching degree and wrap
Include：
According to default analyzing and processing mode, the activity dimension in the historical activity information and/or the preference information is obtained
Information and good friend's dimensional information；
According to default dimension weight distribution, the activity dimension information and good friend's dimensional information, the meter of matching degree is carried out
Calculate.
4. activity recommendation method according to claim 1, it is characterised in that described to recommend the mesh to the active user
Mark is movable and includes the step of the target good friend：
The generation correspondence goal activities and the recommendation information of the target good friend；
Based on default parameters sortnig, interface is being recommended to be ranked up display the recommendation information；Wherein, the parameters sortnig
Including movable mass and good friend's cohesion or user's participation activity date.
5. activity recommendation method according to claim 4, it is characterised in that the recommendation information includes the goal activities
Activity Type, the target good friend of the movable address of the goal activities and the correspondence goal activities.
6. a kind of mobile terminal, it is characterised in that including：
First determining module, for the current location according to the mobile terminal, it is determined that choosing in the range of pre-determined distance
Friendly and optional activity, the optional good friend is the user that social networks are set up with active user, and the active user is uses
State the user of mobile terminal；
Second determining module, for the historical activity information and/or preference according to the active user and/or the optional good friend
Information, determines goal activities from the optional activity, target good friend is determined from the optional good friend；
Recommending module, for recommending the goal activities and the target good friend to the active user.
7. mobile terminal according to claim 6, it is characterised in that second determining module includes：
Acquisition submodule, for according to the historical activity information and/or the preference information, obtain the active user with it is each
Individual optional good friend is based on the optional movable matching degree；
Determination sub-module, for according to the matching degree, determining the goal activities and the target good friend.
8. mobile terminal according to claim 7, it is characterised in that the acquisition submodule includes：
First processing units, for according to default analyzing and processing mode, obtaining the historical activity information and/or the preference
Activity dimension information and good friend's dimensional information in information；
Second processing unit, for according to default dimension weight distribution, the activity dimension information and good friend's dimension letter
Breath, carries out the calculating of matching degree.
9. mobile terminal according to claim 6, it is characterised in that the recommending module includes：
Submodule is generated, the recommendation information for generating the correspondence goal activities and the target good friend；
Display sub-module, for based on default parameters sortnig, recommending interface to be ranked up display the recommendation information；Its
In, the parameters sortnig includes movable mass and good friend's cohesion or user's participation activity date.
10. mobile terminal according to claim 9, it is characterised in that the recommendation information includes the goal activities
The target good friend of Activity Type, the movable address of the goal activities and the correspondence goal activities.
11. a kind of mobile terminal, it is characterised in that including：Memory, processor and it is stored on the memory and can be in institute
The computer program run on processor is stated, is realized described in the computing device during computer program as in claim 1 to 5
The step of activity recommendation method described in any one.
12. a kind of computer-readable recording medium, it is characterised in that the activity of being stored with is pushed away on the computer-readable recording medium
Program is recommended, the activity recommendation as any one of claim 1 to 5 is realized when the activity recommendation program is executed by processor
The step of method.
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| CN201710422754.XA CN107248116A (en) | 2017-06-07 | 2017-06-07 | A kind of activity recommendation method and mobile terminal |
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