CN103559081B

CN103559081B - Recommendation method, device and the mobile terminal of working mode of mobile terminal

Info

Publication number: CN103559081B
Application number: CN201310534346.5A
Authority: CN
Inventors: 李龙
Original assignee: Shell Internet Beijing Security Technology Co Ltd
Current assignee: Beijing Cheetah Mobile Technology Co Ltd
Priority date: 2013-11-01
Filing date: 2013-11-01
Publication date: 2017-11-07
Anticipated expiration: 2033-11-01
Also published as: CN103559081A

Abstract

The present invention proposes a kind of recommendation method, device and the mobile terminal of working mode of mobile terminal.Wherein, mobile terminal includes multiple functional switches, and methods described includes：Obtain the historic state record of multiple functional switches；Multiple recommended work patterns are generated according to the historic state of multiple functional switches record, wherein, one group of state value of the multiple functional switches of each recommended work pattern correspondence；And multiple recommended work patterns are ranked up, and recommended according to ranking results.The method of the embodiment of the present invention, by analyzing the operation behavior that user switchs to mobile terminal function, it is easily user's recommended work pattern, voluntarily go to set the state of each functional switch in mode of operation without user, so as to reduce the threshold that user uses mode of operation, the popularity rate of mode of operation is improved, and each recommended work pattern contains the setting of multiple functional switches, the setting can be automatically generated according to the operating habit of user, lift Consumer's Experience.

Description

Recommendation method, device and the mobile terminal of working mode of mobile terminal

Technical field

The present invention relates to recommendation method, the dress of technical field of mobile terminals, more particularly to a kind of working mode of mobile terminal Put and mobile terminal.

Background technology

With the increasingly popularization of mobile terminal, the function that mobile terminal is realized also increasingly is enriched, for example, mobile number According to, GPS（Global Positioning System, global positioning system）、WiFi（WirelessFidelity, it is wireless to protect Very）, bluetooth, screen intensity, jingle bell, a variety of functions such as vibration obtain extensive use on mobile terminals.But these are abundant The although convenient use of user of function, but also the electricity of mobile terminal, resource and data traffic etc. can be caused greatly Amount consumption.Particularly user is when using mobile terminal, if the switch of these functions sets unreasonable, user's stream is not only resulted in Amount is wasted, while can also increase power consumption and committed memory resource of mobile terminal etc., for example, not only wasting stream through normally open GPS Amount also wastes the power consumption of mobile terminal, reduces the stand-by time of mobile terminal.

Therefore, current mobile terminal provides a variety of functional modes, multiple functions are set to open respectively according to functional mode The different conditions of pass, for example, then closing all radio-frequency enableds in the case where mobile terminal is in airplane-mode, section is in mobile terminal The functions such as GPS, WiFi can be then closed under pattern.So user can be by handoff functionality pattern, so as to set rational function On off state.

But, in process of the present invention is realized, at least there is problems with inventor's invention prior art：（1）Function mould Formula is single, it is impossible to meet demand, for example, only providing offline mode, energy saver mode etc.；（2）Multiple functions under difference in functionality pattern The state of switch sets more complicated, and user needs to understand that the function and power consumption condition of each functional switch, therefore causes to use Threshold is high, and popularity rate is low.

The content of the invention

It is contemplated that at least solving one of above-mentioned technical problem.

Therefore, first purpose of the present invention is a kind of recommendation method for proposing working mode of mobile terminal.This method It is easily user's recommended work pattern by analyzing the operation behavior that user switchs to mobile terminal function, reduction user makes With the threshold of mode of operation, the popularity rate of mode of operation is improved, Consumer's Experience is lifted.

Second object of the present invention is to propose a kind of recommendation apparatus of working mode of mobile terminal.

Third object of the present invention is to propose a kind of mobile terminal.

To achieve these goals, the recommendation method of the working mode of mobile terminal of first aspect present invention embodiment, is moved Dynamic terminal includes multiple functional switches, the described method comprises the following steps：Obtain the historic state note of the multiple functional switch Record；Multiple recommended work patterns are generated according to the historic state of the multiple functional switch record, wherein, each recommended work mould One group of state value of the multiple functional switch of formula correspondence；And the multiple recommended work pattern is ranked up, and according to Ranking results are recommended.

The recommendation method of the working mode of mobile terminal of the embodiment of the present invention, can be according to the historic states of multiple functional switches The multiple recommended work patterns of record generation, and multiple recommended work patterns are ranked up, and pushed away according to ranking results Recommend, be easily user's recommended work pattern, without user by analyzing the operation behavior that user switchs to mobile terminal function The state of each functional switch voluntarily gone in setting mode of operation, so as to reduce the threshold that user uses mode of operation, is improved The popularity rate of mode of operation, and each recommended work pattern contains the setting of multiple functional switches, the setting can according to The operating habit at family is automatically generated, and not only causes recommended work pattern to more conform to the use habit of user, lifts Consumer's Experience, And mode of operation also becomes variation.

To achieve these goals, the recommendation apparatus of the working mode of mobile terminal of second aspect of the present invention embodiment, is moved Dynamic terminal includes multiple functional switches, and described device includes：Historic state records acquisition module, for obtaining the multiple function The historic state record of switch；Recommended work pattern creation module, for being remembered according to the historic state of the multiple functional switch The multiple recommended work patterns of record generation, wherein, one group of state value of the multiple functional switch of each recommended work pattern correspondence； Order module, for being ranked up to the multiple recommended work pattern；And recommending module, for according to ranking results to many Individual recommended work pattern is recommended.

The recommendation apparatus of the working mode of mobile terminal of the embodiment of the present invention, by recommended work pattern creation module according to The multiple recommended work patterns of historic state record generation of multiple functional switches, order module is carried out to multiple recommended work patterns Sequence, recommending module is recommended according to ranking results, by analyzing the operation behavior that user switchs to mobile terminal function, just It is user's recommended work pattern promptly, voluntarily goes to set the state of each functional switch in mode of operation without user, so that It is multiple that reduction user uses the threshold of mode of operation, the popularity rate of raising mode of operation, and each recommended work pattern to contain The setting of functional switch, the setting can be automatically generated according to the operating habit of user, not only cause recommended work pattern more Meet the use habit of user, lift Consumer's Experience, and mode of operation also becomes variation.

To achieve these goals, the mobile terminal of third aspect present invention embodiment, including：Shell, screen, processing Device, memory and circuit board；On the housing, the circuit board is placed in the space that the shell is surrounded for the screen placement Inside, the processor and the memory are arranged on the circuit board；The memory is used to store executable program generation Code；The processor is run and the executable program generation by reading the executable program code stored in the memory The corresponding program of code, for：Obtain the historic state record of multiple functional switches；According to the history of the multiple functional switch State recording generates multiple recommended work patterns, wherein, one group of the multiple functional switch of each recommended work pattern correspondence State value；And the multiple recommended work pattern is ranked up, and recommended according to ranking results.

The mobile terminal of the embodiment of the present invention, can generate multiple recommendation works according to the historic state of multiple functional switches record Operation mode, and multiple recommended work patterns are ranked up, and recommended according to ranking results, by analyzing user to shifting The operation behavior of dynamic termination function switch, is easily user's recommended work pattern, voluntarily goes to set mode of operation without user In each functional switch state so that reduce user use mode of operation threshold, improve mode of operation popularity rate, and And each recommended work pattern contains the setting of multiple functional switches, the setting can automatically give birth to according to the operating habit of user Into, not only cause recommended work pattern to more conform to the use habit of user, lift Consumer's Experience, and mode of operation also becomes Variation.

The additional aspect of the present invention and advantage will be set forth in part in the description, and will partly become from the following description Obtain substantially, or recognized by the practice of the present invention.

Brief description of the drawings

Of the invention above-mentioned and/or additional aspect and advantage will become from the following description of the accompanying drawings of embodiments Substantially and be readily appreciated that, wherein,

Fig. 1 is the flow chart of the recommendation method of working mode of mobile terminal according to an embodiment of the invention；

Fig. 2 is the flow chart of the recommendation method of the working mode of mobile terminal according to a specific embodiment of the invention；

Fig. 3 is the flow chart of the recommendation method of the working mode of mobile terminal according to another specific embodiment of the invention；

Fig. 4 is the flow chart of the recommendation method of the working mode of mobile terminal according to another specific embodiment of the invention；

Fig. 5 is the structural representation of the recommendation apparatus of working mode of mobile terminal according to an embodiment of the invention；

Fig. 6 is the structural representation of the recommendation apparatus of the working mode of mobile terminal according to a specific embodiment of the invention Figure；

Fig. 7 is the structural representation of the recommendation apparatus of the working mode of mobile terminal according to another specific embodiment of the invention Figure；

Fig. 8 is the structural representation of the recommendation apparatus of the working mode of mobile terminal according to another specific embodiment of the invention Figure；

Fig. 9 is the structural representation of the recommendation apparatus of the working mode of mobile terminal according to another specific embodiment of the invention Figure.

Embodiment

Embodiments of the invention are described below in detail, the example of the embodiment is shown in the drawings, wherein from beginning to end Same or similar label represents same or similar element or the element with same or like function.Below with reference to attached The embodiment of figure description is exemplary, is only used for explaining the present invention, and is not considered as limiting the invention.On the contrary, this All changes in the range of spirit and intension that the embodiment of invention includes falling into attached claims, modification and equivalent Thing.

In the description of the invention, it is to be understood that term " first ", " second " etc. be only used for describe purpose, without It is understood that to indicate or imply relative importance.In the description of the invention, it is necessary to which explanation, is provided unless otherwise clear and definite And restriction, term " connected ", " connection " should be interpreted broadly, for example, it may be fixedly connected or be detachably connected, Or be integrally connected；Can be mechanical connection or electrical connection；Can be joined directly together, intermediary can also be passed through It is indirectly connected to.For the ordinary skill in the art, the tool of above-mentioned term in the present invention can be understood with concrete condition Body implication.In addition, in the description of the invention, unless otherwise indicated, " multiple " are meant that two or more.

Any process described otherwise above or method description are construed as in flow chart or herein, represent to include Module, fragment or the portion of the code of one or more executable instructions for the step of realizing specific logical function or process Point, and the scope of the preferred embodiment of the present invention includes other realization, wherein can not be by shown or discussion suitable Sequence, including according to involved function by it is basic simultaneously in the way of or in the opposite order, carry out perform function, this should be of the invention Embodiment person of ordinary skill in the field understood.

In order to solve that the functional mode that current mobile terminal provides is single, in functional mode, each functional switch sets complicated The problem of causing using threshold height and low popularity rate, the invention provides a kind of recommendation method of working mode of mobile terminal, dress Put and mobile terminal.Describe the recommendation side of the working mode of mobile terminal of the embodiment of the present invention in detail with reference to Figure of description Method, device and mobile terminal.

Fig. 1 is the flow chart of the recommendation method of working mode of mobile terminal according to an embodiment of the invention.In this hair In bright embodiment, mobile terminal may include multiple functional switches, and multiple functional switches correspond to multiple mobile terminal functions respectively, For example, mobile terminal function such as mobile data, GPS, WiFi, bluetooth, screen intensity, jingle bell, vibration etc., it is thus each to move Dynamic termination function correspondence two states（Open and close）, therefore there are two states as functional switch, if functional switch Then start corresponding function in opening, corresponding function is closed if functional switch is closed.It should manage Solution, in an embodiment of the present invention, mobile terminal can be that mobile phone, tablet personal computer, personal digital assistant, e-book etc. have respectively Plant the hardware device of operating system.As shown in figure 1, the recommendation method of working mode of mobile terminal comprises the following steps：

S101, obtains the historic state record of multiple functional switches.

Specifically, user is during the functional switch using mobile terminal, the behavior of mobile terminal records user, example Such as, user opens some functional switch at some time point or closes some functional switch etc..Wherein, historic state record with when Between for order successively record user each operation behavior.

For example, as shown in Table 1 below, mobile terminal can be obtained in preset time period（For example, one month）Interior history shape State is recorded, by taking sequence 1 as an example, and the type of the functional switch of mobile terminal is " WiFi ", and the status information of WiFi function switch is “open（Open）", the operating time information of functional switch is " 201308121440 ", i.e., be August in 2013 12 days 14 in the time Point starts WiFi function switch for 40 minutes, and the rest may be inferred can obtain the historic state record of multiple functional switches, wherein, functional switch Including bluetooth, vibration etc..

Sequence	Time	Type	State
				1	201308121440	WiFi	open
2	201308121441	Bluetooth	open
				3	201308121442	Vibration	open
....	....	....	.....

Table 1

S102, multiple recommended work patterns are generated according to the historic state of multiple functional switches record, wherein, it is each to recommend One group of state value of the multiple functional switches of mode of operation correspondence.

For example, operating time more close multiple functional switches are concentrated during can historic state be recorded, therefrom obtain The state of each functional switch is to obtain corresponding recommended work pattern.Embodiment refers to retouching for subsequent embodiment State.

Multiple recommended work patterns are ranked up, and recommended according to ranking results by S103.

Specifically, it can be ranked up according to the number of repetition of multiple recommended work patterns, number of repetition is bigger, sorted Order it is more forward, and recommended according to ranking results, it is more excellent for example, the order of the sequence of recommended work pattern is more forward First the recommended work pattern is carried out to recommend user.Embodiment refers to the description of subsequent embodiment.

Fig. 2 is the flow chart of the recommendation method of the working mode of mobile terminal according to a specific embodiment of the invention. In the present embodiment, each historic state record may include the status information and operating time information of corresponding functional switch, can root The historic state record progress of multiple functional switches is sorted out and duplicate removal according to operating time information, so as to generate multiple recommended works Pattern.Specifically, as shown in Fig. 2 the recommendation method of working mode of mobile terminal comprises the following steps：

S201, obtains the historic state record of multiple functional switches.

S202, is sorted out to obtain multiple return according to operating time information to the historic state record of multiple functional switches Class set.

Specifically, intelligent screening can be carried out to the historic state record of each functional switch according to operating time information and returned Class, for example, in historic state record with 5 minutes in for unit, the historic states of multiple functional switches is recorded and carried out Sort out, using in 5 minutes user operate mobile terminal function switching behaviour be used as same set, for example, some when Between put before 5 minutes within there is no the operation of other functional switches, using this time point as starting point, by its after 5 minutes The state of his functional switch is classified as a set, so as to obtain multiple classification set, as shown in Table 2 below.To sort out set A1 Exemplified by, sort out and include vibration in set A1, lock screen automatically the functional switches such as time, mobile data, WiFi, bluetooth, and each work( Can switch has corresponding status information, e.g., and the state that the status information that vibrating function is switched is open, WiFi function is switched is believed Breath be open, Bluetooth function switch status information be open etc..

Sequence	Sort out set	Vibration	Lock screen automatically the time	Mobile data	WiFi	Bluetooth	.....
								1	A1	open	-	-	open	open	.....
2	A2	open	-	close	open	open	.....
								3	A3	open	-	close	open	open	.....
4	.....	.....	.....	.....	.....	.....	.....

Table 2

S203, sorts out set progress duplicate removal to multiple, wherein, each classification set after duplicate removal includes multiple functions One group of state value of switch.

In order to improve the accuracy rate of recommendation, the classification set of low repetition can be rejected, at one of the present invention In embodiment, sort out to multiple before set carries out duplicate removal before i.e. S203, in addition to：Multiple classification set are obtained respectively Number of repetition；And the classification set that will appear from repeating not less than predetermined threshold value is rejected.Wherein, pre-set threshold value can be by moving Terminal default setting, it can also be recorded and set according to the historic state of multiple functional switches, for example, when in historic state record When data are more, that is, the probability for obtaining identical classification set can more greatly, and can set pre-set threshold value is bigger, works as historic state When data in record are less, that is, the probability for obtaining identical classification set is small, and can set pre-set threshold value is smaller.Specifically Ground, carries out the judgement of repetitive rate between can gathering multiple classification, first determine whether multiple whether sort out in set with identical Data, afterwards when having identical data in multiple classification set, determine whether that identical sorts out time that set repeats Number, when the number of repetition of appearance is not less than pre-set threshold value, can reject the classification set.

For example, pre-set threshold value is 5, there are identical data in multiple classification are gathered and it duplicates number of times more than 5 times When, the classification set can be subjected to duplicate removal, leave behind the record data of the classification set.Wherein, it is remaining after duplicate removal Each classification set includes one group of state value of multiple functional switches, and each shape for sorting out each functional switch in set State value is unique.

S204, corresponding multiple recommended work patterns are generated according to multiple classification set after duplicate removal respectively, wherein, each The each one group of state value for sorting out multiple functional switches in set of recommended work pattern correspondence.

Multiple recommended work patterns are ranked up, and recommended according to ranking results by S205.

The recommendation method of the working mode of mobile terminal of the embodiment of the present invention, can be according to operating time information to functional switch Historic state record sorted out and sort out set to obtain, and duplicate removal is carried out to sorting out set, and according to the classification after duplicate removal Set generates corresponding recommended work pattern respectively, it is to avoid the redundancy of data, improves accuracy rate.

Fig. 3 is the flow chart of the recommendation method of the working mode of mobile terminal according to another specific embodiment of the invention. In order that multiple recommended work patterns ranking results it is more accurate, can obtain that multiple recommended work patterns are corresponding to return respectively The number of repetition of class set, and multiple recommended work patterns are ranked up according to corresponding number of repetition.Specifically, such as Fig. 3 Shown, the recommendation method of working mode of mobile terminal comprises the following steps：

S301, obtains the historic state record of multiple functional switches.

S302, is sorted out to obtain multiple return according to operating time information to the historic state record of multiple functional switches Class set.

S303, sorts out set progress duplicate removal to multiple, wherein, each classification set after duplicate removal includes multiple functions One group of state value of switch.

S304, corresponding multiple recommended work patterns are generated according to multiple classification set after duplicate removal respectively, wherein, each The each one group of state value for sorting out multiple functional switches in set of recommended work pattern correspondence.

S305, obtains the corresponding number of repetition for sorting out set of multiple recommended work patterns respectively.

Specifically, the corresponding classification set of multiple recommended work patterns is all to sort out set by remaining after duplicate removal, so And, before i.e. S303 before carrying out duplicate removal to multiple classification set, multiple numbers of repetition sorted out and gathered have been obtained respectively, So as to would know that the corresponding number of repetition for sorting out set of each recommended work pattern.

Multiple recommended work patterns are ranked up, and carried out according to ranking results by S306 according to corresponding number of repetition Recommend.

Specifically, each recommended work pattern can be ranked up according to the corresponding number of repetition for sorting out set, and root Recommended according to ranking results, for example, number of repetition is bigger, the clooating sequence of corresponding recommended work pattern is more forward, then it is first First recommend the forward recommended work pattern of clooating sequence.

The recommendation method of the working mode of mobile terminal of the embodiment of the present invention, can obtain the corresponding classification of recommended work pattern The number of repetition of set, and recommended work pattern is ranked up according to corresponding number of repetition so that recommended work pattern Ranking results are more accurate.

Fig. 4 is the flow chart of the recommendation method of the working mode of mobile terminal according to another specific embodiment of the invention. The priority of each recommended work pattern can be obtained according to ranking results, and according to corresponding priority to multiple recommended work moulds Formula is recommended.Specifically, as shown in figure 4, the recommendation method of working mode of mobile terminal comprises the following steps：

S401, obtains the historic state record of multiple functional switches.

S402, is sorted out to obtain multiple return according to operating time information to the historic state record of multiple functional switches Class set.

S403, sorts out set progress duplicate removal to multiple, wherein, each classification set after duplicate removal includes multiple functions One group of state value of switch.

S404, corresponding multiple recommended work patterns are generated according to multiple classification set after duplicate removal respectively, wherein, each The each one group of state value for sorting out multiple functional switches in set of recommended work pattern correspondence.

S405, obtains the corresponding number of repetition for sorting out set of multiple recommended work patterns respectively.

Multiple recommended work patterns are ranked up by S406 according to corresponding number of repetition.

S407, the priority of each recommended work pattern is obtained according to ranking results, wherein, each recommended work pattern Priority is corresponding with sort order.

For example, sort order is more forward, the priority of corresponding recommended work pattern is higher.

S408, obtains the current operation mode of mobile terminal.

S409, judges whether current operation mode is consistent with the recommended work pattern of highest priority.

S410, if the recommended work pattern of current operation mode and highest priority is inconsistent, by highest priority Recommended work pattern recommended.

Specifically, can be successively from the recommended work mould of highest priority after mobile terminal current operation mode is obtained Formula starts, be compared with the current operation mode of mobile terminal, judges whether current operation mode pushes away with highest priority Recommend mode of operation consistent, can be preferential by this if the recommended work pattern of current operation mode and highest priority is inconsistent Level highest recommended work pattern is recommended, and is shown to user in the display interface of mobile terminal or recommendation interface, with Just user clicks on the recommended work pattern, so that mobile terminal enters the recommended work mode state.For example, when recommendation circle The recommended work pattern for the highest priority recommended on face：WiFi is " open ", and bluetooth is " close（Close）", mobile data For " close ", the current operation mode of the mobile terminal got：WiFi is that " close ", bluetooth are " open ", mobile data , can be by the recommended work for " open ", it can be seen that the recommended work pattern of current operation mode and highest priority is inconsistent Pattern recommends user.

In one embodiment of the invention, if the recommended work pattern of highest priority includes multiple and each recommendation Mode of operation is inconsistent with current operation mode, then randomly chooses one of recommended.Thereby it is ensured that recommends is random Property.

S411, if current operation mode is consistent with the recommended work pattern of highest priority, is determined whether current Whether mode of operation is consistent with the recommended work pattern that priority is taken second place until each recommended work pattern all judges to finish.

If it should be appreciated that current operation mode is consistent with all recommended work patterns, mobile terminal can be kept Current operation mode, does not recommend recommended work pattern.

The recommendation method of the working mode of mobile terminal of the embodiment of the present invention, each recommended work is obtained according to ranking results The priority of pattern, and judge whether the current operation mode of mobile terminal is consistent with the recommended work pattern of highest priority, And recommended according to judged result so that the recommended work pattern inconsistent with current operation mode is recommended into user, with Just user can quickly change functional mode according to oneself demand, lift Consumer's Experience.

In one embodiment of the invention, the recommendation method of working mode of mobile terminal also includes：Judge that recommends pushes away Recommend whether mode of operation is used in preset time period；And if recommend recommended work pattern in preset time period not Used, then reduce the priority of recommended work pattern.Wherein, preset time period can be set by mobile terminal, also can according to The time interval setting of family change mode of operation.Specifically, when the recommended work pattern recommended in display interface or recommendation interface In preset time period（For example, three days etc.）Do not clicked on or used by user, it is believed that sense of the user to the recommended work pattern Interest-degree is not high, then can reduce the priority of the recommended work pattern.It should be appreciated that when the recommended work pattern recommended is default It is not used by period, also the recommended work pattern that priority is taken second place can be recommended into use according to the clooating sequence of priority Family.

In one embodiment of the invention, the recommendation method of working mode of mobile terminal also includes：If that recommends pushes away Recommend mode of operation to be used in preset time period, then increase the priority of recommended work pattern.Specifically, when display interface or Recommend the recommended work pattern recommended in interface in preset time period（For example, three days etc.）Clicked on or used by user, can recognize It is interested in the recommended work pattern for user, the recommended work pattern may be commonly used, then can be by the recommended work mould The priority increase of formula, so that the recommended work pattern is more easily recommended to user.

From above-mentioned two embodiment, judge whether the recommended work pattern recommended is used in preset time period, And the priority of the recommended work pattern is adjusted according to judged result, so that user more easily obtains oneself The mode of operation needed, lifts Consumer's Experience.

In order to realize above-described embodiment, embodiments of the invention also propose a kind of recommendation dress of working mode of mobile terminal Put.

Fig. 5 is the structural representation of the recommendation apparatus of working mode of mobile terminal according to an embodiment of the invention.Such as Shown in Fig. 5, the recommendation apparatus of working mode of mobile terminal includes：Historic state record acquisition module 100, the life of recommended work pattern Into module 200, order module 300 and recommending module 400.Wherein, the mobile terminal described in the embodiment of the present invention can be intelligence Mobile phone, tablet personal computer, personal digital assistant, e-book etc. have the hardware device of various operating systems, and mobile terminal can be wrapped Multiple functional switches are included, multiple functional switches correspond to multiple mobile terminal functions respectively, for example, mobile terminal function is as moved Data, GPS, WiFi, bluetooth, screen intensity, jingle bell, vibration etc. are moved, thus each mobile terminal function correspondence two states（Open Open and close）, therefore there are two states as functional switch, start corresponding work(if functional switch is in opening Can, corresponding function is closed if functional switch is closed.

Specifically, historic state record acquisition module 100 is used for the historic state record for obtaining multiple functional switches.More Body, user is during the functional switch using mobile terminal, the behavior of mobile terminal records user, for example, user is at certain Individual time point opens some functional switch or closes some functional switch etc..Wherein, historic state record using the time for sequentially according to Each operation behavior of secondary record user.

For example, as shown in Table 1 above, historic state record acquisition module 100 can obtain mobile terminal in preset time Section（For example, one month）Interior historic state record, by taking sequence 1 as an example, the type of the functional switch of mobile terminal is " WiFi ", The status information of WiFi function switch is " open ", and the operating time information of functional switch is " 201308121440 ", i.e., when Between start within 40 minutes WiFi function switch for August 12 day 14 point in 2013, the rest may be inferred can obtain the history shape of multiple functional switches State is recorded, wherein, functional switch includes bluetooth, vibration etc..

Recommended work pattern creation module 200 is used to recommend according to the record generation of the historic state of multiple functional switches is multiple Mode of operation, wherein, one group of state value of the multiple functional switches of each recommended work pattern correspondence.For example, recommended work pattern Operating time more close multiple functional switches are concentrated during generation module 200 can record historic state, therefrom obtain every The state of individual functional switch is to obtain corresponding recommended work pattern.

Order module 300 is used to be ranked up multiple recommended work patterns.More specifically, order module 300 can basis The number of repetition of multiple recommended work patterns is ranked up to it, and number of repetition is bigger, and the order of sequence is more forward.

Recommending module 400 is used to recommend multiple recommended work patterns according to ranking results.For example, recommended work mould The order of the sequence of formula is more forward, and recommending module 400 is more preferential to be carried out the recommended work pattern to recommend user.

Fig. 6 is the structural representation of the recommendation apparatus of the working mode of mobile terminal according to a specific embodiment of the invention Figure.As shown in fig. 6, the recommendation apparatus of working mode of mobile terminal includes：Historic state record acquisition module 100, recommended work Pattern creation module 200, order module 300, recommending module 400, sort out set acquisition submodule 210, duplicate removal submodule 220, Recommended work schema creation submodule 230, number of repetition acquisition submodule 240 and rejecting submodule 250.Wherein, recommended work Pattern creation module 200 includes：Sort out set acquisition submodule 210, duplicate removal submodule 220, recommended work schema creation submodule Block 230, number of repetition acquisition submodule 240 and rejecting submodule 250.

Specifically, sorting out set acquisition submodule 210 is used for according to history of the operating time information to multiple functional switches State recording is sorted out to obtain multiple classification set.More specifically, when classification set acquisition submodule 210 can be according to operation Between information intelligent screening is carried out to the historic state of each functional switch record and sorted out, for example, with 5 in historic state record It is a unit in minute, the historic state record of multiple functional switches is sorted out, by the shifting that user operates in 5 minutes Dynamic termination function switching behaviour is used as same set, for example, without others within 5 minutes before some time point The operation of functional switch, using this time point as starting point, a set is classified as by the state of other functional switches after 5 minutes, So as to obtain multiple classification set, as shown in Table 2 above.Exemplified by sorting out set A1, sort out includes vibrating, automatically in set A1 The functional switches such as screen locking time, mobile data, WiFi, bluetooth, and each functional switch has corresponding status information, e.g., shake The state letter that the status information of dynamic functional switch is open, the status information of WiFi function switch is open, Bluetooth function switch Cease for open etc..

Duplicate removal submodule 220 is used to sort out set progress duplicate removal to multiple, wherein, in each classification set after duplicate removal One group of state value including multiple functional switches.

Recommended work schema creation submodule 230 is corresponding more for being generated respectively according to multiple classification set after duplicate removal Individual mode of operation to be recommended, wherein, each each one group of shape for sorting out multiple functional switches in set of recommended work pattern correspondence State value.

Number of repetition acquisition submodule 240 is used to obtain multiple numbers of repetition for sorting out set respectively.

The classification set that rejecting submodule 250 is used to will appear from repeating not less than predetermined threshold value is rejected.Wherein, preset Threshold values can also be recorded and set, for example, being worked as history by mobile terminal default setting according to the historic state of multiple functional switches When data in state recording are more, that is, the probability for obtaining identical classification set can more greatly, and can set pre-set threshold value is big A bit, when the data in historic state record are less, that is, the probability for obtaining identical classification set is small, can set pre-set threshold value It is smaller.

More specifically, judgement that can be to progress repetitive rate between multiple classification set, first determines whether multiple sort out in set Whether there are identical data, afterwards when there are identical data in multiple classification set, determine whether that identical sorts out collection The number of times repeated is closed, when the number of repetition of appearance is not less than pre-set threshold value, the classification set can be rejected.

The recommendation apparatus of the working mode of mobile terminal of the embodiment of the present invention, by sorting out set acquisition submodule according to behaviour Make temporal information to sort out to obtain classification set the historic state record of functional switch, duplicate removal submodule is gathered sorting out Duplicate removal is carried out, recommended work schema creation submodule generates corresponding recommended work mould respectively according to the classification set after duplicate removal Formula, it is to avoid the redundancies of data, improves accuracy rate.

Fig. 7 is the structural representation of the recommendation apparatus of the working mode of mobile terminal according to another specific embodiment of the invention Figure.As shown in fig. 7, the recommendation apparatus of working mode of mobile terminal includes：Historic state record acquisition module 100, recommended work Pattern creation module 200, order module 300, recommending module 400, sort out set acquisition submodule 210, duplicate removal submodule 220, Recommended work schema creation submodule 230, number of repetition acquisition submodule 240, rejecting submodule 250, the and of acquisition submodule 310 Sorting sub-module 320.Wherein, recommended work pattern creation module 200 includes：Sort out set acquisition submodule 210, duplicate removal submodule Block 220, recommended work schema creation submodule 230, number of repetition acquisition submodule 240 and rejecting submodule 250, order module 300 include：Acquisition submodule 310 and sorting sub-module 320.

Specifically, acquisition submodule 310 is used to obtain the corresponding repetition for sorting out set of multiple recommended work patterns respectively Number of times.Sorting sub-module 320 is used to be ranked up multiple recommended work patterns according to corresponding number of repetition.

More specifically, sorting sub-module 320 can be according to the corresponding number of repetition for sorting out set to each recommended work mould Formula is ranked up, make it that recommending module 400 is recommended according to ranking results, for example, number of repetition is bigger, it is corresponding to recommend The clooating sequence of mode of operation is more forward, then recommends the forward recommended work pattern of clooating sequence first.

The recommendation apparatus of the working mode of mobile terminal of the embodiment of the present invention, recommended work mould is obtained by acquisition submodule The corresponding number of repetition for sorting out set of formula, sorting sub-module is arranged recommended work pattern according to corresponding number of repetition Sequence so that the ranking results of recommended work pattern are more accurate.

Fig. 8 is the structural representation of the recommendation apparatus of the working mode of mobile terminal according to another specific embodiment of the invention Figure.As shown in figure 8, the recommendation apparatus of working mode of mobile terminal includes：Historic state record acquisition module 100, recommended work Pattern creation module 200, order module 300, recommending module 400, sort out set acquisition submodule 210, duplicate removal submodule 220, Recommended work schema creation submodule 230, number of repetition acquisition submodule 240, reject submodule 250, acquisition submodule 310, Sorting sub-module 320, current operation mode acquisition submodule 410, the first judging submodule 420, recommendation submodule 430 and second Judging submodule 440.Wherein, recommended work pattern creation module 200 includes：Sort out set acquisition submodule 210, duplicate removal submodule Block 220, recommended work schema creation submodule 230, number of repetition acquisition submodule 240 and rejecting submodule 250, order module 300 include：Acquisition submodule 310 and sorting sub-module 320, recommending module 400 include：Current operation mode acquisition submodule 410th, the first judging submodule 420, the recommendation judging submodule 440 of submodule 430 and second.

In the present embodiment, recommending module 400 is additionally operable to obtain the preferential of each recommended work pattern according to ranking results Level, wherein, the priority of each recommended work pattern is corresponding with sort order.For example, sort order is more forward, it is corresponding to push away The priority for recommending mode of operation is higher.

Specifically, current operation mode acquisition submodule 410 is used for the current operation mode for obtaining mobile terminal.

First judging submodule 420 be used for judge current operation mode whether the recommended work pattern one with highest priority Cause.

Submodule 430 is recommended to be used for when the recommended work pattern of current operation mode and highest priority is inconsistent, will The recommended work pattern of highest priority is recommended.More specifically, after mobile terminal current operation mode is obtained, can be according to It is secondary to be compared since the recommended work pattern of highest priority with the current operation mode of mobile terminal, judge current work Whether operation mode is consistent with the recommended work pattern of highest priority, if the recommendation work of current operation mode and highest priority Operation mode is inconsistent, then can be recommended the recommended work pattern of the highest priority, and in the display interface of mobile terminal Or recommend to be shown to user in interface, so that user clicks on the recommended work pattern, so that mobile terminal enters the recommendation Operational mode state.For example, when the recommended work pattern for the highest priority for recommending to recommend on interface：WiFi is " open ", blue Tooth is that " close ", mobile data are " close ", the current operation mode of the mobile terminal got：WiFi is " close ", indigo plant Tooth is that " open ", mobile data are " open ", it can be seen that the recommended work pattern of current operation mode and highest priority is not Unanimously, the recommended work pattern can be recommended user.

In one embodiment of the invention, recommending module 400 is additionally operable to the recommended work pattern bag in highest priority When including multiple and each recommended work pattern and inconsistent current operation mode, random selection is one of to be recommended.Thus, It ensure that the randomness of recommendation.

Second judging submodule 440 is used for when current operation mode is consistent with the recommended work pattern of highest priority, Determine whether whether current operation mode is consistent with the recommended work pattern that priority is taken second place until each recommended work pattern All judge to finish.

The recommendation apparatus of the working mode of mobile terminal of the embodiment of the present invention, judges mobile whole by the first judging submodule Whether the current operation mode at end is consistent with the recommended work pattern of highest priority, and recommending module is pushed away according to judged result Recommend so that the recommended work pattern inconsistent with current operation mode is recommended into user, so that user is according to oneself demand energy Enough quick change functional modes, lift Consumer's Experience.

Fig. 9 is the structural representation of the recommendation apparatus of the working mode of mobile terminal according to another specific embodiment of the invention Figure.As shown in figure 9, the recommendation apparatus of working mode of mobile terminal includes：Historic state record acquisition module 100, recommended work Pattern creation module 200, order module 300, recommending module 400, sort out set acquisition submodule 210, duplicate removal submodule 220, Recommended work schema creation submodule 230, number of repetition acquisition submodule 240, reject submodule 250, acquisition submodule 310, Sorting sub-module 320, current operation mode acquisition submodule 410, the first judging submodule 420, recommendation submodule 430, second Judging submodule 440, judgment model 500, priority reduction module 600 and priority increase module 700.Wherein, recommended work Pattern creation module 200 includes：Sort out set acquisition submodule 210, duplicate removal submodule 220, recommended work schema creation submodule Block 230, number of repetition acquisition submodule 240 and rejecting submodule 250, order module 300 include：Acquisition submodule 310 and row Sequence submodule 320, recommending module 400 includes：Current operation mode acquisition submodule 410, the first judging submodule 420, recommendation The judging submodule 440 of submodule 430 and second.

Specifically, whether judgment model 500 is used for the recommended work pattern for judging the recommendation of recommending module 400 in preset time Used in section.Wherein, preset time period can be set by mobile terminal, and the time interval of mode of operation can be also changed according to user Setting.

Priority reduction module 600 is used to judge the recommended work pattern recommended in preset time period in judge module 500 When being inside not used by, the priority of recommended work pattern is reduced.More specifically, when display interface or recommending that recommends in interface to push away Mode of operation is recommended in preset time period（For example, three days etc.）Do not clicked on or used by user, it is believed that user is to the recommendation work The Interest Measure of operation mode is not high, and priority reduction module 600 can reduce the priority of the recommended work pattern.It should be appreciated that When the recommended work pattern of recommendation is not used by preset time period, recommending module 400 also can be suitable according to the sequence of priority The recommended work pattern that priority is taken second place is recommended user by sequence.

Priority increase module 700 is used to judge the recommended work pattern recommended in preset time period in judge module 500 Interior quilt is in use, the priority of increase recommended work pattern.More specifically, when the recommendation recommended in display interface or recommendation interface Mode of operation is in preset time period（For example, three days etc.）Clicked on or used by user, it is believed that user is to the recommended work mould Formula is interested, the recommended work pattern may be commonly used, priority increase module 700 can be by the excellent of the recommended work pattern First level increase, so that the recommended work pattern is more easily recommended to user.

The recommendation apparatus of the working mode of mobile terminal of the embodiment of the present invention, the recommendation work for judging to recommend by judgment model Whether operation mode is used in preset time period, and priority reduction module and priority increase module according to judged result to this The priority of recommended work pattern is adjusted, so that user more easily obtains the mode of operation of oneself needs, is carried Rise Consumer's Experience.

In order to realize above-described embodiment, embodiments of the invention also propose a kind of mobile terminal.

A kind of mobile terminal, in an embodiment of the present invention, mobile terminal can be mobile phone, tablet personal computer, individual digital Assistant, e-book etc. have the hardware device of various operating systems, and mobile terminal may include multiple functional switches, multiple functions Switch corresponds to multiple mobile terminal functions respectively, for example, mobile terminal function such as mobile data, GPS, WiFi, bluetooth, screen Curtain brightness, jingle bell, vibration etc., thus each mobile terminal function corresponds to two states（Open and close）, therefore as function Switch has two states, starts corresponding function if functional switch is in opening, is closed if functional switch is in Closed state then closes corresponding function.In addition, mobile terminal includes：Shell, screen, processor, memory and circuit board；Screen It is placed on shell, circuit board is placed in the interior volume that shell is surrounded, processor and memory are set on circuit boards；Storage Device is used to store executable program code；The executable program code that processor is stored by reading in memory come run with can The corresponding program of configuration processor code, for performing following steps：

S101 ', obtains the historic state record of multiple functional switches.

For example, as shown in Table 1 above, mobile terminal can be obtained in preset time period（For example, one month）Interior history shape State is recorded, by taking sequence 1 as an example, and the type of the functional switch of mobile terminal is " WiFi ", and the status information of WiFi function switch is " open ", the operating time information of functional switch is " 201308121440 ", i.e., be August 12 day 14 point in 2013 40 minutes in the time Start WiFi function switch, the rest may be inferred can obtain the historic state record of multiple functional switches, wherein, functional switch includes indigo plant Tooth, vibration etc..

S102 ', multiple recommended work patterns are generated according to the historic state of multiple functional switches record, wherein, each push away Recommend one group of state value of the multiple functional switches of mode of operation correspondence.

Multiple recommended work patterns are ranked up, and recommended according to ranking results by S103 '.

In one embodiment of the invention, processor specifically for：According to operating time information to multiple functional switches Historic state record sorted out with obtain it is multiple sort out set, and to it is multiple sort out set carry out duplicate removals, wherein, duplicate removal it Each classification set afterwards includes one group of state value of multiple functional switches, and according to multiple classification set after duplicate removal point Corresponding multiple mode of operations to be recommended are not generated, wherein, each recommended work pattern correspondence is each to sort out multiple work(in set The one group of state value that can be switched.

Specifically, intelligent screening can be carried out to the historic state record of each functional switch according to operating time information and returned Class, for example, in historic state record with 5 minutes in for unit, the historic states of multiple functional switches is recorded and carried out Sort out, using in 5 minutes user operate mobile terminal function switching behaviour be used as same set, for example, some when Between put before 5 minutes within there is no the operation of other functional switches, using this time point as starting point, by its after 5 minutes The state of his functional switch is classified as a set, so as to obtain multiple classification set, as shown in Table 2 above.To sort out set A1 Exemplified by, sort out and include vibration in set A1, lock screen automatically the functional switches such as time, mobile data, WiFi, bluetooth, and each work( Can switch has corresponding status information, e.g., and the state that the status information that vibrating function is switched is open, WiFi function is switched is believed Breath be open, Bluetooth function switch status information be open etc..Thus, it is to avoid the redundancies of data, accuracy rate is improved.

In order to improve the accuracy rate of recommendation, the classification set of low repetition can be rejected, at one of the present invention In embodiment, processor is additionally operable to：Before duplicate removal is carried out to multiple classification set, multiple repetitions for sorting out set are obtained respectively Number of times, and will appear from repeating classification set not less than predetermined threshold value being rejected.Wherein, pre-set threshold value can be write from memory by mobile terminal Recognize setting, also can according to the historic state of multiple functional switches record set, for example, when historic state record in data compared with When many, that is, the probability for obtaining identical classification set can more greatly, and can set pre-set threshold value is bigger, when in historic state record Data it is less when, that is, obtain identical sort out set probability it is small, can set pre-set threshold value is smaller.

Specifically, the judgement of repetitive rate is carried out between can gathering multiple classification, first determines whether that multiple classification are in gathering It is no that there are identical data, afterwards when there are identical data in multiple classification set, determine whether that identical sorts out set The number of times repeated, when the number of repetition of appearance is not less than pre-set threshold value, can reject the classification set.

In one embodiment of the invention, processor is additionally operable to：Obtain that multiple recommended work patterns are corresponding to return respectively The number of repetition of class set, and multiple recommended work patterns are ranked up according to corresponding number of repetition.Specifically, can basis The corresponding number of repetition for sorting out set is ranked up to each recommended work pattern, and is recommended according to ranking results, example Such as, number of repetition is bigger, and the clooating sequence of corresponding recommended work pattern is more forward, then recommends that clooating sequence is forward pushes away first Recommend mode of operation.As a result, the ranking results of recommended work pattern are more accurate.

In one embodiment of the invention, processor is additionally operable to：Each recommended work pattern is obtained according to ranking results Priority, wherein, the priority of each recommended work pattern is corresponding with sort order, and obtains the current work of mobile terminal Operation mode, and judge whether current operation mode is consistent with the recommended work pattern of highest priority, will be excellent when inconsistent First level highest recommended work pattern is recommended, when consistent, determine whether current operation mode whether with preferential level Recommended work pattern it is consistent until each recommended work pattern all judges to finish.

Specifically, can be successively from the recommended work mould of highest priority after mobile terminal current operation mode is obtained Formula starts, be compared with the current operation mode of mobile terminal, judges whether current operation mode pushes away with highest priority Recommend mode of operation consistent, can be preferential by this if the recommended work pattern of current operation mode and highest priority is inconsistent Level highest recommended work pattern is recommended, and is shown to user in the display interface of mobile terminal or recommendation interface, with Just user clicks on the recommended work pattern, so that mobile terminal enters the recommended work mode state.For example, when recommendation circle The recommended work pattern for the highest priority recommended on face：WiFi is " open ", and bluetooth is " close ", mobile data is " close ", the current operation mode of the mobile terminal got：WiFi is that " close ", bluetooth are that " open ", mobile data are " open ", it can be seen that the recommended work pattern of current operation mode and highest priority is inconsistent, can be by the recommended work mould Formula recommends user.As a result, the recommended work pattern inconsistent with current operation mode is recommended into user, so as to user Functional mode can quickly be changed according to oneself demand, Consumer's Experience is lifted.

In one embodiment of the invention, processor is additionally operable to：When the recommended work pattern of highest priority is including more When individual and each recommended work pattern and inconsistent current operation mode, random selection is one of to be recommended.Thereby it is ensured that The randomness recommended.

In one embodiment of the invention, processor is additionally operable to：Judge the recommended work pattern recommended whether default Used in period, and when the recommended work pattern of recommendation is not used by preset time period, reduce recommended work mould The priority of formula.Wherein, preset time period can be set by mobile terminal, and the time interval of mode of operation can be also changed according to user Setting.Specifically, when the recommended work pattern recommended in display interface or recommendation interface is in preset time period（For example, three days Deng）Do not clicked on or used by user, it is believed that user is not high to the Interest Measure of the recommended work pattern, then can reduce the recommendation The priority of mode of operation.It should be appreciated that when the recommended work pattern recommended is not used by preset time period, also can be according to The recommended work pattern that priority is taken second place is recommended user by the clooating sequence of priority.

In one embodiment of the invention, processor is additionally operable to：When the recommended work pattern of recommendation is in preset time period Interior quilt is in use, the priority of increase recommended work pattern.Specifically, when the recommendation work recommended in display interface or recommendation interface Operation mode is in preset time period（For example, three days etc.）Clicked on or used by user, it is believed that user is to the recommended work pattern It is interested, the recommended work pattern may be commonly used, then can be by the priority increase of the recommended work pattern, so that this is pushed away Recommend mode of operation and be more easily recommended to user.

It should be appreciated that each several part of the present invention can be realized with hardware, software, firmware or combinations thereof.Above-mentioned In embodiment, the software that multiple steps or method can in memory and by suitable instruction execution system be performed with storage Or firmware is realized.If, and in another embodiment, can be with well known in the art for example, realized with hardware Any one of row technology or their combination are realized：With the logic gates for realizing logic function to data-signal Discrete logic, the application specific integrated circuit with suitable combinational logic gate circuit, programmable gate array（PGA）, scene Programmable gate array（FPGA）Deng.

In the description of this specification, reference term " one embodiment ", " some embodiments ", " example ", " specifically show The description of example " or " some examples " etc. means to combine specific features, structure, material or the spy that the embodiment or example are described Point is contained at least one embodiment of the present invention or example.In this manual, to the schematic representation of above-mentioned term not Necessarily refer to identical embodiment or example.Moreover, specific features, structure, material or the feature of description can be any One or more embodiments or example in combine in an appropriate manner.

Although an embodiment of the present invention has been shown and described, it will be understood by those skilled in the art that：Not In the case of departing from the principle and objective of the present invention a variety of change, modification, replacement and modification can be carried out to these embodiments, this The scope of invention is limited by claim and its equivalent.

Claims

1. a kind of recommendation method of working mode of mobile terminal, it is characterised in that mobile terminal includes multiple functional switches, described Method comprises the following steps：

The historic state record of the multiple functional switch is obtained, wherein, each historic state record includes corresponding institute State the status information and operating time information of functional switch；

According to the operating time information historic state of the multiple functional switch record is carried out intelligent screening and sort out with Obtain multiple classification set；

Sort out set progress duplicate removal to the multiple, wherein, each classification set after duplicate removal includes the multiple function One group of state value of switch；

Corresponding multiple recommended work patterns are generated according to the multiple classification set after duplicate removal respectively, wherein, it is each to recommend Mode of operation correspondence each one group of state value for sorting out multiple functional switches described in set；And

The multiple recommended work pattern is ranked up, and recommended according to ranking results.

2. the method as described in claim 1, it is characterised in that before duplicate removal is carried out to the multiple classification set, also wrap Include：

The multiple number of repetition for sorting out set is obtained respectively；And

The classification set by the number of repetition not less than predetermined threshold value is rejected.

3. method as claimed in claim 1 or 2, it is characterised in that described to be ranked up to the multiple recommended work pattern Specifically include：

The corresponding number of repetition for sorting out set of the multiple recommended work pattern is obtained respectively；And

The multiple recommended work pattern is ranked up according to the corresponding number of repetition.

4. method as claimed in claim 3, it is characterised in that obtain each recommended work mould according to the ranking results The priority of formula, wherein, the priority of each recommended work pattern is corresponding with sort order, described according to ranking results Recommendation is carried out to specifically include：

Obtain the current operation mode of the mobile terminal；

Judge whether the current operation mode is consistent with the recommended work pattern of highest priority；

If the recommended work pattern of the current operation mode and highest priority is inconsistent, by the priority most The high recommended work pattern is recommended；And

If the current operation mode is consistent with the recommended work pattern of highest priority, described work as is determined whether Whether preceding mode of operation is consistent with the recommended work pattern that the priority is taken second place until each recommended work pattern All judge to finish.

5. method as claimed in claim 4, it is characterised in that also include：

Judge whether the recommended work pattern recommended is used in preset time period；And

If the recommended work pattern recommended is not used by preset time period, the recommended work pattern is reduced Priority.

6. method as claimed in claim 5, it is characterised in that also include：

If the recommended work pattern recommended is used in preset time period, increase the excellent of the recommended work pattern First level.

7. method as claimed in claim 4, it is characterised in that if the recommended work pattern of highest priority is including more Individual and each recommended work pattern and the current operation mode are inconsistent, then random selection one of them is recommended.

8. a kind of recommendation apparatus of working mode of mobile terminal, it is characterised in that mobile terminal includes multiple functional switches, described Device includes：

Historic state records acquisition module, and the historic state for obtaining the multiple functional switch is recorded, wherein, it is each described Historic state record includes the status information and operating time information of the corresponding functional switch；

Recommended work pattern creation module, for generating multiple recommendation works according to the historic state of the multiple functional switch record Operation mode, wherein, the recommended work pattern creation module includes：

Sort out set acquisition submodule, for remembering according to the operating time information to the historic state of the multiple functional switch Record carries out intelligent screening and sorted out to gather to obtain multiple classification；

Duplicate removal submodule, for sorting out set progress duplicate removal to the multiple, wherein, wrapped in each classification set after duplicate removal Include one group of state value of the multiple functional switch；And

Recommended work schema creation submodule, it is corresponding multiple for being generated respectively according to the multiple classification set after duplicate removal The recommended work pattern, wherein, multiple functional switches described in each recommended work pattern correspondence each classification set One group of state value；

Order module, for being ranked up to the multiple recommended work pattern；And

Recommending module, for being recommended according to ranking results multiple recommended work patterns.

9. device as claimed in claim 8, it is characterised in that the recommended work pattern creation module also includes：

Number of repetition acquisition submodule, for obtaining the multiple number of repetition for sorting out set respectively；And

Submodule is rejected, is rejected for the classification set by the number of repetition not less than predetermined threshold value.

10. device as claimed in claim 8 or 9, it is characterised in that the order module is specifically included：

Acquisition submodule, for obtaining the corresponding number of repetition for sorting out set of the multiple recommended work pattern respectively； And

Sorting sub-module, for being ranked up according to the corresponding number of repetition to the multiple recommended work pattern.

11. device as claimed in claim 10, it is characterised in that the recommending module is additionally operable to be obtained according to the ranking results The priority of each recommended work pattern is taken, wherein, the priority and sort order phase of each recommended work pattern Correspondence, the recommending module is specifically included：

Current operation mode acquisition submodule, the current operation mode for obtaining the mobile terminal；

First judging submodule, for judge the current operation mode whether the recommended work pattern with highest priority Unanimously；

Recommend submodule, for the recommended work pattern in the current operation mode and highest priority it is inconsistent when, The recommended work pattern of the highest priority is recommended；And

Second judging submodule, for consistent with the recommended work pattern of highest priority in the current operation mode When, determine whether whether the current operation mode is consistent with the recommended work pattern that the priority is taken second place until every The individual recommended work pattern all judges to finish.

12. device as claimed in claim 11, it is characterised in that also include：

Judgment model, for judging whether the recommended work pattern that the recommending module is recommended is made in preset time period With；And

Priority reduces module, for judging the recommended work pattern recommended in preset time period in the judge module When being not used by, the priority of the recommended work pattern is reduced.

13. device as claimed in claim 12, it is characterised in that also include：

Priority increases module, for judging the recommended work pattern recommended in preset time period in the judge module By in use, increasing the priority of the recommended work pattern.

14. device as claimed in claim 11, it is characterised in that the recommending module is additionally operable to described in highest priority When recommended work pattern includes multiple and each recommended work pattern and the inconsistent current operation mode, random selection It is one of to be recommended.

15. a kind of mobile terminal, it is characterised in that including：Shell, screen, processor, memory and circuit board；

On the housing, the circuit board is placed in the interior volume that the shell is surrounded, the processing for the screen placement Device and the memory are arranged on the circuit board；

The memory is used to store executable program code；

The processor is run and the executable program by reading the executable program code stored in the memory The corresponding program of code, for：

The historic state record of multiple functional switches is obtained, wherein, each historic state record includes the corresponding work( The status information and operating time information that can be switched；

The historic state record of the multiple functional switch is sorted out to obtain multiple return according to the operating time information Class set, and sort out set progress duplicate removal to the multiple, wherein, each classification set after duplicate removal includes the multiple One group of state value of functional switch, and corresponding multiple recommendation works are generated according to the multiple classification set after duplicate removal respectively Operation mode, wherein, each recommended work pattern correspondence each one group of state for sorting out multiple functional switches described in set Value；And

16. mobile terminal as claimed in claim 15, it is characterised in that the processor is additionally operable to：Return to the multiple Class set carry out duplicate removal before, obtain respectively it is the multiple sort out set number of repetition, and by the number of repetition not less than The classification set of predetermined threshold value is rejected.

17. the mobile terminal as described in claim 15 or 16, it is characterised in that the processor is additionally operable to：Institute is obtained respectively The corresponding number of repetition for sorting out set of multiple recommended work patterns is stated, and according to the corresponding number of repetition to described Multiple recommended work patterns are ranked up.

18. mobile terminal as claimed in claim 17, it is characterised in that the processor is additionally operable to：Tied according to the sequence Fruit obtains the priority of each recommended work pattern, wherein, priority and the sequence time of each recommended work pattern Sequence is corresponding, and obtains the current operation mode of the mobile terminal, and judge the current operation mode whether and preferentially Recommended work pattern described in level highest is consistent, when inconsistent, and the recommended work pattern of the highest priority is entered Row is recommended, when consistent, determine whether the current operation mode whether the recommended work taken second place with the priority Pattern is consistent until each recommended work pattern all judges to finish.

19. mobile terminal as claimed in claim 18, it is characterised in that the processor is additionally operable to：Judge the described of recommendation Whether recommended work pattern is used in preset time period, and when the recommended work pattern recommended is in preset time period When being not used by, the priority of the recommended work pattern is reduced.

20. mobile terminal as claimed in claim 19, it is characterised in that the processor is additionally operable to：When being pushed away described in recommendation Mode of operation is recommended in preset time period by use, increasing the priority of the recommended work pattern.

21. mobile terminal as claimed in claim 18, it is characterised in that the processor is additionally operable to：When highest priority When the recommended work pattern includes multiple and each recommended work pattern and the inconsistent current operation mode, at random Selection is one of to be recommended.