CN106529189B

CN106529189B - A kind of user classification method, application server and applications client

Info

Publication number: CN106529189B
Application number: CN201611062298.4A
Authority: CN
Inventors: 郭兴
Original assignee: Tencent Technology Shenzhen Co Ltd
Current assignee: Tencent Technology Shenzhen Co Ltd
Priority date: 2016-11-24
Filing date: 2016-11-24
Publication date: 2018-12-11
Anticipated expiration: 2036-11-24
Also published as: CN106529189A

Abstract

The embodiment of the present invention provides a kind of user classification method, application server and applications client, this method comprises: application server obtains the user of applications client acquisition in the corresponding guidance performance data of each guidance event；Data are showed in the corresponding guidance of each guidance event according to the user, determine that the user scores accordingly in each guidance event；It is scored accordingly according to the user in each guidance event, determines the guidance scoring of the user；It is scored according to the guidance of the user, is classified to the user.The embodiment of the present invention can accurately classify to the user for registering new account.

Description

A kind of user classification method, application server and applications client

Technical field

The present invention relates to data processing techniques, and in particular to a kind of user classification method, application server and application client End.

Background technique

Universal with internet, particularly mobile Internet, application program can all exist daily largely registers new account User；In these users, exists and just contact application program, be not familiar with the new user that application program uses, there is also registrations The old user of new account.For differentiated service, the reasonable distribution Service Source for realizing application program, generally require to determine to register The user of new account is the new user for belonging to just contact application program, still falls within the old user for registering new account, i.e., to registration The user of new account classifies.

Such as by taking the application program of type of play as an example, especially MOBA (Multiplayer Online Battle Arena Games, more online tactics competitive games of people) class competitive game, need to classify the user for registering the new account of game, really Make the old user for having game experience for registering new account, and the new user without game experience of the new account of registration；To swim New hand's stage of play makes to have the old user of game experience and the game services of the new user recommendation differentiated without game experience Obtaining game services resource can reasonably be distributed.

Therefore, how accurately to classify to the user for registering new account, be always what those skilled in the art studied Problem.

Summary of the invention

In view of this, the embodiment of the present invention provides a kind of user classification method, application server and applications client, with standard True classifies to the user for registering new account.

To achieve the above object, the embodiment of the present invention provides the following technical solutions:

A kind of user classification method is applied to application server, which comprises

The user for obtaining applications client acquisition shows data in the corresponding guidance of each guidance event；

Data are showed in the corresponding guidance of each guidance event according to the user, determine the user in each guidance thing Part scores accordingly；

It is scored accordingly according to the user in each guidance event, determines the guidance scoring of the user；

It is scored according to the guidance of the user, is classified to the user.

The embodiment of the present invention also provides a kind of user classification method, is applied to applications client, which comprises

Execute at least one guidance event；

It acquires user and shows data in the corresponding guidance of each guidance event；

The user is showed into data in the corresponding guidance of each guidance event, application server is sent to, so as to described Application server determines the guidance scoring of the user, so that the application server scores according to the guidance of the user, it is right The user classifies.

The embodiment of the present invention also provides a kind of application server, comprising:

Guidance performance data acquisition module, the user for obtaining applications client acquisition are corresponding in each guidance event Guidance performance data；

Event scoring determining module, for showing data in the corresponding guidance of each guidance event according to the user, really The fixed user scores accordingly in each guidance event；

Guidance scoring determining module determines the use for scoring accordingly according to the user in each guidance event The guidance at family is scored；

Categorization module classifies to the user for being scored according to the guidance of the user.

The embodiment of the present invention also provides a kind of applications client, comprising:

Event execution module is guided, for executing at least one guidance event；

Data acquisition module, for acquiring user in the corresponding guidance performance data of each guidance event；

Data transmission blocks are sent to and answer for the user to be showed data in the corresponding guidance of each guidance event With server, so that the application server determines the guidance scoring of the user, so that the application server is according to The guidance of user is scored, and is classified to the user.

Based on the above-mentioned technical proposal, the embodiment of the present invention can be based on user in the vectoring phase, and guidance event is corresponding to draw Performance data are led, determine the guidance scoring that reflection user shows in the vectoring phase, thus according to the guidance of reflection user's performance Scoring, classifies to user, so that obtained classification results accuracy with higher, is directed to different types of use to be subsequent Accurately differentiated application service is recommended at family, provides possibility.User's classification provided in an embodiment of the present invention, is being drawn based on user The performance for leading the stage classifies to user, can accurately classify to the user for registering new account, classification results have compared with High accuracy.

Detailed description of the invention

In order to more clearly explain the embodiment of the invention or the technical proposal in the existing technology, 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 embodiment of invention for those of ordinary skill in the art without creative efforts, can also basis The attached drawing of offer obtains other attached drawings.

Fig. 1 is the schematic diagram of equipment purchase guidance；

Fig. 2 is the architecture diagram that user classification method provided in an embodiment of the present invention realizes system；

Fig. 3 is the signaling process figure of user classification method provided in an embodiment of the present invention；

It is that directing step adds the signaling process figure marked that Fig. 4, which is provided in an embodiment of the present invention,；

Fig. 5 is the schematic diagram of the flag state of the directing step of application server record；

Fig. 6 is the schematic diagram of the flag state of the addition having time of application server record；

Fig. 7 is the schematic diagram that applications client uploads leader label, terminates label and guidance used time；

Fig. 8 is that application server determines the schematic diagram for being lost the directing step of user；

Fig. 9 is the schematic diagram of guidance performance data and scoring criteria under scene of game；

Figure 10 is under scene of game, and game server carries out the schematic diagram of user's classification；

Figure 11 is the structural block diagram of application server provided in an embodiment of the present invention；

Figure 12 is another structural block diagram of application server provided in an embodiment of the present invention；

Figure 13 is another structural block diagram of application server provided in an embodiment of the present invention；

Figure 14 is the another structural block diagram of application server provided in an embodiment of the present invention；

Figure 15 is the hardware block diagram of application server provided in an embodiment of the present invention；

Figure 16 is the structural block diagram of applications client provided in an embodiment of the present invention；

Figure 17 is another structural block diagram of applications client provided in an embodiment of the present invention.

Specific embodiment

Following will be combined with the drawings in the embodiments of the present invention, and technical solution in the embodiment of the present invention carries out clear, complete Site preparation description, it is clear that described embodiments are only a part of the embodiments of the present invention, instead of all the embodiments.It is based on Embodiment in the present invention, it is obtained by those of ordinary skill in the art without making creative efforts every other Embodiment shall fall within the protection scope of the present invention.

To register the user of new account, the usage mode of application program can be familiar with, the embodiment of the present invention can answer With Design guidance stage in program (i.e. new hand guides)；In the user for registering new account, the applications client of login application program When, applications client will enter the vectoring phase, and by executing guidance event, user be helped to be familiar with the use of application program；It answers With client when executing a guidance event, user can execute operation based on the directing step of guidance event, to complete to guide Event is familiar with the use of application program.

Such as by taking the application program of type of play as an example, the especially competitive game of MOBA class, in the user for registering new account When logging in game client, game client will execute game and guide event, user is helped to be familiar with game according to game design Playing method；Game guidance event such as equips purchase guidance event, technical ability release guidance event, game level clearance guidance event. As shown in Figure 1, game client, when executing equipment purchase guidance event, user is based on equipment purchase directing step, can swim Equipment is bought in play, completes equipment purchase guidance event.

To carry out user's classification, the embodiment of the present invention can set at least one guidance event, in the every execution of applications client When one guidance event, applications client can acquire guidance performance data corresponding with user's operation, obtain each guidance event Corresponding guidance performance data, and it is transmitted to application server；Application server is drawn accordingly by analyzing each guidance event Performance data are led, are scored for user in the operation performance of vectoring phase, to be classified based on scoring to user.

Based on above-mentioned thinking, Fig. 2 shows the framework that user classification method provided in an embodiment of the present invention realizes system, ginsengs According to Fig. 2, which may include: applications client 10 and application server 20.

Applications client 10 can be loaded on the user equipmenies such as the smart phone, tablet computer, laptop of user, The local service of application program is provided for user；Applications client is as loaded game client on a user device, SNS (Social Networking Serivces, social network services) client etc..

Application server 20 can be set in network side, provide network service for application program；Application server 20 can be with The server farm being made of multiple servers, it is also possible to be realized by individual server.

Based on system shown in Figure 2 framework, Fig. 3 shows the signaling flow of user classification method provided in an embodiment of the present invention Journey, referring to Fig. 3, which may include:

Step S10, when user logs in applications client, applications client executes at least one guidance event.

When the user for registering new account logs in applications client, applications client will enter the vectoring phase, execute setting At least one guidance event.

At least one signified guidance event can be herein, multiple guidance events for being executed in order in the vectoring phase or All guidance events of person；It is also likely to be, what the embodiment of the present invention filtered out in the guidance event of vectoring phase, it is able to reflect use Family uses the guidance event of the proficiency of application program.

Step S11, applications client acquires the user and shows data in the corresponding guidance of each guidance event.

Optionally, a guidance event only design may have a directing step, it is also possible to which nested designs have multiple guidance Step；Only one possible equipment purchase directing step of purchase guidance event is such as equipped, and outpost guidance event may be nested The directing step of outpost game rule, the directing step for being familiar with game skill etc. are familiar in design.

Applications client one guidance event of every execution, will wait and detects user's operation, be based on guidance event in user Directing step execute operation after, applications client will acquire user's operation guide accordingly show data, obtain user at this The corresponding guidance of guidance event shows data.

If the guidance event for the need acquisition guidance performance data that the embodiment of the present invention is set is multiple, applications client Terminate a guidance event, next guidance event will be entered, acquisition user is in the corresponding guidance performance of next guidance event It is corresponding in each guidance event to obtain user until all guidance events that need to acquire guidance performance data all terminate for data Guidance performance data.

The corresponding guidance performance tables of data of guidance event shows that user executes user based on the directing step of guidance event The performance of operation can measure application program of the user under the guidance of guidance event and use proficiency；Different types of guidance Guidance corresponding to event shows data may be not identical, and the embodiment of the present invention can be needed by presetting each guidance event The guidance of acquisition shows data type, and after user executes user's operation based on the directing step of a certain guidance event, acquisition Performance data type is guided with pre-set need to acquire of the guidance event, corresponding guidance performance data.

By taking the application program of type of play as an example, equipment purchase guidance event guides performance data can be accordingly, uses Family is based on equipment purchase directing step, buys the duration of equipment；Outpost guidance event guides performance data can be accordingly, uses The clearance duration at family, the duration for being familiar with outpost game rule, the duration for being familiar with technical ability, the output injury values at outpost etc..

Optionally, the embodiment of the present invention can be each directing step setting steps ID of each guidance event, and fixed simultaneously Justice need to acquire the step ID of the directing step of guidance performance data, when applications client detects currently performed directing step Step ID, when corresponding to that need to acquire the guidance performance step ID of directing step of data, applications client can acquire user at this The guidance of directing step shows data.

Step S12, the user is showed data in the corresponding guidance of each guidance event by applications client, is sent to and is answered Use server.

Optionally, after applications client has executed each guidance event, it is corresponding that each guidance event can be collected accordingly Guidance show data, and by each guidance event collected accordingly guide show data, be sent to application server.

Optionally, the quantity of at least one guidance event, can set, this hair according to the actual conditions of application program Bright embodiment is not intended to limit.The embodiment of the present invention can pre-define the vectoring phase, and to be able to reflect user ripe using application program The guidance event of white silk degree forms at least one described guidance event, by applications client acquisition and at least one described guidance thing Each guidance event in part guides performance data accordingly, and is transmitted to application server.

As for promoted with user gradation and unlock other guidance events (as in gaming, after user gradation is promoted, meeting It is corresponding to unlock other game guidance events, to help the high-order playing method of user's mastery play), it is believed that it is of the invention real Guidance event used in a sorted users is applied, may not be guidance event used in sorted users, it specifically can be according to using journey The actual conditions of sequence are set.

Step S13, application server shows data in the corresponding guidance of each guidance event according to the user, determines institute User is stated to score accordingly in each guidance event.

User scores expression accordingly in guidance event, and user executes operation under the directing step of guidance event Operation scoring is to user under the guidance of guidance event, and the score value for executing the proficiency of operation embodies, and can measure user and hold The proficiency for the operation that row guidance event is guided.

The embodiment of the present invention can transfer the corresponding standards of grading of predefined each guidance event, and user is drawn each The guidance performance data of event are led, standards of grading corresponding with guidance event are matched respectively, determine that user draws each Event is led to score accordingly.

Optionally, the corresponding standards of grading of each guidance event may is that the corresponding scoring criteria of each guidance event, obtain Minute mark standard indicates the guidance performance data of guidance event score.That is, the embodiment of the present invention can define each guidance event pair The scoring criteria answered, the corresponding scoring criteria of each guidance event indicate, and the guidance of each guidance event score shows data；

When user guides performance data in a certain guidance event accordingly, the guidance with the guidance event score shows data When matching, then user's score (score value be the scheduled score value of guidance event) in the guidance event, otherwise user is in the guidance Not score in event (i.e. score value is zero)；By determining that in the score of each guidance event, step S13 meaning is can be obtained in user User scores accordingly in each guidance event.

Optionally, the corresponding standards of grading of each guidance event are also possible that the corresponding standard that loses scores of each guidance event, The standard of losing scores of guidance event indicates, and the guidance that guidance event loses scores shows data.

Data are showed when user guides accordingly in a certain guidance event, show data with the guidance that the guidance event loses scores When matching, then user loses scores in the guidance event, and otherwise user does not lose scores in the guidance event, and (i.e. user is in the guidance thing Score on part)；By determining user's losing scores in each guidance event, then the user for obtaining step S13 meaning that can be reversed exists Each guidance event scores accordingly.

Step S14, application server scores according to the user in each guidance event accordingly, determines the user's Guidance scoring.

The guidance of user, which is scored, to be indicated, user executes the proficiency of operation in the vectoring phase of applications client Score value embodies, and can measure the proficiency that user uses application program.

Optionally, application server is analyzing user after each guidance event scores accordingly, can respectively draw user It leads event to score accordingly addition, determines the guidance scoring of user.

Optionally, due to the operation that user executes in different guidance events, the user that can reflect uses application program Proficiency degree it is different, the corresponding scoring weight of the also settable different guidance event of the embodiment of the present invention, it is however generally that, It can more reflect that user is higher using the scoring weight of the guidance event of the proficiency of application program；Such as with the application journey of type of play For sequence, the game proficiency that user is reflected in the operation of outpost guidance event should be higher than that, user buys guidance thing in equipment The scoring weight of the game proficiency that the operation of part is reflected, i.e. outpost guidance event can be higher than, equipment purchase guidance event Score weight.

Application server is analyzing user after each guidance event scores accordingly, and it is corresponding can to transfer each guidance event Scoring weight, user is scored accordingly in each guidance event, respectively multiplied by the scoring weight of respective guide event, is used Family is added in the corresponding weight scoring of each guidance event, then by user in the corresponding weight scoring of each guidance event, obtains user Guidance scoring；

I.e. for each guidance event, the embodiment of the present invention can by user guidance event scoring multiplied by guidance event phase The scoring weight answered obtains user and scores in the corresponding weight of each guidance event, then again that user is corresponding in each guidance event Weight score be added, obtain user guidance scoring.

Optionally, except by the way that different scoring weights is arranged for different guidance events, to embody different guidance event institutes The application program of reflection is different outer using proficiency, and also different obtain directly can be arranged for each guidance event in the embodiment of the present invention Point, thus showing after data match with corresponding standards of grading user in the guidance of different guidance events, user The score of different guidance events can be different；

Such as by taking the application program of type of play as an example, outpost guides the score of event, can be higher than, equipment purchase guidance event Score；To which user shows data in the guidance of outpost guidance event, matched with the standards of grading of outpost guidance event, and use Family shows data in the guidance of equipment purchase guidance event, when being matched with the standards of grading of equipment purchase guidance event, Yong Hu Outpost guides the scoring (i.e. the score of outpost guidance event) of event, can be higher than user in the scoring of equipment purchase guidance event (i.e. the score of equipment purchase guidance event), so that it is skilled to embody the game that user is reflected in the operation of outpost guidance event Degree, the game proficiency reflected higher than user in the operation of equipment purchase guidance event.

Step S15, it is scored according to the guidance of the user, is classified to the user.

Being scored due to the guidance of user is indicated, user executes the skilled of operation in the vectoring phase of applications client The score value of degree embodies, therefore user can be categorized into the new account of registration by the height of the guidance scoring according to user, application server Number old user (first kind user), or just contact application program new user (the second class user).

Optionally, the guidance scoring lower limit value of the settable first kind user of the embodiment of the present invention, if the guidance of user is commented Divide not less than guidance scoring lower limit value, then user can be classified as to first kind user, is somebody's turn to do if the guidance scoring of user is lower than User, then can be classified as the second class user by guidance scoring lower limit value.

Optionally, the guidance scoring lower limit value of first kind user is set, is only guidance of the embodiment of the present invention according to user Scoring, a kind of optional way that user is classified；The embodiment of the present invention can also be according to a large amount of true first kind users It scores in the guidance of vectoring phase, and guidance of a large amount of true second class users in the vectoring phase is scored, and is predefined and to draw Scoring and user type (first kind user and the second class user) cover half type really are led, to determine according to the determination model User type corresponding with the guidance of the step S14 user determined scoring determines that user is first kind user or the second class User.

In user classification method provided in an embodiment of the present invention, applications client can acquire user extremely in the vectoring phase The corresponding guidance of a guidance event less shows data, and is sent to application server；Application server can be according to the user Data are showed in the corresponding guidance of each guidance event, determine that the user scores accordingly in each guidance event, Jin Ergen It scores accordingly according to the user in each guidance event, determines the guidance scoring of the user, the guidance based on the user Scoring classifies to the user, realizes the classification purpose of user.

The embodiment of the present invention can be based on user in the vectoring phase, and the corresponding guidance of guidance event shows data, determines The guidance scoring that reflection user shows in the vectoring phase divides user to be scored according to the guidance of reflection user's performance Class, so that obtained classification results accuracy with higher, recommends accurately to distinguish to be subsequent for different types of user Change application service, possibility is provided.User's classification provided in an embodiment of the present invention, based on user the vectoring phase performance to Family is classified, and can accurately be classified to the user for registering new account, classification results accuracy with higher.

Optionally, after classifying to user, application server can use application clothes by applications client in user During business, recommend the service of differentiated for different types of user.

Optionally, application server can recommend first kind service for first kind user, recommend the second class for the second class user Service, first kind service are different from the service of the second class；Correspondingly, if the user is classified as first kind user, using visitor Family end can obtain the first kind service that the application server is recommended, if the user is classified as the second class user, application Client can obtain the second class service that the application server is recommended.

The first kind service and the second class service that application server provides can be set according to the specific service conditions of application program Fixed, there is no fixed forms；One optional mode can be, since first kind user is the old user for registering new account, Therefore the subsequent application program to first kind user can be reduced using guidance, user skillfully using application program on the basis of push away Recommend first kind service；And since the second class user is the new user of rigid contact application program, it is subsequent to recommend to help to use Family skillfully uses the second class service of application program.

User classification method provided in an embodiment of the present invention can be applied to scene of game, classify for game user, really The user for making the registration new account of game is the old user (first kind user) for having game experience, again without the new of game experience User (the second class user).

Optionally, in the embodiment of the present invention, applications client, can also be in each of guidance event when executing guidance event When directing step executes, beginning label is added for each directing step, and at the end of each directing step of the event of guidance, be Each directing step addition terminates label, so that the beginning label and end by each directing step mark, tracking user works as The preceding guidance event at the vectoring phase, and the directing step (directing step of guidance event in guidance event One guidance of corresponding guidance event)；And it can be by guiding the beginning label of each directing step of event and terminating to mark Note determines user in the corresponding duration of each directing step of guidance event；Further, can by only having beginning label, and It is not over the directing step of label, determines the directing step for being lost user.

Optionally, the signaling process that Fig. 4 shows to guide the directing step addition label of event, referring to Fig. 4, the process May include:

Step S20, applications client often detects that a directing step of a guidance event starts, for the directing step Add beginning label.

As described above, a guidance event only design may have a directing step, it is also possible to which nested designs have multiple Directing step；When applications client often detects that a directing step starts, beginning label can be added for the directing step.One Starting for a directing step may be to terminate to be triggered by a upper directing step for the directing step.

Optionally, the embodiment of the present invention can be each directing step setting steps ID, when a directing step starts, Applications client can be embodied as directing step addition beginning label by adding beginning label for the step ID of the directing step

Step S21, applications client notice application server is added with the directing step of beginning label.

Optionally, applications client can be realized by uploading the step ID of addition beginning label to application server to answering The directing step of beginning label is added with server notice.

Step S22, application server receives the notice of applications client, and record is added with the directing step of beginning label.

Optionally, application server can receive what applications client was notified, add the step ID of beginning label, realize The determination of directing step added with beginning label.

Step S23, applications client often detects that a directing step of a guidance event terminates, for the directing step Addition terminates label.

Applications client can add beginning label when a directing step starts for the directing step, and in the guidance At the end of step, label can be terminated for directing step addition.One directing step terminates to may be that user completes guidance Operation.

Optionally, applications client can terminate at the end of a directing step for the step ID addition of the directing step Label, being embodied as directing step addition terminates label.

Step S24, applications client notice application server is added with the directing step for terminating label.

Optionally, applications client can terminate the step ID of label by uploading addition to application server, realize to answering With server notice added with the directing step for terminating label.

Step S25, application server receives the notice of applications client, and record is added with the directing step for terminating label, With the flag state of each directing step of determination.

Optionally, application server can receive what applications client was notified, real added with the step ID for terminating label Determination now added with the directing step for terminating label.

Correspondingly, applications client passes through the directing step that beginning label is constantly added with to application server notice, With added with the directing step for terminating label, application server can determine the flag state of each directing step.Directing step Flag state includes: the directing step added with beginning label and end label, and/or, only it is added with the guidance of beginning label Step.

Optionally, application server can track the step of guidance at user according to the flag state of each directing step Suddenly.

Optionally, application server is in the step ID added with beginning label for being determined that applications client uploads, and adds After the step ID for terminating label, the step ID, Huo Zhetong added with beginning label that are uploaded recently based on applications client It crosses and determines that the step ID of the ID value maximum added with beginning label (establishes the value in step ID, with the sequence of directing step It is incremented by), application server can determine that user enters in the corresponding directing step of step ID；Based on applications client it is nearest on The step ID added with end label passed, or pass through and determine the step ID added with the ID value maximum for terminating to mark, application Server can determine that user completes the corresponding directing step of step ID, realize to directing step at user with Track.

Such as the notice with application server shown in Fig. 5 based on applications client, the label shape of each directing step recorded State, application server can determine that user is currently in the 2nd directing step of guidance event 3.

Optionally, the beginning label of each directing step shown in Fig. 5 can also be corresponding with the label time of beginning label, respectively draw The end label for leading step can also be corresponding with the label time for terminating label, and corresponding signal is as shown in Figure 6；Directing step is opened Begin the label time marked, can be synchronous addition when directing step adds beginning label in applications client, and be uploaded to and answer With server, the label time of the end label of directing step can be that directing step addition terminates label in applications client When synchronous addition, and be uploaded to application serve.

Optionally, for each directing step of each guidance event, applications client is that directing step addition is opened When beginning to mark, the guidance timing of the directing step can be carried out, and when applications client is that directing step addition terminates label, Terminate timing, so that applications client can determine that user in the guidance of the directing step by the timing duration of directing step Used time, and the guidance used time of each directing step is uploaded to server；Optionally, Fig. 7 shows applications client upload and draws It leads the leader label of step, terminate the optional signal of label and guidance used time, can refer to.

Optionally, a guidance event may have multiple directing steps, by the starting directing step for determining guidance event Beginning label the label time, and guidance event end directing step end label the label time, server may be used also Determine the used time of a guidance event；As shown in fig. 6, the used time of guidance event 2 is 1 minute.

Optionally, the guidance event of vectoring phase is not completed in a certain user, and when the not landed application program of setting time, Application server can determine whether the customer churn, and application server can be by transferring the user in the vectoring phase, each directing step Flag state, determine be lost user directing step (i.e. determine user which directing step be lost)；

Optionally, the directing step for being lost user can be the directing step that only beginning label is not over label；Such as With the flag state of each directing step shown in Fig. 8, application server can determine that user one month before the 2nd of guidance event 3 A directing step is lost.

Application server is after the directing step for determining to be lost user, if it find that the loss number of users of directing step reaches To setting numerical value, then the loss number of users of the directing step can be prompted to reach setting numerical value to the developer of application program, To prompt developer be easy be lost user directing step so that developer to it is easy be lost user directing step into Row guidance improves, and the retention for promoting user may.

Method content based on foregoing description, user classification method provided in an embodiment of the present invention can be applicable to scene of game In, especially in the competitive game of MOBA class, so that the user for the registration new account of game classifies, determine to register new account Number the old user (first kind user) for having game experience, and the new user (the second class user) without game experience；So as to user When racing matching, the new user without game experience to be classified can be matched to race together, the new account of the registration classified Number the old user for having game experience, can be matched and race together, promote game and race matched accuracy.

The present inventor has found that a game is raced after the game that there is sports playing method to MOBA etc. is studied In, it is very with there is strength of the user of game sports experience in game sports to differ without the user of game sports experience Big, therefore in the user that new hand's stage will have game sports experience, it is matched together with the user of no game sports experience Sports, are very unreasonable；To solve this problem, it is necessary to the sports matching scheme of game be optimized, in new hand Stage races together by there is the user of game sports experience to match as far as possible, and the user of no game sports experience to the greatest extent may be used The matching of energy is raced together, promotes the matched accuracy of game sports.

By user classification method provided in an embodiment of the present invention, it can determine that the user of the registration new account of game is that have The first kind user of game sports experience, or the second class user without game sports experience, so as to adjust first kind user's (Match Making Rating, match matching classification, match matching classification are used to ensure user's energy of close game to initial MMR Enough matchings are raced together) the initial MMR value of value and the second class user, so that the initial MMR value of first kind user is different from the The initial MMR value of two class users promotes first if the initial MMR value of first kind user is higher than the initial MMR value of the second class user Class user is matched to race together, and the second class user is matched a possibility that racing together.

In specific scene of game, the embodiment of the present invention can be based on game history data, count the new account of each registration game Number winning rate of the user in game sports are played a game, and define winning rate threshold value, distinguish the high winning rate that winning rate is higher than winning rate threshold value User and winning rate are lower than the low winning rate user of winning rate threshold value；

By performance data of the analysis high winning rate user and low winning rate user in game guidance event, can analyze can Reflect that the other game guidance event of high winning rate user and low winning rate user area and corresponding guidance show data, defines game visitor Family end guides event at least one game that new hand's vectoring phase need to acquire guidance performance data, and defines each game and draw The scoring criteria of event is led, game guidance event may be considered the performance shape of guidance event described above in scene of game Formula.

To which when the user for registering new account logs in game client progress game, game client can acquire user Data are showed in the guidance of at least one predefined game guidance event, it is corresponding in each game guidance event based on user Guidance performance data, judge that new registration user is the first kind user for having game experience, or the second class without game experience User.

Specifically, game client will draw into new hand when user logs in game client using the account of new registration It leads the stage, game client can acquire user and guide event in the predefined game that need to acquire guidance performance data, corresponding Guidance performance data, and it is transmitted to game server；

Game server can show data in the corresponding guidance of each game guidance event according to user, determine user each A game guidance event scores accordingly, and determines that user draws in game in the scoring of each game guidance event according to user Lead the guidance scoring in stage；

Game server can will guidance scoring not less than the user of the guidance scoring lower limit value of first kind user, be determined as the A kind of user (i.e. with the old user of sports experience, the account progress game of the currently used new registration of the old user), will guide Scoring is determined as the second class user lower than the user of guidance scoring lower limit value (i.e. without the new user of sports experience).

And then game server can adjust the initial MMR value of first kind user and the initial MMR value of the second class user, make The initial MMR value for obtaining first kind user, higher than the initial MMR value of the second class user.In this way, can will have when racing matching The first kind user of game sports experience races together in new hand's stage match, and the second class of no game sports experience is used Family is raced together in new hand's stage match, and user and the user of close game are matched sports, is promoted matched Reasonability and accuracy.

Optionally, game server can also recommend different game services for first kind user and the second class user:

On the one hand, as be directed to first kind user, game server can recommended user participating user to the competing of user (PVP) Skill, and be the guidance corresponding with PVP sports of first kind user setting；For the second class user, game server can recommended user Man-machine sports are participated in, and are guided for the second class user setting is corresponding with man-machine sports, so that the second skilled game of class user Playing method and technical ability use；

On the other hand, game server can also match the higher game level of game difficulty for first kind user, be the Two class users match the lower game level of game difficulty, as first kind user matched game level game difficulty, It is higher than, for the game difficulty of the second matched game level of class user, to realize that game difficulty classify based on user is moved State adjustment, allows users to carry out game in the game level being consistent with own strength；

In another aspect, game server can walk for the hero of first kind user recommended games, the game of advanced level user is competing The information such as skill video are the information such as operating guidance, the Hero Introduction of second class user's recommended games.

Optionally, for competitive game, a guidance event is typically designed as a game level, by swimming The multiple directing steps of setting in play outpost, to guide user to be familiar with game play；In general, the guidance event of competitive game can be with Be divided into elementary teaching type game level (user only with computer race) and truly boundless type game level (user with Other users sports), therefore in new hand's vectoring phase of game, the elementary teaching type for the guidance user that the present invention can be set The game level of game level and truly boundless type, the game of the game level and truly boundless type of elementary teaching type Outpost may be provided with multiple directing steps, and the directing step of game level of the user based on elementary teaching type is grasped To make, the guidance of achievable base game teaching, the directing step of game level of the user based on truly boundless type operates, The guidance of achievable game truly boundless；

Draw corresponding to the operation of the game level of elementary teaching type correspondingly, user will be recorded in game client Performance data and the user guidance corresponding to the operation of the game level of truly boundless type performance data are led, and are uploaded to Server；The scoring criteria of the game level of game level and truly boundless type of the server based on elementary teaching type, it is right User scores in the performance of the game level of elementary teaching type and the game level of truly boundless type.

Optionally, the game level of Fig. 9 shows a kind of elementary teaching type game level and truly boundless type needs The guidance performance data of acquisition and the optional signal of scoring criteria；Obviously, the form and score of the data of guidance performance shown in Fig. 9 The content of standard is only optional, the concrete form and specific scoring criteria of guidance performance data, can be according to the practical feelings of game Depending on the specific service conditions of condition or application program, and it is not fixed.

For shown in Fig. 9, application server can show user in each guidance of the game level of elementary teaching type Data are matched with corresponding scoring criteria respectively, determine user in the scoring of the game level of elementary teaching type；Together When, by user the game level of truly boundless type each guidance show data, respectively with corresponding scoring criteria carry out Match, determines user in the scoring of the game level of truly boundless type；To combine user in the game of elementary teaching type The scoring at outpost, and the scoring of the game level in truly boundless type obtain user and draw in new hand's vectoring phase of game Scoring is led, and the scoring of the guidance based on user carries out user's classification.Optionally, Figure 10 shows game server and carries out user point The processing of class is illustrated, and can refer to.

For the numerical value of the scoring criteria shown in Fig. 9, game server can analyze true first kind user and teach on basis The performance for learning the game level of type and the game level of truly boundless type, determines that the guidance of true first kind user is commented Divide lower limit value；If the guidance scoring lower limit value of first kind user is 7 points, then the guidance scoring of user is lower than 7 points, it is believed that Yong Hushi The guidance scoring of the second class user without game experience, user are equal to or higher than 7 points, it is believed that user is have game experience first Class user.

Optionally, elementary teaching shown in Fig. 9 closes clearance duration, and elementary teaching closes equipment purchase consumption duration etc., can pass through Game client is that game guides each directing step of event to add beginning label and timing and when addition terminates label, Terminate timing to realize；And game client added with beginning label, terminate label directing step and beginning label label when Between, terminate the label time of label, the information such as time-consuming of directing step are recorded constantly game server is sent to.

Optionally, the flag state (directing step for the directing step that game server is uploaded by analysis applications client Beginning label and terminate label), can analyze out the directing step for being lost user, i.e. only beginning label, be not over mark The directing step of note prompts game developer to improve to there is the directing step for being lost user in game.

Content is embodied in the embodiment of the present invention under above-mentioned scene of game, is only the embodiment of the present invention under scene of game Optional embodiment.Obviously, the embodiment of the present invention, which is removed, applies in the game of the types such as sports, can be applied in others It is provided in the application program of new hand's guidance, is different types of note accurately to classify to the user for registering new account The user of the new account of volume recommends differentiated service to provide may.

Application server provided in an embodiment of the present invention is introduced below, application server content described below, It may be considered the application server user classification method that embodiment provides to realize the present invention, the functional module frame of required setting Structure.

Figure 11 is the structural block diagram of application server provided in an embodiment of the present invention, referring to Fig.1 1, which can To include:

Guidance performance data acquisition module 100, for obtaining the user of applications client acquisition in each guidance event pair The guidance performance data answered；

Event scoring determining module 110, for showing data in the corresponding guidance of each guidance event according to the user, Determine that the user scores accordingly in each guidance event；

Guidance scoring determining module 120, for being scored accordingly according to the user in each guidance event, described in determination The guidance of user is scored；

Categorization module 130 classifies to the user for being scored according to the guidance of the user.

Optionally, event scoring determining module 110, is used for according to the user in the corresponding lead schedule of each guidance event Existing data, determine that the user scores accordingly in each guidance event, specifically include:

Transfer the corresponding standards of grading of predefined each guidance event；

The user is showed into data in the guidance of each guidance event, is matched respectively with corresponding standards of grading, Determine that the user scores accordingly in each guidance event.

Optionally, the corresponding standards of grading of each guidance event include: the corresponding scoring criteria of each guidance event； The corresponding scoring criteria instruction of each guidance event, the guidance of each guidance event score show data；

The determining module 110 correspondingly, event scores, for the user to be showed number in the guidance of each guidance event According to, it is matched respectively with corresponding standards of grading, determines that the user scores accordingly in each guidance event, it is specific to wrap It includes:

The user is showed into data in the guidance of each guidance event, shows data with the guidance of corresponding score respectively It is matched；

If the user guides the guidance of event to show data at one, data are showed with the guidance of corresponding score Match, it is determined that the user is in the guidance event score；

If the user guides the guidance of event to show data at one, data are showed not with the guidance of corresponding score Matching, it is determined that the user is in the guidance event not score.

Optionally, guidance scoring determining module 120, for being scored accordingly according to the user in each guidance event, The guidance scoring for determining the user, specifically includes:

The user is scored addition accordingly in each guidance event, obtains the guidance scoring of the user；

Or, each guidance event is called to score accordingly weight, the user is scored accordingly in each guidance event, point Not multiplied by corresponding scoring weight, the user is obtained in the corresponding weight scoring of each guidance event, the user is respectively being drawn It leads the corresponding weight scoring of event to be added, obtains the guidance scoring of the user.

Optionally, a guidance event can correspond at least one directing step；Figure 12 shows the embodiment of the present invention and mentions Another structural block diagram of the application server of confession, in conjunction with shown in Figure 11 and Figure 12, which can also include:

The flag state determining module 140 of directing step, for receiving the notice of applications client, record is added with beginning The directing step of label, and added with the directing step for terminating label, with the flag state of each directing step of determination.

Optionally, as shown in figure 12, server provided in an embodiment of the present invention can also include:

Usertracking module 150 tracks guidance at the user for the flag state according to each directing step Step.

Time recording module 160 records the label of the beginning label of directing step for receiving the notice of applications client Time, the label time of the end label of directing step and the guidance used time of directing step.

It is lost directing step determining module 170, if not completing the guidance event of vectoring phase for the user, and is set It fixes time not landed applications client, transfers the user in the corresponding flag state of each directing step；Existed according to the user The corresponding flag state of each directing step, determines the directing step for only having beginning label to be not over label, by the directing step It is determined as the directing step of the customer churn.

Optionally, classify to the user, specifically for being scored according to the guidance of the user categorization module 130 Include:

If the guidance of the user is scored, not less than the guidance scoring lower limit value of first kind user, by the user point Class is first kind user；

If the guidance of the user is scored, lower than guidance scoring lower limit value, the user is classified as the second class User.

Optionally, Figure 13 shows another structural block diagram of application server provided in an embodiment of the present invention, in conjunction with Figure 11 With shown in Figure 13, which can also include:

Service recommendation module 180 for recommending first kind service for first kind user, and recommends second for the second class user Class service, first kind service are different from the service of the second class.

Optionally, under scene of game, especially under the competitive game scene of MOBA class, applications client can be game Client, application server can be game server；Optionally, Figure 14 shows application service provided in an embodiment of the present invention The another structural block diagram of device, in conjunction with shown in Figure 13 and Figure 14, which can also include:

MMR value adjusts module 190, for adjusting the initial MMR value of first kind user and the initial MMR of the second class user Value, makes the initial MMR value of first kind user, different from the initial MMR value of the second class user.

Optionally, under scene of game, server recommending module 180, for recommending first kind service for first kind user, And recommend the second class service for the second class user, it can specifically include:

Recommend sports of the first kind user participating user to user, and the second class user is recommended to participate in man-machine sports.

Optionally, under scene of game, game server can also match respectively for first kind user and the second class user Game level, and be the game difficulty of the matched game level of first kind user, it is higher than, for the second matched trip of class user The game difficulty at play outpost, to realize the outpost dynamic adjusting of difficulty based on user's strength.

The hardware configuration of application server provided in an embodiment of the present invention can be as shown in figure 15, comprising: processor 1 leads to Believe interface 2, memory 3 and communication bus 4；

Wherein processor 1, communication interface 2, memory 3 complete mutual communication by communication bus 4；

Optionally, communication interface 2 can be the interface of communication module, such as the interface of gsm module；

Processor 1 may be a central processor CPU or specific integrated circuit ASIC (Application Specific Integrated Circuit), or be arranged to implement the integrated electricity of one or more of the embodiment of the present invention Road.

Memory 3 may include high speed RAM memory, it is also possible to further include nonvolatile memory (non-volatile Memory), a for example, at least magnetic disk storage.

Wherein, processor 1 is specifically used for:

It is scored according to the guidance of the user, is classified to the user.

Applications client provided in an embodiment of the present invention is introduced below, applications client described below can with it is upper The method content of text description corresponds to each other reference.

Figure 16 is the structural block diagram of applications client provided in an embodiment of the present invention, referring to Fig.1 6, which can To include:

Event execution module 200 is guided, for executing at least one guidance event；

Data acquisition module 210, for acquiring user in the corresponding guidance performance data of each guidance event；

Data transmission blocks 220 are sent to for the user to be showed data in the corresponding guidance of each guidance event Application server, so that the application server determines the guidance scoring of the user, so that the application server is according to institute The guidance scoring for stating user, classifies to the user.

Optionally, application server determines guidance scoring and application server the drawing according to the user of the user Scoring is led, to the concrete mode that the user classifies, is referred to corresponding portion above.

Optionally, a guidance event corresponds at least one directing step；As shown in figure 16, applications client can also wrap It includes:

Beginning label addition and notification module 230, for often detecting that a directing step of a guidance event starts, Beginning label is added for the directing step, and the application server is notified to be added with the directing step of beginning label；

Terminate label addition and notification module 240, for often detecting that a directing step of a guidance event terminates, Adding for the directing step terminates label, and notifies the application server added with the directing step for terminating label；

Time record and notification module 250, for recording the mark of beginning label when adding beginning label for directing step Between clocking, and notify the label time of the beginning label of the application server directing step, and, it is tied being added for directing step When beam marks, the label time of record end label, and notify the label of the end label of the application server directing step Time；

Timing recording and notification module 260 are guided, for when adding beginning label for directing step, starting guidance meter When, and when adding for directing step terminates label, terminate guidance timing, the guidance timing of directing step is notified into the application Server.

Optionally, Tu16Zhong, applications client can also be only arranged, and beginning label addition and notification module 230 are marked with end Note addition and notification module 240, and it is not provided with time record and notification module 250, and guidance timing recording and notification module 260；Optionally, setting the time record and notification module 250, with guidance timing recording and notification module 260 at least one, Setting can be matched with the addition of end label and notification module 240 with beginning label addition and notification module 230.

Optionally, Figure 17 shows another structural block diagrams of applications client provided in an embodiment of the present invention, in conjunction with Figure 16 And Figure 17, the applications client can also include:

Recommendation service obtains module 270, if being classified as first kind user for the user, obtains the application clothes The first kind service that business device is recommended；If the user is classified as the second class user, obtain what the application server was recommended Second class service, first kind service are different from the service of the second class.

Optionally, applications client may be disposed in user equipment, and the structure of user equipment can be same as shown in Figure 15, It include: processor, communication interface, memory and communication bus；

The corresponding program of applications client can be stored in memory, processor can call the program to realize following purposes:

Execute at least one guidance event；

Each embodiment in this specification is described in a progressive manner, the highlights of each of the examples are with other The difference of embodiment, the same or similar parts in each embodiment may refer to each other.For device disclosed in embodiment For, since it is corresponded to the methods disclosed in the examples, so being described relatively simple, related place is said referring to method part It is bright.

Professional further appreciates that, unit described in conjunction with the examples disclosed in the embodiments of the present disclosure And algorithm steps, can be realized with electronic hardware, computer software, or a combination of the two, in order to clearly demonstrate hardware and The interchangeability of software generally describes each exemplary composition and step according to function in the above description.These Function is implemented in hardware or software actually, the specific application and design constraint depending on technical solution.Profession Technical staff can use different methods to achieve the described function each specific application, but this realization is not answered Think beyond the scope of this invention.

The step of method described in conjunction with the examples disclosed in this document or algorithm, can directly be held with hardware, processor The combination of capable software module or the two is implemented.Software module can be placed in random access memory (RAM), memory, read-only deposit Reservoir (ROM), electrically programmable ROM, electrically erasable ROM, register, hard disk, moveable magnetic disc, CD-ROM or technology In any other form of storage medium well known in field.

The foregoing description of the disclosed embodiments enables those skilled in the art to implement or use the present invention. Various modifications to these embodiments will be readily apparent to those skilled in the art, as defined herein General Principle can be realized in other embodiments in the case where not departing from core of the invention thought or scope.Therefore, originally Invention is not intended to be limited to the embodiments shown herein, and is to fit to and the principles and novel features disclosed herein Consistent widest scope.

Claims

1. a kind of user classification method, which is characterized in that be applied to application server, which comprises

Data are showed in the corresponding guidance of each guidance event according to the user, determine the user in each guidance event phase The scoring answered；

It is scored according to the guidance of the user, is classified to the user.

2. user classification method according to claim 1, which is characterized in that it is described according to the user in each guidance thing The corresponding guidance of part shows data, and determining that the user scores accordingly in each guidance event includes:

The user is showed into data in the guidance of each guidance event, is matched, is determined with corresponding standards of grading respectively The user scores accordingly in each guidance event.

3. user classification method according to claim 2, which is characterized in that the corresponding scoring mark of each guidance event Standard includes: the corresponding scoring criteria of each guidance event；The corresponding scoring criteria instruction of each guidance event, each guidance event The guidance of score shows data；

It is described that the user is showed into data in the guidance of each guidance event, it is matched respectively with corresponding standards of grading, Determining that the user scores accordingly in each guidance event includes:

The user is showed into data in the guidance of each guidance event, is carried out respectively with the guidance of corresponding score performance data Matching；

If the user guides the guidance of event to show data at one, Data Matching is showed with the guidance of corresponding score, Then determine the user in the guidance event score；

If the user guides the guidance of event to show data at one, with the guidance of corresponding score performance data not Match, it is determined that the user is in the guidance event not score.

4. user classification method according to claim 1, which is characterized in that it is described according to the user in each guidance thing Part scores accordingly, determines that the guidance scoring of the user includes:

Or, each guidance event is called to score accordingly weight, the user is scored accordingly in each guidance event, is multiplied respectively With the weight that scores accordingly, the user is obtained in the corresponding weight scoring of each guidance event, by the user in each guidance thing The corresponding weight scoring of part is added, and obtains the guidance scoring of the user.

5. user classification method according to claim 1, which is characterized in that a guidance event corresponds at least one guidance Step；The method also includes:

The notice of applications client is received, record is added with the directing step of beginning label, and added with the guidance for terminating label Step, with the flag state of each directing step of determination.

6. user classification method according to claim 5, which is characterized in that the method also includes:

The notice for receiving applications client records the label time of the beginning label of directing step, the end label of directing step The label time and directing step the guidance used time.

7. user classification method according to claim 5, which is characterized in that the method also includes:

According to the flag state of each directing step, directing step at the user is tracked；

Or, transferring institute if the user does not complete the guidance event of vectoring phase, and the not landed applications client of setting time User is stated to determine in the corresponding flag state of each directing step according to the user in the corresponding flag state of each directing step The directing step, is determined as the directing step of the customer churn by the only beginning label directing step that is not over label.

8. user classification method according to claim 1-7, which is characterized in that the drawing according to the user Scoring is led, carrying out classification to the user includes:

If the guidance of the user is scored, not less than the guidance scoring lower limit value of first kind user, the user is classified as First kind user；

9. user classification method according to claim 8, which is characterized in that the method also includes:

Recommend first kind service for first kind user, and recommend the second class service for the second class user, the first kind service with The second class service is different.

10. user classification method according to claim 8, which is characterized in that the application server is game server, The method also includes:

The initial match matching classification MMR value of first kind user and the initial MMR value of the second class user are adjusted, the first kind is used The initial MMR value at family, different from the initial MMR value of the second class user.

11. user classification method according to claim 9, which is characterized in that the application server is game server； It is described that recommend first kind service for first kind user include: to recommend sports of the first kind user participating user to user；It is described to be It includes: that the second class user is recommended to participate in man-machine sports that second class user, which recommends the second class service,.

12. user classification method according to claim 8, which is characterized in that the application server is game server, The method also includes:

Game level is matched respectively for first kind user and the second class user, and is the matched game level of first kind user Game difficulty is higher than, for the game difficulty of the second matched game level of class user.

13. a kind of user classification method, which is characterized in that be applied to applications client, which comprises

Execute at least one guidance event；

The user is showed into data in the corresponding guidance of each guidance event, application server is sent to, so as to the application Server determines the guidance scoring of the user, so that the application server scores according to the guidance of the user, to described User classifies.

14. user classification method according to claim 13, which is characterized in that a guidance event corresponds at least one and draws Lead step；The method also includes:

It often detects that a directing step of a guidance event starts, adds beginning label for the directing step, and notify institute State the directing step that application server is added with beginning label；

And often detect that a directing step of a guidance event terminates, adding for the directing step terminates label, and notifies The application server is added with the directing step for terminating label.

15. user classification method according to claim 14, which is characterized in that the method also includes:

When adding beginning label for directing step, the label time of beginning label is recorded, and the application server is notified to draw Lead the label time of the beginning label of step, and, for directing step add terminate label when, record end label label when Between, and notify the label time of the end label of the application server directing step；

And/or when adding beginning label for directing step, start to guide timing, and terminate label adding for directing step When, terminate guidance timing, the guidance used time of directing step is notified into the application server.

16. user classification method according to claim 14, which is characterized in that the method also includes:

If the user is classified as first kind user, the first kind service that the application server is recommended is obtained；

If the user is classified as the second class user, the second class service that the application server is recommended is obtained, described the One kind service is different from the second class service.

17. a kind of application server characterized by comprising

Guidance performance data acquisition module, for obtaining the user of applications client acquisition in the corresponding guidance of each guidance event Show data；

Event scoring determining module determines institute for showing data in the corresponding guidance of each guidance event according to the user User is stated to score accordingly in each guidance event；

Guidance scoring determining module determines the user's for scoring accordingly according to the user in each guidance event Guidance scoring；

18. application server according to claim 17, which is characterized in that a guidance event corresponds at least one guidance Step；The application server further include:

The flag state determining module of directing step, for receiving the notice of applications client, record is added with beginning label Directing step, and added with the directing step for terminating label, with the flag state of each directing step of determination.

19. application server according to claim 17, which is characterized in that the categorization module, for according to the use The guidance at family is scored, and is classified to the user, is specifically included:

If the guidance of the user is scored, lower than guidance scoring lower limit value, the user is classified as the second class user；

The application server further include:

Service recommendation module for recommending first kind service for first kind user, and recommends the second class service for the second class user, The first kind service is different from the second class service.

20. application server according to claim 19, which is characterized in that the application server is game server, The application server further include:

MMR value adjusts module, for adjusting the initial MMR value of first kind user and the initial MMR value of the second class user, makes the The initial MMR value of a kind of user, different from the initial MMR value of the second class user.

21. a kind of applications client characterized by comprising

Event execution module is guided, for executing at least one guidance event；

Data transmission blocks are sent to for the user to be showed data in the corresponding guidance of each guidance event using clothes Business device, so that the application server determines the guidance scoring of the user, so that the application server is according to the user Guidance scoring, classify to the user.

22. applications client according to claim 21, which is characterized in that a guidance event corresponds at least one guidance Step；The applications client further include:

Beginning label addition and notification module draw for often detecting that a directing step of a guidance event starts for this Step addition beginning label is led, and the application server is notified to be added with the directing step of beginning label；

Terminate label addition and notification module, for often detecting that a directing step of a guidance event terminates, draws for this Leading step addition terminates label, and notifies the application server added with the directing step for terminating label.