CN107707759A - Terminal control method, device and system, storage medium - Google Patents

Terminal control method, device and system, storage medium Download PDF

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Publication number
CN107707759A
CN107707759A CN201710957240.4A CN201710957240A CN107707759A CN 107707759 A CN107707759 A CN 107707759A CN 201710957240 A CN201710957240 A CN 201710957240A CN 107707759 A CN107707759 A CN 107707759A
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CN
China
Prior art keywords
terminal
user
type
data
configuration information
Prior art date
Application number
CN201710957240.4A
Other languages
Chinese (zh)
Inventor
张晓亮
刘任
张通
邢旺
Original Assignee
北京小米移动软件有限公司
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
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Publication date
Application filed by 北京小米移动软件有限公司 filed Critical 北京小米移动软件有限公司
Priority to CN201710957240.4A priority Critical patent/CN107707759A/en
Publication of CN107707759A publication Critical patent/CN107707759A/en

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Classifications

    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04MTELEPHONIC COMMUNICATION
    • H04M1/00Substation equipment, e.g. for use by subscribers; Analogous equipment at exchanges
    • H04M1/72Substation extension arrangements; Cordless telephones, i.e. devices for establishing wireless links to base stations without route selecting
    • H04M1/725Cordless telephones
    • H04M1/72519Portable communication terminals with improved user interface to control a main telephone operation mode or to indicate the communication status
    • H04M1/72563Portable communication terminals with improved user interface to control a main telephone operation mode or to indicate the communication status with means for adapting by the user the functionality or the communication capability of the terminal under specific circumstances
    • H04M1/72569Portable communication terminals with improved user interface to control a main telephone operation mode or to indicate the communication status with means for adapting by the user the functionality or the communication capability of the terminal under specific circumstances according to context or environment related information
    • GPHYSICS
    • G06COMPUTING; CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F11/00Error detection; Error correction; Monitoring
    • G06F11/30Monitoring
    • G06F11/3003Monitoring arrangements specially adapted to the computing system or computing system component being monitored
    • G06F11/3013Monitoring arrangements specially adapted to the computing system or computing system component being monitored where the computing system is an embedded system, i.e. a combination of hardware and software dedicated to perform a certain function in mobile devices, printers, automotive or aircraft systems
    • GPHYSICS
    • G06COMPUTING; CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F11/00Error detection; Error correction; Monitoring
    • G06F11/30Monitoring
    • G06F11/3051Monitoring arrangements for monitoring the configuration of the computing system or of the computing system component, e.g. monitoring the presence of processing resources, peripherals, I/O links, software programs
    • GPHYSICS
    • G06COMPUTING; CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F11/00Error detection; Error correction; Monitoring
    • G06F11/30Monitoring
    • G06F11/3058Monitoring arrangements for monitoring environmental properties or parameters of the computing system or of the computing system component, e.g. monitoring of power, currents, temperature, humidity, position, vibrations

Abstract

The disclosure is directed to a kind of terminal control method, device and system, storage medium, belong to communication technical field.Methods described includes:Obtain and first use data, this first acts on data caused by terminal for user using data in the preset duration before current time;Targeted customer's type according to belonging to first using data determines user;According to the default user type of targeted customer's type queries of user and the corresponding relation of the configuration information of terminal, target configuration information corresponding to targeted customer's type is obtained;When configuration information and target configuration information difference of the terminal at current time, the configuration information at current time is changed to target configuration information.The disclosure solves the problems, such as that the using flexible of terminal is poor.The disclosure is used for terminal control.

Description

Terminal control method, device and system, storage medium

Technical field

This disclosure relates to communication technical field, more particularly to a kind of terminal control method, device and system, storage are situated between Matter.

Background technology

With the fast development of the communication technology, terminal has become one of basic tool indispensable in people's life.

For the ease of user's using terminal, terminal can pre-set fixed configuration information, and the configuration information can include Performance configuration information and power consumption configurations information, user are learnt or entertained based on the configuration information.Assuming that terminal is mobile phone, power consumption Configuration information can include the limiting temperature such as 45 DEG C (degree Celsius) of operating handset, then user is playing game using mobile phone When, when the temperature of mobile phone reaches 45 DEG C, the speed of service of mobile phone can reduce.

But because the configuration information of terminal is usually fixed constant, the using flexible of terminal is poor.

The content of the invention

Present disclose provides a kind of terminal control method, device and system, storage medium, can solve in correlation technique The problem of using flexible of terminal is poor.The technical scheme is as follows:

According to the first aspect of the disclosure, there is provided a kind of terminal control method, this method include:

Obtain and first use data, this first is acted on using data for user in the preset duration before current time Data caused by terminal;

Targeted customer's type according to belonging to first using data determines user;

According to the default user type of targeted customer's type queries of user and the corresponding relation of the configuration information of terminal, obtain To target configuration information corresponding to targeted customer's type;

When configuration information and target configuration information difference of the terminal at current time, by the configuration information at current time more It is changed to target configuration information.

Optionally, targeted customer's type is severe user type or non-severe user type, uses data true according to first Determine targeted customer's type belonging to user, including:

The user type identification model that management server is sent is received, the user type identification model is management server root Established according to multiple users for terminal using the user type belonging to data and each user;

Data are used according to first, based on user type identification model, determine targeted customer's type belonging to user.

Optionally, targeted customer's type is severe user type or non-severe user type, uses data true according to first Determine targeted customer's type belonging to user, including:

When first meets target identification condition using data, it is severe user to determine targeted customer's type belonging to user Type, target identification condition include following at least one:

The number that the screen of terminal is touched belongs to preset times scope;

The switching frequency of the application of terminal belongs to default frequency ranges;

The number for the application that terminal is opened belongs to predetermined number scope;

The memory consumption value of terminal belongs to default consumption scope;

The temperature of the battery of terminal belongs to preset temperature rule;

When first is unsatisfactory for target identification condition using data, it is non-severe to determine targeted customer's type belonging to user User type.

Optionally, the configuration information of terminal includes performance configuration information and power consumption configurations information.

Optionally, performance configuration information includes the frequency of the central processing unit of terminal, and power consumption configurations information includes terminal work The limiting temperature of work.

Optionally, the user of severe user type is higher than the user of non-severe user type to end to the frequency of use of terminal The frequency of use at end.

According to the second aspect of the disclosure, there is provided a kind of terminal control method, including:

Obtain the user type belonging to using data and each user that multiple users are directed to terminal to be monitored;

According to multiple users for terminal using data and each user belonging to user type establish user type and know Other model;

User type identification model is sent to terminal, terminal is used to use data according to first, identified based on user type Model, targeted customer's type belonging to user is determined, the first use data are preset duration of the user before current time Inside act on data caused by terminal.

Optionally, according to multiple users for terminal using data and each user belonging to user type establish user Type identification model, including:

Using machine learning algorithm, according to multiple users for terminal using data and each user belonging to user class Type establishes user type identification model.

Optionally, included using data:Number that the screen of terminal is touched, the switching frequency of the application of terminal, terminal At least one of temperature of battery of the number for the application being opened, the memory consumption value of terminal and terminal.

According to the third aspect of the disclosure, there is provided a kind of terminal control mechanism, including:

Acquisition module, it is configured as acquisition first and uses data, the first use data is user before current time Preset duration in act on data caused by terminal;

Determining module, it is configured as targeted customer's type according to belonging to first using data determines user;

Enquiry module, it is configured as according to the default user type of targeted customer's type queries of user and the configuration of terminal The corresponding relation of information, obtain target configuration information corresponding to targeted customer's type;

Module is changed, is configured as terminal when the configuration information at current time is with target configuration information difference, ought The configuration information at preceding moment is changed to target configuration information.

Optionally, targeted customer's type is severe user type or non-severe user type, determining module, is configured as:

The user type identification model that management server is sent is received, the user type identification model is management server root Established according to multiple users for terminal using the user type belonging to data and each user;

Data are used according to first, based on user type identification model, determine targeted customer's type belonging to user.

Optionally, targeted customer's type is severe user type or non-severe user type, determining module, is configured as:

When first meets target identification condition using data, it is severe user to determine targeted customer's type belonging to user Type, target identification condition include following at least one:

The number that the screen of terminal is touched belongs to preset times scope;

The switching frequency of the application of terminal belongs to default frequency ranges;

The number for the application that terminal is opened belongs to predetermined number scope;

The memory consumption value of terminal belongs to default consumption scope;

The temperature of the battery of terminal belongs to preset temperature rule;

When first is unsatisfactory for target identification condition using data, it is non-severe to determine targeted customer's type belonging to user User type.

Optionally, the configuration information of terminal includes performance configuration information and power consumption configurations information.

According to the fourth aspect of the disclosure, there is provided a kind of terminal control mechanism, including:

Acquisition module, it is configured as obtaining multiple users for belonging to the use data of terminal to be monitored and each user User type;

Establish module, be configured as according to multiple users for terminal using data and each user belonging to user class Type establishes user type identification model;

Sending module, it is configured as sending user type identification model to terminal, terminal is used to use data according to first, Based on user type identification model, targeted customer's type belonging to user is determined, this first using data is user when current Data caused by terminal are acted in preset duration before quarter.

Optionally, module is established, is configured as:

Using machine learning algorithm, according to multiple users for terminal using data and each user belonging to user class Type establishes user type identification model.

Optionally, included using data:Number that the screen of terminal is touched, the switching frequency of the application of terminal, terminal At least one of temperature of battery of the number for the application being opened, the memory consumption value of terminal and terminal.

According to the 5th of the disclosure the aspect, there is provided a kind of terminal control mechanism, including:

Processor;

For the memory for the executable instruction for storing processor;

Wherein, processor is configured as:

Obtain and first use data, this first is acted on using data for user in the preset duration before current time Data caused by terminal;

Targeted customer's type according to belonging to first using data determines user;

According to the default user type of targeted customer's type queries of user and the corresponding relation of the configuration information of terminal, obtain To target configuration information corresponding to targeted customer's type;

When configuration information and target configuration information difference of the terminal at current time, by the configuration information at current time more It is changed to target configuration information.

According to the 6th of the disclosure the aspect, there is provided a kind of terminal control mechanism, including:

Processor;

For the memory for the executable instruction for storing processor;

Wherein, processor is configured as:

Obtain the user type belonging to using data and each user that multiple users are directed to terminal to be monitored;

According to multiple users for terminal using data and each user belonging to user type establish user type and know Other model;

User type identification model is sent to terminal, terminal is used to use data according to first, identified based on user type Model, targeted customer's type belonging to user is determined, the first use data are preset duration of the user before current time Inside act on data caused by terminal.

According to the 7th of disclosure aspect, there is provided a kind of storage medium, be stored with instruction in the storage medium, work as storage Medium on processing component when running so that processing component performs the terminal control method described in first aspect.

According to the eighth aspect of the disclosure, there is provided a kind of storage medium, be stored with instruction in the storage medium, work as storage Medium on processing component when running so that processing component performs the terminal control method described in second aspect.

According to the 9th of the disclosure the aspect, there is provided a kind of terminal control system, including:

Terminal and management server,

Terminal includes the terminal control mechanism described in the third aspect, and management server includes the terminal control described in fourth aspect Device processed.

According to the tenth of the disclosure the aspect, there is provided a kind of terminal control system, including:

Terminal includes the terminal control mechanism described in the 5th aspect, and management server includes the terminal control described in the 6th aspect Device processed.

The technical scheme that the disclosure provides can include the following benefits:

Terminal control method, device and system, the storage medium of disclosure offer, terminal obtain first and use data, And targeted customer's type belonging to user is determined, it is then determined that target configuration information corresponding to targeted customer's type, afterwards, works as end Hold when the configuration information at current time is with target configuration information difference, the configuration information at current time is changed to target by terminal Configuration information.This method can the service condition based on user the configuration information of terminal is entered Mobile state adjustment, improve terminal Using flexible.

It should be appreciated that the general description and following detailed description of the above are only exemplary, this can not be limited It is open.

Brief description of the drawings

In order to illustrate more clearly of embodiment of the disclosure, the required accompanying drawing used is made in being described below to embodiment Simply introduce, it should be apparent that, drawings in the following description are only some embodiments of the present disclosure, common for this area For technical staff, on the premise of not paying creative work, other accompanying drawings can also be obtained according to these accompanying drawings.

Fig. 1 is the schematic diagram of the implementation environment involved by the terminal control method provided in the embodiment of the present disclosure;

Fig. 2 is a kind of flow chart of terminal control method according to an exemplary embodiment;

Fig. 3 is the flow chart of another terminal control method according to an exemplary embodiment;

Fig. 4 is the flow chart of another terminal control method according to an exemplary embodiment;

Fig. 5 is the flow chart of another terminal control method according to an exemplary embodiment;

Fig. 6 is a kind of block diagram of terminal control mechanism according to an exemplary embodiment;

Fig. 7 is the block diagram of another terminal control mechanism according to an exemplary embodiment;

Fig. 8 is the block diagram of another terminal control mechanism according to an exemplary embodiment;

Fig. 9 is a kind of block diagram of terminal control mechanism according to an exemplary embodiment.

Accompanying drawing herein is merged in specification and forms the part of this specification, shows the implementation for meeting the disclosure Example, and be used to together with specification to explain the principle of the disclosure.

Embodiment

In order that the purpose, technical scheme and advantage of the disclosure are clearer, the disclosure is made below in conjunction with accompanying drawing into One step it is described in detail, it is clear that described embodiment is only disclosure some embodiments, rather than whole implementation Example.Based on the embodiment in the disclosure, what those of ordinary skill in the art were obtained under the premise of creative work is not made All other embodiment, belong to the scope of disclosure protection.

In the embodiment of the present disclosure, terminal control method can have different execution scenes, such as terminal can take in management It is engaged in performing terminal control method under the auxiliary of device, can also voluntarily performs terminal control method.The embodiment of the present disclosure is with following two Kind illustrates exemplified by performing scene.

In the first execution scene, terminal performs terminal control method under the auxiliary of management server.

Fig. 1 is refer to, it illustrates the implementation environment involved by the terminal control method provided in the embodiment of the present disclosure Schematic diagram.The implementation environment can include two kinds:Terminal 110 and management server 120.Management server 120 can be one Server, or by some server groups into server cluster, an or cloud computing service center.Terminal 110 can Think smart mobile phone, tablet personal computer or wearable device.Wireless network can be passed through between terminal 110 and management server 120 Or cable network establishes connection.

Fig. 2 is a kind of flow chart of terminal control method according to an exemplary embodiment, the terminal control method Applied in terminal, the terminal can be the terminal 110 in the implementation environment shown in Fig. 1, and this method includes:

In a step 101, obtain first and use data, the first use data are that user is default before current time Data caused by terminal are acted in duration.

In a step 102, targeted customer's type according to belonging to first using data determines user.

In step 103, according to the default user type of targeted customer's type queries of user and the configuration information of terminal Corresponding relation, obtain target configuration information corresponding to targeted customer's type.

At step 104, when configuration information and target configuration information difference of the terminal at current time, by current time Configuration information be changed to target configuration information.

In summary, the terminal control method that the embodiment of the present disclosure provides, terminal obtains first and uses data, and determines to use Targeted customer's type belonging to family, it is then determined that target configuration information corresponding to targeted customer's type, afterwards, when terminal is current When the configuration information at moment is with target configuration information difference, the configuration information at current time is changed to target and matches somebody with somebody confidence by terminal Breath.This method can the service condition based on user the configuration information of terminal is entered Mobile state adjustment, improve the use of terminal Flexibility.

Fig. 3 is the flow chart of another terminal control method according to an exemplary embodiment, the terminal control side Method is applied to management server, and the management server can be the management server 120 in the implementation environment shown in Fig. 1, the party Method includes:

In step 201, the use belonging to using data and each user that multiple users are directed to terminal to be monitored is obtained Family type.

In step 202, according to multiple users for terminal using data and each user belonging to user type build Vertical user type identification model.

In step 203, user type identification model is sent to terminal, terminal is used to use data according to first, is based on User type identification model, determine targeted customer's type belonging to user, this first using data be user current time it Data caused by terminal are acted in preceding preset duration.

In summary, the terminal control method that the embodiment of the present disclosure provides, management server is according to multiple users for eventually User type identification model is established in end using the user type belonging to data and each user, and by user type identification model Terminal is sent to, in order to which terminal determines targeted customer's type belonging to user based on user type identification model, works as terminal When the configuration information at current time is with target configuration information difference, the configuration information at current time is changed to target and matched somebody with somebody by terminal Confidence ceases.This method can the service condition based on user the configuration information of terminal is entered Mobile state adjustment, improve terminal Using flexible.

Fig. 4 is according to an exemplary embodiment and the flow chart of another terminal control method, the terminal control Method is applied in the implementation environment shown in Fig. 1.Because the type of terminal can have a variety of, management server can be directed to each Kind terminal establishes corresponding user type identification model.In the disclosed embodiments, can be directed to management server a certain The terminal of type establishes corresponding user type identification model, is then forwarded to the terminal, and the user type is based on by the terminal Identification model is determined to illustrate exemplified by targeted customer's type belonging to user, and user type is established for other kinds of terminal The process of identification model may be referred to the respective process of the terminal for a certain type.The embodiment of the present disclosure is not done superfluous to this State.Example, the terminal control method can include the following steps:

In step 301, management server obtains multiple users for the use data of terminal to be monitored and each use User type belonging to family.

Example, it can be included using data:Number that the screen of terminal is touched, the switching frequency of the application of terminal, At least one of temperature of battery of the number for the application that terminal is opened, the memory consumption value of terminal and terminal.Different The data types of data is different, such as the switching frequency of the application of the data type and terminal of number that is touched of screen of terminal It is different.The data type of the number for the application that terminal is opened is different from the data type of the memory consumption value of terminal.

The number that the screen of terminal is touched is used to reflect that user clicks on the number of screen in the first preset time period, should First preset time period can be that user or terminal itself are pre-set, example, and first preset time period can be One day (i.e. 24 hours), the then number that the screen of terminal is touched can be used for time for reflecting that user clicked on screen in one day Number, so that terminal is mobile phone as an example, if the number that user clicked on screen in one day is 5000 times, the screen quilt of corresponding terminal The number of touch is 5000 times.

The switching frequency of the application of terminal is used for the number for reflecting the application that user switches in the second preset time period, should Second preset time period can be that user or terminal itself are pre-set, and there may be identical in the application of switching should With, example, second preset time period can be one day (i.e. 24 hours), then the switching frequency of the application of terminal can be used for The number for the application that reflection user switched in one day, so that terminal is mobile phone as an example, make if user was directed in one day using A A length of 5 minutes of used time, then, user from switching to using B using A, for application B use when a length of 10 minutes, then use Family is from switching to using A using B again, a length of 20 minutes during use for applying A, then the switching of the application of corresponding terminal Frequency is 3.

The number for the application that terminal is opened is used for the number for reflecting the application that user opens in the 3rd preset time period, 3rd preset time period can be that user or terminal itself are pre-set, example, and the 3rd preset time period can be with For one day (i.e. 24 hours), then the number for the application that terminal is opened can be used for reflecting the application that user opened in one day Number.So that terminal is mobile phone as an example, if user opened 3 applications in one day:Using A, using B and using C, then it is corresponding The number for the application that terminal is opened is 3.

Memory size of the memory consumption value of terminal for being reflected in the terminal of consumption in the 4th preset time period, the 4th Preset time period can be that user or terminal itself are pre-set, example, and the 4th preset time period can be one day (i.e. 24 hours), then the memory consumption value of terminal can be used for the memory size for being reflected in the terminal consumed in one day.With terminal Exemplified by mobile phone, if the current memory size of mobile phone is 30G (Ji), the memory size before one day is 32G, then corresponding terminal Memory consumption value is 2G.

The temperature of the battery of terminal is used for the temperature for being reflected in the battery of terminal in the 5th preset time period, and the 5th is default Period can be that user or terminal itself are pre-set, example, and the 5th preset time period can be one day (i.e. 24 Hour), then the temperature of the battery of terminal can be used for the temperature for being reflected in the battery of terminal in one day.It is by mobile phone of terminal Example, the maximum temperature of battery in 4 hours in units of 4 hours, can be obtained, then remember intraday 6 temperature Record is got off, for example this 6 temperature are respectively:20 DEG C, 20 DEG C, 25 DEG C, 35 DEG C, 40 DEG C and 45 DEG C, then the battery of corresponding terminal Temperature be:20 DEG C, 20 DEG C, 25 DEG C, 35 DEG C, 40 DEG C and 45 DEG C.

It should be noted that above-mentioned first preset time period to the 5th preset time period be able to can not also be waited with equal, this Open embodiment is not construed as limiting to this.

Management server obtains the user belonging to using data and each user that multiple users are directed to terminal to be monitored Type, wherein, user type includes severe user type and non-severe user type.User corresponding to severe user type attaches most importance to User is spent, user corresponding to non-severe user type is non-severe user.Severe user refer to the degree of dependence of terminal compared with High user, non-severe user refer to the user relatively low to the degree of dependence of terminal, degree of dependence of the severe user to terminal Degree of dependence higher than non-severe user to terminal.For severe user and non-severe users, the service condition of terminal is Different, frequency of use of the severe user to the frequency of use of terminal higher than non-severe user to terminal, such as, the screen of terminal The number touched is different, and the number that severe user touches screen is more than the number that non-severe user touches screen.Again for example, eventually The switching frequency of the application at end is different, and severe user is more than switching frequency of the non-severe user to application to the switching frequency of application Degree.So that terminal is mobile phone as an example, generally, severe user averagely uses weekly surfing Internet with cell phone 19.2 times, average to use mobile phone weekly The time of online is 4.5 hours, and average is weekly 15.6 times using the frequency of mobile phone news, average weekly using mobile instant The frequency of communication is 13.6 times, and average is weekly 10.2 times using the frequency of mobile phone searching, average weekly using in mobile phone-downloaded The frequency of appearance is 3.8 times.In actual applications, multiple users can be obtained from the running log of terminal and are directed to end to be monitored The use data at end.Various information and record when the running log generally includes terminal operating.

Example, it is assumed that terminal is mobile phone, counts predetermined number user and same type of mobile phone, such as 100,000 User, 100,000 users include n (n>1) individual severe user and m (m>1) individual non-severe user, wherein, m and n can with equal, Can also be unequal.In the case where user agrees to be monitored its mobile phone, management server is same type of from 100,000 Use data and m non-severe users of the n severe user for its mobile phone in one month are obtained in mobile phone in one month For the use data of its mobile phone, by taking a certain severe user as an example, for severe user during using its mobile phone, mobile phone is every It can obtain first use data from the running log of mobile phone, and the use data of acquisition are uploaded into management server. After being monitored one month to the mobile phone of severe user, management server obtains severe user and was directed to its hand daily in one month The use data of machine.Accordingly, then obtain non-severe user in one month daily be directed to its mobile phone use data, such one Come, management server obtains use data and m non-severe users of the n severe user for its mobile phone in one month one The use data of its mobile phone are directed in individual month.

In step 302, management server according to multiple users for terminal using data and each user belonging to User type establishes user type identification model.

In the disclosed embodiments, management server can be according to multiple users for the use data of terminal and each use User type belonging to family, using machine learning (English:Machine Learning) algorithm establishes user type identification model. The machine learning is the science of an artificial intelligence, and it parses data using algorithm, model is obtained from learning, then to true Event in the real world makes a policy and predicted.For example, when user is searched for using certain search engine, machine learning is helped The search engine is helped to judge which result is more suitable for user.

Example, data instance is used with what management server in a step 101 obtained, is established using machine learning algorithm The process of user type identification model can include:

Multiple users are to use data set using Data Integration for terminal by S1, management server.

Multiple users that management server most starts to obtain are probably predetermined format using data for terminal, also may be used Can be at random, therefore, management server is needed to integrate the plurality of user for the use data of terminal, and this was integrated Journey can include classification, sequence and/or duplicate removal processing of data etc., and the data after integration are properly termed as using data set.

It should be noted that the model that in general machine learning determines at least considers two amounts:One is dependent variable, also The result of prediction is desirable to, another is independent variable, that is, the amount for prediction result.In the disclosed embodiments, use Data in data set can be used as independent variable, and user type can be used as dependent variable.The above-mentioned data using in data set can To be referred to as sample, in order to ensure the accuracy of the user type identification model finally obtained, usual sample includes positive sample and born Sample.Positive sample refers to the sample for belonging to a certain classification, and negative sample refers to the sample for being not belonging to a certain classification, real in the disclosure Apply in example, a certain classification is severe user type.

Optionally, the assorting process of data can include multiple users being divided into positive sample for the use data of terminal With the process of negative sample, positive sample is the use data that above-mentioned severe user is directed to terminal, and negative sample is above-mentioned non-severe user For the use data of terminal.

Example, multiple users that management server obtains are in the use data of terminal, n severe user is for eventually End can be as using the positive sample in data set using data, m non-severe users can be with for the use data of terminal As the negative sample used in data set.

Optionally, the sequencer procedure of data can include multiple users being directed to the use data of terminal according to specified rule It is ranked up, such as is ranked up according to the sequencing of time.

Optionally, duplicate removal processing refers to the mistake removed using the data repeated in data for terminal by multiple users Journey, this be due to when obtaining multiple users and being directed to the use data of terminal, in a period of time can using the similarity of data Can be higher, these similarities are not higher high for the value for improving the accuracy of user type identification model using data, because And it can be removed by duplicate removal processing.Handled by duplicate removal, it is possible to reduce the number of data is concentrated use in using data, is improved The formation speed of user type identification model.

Example, management server is directed to the use data and m non-severe user pins of terminal to n severe user respectively Use data to terminal carry out duplicate removal processing.Duplicate removal processing can be used for removing the use that n severe user is directed to terminal Similarity is more than or equal to use data of the severe user for terminal of first threshold, and m non-severe users in data For use data of the non-severe user for terminal for being more than or equal to Second Threshold using similarity in data of terminal.It is logical In the case of often, duplicate removal processing can be used for removing n severe user for identical use in the use data of terminal Data, that is to say first threshold can be 1, and m non-severe users make for identical in the use data of terminal With data, that is to say Second Threshold can be 1.This, which is due to terminal, is obtaining severe user for the use data of terminal and non- When severe user is directed to the use data of terminal, (severe user is directed to the use data of terminal to the use data in a period of time Or non-severe user be directed to terminal use data) similarity may be higher, the higher use data of these similarities for It is not high to improve the value of the accuracy of user type identification model, thus can be removed by duplicate removal processing.

When management server obtains use data and m non-severes of the n severe user for its terminal in one month When user was directed to the use data of its terminal in one month, it is assumed that each severe user is daily in the use data of terminal The data type of record is w (w>1) type, any two severe user are the first severe user for the use data of terminal For the use data that terminal is directed to using data and the second severe user of terminal, the first severe user is directed to the use of terminal Data and the second severe user are using the similarity of data for terminal:V/w, v are the first severe user for terminal Using data and the second severe user, for type in the use data of terminal, close (i.e. content similarity is more than identical and content Preset value) data number.Example, it is assumed that each severe user uses the data type recorded in data for terminal For 5 types, first threshold 1, the first severe user is directed to the screen quilt using terminal in data of terminal within some day The number of touch is 5100 times, and the switching frequency of the application of terminal is 100, and the number for the application that terminal is opened is 20, eventually The memory consumption value at end is 1G, it is assumed that in units of 4 hours, 6 temperature for obtaining the battery of terminal are:20℃、20℃、25 DEG C, 35 DEG C, 40 DEG C and 45 DEG C.The second severe user is touched for the screen using terminal in data of terminal within some day Number be 5100 times, the switching frequency of the application of terminal is 100, and the number of the application that terminal is opened is 20, terminal Memory consumption value is 1G, it is assumed that in units of 4 hours, 6 temperature for obtaining the battery of terminal are:20℃、 20℃、25℃、 35 DEG C, 40 DEG C and 45 DEG C.By calculating it can be found that use data and second severe user of the first severe user for terminal For type in the use data of terminal, the number of the data of identical and content close (i.e. content similarity is more than preset value) is 5, then the similarity using data that using data and second severe user is directed to terminal of the first severe user for terminal For:5/5, due to 5/5=1, the first severe user is made for terminal using data and the second severe user for terminal It is equal to first threshold with the similarity of data, therefore can be handled by duplicate removal and only preserve one of severe user for eventually The use data at end, so as to improve the accuracy of user type identification model.

Duplicate removal processing is carried out to the use data of different non-severe users in a like fashion likewise, can also adopt.

Further, duplicate removal processing can also be carried out to the use data of same severe user, processing procedure may be referred to To the process that duplicate removal processing is carried out using data of different severe users.Accordingly, same non-severe user can also be made Carry out duplicate removal processing with data, processing procedure can also reference pair different non-severe users carry out duplicate removal processing using data Process, the embodiment of the present disclosure repeat no more to this.

In practical application, same severe user is to use data in the presence of one group under normal circumstances within some day, still That two groups use data within some day be present if there is same severe user, illustrate the number that management server obtains According to there is mistake, it now can only preserve one group therein by duplicate removal processing and use data, to ensure the number finally obtained According to accuracy.Example, it is assumed that some day is September 10 in 2017, has severe user A in positive sample in September 10 in 2017 Numbers two groups use data, then can be handled by duplicate removal and only preserve one group therein and use data, so as to improve user type knowledge The accuracy of other model.Likewise, that two groups use data within some day be present if there is same non-severe user, It can also adopt and be handled in a like fashion.

After duplicate removal processing is carried out, the severe user after carrying out duplicate removal processing is directed to the use of terminal by management server Data and non-severe user are merged into using data set for the use data of terminal.

S2, management server determine sorting algorithm.

Sorting algorithm can be decision Tree algorithms, and the algorithm is on the basis of known various situation probability of happening, is passed through Decision tree is formed to ask for the probability that the desired value of net present value (NPV) is more than or equal to zero, assessment item risk, judges determining for its feasibility Plan analysis method, it is a kind of diagram method directly perceived for using probability analysis.Sorting algorithm can also be logistic regression algorithm or support Vector machine (Support Vector Machine, SVM) algorithm etc., the embodiment of the present disclosure is not construed as limiting to this.

S3, management server can be to use data set to obtain user class according to classification algorithm training as training data Type identification model.

After sorting algorithm is determined and uses data set, management server can be to use data set as training number According to obtaining user type identification model according to classification algorithm training.Example, the sorting algorithm can be decision Tree algorithms.

Wherein, data are used including different types of using data set, the different types of use data can be terminal The number that is touched of screen, the number of the application that is opened of the switching frequency of application of terminal, terminal, the memory consumption of terminal Temperature of battery of value and terminal etc..Management server can be according to decision Tree algorithms to using different types of in data set It is trained using data, finally obtains user type identification model.

Example, can be it is each type of use data distribution initial weight, be then based on the initial weight and every The use data of type, sampling decision Tree algorithms carry out data training, obtain each type of final weight using data, Based on the final weight, user type identification model is determined.

Based on the process for training to obtain user type identification model using data set it is machine learning in the embodiment of the present disclosure In process.

In addition, management server can also from use in data set choose a part use data as training data, root User type identification model is obtained according to classification algorithm training, then is identified by another part data come the user type for verifying to obtain The accuracy of model, when the accuracy of obtained user type identification model reaches expected, determine user type identification model It is qualified;When the accuracy of obtained user type identification model is not up to expected, it can reacquire using data set and divide Class algorithm, so as to improve the accuracy of user type identification model.

In step 303, management server sends user type identification model to terminal.

Management server can pass through wired or nothing after user type identification model is obtained according to classification algorithm training User type identification model is sent to terminal to be monitored by gauze network, and accordingly, terminal receives the use that management server is sent Family type identification model.

In practical application, staff can also obtain the user type from management server by artificial mode and identify Model, and the user type identification model is written in terminal to be monitored.

It should be noted that management server can periodically perform above-mentioned steps 301 to step 303, with periodically more New user type identification model, is then distributed to terminal, so as to provide the terminal with by the user type identification model after updating Some preferably user type identification models.

In step 304, terminal obtains first and uses data, and the first use data are user before current time Data caused by terminal are acted in preset duration.

Wherein, the preset duration nearest apart from current time is referred in the preset duration before current time, that is to say Preset duration using current time as finish time, first can be included using data:Number that the screen of terminal is touched, end The temperature of the battery of the number of application, the memory consumption value of terminal and terminal that the switching frequency of the application at end, terminal are opened At least one of.

Example, it is assumed that preset duration be one day, then terminal obtain first using data be user current time it Data caused by terminal are acted in preceding one day.

In step 305, terminal uses data according to first, based on user type identification model, determines belonging to user Targeted customer's type.

In the disclosed embodiments, terminal uses data input user type identification mould by obtained from the terminal first Type, user type identification model according to the first use data output label, use by the target that the label is used for belonging to instruction user Family type, wherein targeted customer's type are severe user type or non-severe user type.

Example, it is assumed that terminal is mobile phone, and the first use data that mobile phone obtains are one of user before current time Data caused by mobile phone are acted in it, then mobile phone identifies mould by the first of the mobile phone using data input to user type Type, the first use data output label that user type identification model obtains according to the mobile phone, the label are used for instruction user institute Targeted customer's type of category, i.e. severe user type or non-severe user type.

It should be noted that terminal can adjust first using preset duration corresponding to data, for example initially make in user During with the terminal, what terminal can obtain a user daily first uses data, and then terminal uses number according to first daily According to the targeted customer's type determined belonging to user.Behind some days, terminal each can obtain the first of a user in week Using data, then targeted customer type of the terminal each week according to belonging to first using data determines user.

Optionally, after step 305, terminal can also be identified with first be collected into using data renewal user type Model, targeted customer's type belonging to user then is determined using the user type identification model after the renewal, due to renewal User type identification model afterwards is that its data of the user based on terminal obtains, therefore more agrees with user's custom, more For personalization.The renewal process may be referred to above-mentioned steps 302, and the embodiment of the present disclosure is not repeated this.

Within step 306, terminal is according to the default user type of targeted customer's type queries of user and the configuration of terminal The corresponding relation of information, obtain target configuration information corresponding to targeted customer's type.

In the disclosed embodiments, the corresponding relation of the configuration information of user type and terminal, example are stored with terminal , the configuration information of the terminal can include performance configuration information and power consumption configurations information.Example, performance configuration information can be with Include central processing unit (Central Processing Unit, CPU) frequency, power consumption configurations information can include terminal work The limiting temperature of work.Wherein, CPU frequency determines the speed of service of terminal, and CPU frequency is higher, and the speed of service of terminal is just It is faster.The limiting temperature of terminal works determines the time of terminal normal work, and limiting temperature is higher, the time of terminal normal work It is longer.

Table 1 illustrates the corresponding relation of the configuration information of user type and terminal.When the target belonging to user is used When family type is severe user type, corresponding target configuration information is AA.Example, AA can be:CPU frequency is 2.2Ghz (gigahertz (GHZ)), the limiting temperature of terminal works is 45 DEG C.

Table 1

Assuming that targeted customer's type belonging to user is non-severe user type, then terminal can be obtained by inquiry table 1 Target configuration information corresponding to targeted customer's type is BB.Example, BB can be:CPU frequency is 1.7Ghz, terminal The limiting temperature of work is 35 DEG C.

In step 307, when configuration information and target configuration information difference of the terminal at current time, terminal will be current The configuration information at moment is changed to target configuration information.

Example, it is assumed that configuration information of the terminal at current time is BB, if terminal determines to use according to first using data Targeted customer's type belonging to family is severe user type, and terminal inquiry table 1 can obtain mesh corresponding to targeted customer's type Mark configuration information is AA, and terminal is different from target configuration information in the configuration information at current time, then terminal is by current time Configuration information BB be changed to target configuration information AA.Assuming that BB is:CPU frequency is 2Ghz, the limiting temperature of terminal works For 35 DEG C.AA is:CPU frequency is 2.7Ghz, and the limiting temperature of terminal works is 45 DEG C.In terminal by the configuration at current time Information BB is changed to after target configuration information AA, because CPU frequency is become for 2.7Ghz by 2Ghz, so the fortune of terminal Faster, the performance of terminal is higher for scanning frequency degree, because the limiting temperature of terminal works is become for 45 DEG C by 35 DEG C, so terminal is normal The time of work is longer.Played assuming that user plays in using terminal, then change the configuration information BB at current time in terminal After target configuration information AA, because CPU frequency improves, the limiting temperature of terminal works improves, then Yong Huwan Game is just more smooth, and the time of object for appreciation is just longer, greatly improves Consumer's Experience.

It should be noted that if targeted customer type of the terminal according to belonging to the first user determined using data is non-heavy User type is spent, this first using data is that user acts on data caused by terminal in one day before current time, Then when configuration information and target configuration information difference of the terminal at current time, terminal changes the configuration information at current time For target configuration information BB, it is assumed that after a week, terminal is acted on produced by terminal based on user within a week Data determine user belonging to targeted customer's type be severe user type, then configuration information BB is changed to target by terminal Configuration information AA.I.e. terminal can the service condition based on user the configuration information of terminal is entered Mobile state adjustment, improve end The using flexible at end.

What deserves to be explained is above-mentioned steps 304 to step 307 can be performed by cycle of prefixed time interval (implementation procedure is automatic), such as the time interval are 1 day, or 1 minute, above-mentioned steps 304 to step 307 could also Performed after user triggers, for example, being performed after terminal receives the terminal control instruction of user's triggering, the embodiment of the present disclosure pair This is not construed as limiting.

In summary, the terminal control method that the embodiment of the present disclosure provides, management server is according to multiple users for eventually User type identification model is established in end using the user type belonging to data and each user, and by user type identification model Terminal is sent to, terminal obtains first and uses data, and is based on user type identification model, determines the targeted customer belonging to user Type, it is then determined that target configuration information corresponding to targeted customer's type, afterwards, when terminal current time configuration information with During target configuration information difference, the configuration information at current time is changed to target configuration information by terminal.This method can be based on The service condition of user enters Mobile state adjustment to the configuration information of terminal, improves the using flexible of terminal.

In second performs scene, terminal voluntarily performs terminal control method.As shown in figure 5, Fig. 5 is according to an example Property implement the flow chart of another terminal control method that exemplifies.The terminal control method can include the following steps:

In step 401, terminal obtains first and uses data, and the first use data are user before current time Data caused by terminal are acted in preset duration.

First can be included using data:Number that the screen of terminal is touched, the switching frequency of the application of terminal, terminal At least one of temperature of battery of the number for the application being opened, the memory consumption value of terminal and terminal.Example, preset Shi Changwei mono- day.Corresponding explain may be referred to above-mentioned steps 301, and the embodiment of the present disclosure repeats no more to this.

In step 402, when first meets target identification condition using data, terminal determines that the target belonging to user is used Family type is severe user type.

In the disclosed embodiments, staff can be by artificial mode in terminal write verification data, the checking Data are used to indicate target identification condition, and the checking data are used to make mesh of the terminal according to belonging to first using data determines user Mark user type.Target identification condition includes following at least one:The number that the screen of terminal is touched belongs to preset times model Enclose, the switching frequency of the application of terminal belongs to default frequency ranges, the number for the application that terminal is opened belongs to predetermined number model Enclose, the temperature for the battery that the memory consumption value of terminal belongs to default consumption scope and terminal belongs to preset temperature rule.When first When meeting target identification condition using data, it is severe user type to determine targeted customer's type belonging to user.

Example, preset duration is one day, and the preset times scope that the screen of terminal is touched is (5000 ,+∞), if The number of user's touch terminal in one day before current time is 5500 times, due to 5500>5000, then terminal can be true Targeted customer's type belonging to the fixed user is severe user type.

Example, the default frequency ranges of the application of terminal are (70 ,+∞), then one day before current time of user The frequency of interior switching application is 80, due to 80>70, then terminal can determine that targeted customer's type belonging to the user is that severe is used Family type.

Example, the predetermined number scope for the application that terminal is opened is (9 ,+∞), then user is before current time Opened a terminal in one day application number be 10, due to 10>9, then terminal can determine targeted customer's class belonging to the user Type is severe user type.

Example, the default consumption scope of the internal memory of terminal is (1 ,+∞), then makes in one day before current time of user It is 1.1G (consumption figures of terminal internal memory is in units of G) with the memory consumption value of terminal, due to 1.1>1, then terminal can determine Targeted customer's type belonging to the user is severe user type.

Example, the preset temperature rule of the battery of terminal raises for the constant temperature of battery, then user is at current time The temperature of the battery of using terminal is 20 DEG C, 20 DEG C, 20 DEG C, 30 DEG C, 35 DEG C and 40 DEG C in one day before, by user is made Raised with the constant temperature of the battery of terminal, then terminal can determine that targeted customer's type belonging to the user is severe user class Type.

In step 403, when first is unsatisfactory for target identification condition using data, terminal determines the target belonging to user User type is non-severe user type.

Example, it is assumed that preset duration is one day, the preset times scope that the screen of terminal is touched for (5000 ,+ ∞), if the number of user's touch terminal in one day before current time is 1000 times, due to 1000<5000, therefore eventually The number that the screen at end is touched is not belonging to preset times scope.

Example, it is assumed that preset duration is one day, and the default frequency ranges of the application of terminal are (70 ,+∞), then user exists The frequency for switching application in one day before current time is 40, due to 40<70, therefore the switching frequency of the application of terminal does not belong to In default frequency ranges.

Example, it is assumed that preset duration is one day, and the predetermined number scope for the application that terminal is opened is (9 ,+∞), then Opened a terminal in one day before the current time number of application of user is 5, due to 5<9, thus terminal be opened should Number is not belonging to predetermined number scope.

Example, it is assumed that preset duration is one day, and the default consumption scope of internal memory of terminal is (1 ,+∞), then user is working as The memory consumption value of using terminal is 0.01G (consumption figures of terminal internal memory is in units of G) in one day before the preceding moment, due to 0.01<1, therefore the memory consumption value of terminal is not belonging to default consumption scope.

Example, it is assumed that preset duration is one day, and the preset temperature rule of the battery of terminal is the constant temperature liter of battery Height, then in one day before current time of user the temperature of the battery of using terminal be 10 DEG C, 10 DEG C, 13 DEG C, 15 DEG C, 10 DEG C and 12 DEG C, by the temperature of the battery of user institute using terminal does not raise persistently, therefore the temperature of the battery of terminal does not belong to In preset temperature rule.

Because first is unsatisfactory for target identification condition using data and includes any, then terminal can be determined belonging to user Targeted customer's type be non-severe user type.

In step 404, terminal is according to the default user type of targeted customer's type queries of user and the configuration of terminal The corresponding relation of information, obtain target configuration information corresponding to targeted customer's type.

This step may be referred to the step 306 in embodiment illustrated in fig. 4, will not be repeated here.

In step 405, when configuration information and target configuration information difference of the terminal at current time, terminal will be current The configuration information at moment is changed to target configuration information.

This step may be referred to the step 307 in embodiment illustrated in fig. 4, will not be repeated here.

In summary, the terminal control method that the embodiment of the present disclosure provides, terminal can be according to the number locally prestored According to the targeted customer's type determined belonging to user, it is then determined that target configuration information corresponding to targeted customer's type, when terminal exists When the configuration information at current time is with target configuration information difference, the configuration information at current time is changed to target and matches somebody with somebody confidence Breath.This method can the service condition based on user the configuration information of terminal is entered Mobile state adjustment, improve the use of terminal Flexibility.

It should be noted that the sequencing for the terminal control method step that the embodiment of the present disclosure provides can be carried out suitably Adjustment, step according to circumstances can also accordingly be increased and decreased, and any one skilled in the art discloses in the disclosure Technical scope in, the method that can readily occur in change should all cover within the protection domain of the disclosure, therefore no longer superfluous State.

The embodiment of the present disclosure provides a kind of terminal control mechanism 50, for the terminal in the implementation environment shown in Fig. 1 110, as shown in fig. 6, the device 50 includes:Acquisition module 501, determining module 502, enquiry module 503 and change module 504.

Acquisition module 501, is configured as obtaining and first use data, this first using data for user current time it Data caused by terminal are acted in preceding preset duration.

Determining module 502, it is configured as targeted customer's type according to belonging to first using data determines user.

Enquiry module 503, it is configured as according to the default user type of targeted customer's type queries of user and terminal The corresponding relation of configuration information, obtain target configuration information corresponding to targeted customer's type.

Module 504 is changed, is configured as terminal when the configuration information at current time is with target configuration information difference, will The configuration information at current time is changed to target configuration information.

In summary, the terminal control mechanism that the embodiment of the present disclosure provides, acquisition module obtain first and use data, then Determining module determines targeted customer's type belonging to user, and afterwards, enquiry module determines that target corresponding to targeted customer's type is matched somebody with somebody Confidence ceases, and afterwards, when configuration information and target configuration information difference of the terminal at current time, change module is by current time Configuration information be changed to target configuration information.The device being capable of configuration information progress of the service condition based on user to terminal Dynamic adjusts, and improves the using flexible of terminal.

Optionally, targeted customer's type is severe user type or non-severe user type, determining module 502, is configured For:

The user type identification model that management server is sent is received, the user type identification model is management server root Established according to multiple users for terminal using the user type belonging to data and each user;

Data are used according to first, based on user type identification model, determine targeted customer's type belonging to user.

Optionally, targeted customer's type is severe user type or non-severe user type, determining module 502, is configured For:

When first meets target identification condition using data, it is severe user to determine targeted customer's type belonging to user Type, target identification condition include following at least one:

The number that the screen of terminal is touched belongs to preset times scope;

The switching frequency of the application of terminal belongs to default frequency ranges;

The number for the application that terminal is opened belongs to predetermined number scope;

The memory consumption value of terminal belongs to default consumption scope;

The temperature of the battery of terminal belongs to preset temperature rule;

When first is unsatisfactory for target identification condition using data, it is non-severe to determine targeted customer's type belonging to user User type.

Optionally, the user of severe user type is higher than the user of non-severe user type to end to the frequency of use of terminal The frequency of use at end.

Optionally, the configuration information of terminal includes performance configuration information and power consumption configurations information.

Optionally, performance configuration information includes the frequency of the central processing unit of terminal, and power consumption configurations information includes the end Hold the limiting temperature of work.

In summary, the terminal control mechanism that the embodiment of the present disclosure provides, acquisition module obtain first and use data, then Determining module determines targeted customer's type belonging to user, and afterwards, enquiry module determines that target corresponding to targeted customer's type is matched somebody with somebody Confidence ceases, and afterwards, when configuration information and target configuration information difference of the terminal at current time, change module is by current time Configuration information be changed to target configuration information.The device being capable of configuration information progress of the service condition based on user to terminal Dynamic adjusts, and improves the using flexible of terminal.

The embodiment of the present disclosure provides another terminal control mechanism 60, for the management in the implementation environment shown in Fig. 1 Server 120, as shown in fig. 7, the device 60 includes:Acquisition module 601, establish module 602 and sending module 603.

Acquisition module 601, it is configured as obtaining use data and each user of multiple users for terminal to be monitored Affiliated user type.

Establish module 602, be configured as according to multiple users for terminal using data and each user belonging to use Family type establishes user type identification model.

Sending module 603, it is configured as sending user type identification model to terminal, terminal is used to use number according to first According to, based on user type identification model, determine targeted customer's type belonging to user, this first using data be user current Data caused by terminal are acted in preset duration before moment.

In summary, the terminal control mechanism that the embodiment of the present disclosure provides, establishes module and is directed to terminal according to multiple users Establish user type identification model using the user type belonging to data and each user, afterwards, sending module is by user class Type identification model is sent to terminal, in order to which terminal determines targeted customer's class belonging to user based on user type identification model Type, when configuration information and target configuration information difference of the terminal at current time, terminal by the configuration information at current time more It is changed to target configuration information.The device can the service condition based on user the configuration information of terminal is entered Mobile state adjustment, carry The high using flexible of terminal.

Optionally, module 602 is established, is configured as:

Using machine learning algorithm, according to multiple users for terminal using data and each user belonging to user class Type establishes user type identification model.

Optionally, included using data:Number that the screen of terminal is touched, the switching frequency of the application of terminal, terminal At least one of temperature of battery of the number for the application being opened, the memory consumption value of terminal and terminal.

In summary, the terminal control mechanism that the embodiment of the present disclosure provides, establishes module and is directed to terminal according to multiple users Establish user type identification model using the user type belonging to data and each user, afterwards, sending module is by user class Type identification model is sent to terminal, in order to which terminal determines targeted customer's class belonging to user based on user type identification model Type, when configuration information and target configuration information difference of the terminal at current time, terminal by the configuration information at current time more It is changed to target configuration information.The device can the service condition based on user the configuration information of terminal is entered Mobile state adjustment, carry The high using flexible of terminal.

The embodiment of the present disclosure additionally provides a kind of terminal control mechanism, including:

Processor;

For the memory for the executable instruction for storing processor;

Wherein, processor is configured as:

Obtain and first use data, this first is acted on using data for user in the preset duration before current time Data caused by terminal;

Targeted customer's type according to belonging to first using data determines user;

According to the default user type of targeted customer's type queries of user and the corresponding relation of the configuration information of terminal, obtain To target configuration information corresponding to targeted customer's type;

When configuration information and target configuration information difference of the terminal at current time, by the configuration information at current time more It is changed to target configuration information.

In summary, the terminal control mechanism that the embodiment of the present disclosure provides, processor obtains first and uses data, and determines Targeted customer's type belonging to user, it is then determined that target configuration information corresponding to targeted customer's type, afterwards, when terminal is being worked as When the configuration information at preceding moment is with target configuration information difference, the configuration information at current time is changed to target and configured by processor Information.The device can the service condition based on user the configuration information of processor is entered Mobile state adjustment, improve processor Using flexible.

The embodiment of the present disclosure additionally provides a kind of terminal control mechanism, including:

Processor;

For the memory for the executable instruction for storing processor;

Wherein, processor is configured as:

Obtain the user type belonging to using data and each user that multiple users are directed to terminal to be monitored;

According to multiple users for terminal using data and each user belonging to user type establish user type and know Other model;

User type identification model is sent to terminal, terminal is used to use data according to first, identified based on user type Model, targeted customer's type belonging to user is determined, the first use data are preset duration of the user before current time Inside act on data caused by terminal.

In summary, the terminal control mechanism that the embodiment of the present disclosure provides, processor is according to multiple users for terminal User type identification model is established using the user type belonging to data and each user, afterwards, processor knows user type Other model is sent to terminal, in order to which terminal determines targeted customer's type belonging to user based on user type identification model, When configuration information and target configuration information difference of the terminal at current time, the configuration information at current time is changed to by terminal Target configuration information.The device can the service condition based on user the configuration information of terminal is entered Mobile state adjustment, improve The using flexible of terminal.

The embodiment of the present disclosure provides a kind of storage medium, and the storage medium can be non-volatile memory medium, and this is deposited Instruction is stored with storage media, when storage medium is being run on processing component so that processing component perform above-mentioned Fig. 2, Fig. 4 or Terminal control method shown in 5.

The embodiment of the present disclosure provides a kind of storage medium, and the storage medium can be non-volatile memory medium, and this is deposited Instruction is stored with storage media, when storage medium is being run on processing component so that processing component performs above-mentioned Fig. 3 or Fig. 4 Shown terminal control method.

The embodiment of the present disclosure provides a kind of terminal control system, and the terminal control system includes:

Terminal and management server,

Wherein, terminal can include the terminal control mechanism 50 shown in Fig. 6, and management server can be included shown in Fig. 7 Terminal control mechanism 60.

Fig. 8 be according to an exemplary embodiment another be used for terminal control device 700 block diagram.The device 700 can be smart mobile phone, tablet personal computer or wearable device.

Reference picture 8, device 700 can include following one or more assemblies:Processing component 702, memory 704, power supply Component 706, multimedia groupware 708, audio-frequency assembly 710, the interface 712 of input/output (I/O), sensor cluster 714, and Communication component 716.

The integrated operation of the usual control device 700 of processing component 702, such as communicated with display, call, data, phase The operation that machine operates and record operation is associated.Processing component 702 can refer to including one or more processors 720 to perform Order, to complete all or part of step of above-mentioned method.In addition, processing component 702 can include one or more modules, just Interaction between processing component 702 and other assemblies.For example, processing component 702 can include multi-media module, it is more to facilitate Interaction between media component 708 and processing component 702.

Memory 704 is configured as storing various types of data to support the operation in device 700.These data are shown Example includes the instruction of any application program or method for being operated on device 700, contact data, telephone book data, disappears Breath, picture, video etc..Memory 704 can be by any kind of volatibility or non-volatile memory device or their group Close and realize, as static RAM (SRAM), Electrically Erasable Read Only Memory (EEPROM) are erasable to compile Journey read-only storage (EPROM), programmable read only memory (PROM), read-only storage (ROM), magnetic memory, flash Device, disk or CD.

Power supply module 706 provides electric power for the various assemblies of device 700.Power supply module 706 can include power management system System, one or more power supplys, and other components associated with generating, managing and distributing electric power for device 700.

Multimedia groupware 708 is included in the screen of one output interface of offer between described device 700 and user.One In a little embodiments, screen can include liquid crystal display (LCD) and touch panel (TP).If screen includes touch panel, screen Curtain may be implemented as touch-screen, to receive the input signal from user.Touch panel includes one or more touch sensings Device is with the gesture on sensing touch, slip and touch panel.The touch sensor can not only sensing touch or sliding action Border, but also detect and touched or the related duration and pressure of slide with described.In certain embodiments, more matchmakers Body component 708 includes a front camera and/or rear camera.When device 700 is in operator scheme, such as screening-mode or During video mode, front camera and/or rear camera can receive outside multi-medium data.Each front camera and Rear camera can be a fixed optical lens system or have focusing and optical zoom capabilities.

Audio-frequency assembly 710 is configured as output and/or input audio signal.For example, audio-frequency assembly 710 includes a Mike Wind (MIC), when device 700 is in operator scheme, during such as call model, logging mode and speech recognition mode, microphone by with It is set to reception external audio signal.The audio signal received can be further stored in memory 704 or via communication set Part 716 is sent.In certain embodiments, audio-frequency assembly 710 also includes a loudspeaker, for exports audio signal.

I/O interfaces 712 provide interface between processing component 702 and peripheral interface module, and above-mentioned peripheral interface module can To be keyboard, click wheel, button etc..These buttons may include but be not limited to:Home button, volume button, start button and lock Determine button.

Sensor cluster 714 includes one or more sensors, and the state for providing various aspects for device 700 is commented Estimate.For example, sensor cluster 714 can detect opening/closed mode of device 700, and the relative positioning of component, for example, it is described Component is the display and keypad of device 700, and sensor cluster 714 can be with 700 1 components of detection means 700 or device Position change, the existence or non-existence that user contacts with device 700, the orientation of device 700 or acceleration/deceleration and device 700 Temperature change.Sensor cluster 714 can include proximity transducer, be configured to examine in no any physical contact Survey the presence of object nearby.Sensor cluster 714 can also include optical sensor, such as CMOS or ccd image sensor, for Used in imaging applications.In certain embodiments, the sensor cluster 714 can also include acceleration transducer, and gyroscope passes Sensor, Magnetic Sensor, pressure sensor or temperature sensor.

Communication component 716 is configured to facilitate the communication of wired or wireless way between device 700 and other equipment.Device 700 can access the wireless network based on communication standard, such as WiFi, 2G or 3G, or combinations thereof.In an exemplary implementation In example, communication component 716 receives broadcast singal or broadcast related information from external broadcasting management system via broadcast channel. In one exemplary embodiment, the communication component 716 also includes near-field communication (NFC) module, to promote junction service.Example Such as, in NFC module radio frequency identification (RFID) technology can be based on, Infrared Data Association (IrDA) technology, ultra wide band (UWB) technology, Bluetooth (BT) technology and other technologies are realized.

In the exemplary embodiment, device 700 can be believed by one or more application specific integrated circuits (ASIC), numeral Number processor (DSP), digital signal processing appts (DSPD), PLD (PLD), field programmable gate array (FPGA), controller, microcontroller, microprocessor or other electronic components are realized, for performing shown in above-mentioned Fig. 2, Fig. 4 or 5 Terminal control method.

In the exemplary embodiment, a kind of non-transitorycomputer readable storage medium including instructing, example are additionally provided Such as include the memory 704 of instruction, above-mentioned instruction can be performed to complete the above method by the processor 720 of device 700.For example, The non-transitorycomputer readable storage medium can be ROM, random access memory (RAM), CD-ROM, tape, floppy disk With optical data storage devices etc..

A kind of non-transitorycomputer readable storage medium, when the instruction in the storage medium is by the processing of device 700 When device performs so that device 700 is able to carry out the terminal control method shown in above-mentioned Fig. 2, Fig. 4 or 5.

Fig. 9 is a kind of block diagram of device 800 for terminal control according to an exemplary embodiment.For example, dress Put 800 and may be provided in a management server.Reference picture 9, device 800 include processing component 822, and it further comprises one Individual or multiple processors, and as the memory resource representated by memory 832, can be performed for storing by processing component 822 Instruction, such as application program.The application program stored in memory 832 can include that one or more each is right The module of Ying Yuyi groups instruction.In addition, processing component 822 is configured as execute instruction, to perform shown in above-mentioned Fig. 3 or Fig. 4 Terminal control method.

Device 800 can also include the power management that a power supply module 826 is configured as performs device 800, and one has Line or radio network interface 850 are configured as device 800 being connected to network, and input and output (I/O) interface 858.Dress Putting 800 can operate based on the operating system for being stored in memory 832, such as Windows ServerTM, Mac OS XTM, UnixTM, LinuxTM, FreeBSDTM or similar.

The embodiment of the present disclosure provides a kind of terminal control system, and it includes:Terminal and management server,

Terminal can include the terminal control mechanism 700 shown in Fig. 8, and management server can include the terminal shown in Fig. 9 Control device 800.

On the device in above-described embodiment, wherein modules perform the concrete mode of operation in relevant this method Embodiment in be described in detail, explanation will be not set forth in detail herein.

Those skilled in the art will readily occur to the disclosure its after considering specification and putting into practice invention disclosed herein Its embodiment.The application is intended to any modification, purposes or the adaptations of the disclosure, these modifications, purposes or Person's adaptations follow the general principle of the disclosure and including the undocumented common knowledges in the art of the disclosure Or conventional techniques.Description and embodiments are considered only as exemplary, and the true scope of the disclosure and spirit will by right Ask and point out.

It should be appreciated that the precision architecture that the disclosure is not limited to be described above and is shown in the drawings, and And various modifications and changes can be being carried out without departing from the scope.The scope of the present disclosure is only limited by appended claim.

Claims (20)

  1. A kind of 1. terminal control method, it is characterised in that including:
    Obtain first and use data, described first acts on end for user using data in the preset duration before current time Data caused by end;
    Targeted customer's type according to belonging to described first using data determines the user;
    Closed according to the default user type of targeted customer's type queries of the user is corresponding with the configuration information of the terminal System, obtains target configuration information corresponding to targeted customer's type;
    When configuration information and the target configuration information difference of the terminal at the current time, by the current time Configuration information be changed to the target configuration information.
  2. 2. according to the method for claim 1, it is characterised in that targeted customer's type is severe user type or non-heavy Spend user type,
    It is described according to described first determine the user using data belonging to targeted customer's type, including:
    The user type identification model that management server is sent is received, the user type identification model is the management server According to multiple users for the terminal using data and each user belonging to user type establish;
    Data are used according to described first, based on the user type identification model, determine the targeted customer belonging to the user Type.
  3. 3. according to the method for claim 1, it is characterised in that targeted customer's type is severe user type or non-heavy Spend user type,
    It is described according to described first determine the user using data belonging to targeted customer's type, including:
    When described first meets target identification condition using data, it is severe to determine targeted customer's type belonging to the user User type, the target identification condition include following at least one:
    The number that the screen of the terminal is touched belongs to preset times scope;
    The switching frequency of the application of the terminal belongs to default frequency ranges;
    The number for the application that the terminal is opened belongs to predetermined number scope;
    The memory consumption value of the terminal belongs to default consumption scope;
    The temperature of the battery of the terminal belongs to preset temperature rule;
    When described first is unsatisfactory for the target identification condition using data, targeted customer's type belonging to the user is determined For non-severe user type.
  4. 4. according to the method for claim 1, it is characterised in that the configuration information of the terminal include performance configuration information and Power consumption configurations information.
  5. 5. according to the method for claim 4, it is characterised in that the performance configuration information includes the centre of the terminal The frequency of device is managed, the power consumption configurations information includes the limiting temperature of the terminal works.
  6. 6. according to the method for claim 2, it is characterised in that the user of the severe user type uses frequency to terminal Rate is higher than frequency of use of the user to terminal of the non-severe user type.
  7. A kind of 7. terminal control method, it is characterised in that including:
    Obtain the user type belonging to using data and each user that multiple users are directed to terminal to be monitored;
    According to the multiple user for the terminal using data and each user belonging to user type establish and use Family type identification model;
    The user type identification model is sent to the terminal, the terminal is used to use data according to first, based on described User type identification model, determines targeted customer's type belonging to user, and the first use data are the user current Data caused by the terminal are acted in preset duration before moment.
  8. 8. according to the method for claim 7, it is characterised in that
    It is described according to the multiple user for the terminal using data and each user belonging to user type build Vertical user type identification model, including:
    Using machine learning algorithm, according to belonging to the multiple user for the use data of the terminal and each user User type establish the user type identification model.
  9. 9. the method according to claim 7 or 8, it is characterised in that described to be included using data:The screen quilt of the terminal The number for the application that the number of touch, the switching frequency of application of the terminal, the terminal are opened, the internal memory of the terminal At least one of temperature of battery of consumption figures and the terminal.
  10. A kind of 10. terminal control mechanism, it is characterised in that including:
    Acquisition module, it is configured as acquisition first and uses data, the first use data are user before current time Data caused by terminal are acted in preset duration;
    Determining module, it is configured as targeted customer's type according to belonging to described first using data determines the user;
    Enquiry module, it is configured as the default user type of targeted customer's type queries according to the user and the terminal The corresponding relation of configuration information, obtain target configuration information corresponding to targeted customer's type;
    Module is changed, the configuration information for being configured as the terminal at the current time is different from the target configuration information When, the configuration information at the current time is changed to the target configuration information.
  11. 11. device according to claim 10, it is characterised in that targeted customer's type is severe user type or non- Severe user type, the determining module, is configured as:
    The user type identification model that management server is sent is received, the user type identification model is the management server According to multiple users for the terminal using data and each user belonging to user type establish;
    Data are used according to described first, based on the user type identification model, determine the targeted customer belonging to the user Type.
  12. 12. device according to claim 10, it is characterised in that targeted customer's type is severe user type or non- Severe user type, the determining module, is configured as:
    When described first meets target identification condition using data, it is severe to determine targeted customer's type belonging to the user User type, the target identification condition include following at least one:
    The number that the screen of the terminal is touched belongs to preset times scope;
    The switching frequency of the application of the terminal belongs to default frequency ranges;
    The number for the application that the terminal is opened belongs to predetermined number scope;
    The memory consumption value of the terminal belongs to default consumption scope;
    The temperature of the battery of the terminal belongs to preset temperature rule;
    When described first is unsatisfactory for the target identification condition using data, targeted customer's type belonging to the user is determined For non-severe user type.
  13. 13. device according to claim 10, it is characterised in that the configuration information of the terminal includes performance configuration information With power consumption configurations information.
  14. A kind of 14. terminal control mechanism, it is characterised in that including:
    Acquisition module, it is configured as obtaining multiple users for belonging to the use data of terminal to be monitored and each user User type;
    Module is established, is configured as according to belonging to the multiple user for the use data of the terminal and each user User type establish user type identification model;
    Sending module, it is configured as sending the user type identification model to the terminal, the terminal is used for according to first Using data, based on the user type identification model, targeted customer's type belonging to user is determined, described first uses data For the user data caused by the terminal are acted in the preset duration before current time.
  15. 15. device according to claim 14, it is characterised in that
    It is described to establish module, it is configured as:
    Using machine learning algorithm, according to belonging to the multiple user for the use data of the terminal and each user User type establish the user type identification model.
  16. 16. the device according to claims 14 or 15, it is characterised in that described to be included using data:The screen of the terminal The number of the application that number that curtain is touched, the switching frequency of application of the terminal, the terminal are opened, the terminal At least one of temperature of battery of memory consumption value and the terminal.
  17. A kind of 17. terminal control mechanism, it is characterised in that including:
    Processor;
    For the memory for the executable instruction for storing the processor;
    Wherein, the processor is configured as:
    Obtain first and use data, described first acts on end for user using data in the preset duration before current time Data caused by end;
    Targeted customer's type according to belonging to described first using data determines the user;
    Closed according to the default user type of targeted customer's type queries of the user is corresponding with the configuration information of the terminal System, obtains target configuration information corresponding to targeted customer's type;
    When configuration information and the target configuration information difference of the terminal at the current time, by the current time Configuration information be changed to the target configuration information.
  18. A kind of 18. terminal control mechanism, it is characterised in that including:
    Processor;
    For the memory for the executable instruction for storing the processor;
    Wherein, the processor is configured as:
    Obtain the user type belonging to using data and each user that multiple users are directed to terminal to be monitored;
    According to the multiple user for the terminal using data and each user belonging to user type establish and use Family type identification model;
    The user type identification model is sent to the terminal, the terminal is used to use data according to first, based on described User type identification model, determines targeted customer's type belonging to user, and the first use data are the user current Data caused by the terminal are acted in preset duration before moment.
  19. 19. a kind of storage medium, it is characterised in that instruction is stored with the storage medium, when the storage medium is being handled When being run on component so that processing component performs the terminal control method as described in claim 1 to 6 is any;
    Or so that processing component performs the terminal control method as described in claim 7 to 9 is any.
  20. A kind of 20. terminal control system, it is characterised in that including:
    Terminal and management server,
    The terminal includes any described terminal control mechanism of claim 10 to 13, and the management server will including right Seek 14 to 16 any described terminal control mechanisms;
    Or the terminal includes the terminal control mechanism described in claim 17, the management server includes claim Terminal control mechanism described in 18.
CN201710957240.4A 2017-10-16 2017-10-16 Terminal control method, device and system, storage medium CN107707759A (en)

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Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN109461231A (en) * 2018-10-15 2019-03-12 珠海格力电器股份有限公司 A kind of control method for door lock, device, control equipment and readable storage medium storing program for executing

Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN104917881A (en) * 2015-04-29 2015-09-16 努比亚技术有限公司 Multi-mode mobile terminal and implementation method thereof
CN105357356A (en) * 2015-11-27 2016-02-24 努比亚技术有限公司 Method and device for evaluating people' habits of using mobile phones
CN106598711A (en) * 2016-11-16 2017-04-26 乐视控股(北京)有限公司 Working mode switching method and system for intelligent terminal
CN106657561A (en) * 2016-08-31 2017-05-10 珠海格力电器股份有限公司 Mobile phone mode control method, mobile phone mode control device and terminal
WO2017167122A1 (en) * 2016-03-31 2017-10-05 阿里巴巴集团控股有限公司 Application program management method and device

Patent Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN104917881A (en) * 2015-04-29 2015-09-16 努比亚技术有限公司 Multi-mode mobile terminal and implementation method thereof
CN105357356A (en) * 2015-11-27 2016-02-24 努比亚技术有限公司 Method and device for evaluating people' habits of using mobile phones
WO2017167122A1 (en) * 2016-03-31 2017-10-05 阿里巴巴集团控股有限公司 Application program management method and device
CN106657561A (en) * 2016-08-31 2017-05-10 珠海格力电器股份有限公司 Mobile phone mode control method, mobile phone mode control device and terminal
CN106598711A (en) * 2016-11-16 2017-04-26 乐视控股(北京)有限公司 Working mode switching method and system for intelligent terminal

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN109461231A (en) * 2018-10-15 2019-03-12 珠海格力电器股份有限公司 A kind of control method for door lock, device, control equipment and readable storage medium storing program for executing

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