CN109040430A

CN109040430A - message display method and device

Info

Publication number: CN109040430A
Application number: CN201810749065.4A
Authority: CN
Inventors: 唐淳; 李涛
Original assignee: Kylin Seing Network Technology Ltd By Share Ltd
Current assignee: Kylin Seing Network Technology Ltd By Share Ltd
Priority date: 2018-07-10
Filing date: 2018-07-10
Publication date: 2018-12-18
Anticipated expiration: 2038-07-10
Also published as: CN109040430B

Abstract

The embodiment of the present application provides a kind of message display method and device, and wherein method includes: to obtain the message to be presented of the mobile terminal；According to application program belonging to the message to be presented, the historical behavior information of the content of the message to be presented and user, the displaying weight of the message to be presented is determined；Wherein, the displaying sequence for showing weight and being used to determine the message to be presented；According to the content of the message to be presented and the historical behavior information, the weight of determining user's operation relevant to the message to be presented；The message to be presented is shown according to the displaying weight of the message to be presented, and, the corresponding operation entry of the user's operation is shown according to the weight of the user's operation.Through this embodiment, it can be improved the efficiency that user carries out user's operation based on the message of displaying, improve user's operation experience.

Description

Message display method and device

Technical field

This application involves field of terminal technology more particularly to a kind of message display method and devices.

Background technique

Mobile terminal (such as mobile phone, tablet computer equipment) in the process of running, needs to show diversified message, than What such as server was sent applies PUSH message, calendar prompting message set by user.

Currently, mobile terminal usually shows each message according to the time sequencing for obtaining message, such as in eight in the morning One is received using PUSH message, issues an alarm clock calling message at nine o'clock, then the prompting message interface of mobile terminal In from top to bottom successively display apply PUSH message and alarm clock calling message.

However, the prior art is solely focused on the exhibition method of message, does not account for user and need the message based on displaying The problem of carrying out user's operation (for example need to be reminded according to the missed call of display and carry out telephone redialing), does not show that user grasps Make entrance, therefore the prior art reduces the efficiency that user carries out user's operation based on the message of displaying, reduces user's operation body It tests.

Summary of the invention

The purpose of the embodiment of the present application is to provide a kind of message display method and device, to improve user disappearing based on displaying Breath carries out the efficiency of user's operation, improves user's operation experience.

To reach above-mentioned technical purpose, the embodiment of the present application is achieved in that

In a first aspect, the embodiment of the present application provides a kind of message display method, it is applied to mobile terminal, comprising:

Obtain the message to be presented of the mobile terminal；

According to the historical behavior of application program belonging to the message to be presented, the content of the message to be presented and user Information determines the displaying weight of the message to be presented；The displaying weight is for determining that the displaying of the message to be presented is suitable Sequence；

According to the content of the message to be presented and the historical behavior information, determination is relevant to the message to be presented The weight of user's operation；

The message to be presented is shown according to the displaying weight of the message to be presented, and, according to the user's operation Weight show the corresponding operation entry of the user's operation.

Second aspect, the embodiment of the present application provide a kind of message display device, comprising:

Message retrieval unit, for obtaining the message to be presented of mobile terminal；

First determination unit, in the application program according to belonging to the message to be presented, the message to be presented Hold the historical behavior information with user, determines the displaying weight of the message to be presented；Described in the displaying weight is used to determine The displaying sequence of message to be presented；

Second determination unit, for the content and the historical behavior information according to the message to be presented, determining and institute State the weight of the relevant user's operation of message to be presented；

Display unit, for showing the message to be presented according to the displaying weight of the message to be presented, and, according to The weight of the user's operation shows the corresponding operation entry of the user's operation.

The third aspect, the embodiment of the present application provide a kind of message display equipment, comprising: memory, processor and storage On the memory and the computer executable instructions that can run on the processor, the computer executable instructions quilt The step of message display method as described in above-mentioned first aspect is realized when the processor executes.

Fourth aspect, the embodiment of the present application provide a kind of computer readable storage medium, the computer-readable storage Medium realizes such as above-mentioned first for storing computer executable instructions when the computer executable instructions are executed by processor The step of message display method described in aspect.

As it can be seen that by the embodiment of the present application, can the application program according to belonging to message to be presented, in message to be presented Hold and the historical behavior information of user, the displaying weight of message to be presented is determined, according to the content of message to be presented and user Historical behavior information determines the weight of user's operation relevant to message to be presented, also, is weighed according to the displaying of message to be presented Message to be presented is shown again, and, the corresponding operation entry of above-mentioned user's operation is shown according to the weight of above-mentioned user's operation, from And make user that can also browse to the operation entry of user's operation relevant to message when browsing message, to facilitate user Message based on displaying executes relevant user's operation, improves the efficiency that user carries out user's operation based on the message of displaying, mentions High user's operation experience.Also, in the embodiment of the present application, in conjunction with the historical behavior information of user, the exhibition of message to be presented is determined The weight of showing weight and user's operation relevant to message to be presented can guarantee bandwagon effect and the user of message to be presented Historical behavior matches, and the historical behavior of the bandwagon effect and user that guarantee the corresponding operation entry of user's operation matches, from And the efficiency that user browses message and the message based on displaying carries out user's operation is improved, improve user experience.

Detailed description of the invention

In order to illustrate the technical solutions in the embodiments of the present application or in the prior art more clearly, to embodiment or will show below There is attached drawing needed in technical description to be briefly described, it should be apparent that, the accompanying drawings in the following description is only this The some embodiments recorded in application, for those of ordinary skill in the art, in the premise of not making the creative labor property Under, it is also possible to obtain other drawings based on these drawings.

Fig. 1 is the flow diagram for the message display method that one embodiment of the application provides；

Fig. 2 is the flow diagram for the message display method that another embodiment of the application provides；

Fig. 3 is the message display schematic diagram that one embodiment of the application provides；

Fig. 4 is the module composition schematic diagram for the message display device that one embodiment of the application provides；

Fig. 5 is the structural schematic diagram for the message display equipment that one embodiment of the application provides.

Specific embodiment

In order to make those skilled in the art better understand the technical solutions in the application, below in conjunction with the application reality The attached drawing in example is applied, the technical scheme in the embodiment of the application is clearly and completely described, it is clear that described implementation Example is merely a part but not all of the embodiments of the present application.Based on the embodiment in the application, this field is common The application protection all should belong in technical staff's every other embodiment obtained without creative efforts Range.

The embodiment of the present application provides a kind of message display method and device, is carried out with improving user based on the message of displaying The efficiency of user's operation improves user's operation experience.It is described in detail below with reference to embodiment.

Fig. 1 is the flow diagram for the message display method that one embodiment of the application provides, and this method is applied to mobile whole End side, can by mobile terminal execution, as shown in Figure 1, method includes the following steps:

Step S102 obtains the message to be presented of mobile terminal；

Step S104, according to the history row of application program belonging to message to be presented, the content of message to be presented and user For information, the displaying weight of message to be presented is determined；Wherein, show that weight is used to determine the displaying sequence of message to be presented；

Step S106, according to the content of message to be presented and above-mentioned historical behavior information, determination is related to message to be presented User's operation weight；

Step S108 shows message to be presented according to the displaying weight of message to be presented, and, according to above-mentioned user's operation Weight show the corresponding operation entry of above-mentioned user's operation.

As it can be seen that by the embodiment of the present application, can the application program according to belonging to message to be presented, in message to be presented Hold and the historical behavior information of user, the displaying weight of message to be presented is determined, according to the content of message to be presented and user Historical behavior information determines the weight of user's operation relevant to message to be presented, also, is weighed according to the displaying of message to be presented Message to be presented is shown again, and, the corresponding operation entry of above-mentioned user's operation is shown according to the weight of above-mentioned user's operation, from And make user that can also browse to the operation entry of user's operation relevant to message when browsing message, to facilitate user Message based on displaying executes relevant user's operation, improves the efficiency that user carries out user's operation based on the message of displaying, mentions High user's operation experience.

Also, in the embodiment of the present application, in conjunction with the historical behavior information of user, determine message to be presented displaying weight and The weight of user's operation relevant to message to be presented, can guarantee the bandwagon effect of message to be presented and the historical behavior of user Match, the historical behavior of the bandwagon effect and user that guarantee the corresponding operation entry of user's operation matches, to improve use Family browses message and the message based on displaying carries out the efficiency of user's operation, improves user experience.

In the embodiment of the present application, message to be presented includes applying PUSH message and event reminder message, using PUSH message Can be the message that the server of application program is pushed to mobile terminal, event reminder message include but is not limited to calendar prompting, Alarm clock calling, missed call are reminded, short message is reminded etc..

In one embodiment, message to be presented includes being disappeared then in above-mentioned steps S104 according to be presented using PUSH message Application program, the historical behavior information of the content of message to be presented and user belonging to breath determine the displaying power of message to be presented Weight, specifically:

(a1) application program according to belonging to application PUSH message, determines the initial weight for applying PUSH message；

(a2) it according to the content of application PUSH message, determines and applies the corresponding content type of PUSH message；

(a3) it is recorded according to browsing of the user recorded in the historical behavior information of user to identical content type message, it is right Initial weight is adjusted, the displaying weight for the PUSH message that is applied.

It, can be according to the type of affiliated application program and the temperature of affiliated application program, really in above-mentioned movement (a1) Surely the initial weight of PUSH message is applied.Wherein, the temperature of application program can be answered according in the area locating for mobile terminal Pouplarity can root to be determined to the calling frequency of the application program with the pouplarity of program and the user of mobile terminal It is determined according to download ranking and/or comment marking.For example, pouplarity value=download ranking * ranking weight+comment is beaten Divide * marking weight.The hot value of application program=corresponding first weight of pouplarity value *+calling frequency * corresponding second Weight.Here, ranking weight, marking weight, the first weight and the second weight can be determine according to actual needs.

The first of the type of application program as shown in table 1 below, the temperature of application program and application PUSH message can be passed through Corresponding relationship between beginning weight determines application according to the temperature of the type of affiliated application program and affiliated application program The initial weight of PUSH message.In table 1, indicate that the temperature of application program, temperature value range are [0,100] with numeric form, Initial weight is indicated with numeric form, and initial weight value range is [0,100].

Table 1

Table 1 is illustrated by taking game class application program and social category application program as an example, wherein can be according to preset algorithm Determine different initial weights when every class application program corresponds to different temperatures.Currently, in other embodiments, it can also be used His algorithm determines the initial power for applying PUSH message according to the type of affiliated application program and the temperature of affiliated application program Weight, for example, using specific formula, according to the type and temperature of application program, initial weight being calculated, no longer lifts here Example.

In above-mentioned movement (a2), keyword extraction can be carried out to the content of application PUSH message, or carry out title and mention It takes, according to the content that extraction obtains, determines and apply the corresponding content type of PUSH message, which includes but is not limited to army Thing class, amusement class, finance and economic, game class, local life kind, service for life class etc..

In above-mentioned movement (a3), is extracted from the historical behavior information of user and obtain user to identical content type message Browsing record, the identical content type message refer to that content type corresponding with PUSH message is applied belongs to identical content class Other message.The historical behavior information of user includes the information for each class behavior that user executes in the terminal, such as user Information browse record, user call the calling of each application program to record etc..Based on being extracted from the historical behavior information of user Obtained user records the browsing of identical content type message, can determine to obtain user to the clear of identical content type message Look at frequency and browsing probability, browsing frequency can browse the frequency of the identical content type message within the set time for user, The ratio that the total message in family browses quantity can be occupied for the browsing quantity of the identical content type message by browsing probability.Based on user Browsing frequency and user to identical content type message carry out the browsing probability of identical content type message to initial weight Adjustment, the displaying weight for the PUSH message that is applied.

In one embodiment, if user is lower than predeterminated frequency to the browsing frequency of identical content type message, it can reduce Initial weight, conversely, initial weight is then increased, if user is lower than predetermined probabilities to the browsing probability of identical content type message, Initial weight can be reduced, conversely, then increasing initial weight.In other embodiments, it can also be based on using using other modes Family to the browsing frequency of identical content type message and user to the browsing probability of identical content type message, to initial weight into Row adjustment, no longer illustrates here.Finally, the displaying weight by initial weight adjusted, as application PUSH message.Using pushing away Putting in order when the displaying weight of message being sent to show for determining using PUSH message shows that weight is bigger, sorts more forward.

By above-mentioned movement (a1) (a2) (a3), mobile terminal pushes a plurality of application from the same application program Message can record according to browsing of the user to the corresponding identical content type message of every application PUSH message, determine each item Using the displaying weight of PUSH message, so that it is determined that a plurality of displaying using PUSH message from the same application program is weighed Weight.

In other embodiments, PUSH message is applied for breaking news class, fixed weight can also be set.This is fixed Weight is higher than certain value.

As it can be seen that in the present embodiment, when message to be presented includes using PUSH message, based on belonging to application PUSH message Application program records the browsing of identical content type message using the content type and user of PUSH message, determines that application pushes away The displaying weight for sending message can reach in conjunction with many factors, accurately comprehensively determine the displaying weight for applying PUSH message Effect, guarantee to match using the bandwagon effect and the historical behavior of user of PUSH message, improve the body that user browses message It tests.

In another embodiment, message to be presented includes event reminder message, then in above-mentioned steps S104, according to be presented The historical behavior information of application program belonging to message, the content of message to be presented and user, determines the displaying of message to be presented Weight, specifically:

(b1) application program according to belonging to event reminder message determines the initial weight of event reminder message；

(b2) according to the content of event reminder message, the event factor for the event that is alerted is determined；Wherein, event factor includes Time To Event and/or event participant；

(b3) according to the historical behavior information of event factor and user, initial weight is adjusted, obtains event prompting The displaying weight of message.

In above-mentioned movement (b1), according to application program belonging to event reminder message, the initial of event reminder message is determined The process of weight can be not repeated herein with reference to the specific descriptions of front movement (a1).

In above-mentioned movement (b2), general contents extraction algorithm can be used, the content of event reminder message is mentioned It takes, according to the time correlation content that extraction obtains, determines the Time To Event for the event that is alerted, the personnel obtained according to extraction Related content, determination are alerted the corresponding event participant of event.For example, the content for being alerted event is the noisy of 10 AM Clock is reminded, then the Time To Event that can determine to obtain the event of being alerted is 10 points, and for another example, the content for being alerted event is The Time To Event that " 10 points of tomorrow and Jack go to date " then can determine to obtain the event of being alerted is 10 points, is alerted event Event participant be Jack, for another example, the content for being alerted event is that " band Mr. Liu go to vaccinate " then can determine to obtain The event participant for being alerted event is Mr. Liu.

In above-mentioned movement (b3), according to the historical behavior information of event factor and user, initial weight is adjusted, is obtained To the displaying weight of event reminder message, specifically:

(b31) duration according to Time To Event apart from current time, and, it is recorded in the historical behavior information of user User include to event factor Time To Event historical events reminder message operation note, determine the tune of initial weight Integral coefficient；And/or the identity information according to event participant, and, recorded in the historical behavior information of user with it is above-mentioned The related user behavior record of event participant, determines the regulation coefficient of initial weight；

(b32) according to the regulation coefficient of determining initial weight, initial weight is adjusted, obtains event reminder message Displaying weight.

It specifically, can be according to Time To Event apart from current time when event factor includes Time To Event Duration, and, the user recorded in the historical behavior information of user includes the history thing of Time To Event to event factor The operation note of part reminder message determines the regulation coefficient of initial weight；It, can be with when event factor includes event participant According to the identity information of event participant, and, recorded in the historical behavior information of user with event participant Related user behavior record, determines the regulation coefficient of initial weight；When event factor includes Time To Event and event ginseng When with personnel, duration according to Time To Event apart from current time, and, the use recorded in the historical behavior information of user Family includes the operation note of the historical events reminder message of Time To Event to event factor, determines the adjustment system of initial weight Number, and, according to the identity information of event participant, and, recorded in the historical behavior information of user with the event The related user behavior record of participant, determines the regulation coefficient of initial weight.

Wherein, regulation coefficient can set initial weight and obtain multiplied by regulation coefficient for being adjusted to initial weight Show weight, therefore, regulation coefficient is directly proportional to weight is shown, regulation coefficient is bigger, shows that weight is bigger, shows that weight is got over Greatly, prioritisation of messages is more forward.

In the present embodiment, duration according to Time To Event apart from current time, and, the historical behavior information of user The user of middle record includes the operation note of the historical events reminder message of Time To Event to event factor, determines initial power The regulation coefficient of weight, specifically:

Firstly, the duration according to Time To Event apart from current time, in preset duration pass corresponding with regulation coefficient In system, the first adjustment coefficient is determined, in the corresponding relationship, duration of the Time To Event apart from current time and regulation coefficient are big It is small to be inversely proportional.Then, from the historical behavior information of user, it includes Time To Event to event factor that extraction, which obtains user, The operation note of historical events reminder message, the operation note include that user checks prompting to historical events reminder message execution The operation note of details and user execute the operation note that refusal checks prompting details to the historical events reminder message, according to this Operation note can determine to obtain user and check ratio to the historical events reminder message that event factor includes Time To Event Example, the ratio of checking can be equal to user and execute the first number of operations for checking prompting details to the historical events reminder message and use Family executes the ratio that refusal checks the second number of operations of prompting details to the historical events reminder message.Finally, user according to This checks ratio, is adjusted to the first adjustment coefficient, obtains the regulation coefficient of initial weight, wherein checks that ratio is higher than and sets When certainty ratio, the first adjustment coefficient can be increased, when checking ratio lower than setting ratio, can reduce the first adjustment coefficient.

It can also by other means include the history of Time To Event to event factor according to user in the present embodiment The operation note of event reminder message is adjusted the first adjustment coefficient, for example determines user to thing according to the operation note Part factor includes the clicking rate of the historical events reminder message of Time To Event, according to the clicking rate to the first adjustment coefficient into Row adjustment, obtains the regulation coefficient of initial weight.

In the present embodiment, according to the identity information of above-mentioned event participant, and, remember in the historical behavior information of user User behavior related with the above-mentioned event participant record of record, determines the regulation coefficient of initial weight, specifically:

Firstly, setting higher second if the title of above-mentioned event participant is located in the address list of mobile terminal Regulation coefficient, if the title of above-mentioned event participant is not in the address list of mobile terminal or event participant The identity information of member is marked as harassing and wrecking user, then sets lower second adjustment coefficient.Then, believe from the historical behavior of user In breath, extraction obtains related with event participant user behavior record, for example, user behavior record can for user with Message registration, chat record etc. between event argument personnel record according to the user behavior and determine that user executes and the thing Frequency of the related user behavior of part participant, such as voice frequency, chat frequency etc., if the frequency of the user behavior is more than Certain value then increases second adjustment coefficient, if the frequency of the user behavior is lower than certain value, reduces second adjustment coefficient, obtains To the regulation coefficient of initial weight.

It is, if caller is located in address list, to set higher for missed call is reminded by event reminder message Two regulation coefficients then set lower second adjustment system if caller is not in address list, and is marked as harassing and wrecking user Number, even minimum second adjustment coefficient.

It, can be by the regulation coefficient and initial power when the regulation coefficient for the initial weight that movement (b31) obtains is one The product of weight is two in the regulation coefficient for the initial weight that movement (b31) obtains as the displaying weight of event reminder message When, it can displaying weight by the product of two regulation coefficients and initial weight three, as event reminder message.

As it can be seen that in the present embodiment, when message to be presented includes event reminder message, the event based on the event that is alerted because The historical behavior information of element and user determines the displaying weight of event reminder message, can reach in conjunction with many factors, quasi- The effect for really comprehensively determining the displaying weight of event reminder message, guarantees the bandwagon effect of event reminder message and going through for user History behavior matches, and improves the experience that user browses message.

In one embodiment, message to be presented includes being disappeared then in above-mentioned steps S106 according to be presented using PUSH message The content and historical behavior information of breath determine the weight of user's operation relevant to message to be presented, specifically:

(c1) it according to the content of application PUSH message, determines and applies the corresponding content type of PUSH message；

(c2) it is recorded according to browsing of the user recorded in the historical behavior information of user to identical content type message, really Surely using the weight of the corresponding weight for checking operation of PUSH message delete operation corresponding with application PUSH message.

Specifically, in above-mentioned movement (c1), keyword extraction can be carried out to the content of application PUSH message, or carry out Title extracts, and according to the obtained content of extraction, determines and applies the corresponding content type of PUSH message, which includes but not It is limited to military class, amusement class, finance and economic, game class, local life kind, service for life class etc..

In above-mentioned movement (c2), is extracted from the historical behavior information of user and obtain user to identical content type message Browsing record, the identical content type message refer to that content type corresponding with PUSH message is applied belongs to identical content class Other message.The historical behavior information of user includes the information for each class behavior that user executes in the terminal, such as user Information browse record, user call the calling of each application program to record etc..Based on from user to identical content type message Browsing record, can determine to obtain user to the browsing frequency of identical content type message and browsing probability, and browsing frequency can be with Browse the frequency of the identical content type message within the set duration for user, browsing probability can disappear for the identical content type The browsing quantity of breath occupies the ratio of the total message browsing quantity in family.Based on user to the browsing frequency of identical content type message and User determines and pushes away using the corresponding weight for checking operation of PUSH message and application to the browsing probability of identical content type message Send the weight of the corresponding delete operation of message.

In one embodiment, if user is higher than predeterminated frequency to the browsing frequency of identical content type message, and, user couple The browsing probability of identical content type message is higher than predetermined probabilities, then can determine and to check operation using PUSH message is corresponding Weight is greater than default weight, is less than default weight using the weight of the corresponding delete operation of PUSH message, on the contrary, if user is to phase Browsing frequency with content type message is lower than predeterminated frequency, and, user is lower than the browsing probability of identical content type message Predetermined probabilities can then determine and be less than default weight using the corresponding weight for checking operation of PUSH message, using PUSH message The weight of corresponding delete operation is greater than default weight, if user is to the browsing frequency of identical content type message lower than default frequency Rate, and, user is higher than predetermined probabilities to the browsing probability of identical content type message, alternatively, user disappears to identical content type The browsing frequency of breath is higher than predeterminated frequency, and, user is lower than predetermined probabilities to the browsing probability of identical content type message, then may be used It is equal to default weight using the corresponding weight for checking operation of PUSH message with setting, using the corresponding delete operation of PUSH message Weight be equal to default weight.

It is, of course, also possible to by other means based on user to the browsing frequency of identical content type message and user to phase With the browsing probability of content type message, determines using the corresponding weight for checking operation of PUSH message and apply PUSH message pair The weight for the delete operation answered is checked as long as guaranteeing that user's browsing frequency is high and browsing probability is high using PUSH message is corresponding The weight of operation is greater than the weight for applying the corresponding delete operation of PUSH message.

In the present embodiment, content type and user based on application PUSH message remember the browsing of identical content type message Record determines the weight of user's operation relevant to application PUSH message, can reach in conjunction with many factors, accurately comprehensively really Determine the effect of the weight of user's operation, guarantees the bandwagon effect of user's operation relevant to application PUSH message and the history of user Behavior matches, and improves the experience that user browses message.

In another embodiment, message to be presented includes event reminder message, then in above-mentioned steps S106, according to be presented The content and historical behavior information of message determine the weight of user's operation relevant to message to be presented, comprising:

(d1) according to the content of event reminder message, the event factor for the event that is alerted is determined；Wherein, event factor includes Time To Event and/or event participant；

(d2) according to the historical behavior information of event factor and user, user's operation relevant to event reminder message is determined Weight.

In above-mentioned movement (d1), general contents extraction algorithm can be used, the content of event reminder message is mentioned It takes, according to the time correlation content that extraction obtains, determines the Time To Event for the event that is alerted, and/or, it is obtained according to extraction Personnel's related content, determination be alerted the corresponding event participant of event.For example, the content for being alerted event is the morning ten The alarm clock of point, then the Time To Event that can determine to obtain the event of being alerted is 10 points, and for another example, the content for being alerted event is The Time To Event that " 10 points of tomorrow and Jack go to date " then can determine to obtain the event of being alerted is 10 points, is alerted event Event participant be Jack, for another example, the content for being alerted event is that " band Mr. Liu go to vaccinate " then can determine to obtain The event participant for being alerted event is Mr. Liu.

In above-mentioned movement (d2), according to the historical behavior information of event factor and user, determination and event reminder message phase The weight of the user's operation of pass, specifically:

(d21) duration according to Time To Event apart from current time determines that the corresponding closing of event reminder message mentions The weight of awake operation, and, the corresponding weight for postponing prompting operation of event reminder message, and, according in historical behavior information The user of record includes the operation note of the historical events reminder message of Time To Event to event factor, determines that event is reminded The weight of the corresponding operation for checking prompting details of message, and, the corresponding refusal of event reminder message checks the behaviour for reminding details The weight of work；

And/or

(d22) according to the identity information of event participant, and, recorded in historical behavior information with event participant The related user behavior record of member, determines the weight of the operation of connection participant, and, intercept the information from participant The weight of operation.

Specifically, when event factor includes Time To Event, above-mentioned movement (d21) can be executed.Work as event factor When including event participant, above-mentioned movement (d22) can be executed.When event factor includes that Time To Event and event participate in When personnel, above-mentioned movement (d21) and above-mentioned movement (d22) can be executed.

In the present embodiment, duration according to Time To Event apart from current time determines that event reminder message is corresponding The weight for reminding operation is closed, and, event reminder message is corresponding to postpone the weight for reminding operation, can be with are as follows:

Duration of the Time To Event apart from current time is longer, then illustrates that user may more postpone and remind, it is determined that thing Part reminder message it is corresponding postpone remind operation weight it is larger, event reminder message it is corresponding close remind operation weight compared with It is small, conversely, duration of the Time To Event apart from current time is shorter, then illustrates that user may more close and remind, it is determined that thing Part reminder message it is corresponding postpone remind operation weight it is smaller, event reminder message it is corresponding close remind operation weight compared with Greatly.

It include that Time To Event is gone through to event factor according to the user recorded in historical behavior information in the present embodiment The operation note of historical event part reminder message determines the weight of the corresponding operation for checking prompting details of event reminder message, and, thing The corresponding refusal of part reminder message checks the weight for reminding the operation of details, can be with are as follows:

Firstly, it includes Time To Event to event factor that extraction, which obtains user, from the historical behavior information of user The operation note of historical events reminder message, the operation note include that user checks prompting to historical events reminder message execution The operation note of details and user execute the operation note that refusal checks prompting details to the historical events reminder message.Then, According to the operation note, can determine to obtain the historical events reminder message that user includes Time To Event to event factor Check ratio, the ratio of checking can be equal to user and execute the first operation time for checking prompting details to the historical events reminder message Several and user executes the ratio that refusal checks the second number of operations of prompting details to the historical events reminder message.Finally, if This checks that ratio is greater than preset ratio, it is determined that corresponding check of event reminder message reminds the weight of the operation of details larger, The corresponding refusal of event reminder message, which is checked, reminds the weight of the operation of details smaller, conversely, presetting if this checks that ratio is less than Ratio, it is determined that corresponding check of event reminder message reminds the weight of the operation of details smaller, and event reminder message is corresponding Refusal, which is checked, reminds the weight of the operation of details larger.

In one specific embodiment, event reminder message is alarm clock calling, it is determined that the corresponding closing of alarm clock calling mentions The weight of operation of waking up and the weight of delay reminding operation, in another specific embodiment, event reminder message is calendar prompting, It then determines that calendar prompting is corresponding and deletes the weight for reminding operation.

In the present embodiment, according to the identity information of event participant, and, recorded in historical behavior information and event The related user behavior record of participant, determines the weight of the operation of connection participant, and, it intercepts from participant's The weight of the operation of information, can be with are as follows:

Firstly, the behaviour of the information of the first initial weight and interception from participant of the operation of setting connection participant The second initial weight made is equal, is default weight.Then, if determining participant position according to the identity information of participant In the address list of mobile terminal, then increase by the first initial weight, and reduce the second initial weight, conversely, if according to participant The identity information of member determines that participant is not located in the address list of mobile terminal, then reduces the first initial weight, increases by second Initial weight, wherein if determining that participant (is such as cheated by server labeled as unauthorized person according to the identity information of participant Deceitful member etc.), then reduce the first initial weight, increases by the second initial weight.Finally, from historical behavior information extract obtain with Event participant related user behavior record, for example, user behavior record can for user and event argument personnel it Between message registration, chat record etc., record that determine that user executes related with event participant according to the user behavior Frequency of user behavior, such as voice frequency, chat frequency etc. increase the if the frequency of the user behavior is more than certain value One initial weight reduces the second initial weight, if the frequency of the user behavior is lower than certain value, reduces the first initial weight, Increase the second initial weight, by the first initial weight adjusted, the weight of the operation as connection participant, after adjustment The second initial weight, as intercept the information from participant operation weight.Wherein, when event reminder message is not When connecing call reminding, the operation for contacting participant includes incoming call clawback, the operation such as add as contact person, intercepts and comes from participant The operation of information include but is not limited to intercept incoming call, intercept the operation such as short message.

It is that through this embodiment, can determine incoming call clawback for missed call is reminded, add as joining by event reminder message Be people, the weight that intercepts incoming call, intercept the operations such as short message, weights of these operations for determine these operations it is corresponding operate into Mouth puts in order, the bigger operation entry of weight, and arrangement is more forward, to the operation entry of most suitable user be come most square Just the position clicked facilitates user to facilitate and obtains the operation entry that most probable needs.

As it can be seen that in the present embodiment, when message to be presented includes event reminder message, the event based on the event that is alerted because The historical behavior information of element and user determines the weight of user's operation relevant to event reminder message, can reach in conjunction with more Aspect factor accurately comprehensively determines the effect of the weight of user's operation, guarantees the displaying of the corresponding operation entry of user's operation The historical behavior of effect and user match, and improve user and browse the experience of message and handle the efficiency of message.

Further, in above-mentioned steps S108, message to be presented is shown according to the displaying weight of message to be presented, and, The corresponding operation entry of user's operation is shown according to the weight of user's operation, specifically:

(e1) in message to be presented, the target message to be presented for showing that weight is greater than setting weight is chosen；

(e2) suitable according to the displaying weight of target message to be presented and the first specified weight in the interface of mobile terminal Sequence, determines the displaying sequence of target message to be presented, and shows target message to be presented；

(e3) corresponding according to target message to be presented at the corresponding operation entry display area of target message to be presented The weight of user's operation and the second specified weight sequence, determine that the operation of the corresponding user's operation of target message to be presented enters The displaying sequence of mouth, and show the operation entry of the corresponding user's operation of target message to be presented.

Firstly, being chosen in message to be presented after determination obtains the displaying weight of information to be presented and showing that weight is greater than The information to be presented of weight is set as target information to be presented, wherein setting weight can make a reservation for rule of thumb set simultaneously Storage is in the terminal.

Then, suitable according to the displaying weight of target message to be presented and the first specified weight in the interface of mobile terminal Sequence, determines the displaying sequence of target message to be presented, and shows target message to be presented, for example, the first specified weight sequence is The sequence of weight from high to low, then in the message display interface of mobile terminal, according to showing weight sequence from high to low, from Up to lower displaying target message to be presented.

Finally, the corresponding operation entry display area of target message to be presented is determined, for example, a left side for target message to be presented Side region is the corresponding operation entry display area of target message to be presented.In turn, at operation entry display area, according to The weight and the second weight order of the corresponding user's operation of target message to be presented determine that target message to be presented is corresponding The displaying sequence of the operation entry of user's operation, and show the operation entry of the corresponding user's operation of target message to be presented, than Such as, the second specified weight sequence is the sequence of weight from high to low, at operation entry display area, from high to low according to weight Sequence, show the operation entry of the corresponding user's operation of target message to be presented from left to right.Wherein, operation entry can be The form of button, for example, checking that the operation entry of operation is to check button.

It should be noted that relevant to message to be presented due to that can be determined by the above process in the embodiment of the present application The weight of user's operation, therefore can determine that target is to be presented after determining target message to be presented in the embodiment of the present application The corresponding user's operation of message, and determine the weight of the corresponding user's operation of target message to be presented.

As it can be seen that through this embodiment, screening target message to be presented is shown, and can browse user's most probable disappears Breath is shown, and provides the operation entry of corresponding user's operation, so that user be facilitated to execute correlation based on the message of displaying User's operation, improve user based on displaying message carry out user's operation efficiency, improve user's operation experience.

In one specific embodiment, guidance user opens notification bar administration authority in setting first, to read use PUSH message is applied at family, then under mobile terminal screen locking state, collect using PUSH message and event reminder message (such as Missed call reminder message, calendar prompting message, alarm clock calling message, the message such as breaking news), using these message as wait open up Show message, and the method according to Fig. 2, calculates the displaying weight of every message to be presented.Finally, unlocking mobile terminal screen in user When curtain, extracts and show that weight is greater than the message display to be presented of setting weight to user, for example, showing by way of pop-up User, or user is showed by way of suspension.The corresponding user's operation entrance of message of the user based on displaying, can offset Breath is handled, for example is checked, delete processing etc..And it is possible to show weight lower than setting power by way of folded flex The message to be presented of weight, and user is prompted not show the item number of message, in case message is excessively interfered to user.

Further, Fig. 2 is the flow diagram for the message display method that another embodiment of the application provides, such as Fig. 2 institute Show, on the basis of Fig. 1, further includes:

Step S110 determines that user waits opening up based on the target of displaying after showing target message to be presented and operation entry Show the user's operation that the operation entry of message and displaying executes, using the corresponding operation information of the user's operation of the execution as history A part of behavioural information.

In the present embodiment, after showing target message to be presented, it can also determine that target of the user based on displaying is to be presented The user's operation that the operation entry of message and the corresponding user's operation of the target of displaying message to be presented executes, by the use of the execution Family operates a part of corresponding operation information as historical behavior information, thus realize the continuous study of user behavior, so that The message of subsequent displaying is increasingly intended to the demand and behavioural habits of user.

As it can be seen that the method in through this embodiment, can extract from user largely message to be presented and relatively attach most importance to The message wanted is shown, to greatly reduce the cost that user screens important messages, improves the validity that information is shown.And It can also provide message corresponding operation entry, user is facilitated to handle message, greatly improve the effect that user handles message Rate.And the operation information that can execute message of the user to displaying is recorded as historical behavior information, thus into one Step corrects the calculating process for showing weight, achievees the effect that autonomous learning, so that the message and operation entry that show increasingly accord with Share the expection at family.

Fig. 3 is the message display schematic diagram that provides of one embodiment of the application, in Fig. 3, mobile terminal in the state of the lock screen, 10 points get one using PUSH message, separately win 10: 10 and get a missed call reminder message, separately win 10: 20 Get a calendar prompting message.In the present embodiment, according to fig. 2 in method, determine missed call reminder message displaying power The great displaying weight in calendar prompting message, the displaying weight of calendar prompting message is greater than to be weighed using the displaying of PUSH message Weight, and the displaying weight of application PUSH message is lower than setting weight, also, determines that user seldom clicks using PUSH message, it is right In the corresponding contact person of the missed call, the number that user carries out incoming call clawback to it is greater than the number for not carrying out incoming call clawback, For calendar prompting message, user usually executes the operation for checking schedule details.Therefore, message display effect as shown in figure 3, After mobile terminal unlock, missed call reminder message and calendar prompting message are successively shown under upper in message display interface, And incoming call clawback operation entry is provided and checks the operation entry of schedule details, while prompt has a piece of news to be folded.

It should be noted that in the present embodiment, determine message to be presented displaying weight and user's operation weight when, tool Body determination process is not limited to foregoing description, can also determine the displaying weight and user's operation of message to be presented by other means Weight, here without limitation.

Further, in this embodiment, additionally it is possible to guide user open mobile terminal application management permission, and execute with Lower process:

(1) determine that user opens the application management permission of mobile terminal；

(2) according to application management permission, the application data of mobile terminal is read；

(3) according to the application data of reading, determine in mobile terminal that most probable in preset duration is called by user Destination application；

(4) call entry and the displaying for invocation target application program are generated.

Specifically, after user opens application management permission, application data is read, application data includes but not It is limited to the operation data of application program, the number that the setting data that user executes application program, user input in application program According to etc..

According to application data, the target application journey that most probable is called by user in preset duration in mobile terminal is determined Sequence.For example, application data includes the data that user inputs in application program memorandum, the data of the input include " on Noon 9 Dian Qu hospital ", and, application data includes application program boat trip operation data in length and breadth, and the operation data is for mentioning Showing 10 points of user has flight planning, then by reading application data, can determine user's most probable tune in preset duration Destination application, preset duration can be in a hour since current time or in other durations, for example, working as The preceding moment is 8 points, then example in continued access, and user's most probable calls memorandum to check memorandum item, and memorandum is destination application.

Finally, generating the call entry for invocation target application program and displaying, for example generates prompt information and " click this In start application program XXX ", user's quick start can be facilitated to need the application program called, remove user from and search manually and answer The problem of with program icon.

Further, the embodiment of the present application provides a kind of message display device, for realizing above-mentioned message display side Method, Fig. 4 is the module composition schematic diagram for the message display device that one embodiment of the application provides, as shown in figure 4, the device packet It includes:

Message retrieval unit 41, for obtaining the message to be presented of mobile terminal；

First determination unit 42, for the application program according to belonging to the message to be presented, the message to be presented The historical behavior information of content and user determines the displaying weight of the message to be presented；The displaying weight is for determining institute State the displaying sequence of message to be presented；

Second determination unit 43, for the content and the historical behavior information according to the message to be presented, determine with The weight of the relevant user's operation of the message to be presented；

Display unit 44, for showing the message to be presented according to the displaying weight of the message to be presented, and, root The corresponding operation entry of the user's operation is shown according to the weight of the user's operation.

Optionally, the message to be presented includes applying PUSH message；First determination unit 42 is specifically used for:

According to it is described using PUSH message belonging to application program, determine the initial weight using PUSH message；

According to the content using PUSH message, the corresponding content type of the application PUSH message is determined；

It is recorded according to browsing of the user recorded in the historical behavior information of user to identical content type message, to described Initial weight is adjusted, and obtains the displaying weight using PUSH message.

Optionally, the message to be presented includes event reminder message；First determination unit 42 is specifically used for:

According to application program belonging to the event reminder message, the initial weight of the event reminder message is determined；

According to the content of the event reminder message, the event factor for the event that is alerted is determined；Wherein, the event factor Including Time To Event and/or event participant；

According to the historical behavior information of the event factor and user, the initial weight is adjusted, is obtained described The displaying weight of event reminder message.

Optionally, first determination unit 42 also particularly useful for:

Duration according to the Time To Event apart from current time, and, it is recorded in the historical behavior information of user User include to event factor Time To Event historical events reminder message operation note, determine the initial weight Regulation coefficient；And/or the identity information according to the event participant, and, it is recorded in the historical behavior information of user User behavior related with the event participant record, determine the regulation coefficient of the initial weight；

According to the regulation coefficient of the determining initial weight, the initial weight is adjusted, obtains the event The displaying weight of reminder message.

Optionally, the message to be presented includes applying PUSH message；Second determination unit 43 is specifically used for:

It is recorded according to browsing of the user recorded in the historical behavior information of user to identical content type message, determines institute It states using the corresponding weight for checking operation of PUSH message and the weight using the corresponding delete operation of PUSH message.

Optionally, the message to be presented includes event reminder message；Second determination unit 43 is specifically used for:

According to the event factor and the historical behavior information, user behaviour relevant to the event reminder message is determined The weight of work.

Optionally, second determination unit 43 also particularly useful for:

Duration according to the Time To Event apart from current time determines the corresponding closing of the event reminder message The weight of operation is reminded, and, the corresponding weight for postponing prompting operation of the event reminder message, and, according to the history The user recorded in behavioural information includes the operation note of the historical events reminder message of Time To Event to event factor, really The weight of the corresponding operation for checking prompting details of the fixed event reminder message, and, the event reminder message is corresponding to refuse The weight for reminding the operation of details is checked absolutely；

And/or

According to the identity information of the event participant, and, it is being recorded in the historical behavior information with the thing The related user behavior record of part participant, determines the weight for contacting the operation of the participant, and, it intercepts from described The weight of the operation of the information of participant.

Optionally, the display unit 44 is specifically used for:

In the message to be presented, the target message to be presented for showing that weight is greater than setting weight is chosen；

In the interface of the mobile terminal, according to the displaying weight and the first specified weight of target message to be presented Sequentially, it determines the displaying sequence of target message to be presented, and shows target message to be presented；

At the corresponding operation entry display area of target message to be presented, according to target message pair to be presented The weight for the user's operation answered and the second specified weight sequence, determine the behaviour of the corresponding user's operation of target message to be presented Make the displaying sequence of entrance, and shows the operation entry of the corresponding user's operation of target message to be presented.

The embodiment of the present application also provides a kind of message display equipment, Fig. 5 is the message exhibition that one embodiment of the application provides Show the structural schematic diagram of equipment.As shown in figure 5, message display equipment can generate bigger difference because configuration or performance are different It is different, it may include one or more processor 701 and memory 702, can store one or one in memory 702 A application program stored above or data.Wherein, memory 702 can be of short duration storage or persistent storage.It is stored in memory 702 application program may include one or more modules (diagram is not shown), and each module may include to message exhibition Show the series of computation machine executable instruction in equipment.Further, processor 701 can be set to logical with memory 702 Letter executes the series of computation machine executable instruction in memory 702 in message display equipment.Message display equipment can be with Including one or more power supplys 703, one or more wired or wireless network interfaces 704, one or more Input/output interface 705, one or more keyboards 706 etc..

In a specific embodiment, message display equipment includes memory, processor and is stored in the memory Computer executable instructions that are upper and can running on the processor, the computer executable instructions are held by the processor Following below scheme is realized when row:

Obtain the message to be presented of the mobile terminal；

Optionally, when the computer executable instructions are executed by the processor, the message to be presented includes application PUSH message；According to the history row of application program belonging to the message to be presented, the content of the message to be presented and user For information, the displaying weight of the message to be presented is determined, comprising:

Optionally, when the computer executable instructions are executed by the processor, the message to be presented includes event Reminder message；According to the history row of application program belonging to the message to be presented, the content of the message to be presented and user For information, the displaying weight of the message to be presented is determined, comprising:

Optionally, when the computer executable instructions are executed by the processor, according to the event factor and user Historical behavior information, the initial weight is adjusted, the displaying weight of the event reminder message is obtained, comprising:

Optionally, when the computer executable instructions are executed by the processor, the message to be presented includes application PUSH message；According to the content of the message to be presented and the historical behavior information, determination is related to the message to be presented User's operation weight, comprising:

Optionally, when the computer executable instructions are executed by the processor, the message to be presented includes event Reminder message；According to the content of the message to be presented and the historical behavior information, determination is related to the message to be presented User's operation weight, comprising:

Optionally, when the computer executable instructions are executed by the processor, according to the event factor and described Historical behavior information determines the weight of user's operation relevant to the event reminder message, comprising:

And/or

Optionally, when the computer executable instructions are executed by the processor, according to the exhibition of the message to be presented Show that weight shows the message to be presented, and, the corresponding behaviour of the user's operation is shown according to the weight of the user's operation Make entrance, comprising:

Further, described computer-readable to deposit the embodiment of the present application also provides a kind of computer readable storage medium For storage media for storing computer executable instructions, the computer executable instructions realize above-mentioned message when being executed by processor Each process of methods of exhibiting embodiment, and have the same effect, it is not repeated herein.

Wherein, the computer readable storage medium includes read-only memory (Read-Only Memory, abbreviation ROM), random access memory (Random Access Memory, abbreviation RAM), magnetic or disk etc..

All the embodiments in this specification are described in a progressive manner, same and similar portion between each embodiment Dividing may refer to each other, and each embodiment focuses on the differences from other embodiments.Especially for system reality For applying example, since it is substantially similar to the method embodiment, so being described relatively simple, related place is referring to embodiment of the method Part explanation.

The above description is only an example of the present application, is not intended to limit this application.For those skilled in the art For, various changes and changes are possible in this application.All any modifications made within the spirit and principles of the present application are equal Replacement, improvement etc., should be included within the scope of the claims of this application.

Claims

1. a kind of message display method, which is characterized in that be applied to mobile terminal, comprising:

Obtain the message to be presented of the mobile terminal；

Believed according to the historical behavior of application program belonging to the message to be presented, the content of the message to be presented and user Breath, determines the displaying weight of the message to be presented；The displaying sequence for showing weight and being used to determine the message to be presented；

According to the content of the message to be presented and the historical behavior information, determining user relevant to the message to be presented The weight of operation；

The message to be presented is shown according to the displaying weight of the message to be presented, and, according to the power of the user's operation The corresponding operation entry of the user's operation is shown again.

2. the method according to claim 1, wherein the message to be presented includes applying PUSH message；According to The historical behavior information of application program belonging to the message to be presented, the content of the message to be presented and user, determines institute State the displaying weight of message to be presented, comprising:

3. the method according to claim 1, wherein the message to be presented includes event reminder message；According to The historical behavior information of application program belonging to the message to be presented, the content of the message to be presented and user, determines institute State the displaying weight of message to be presented, comprising:

According to the content of the event reminder message, the event factor for the event that is alerted is determined；Wherein, the event factor includes Time To Event and/or event participant；

According to the historical behavior information of the event factor and user, the initial weight is adjusted, obtains the event The displaying weight of reminder message.

4. according to the method described in claim 3, it is characterized in that, being believed according to the event factor and the historical behavior of user Breath, is adjusted the initial weight, obtains the displaying weight of the event reminder message, comprising:

Duration according to the Time To Event apart from current time, and, the use recorded in the historical behavior information of user Family includes the operation note of the historical events reminder message of Time To Event to event factor, determines the tune of the initial weight Integral coefficient；And/or the identity information according to the event participant, and, recorded in the historical behavior information of user with The related user behavior record of the event participant, determines the regulation coefficient of the initial weight；

According to the regulation coefficient of the determining initial weight, the initial weight is adjusted, the event is obtained and reminds The displaying weight of message.

5. the method according to claim 1, wherein the message to be presented includes applying PUSH message；According to The content of the message to be presented and the historical behavior information, the power of determining user's operation relevant to the message to be presented Weight, comprising:

It is recorded according to browsing of the user recorded in the historical behavior information of user to identical content type message, is answered described in determination With the corresponding weight for checking operation of PUSH message and the weight using the corresponding delete operation of PUSH message.

6. the method according to claim 1, wherein the message to be presented includes event reminder message；According to The content of the message to be presented and the historical behavior information, the power of determining user's operation relevant to the message to be presented Weight, comprising:

According to the event factor and the historical behavior information, user's operation relevant to the event reminder message is determined Weight.

7. according to the method described in claim 6, it is characterized in that, according to the event factor and the historical behavior information, Determine the weight of user's operation relevant to the event reminder message, comprising:

Duration according to the Time To Event apart from current time determines that the corresponding closing of the event reminder message is reminded The weight of operation, and, the corresponding weight for postponing prompting operation of the event reminder message, and, according to the historical behavior The user recorded in information includes the operation note of the historical events reminder message of Time To Event to event factor, determines institute The weight of the corresponding operation for checking prompting details of event reminder message is stated, and, the event reminder message is corresponding to be refused to look into See the weight for reminding the operation of details；

And/or

According to the identity information of the event participant, and, what is recorded in the historical behavior information joins with the event User behavior record related with personnel, determines the weight for contacting the operation of the participant, and, it intercepts and comes from the participation The weight of the operation of the information of personnel.

8. method according to any one of claims 1 to 7, which is characterized in that weighed according to the displaying of the message to be presented Show the message to be presented again, and, according to the weight of the user's operation show the user's operation it is corresponding operate into Mouthful, comprising:

It is suitable according to the displaying weight of target message to be presented and the first specified weight in the interface of the mobile terminal Sequence, determines the displaying sequence of target message to be presented, and shows target message to be presented；

It is corresponding according to target message to be presented at the corresponding operation entry display area of target message to be presented The weight of user's operation and the second specified weight sequence, determine that the operation of the corresponding user's operation of target message to be presented enters The displaying sequence of mouth, and show the operation entry of the corresponding user's operation of target message to be presented.

9. a kind of message display device characterized by comprising

First determination unit, for the application program according to belonging to the message to be presented, the content of the message to be presented and The historical behavior information of user determines the displaying weight of the message to be presented；The displaying weight is described wait open up for determining Show the displaying sequence of message；

Second determination unit, for the content and the historical behavior information according to the message to be presented, it is determining with it is described to Show the weight of the relevant user's operation of message；

Display unit, for showing the message to be presented according to the displaying weight of the message to be presented, and, according to described The weight of user's operation shows the corresponding operation entry of the user's operation.

10. device according to claim 9, which is characterized in that the message to be presented includes applying PUSH message；It is described First determination unit is specifically used for:

11. device according to claim 9, which is characterized in that the message to be presented includes event reminder message；It is described First determination unit is specifically used for:

12. device according to claim 11, which is characterized in that first determination unit also particularly useful for:

13. device according to claim 9, which is characterized in that the message to be presented includes applying PUSH message；It is described Second determination unit is specifically used for:

14. device according to claim 9, which is characterized in that the message to be presented includes event reminder message；It is described Second determination unit is specifically used for: