CN106529189A - User classifying method, application server and application client-side - Google Patents

User classifying method, application server and application client-side Download PDF

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Publication number
CN106529189A
CN106529189A CN201611062298.4A CN201611062298A CN106529189A CN 106529189 A CN106529189 A CN 106529189A CN 201611062298 A CN201611062298 A CN 201611062298A CN 106529189 A CN106529189 A CN 106529189A
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China
Prior art keywords
user
guiding
event
scoring
directing step
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Granted
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CN201611062298.4A
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Chinese (zh)
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CN106529189B (en
Inventor
郭兴
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Tencent Technology Shenzhen Co Ltd
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Tencent Technology Shenzhen Co Ltd
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Priority to CN201611062298.4A priority Critical patent/CN106529189B/en
Publication of CN106529189A publication Critical patent/CN106529189A/en
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    • GPHYSICS
    • G16INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16ZINFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS, NOT OTHERWISE PROVIDED FOR
    • G16Z99/00Subject matter not provided for in other main groups of this subclass

Abstract

The embodiment of the invention provides a user classifying method, an application server and an application client-side. The user classifying method comprises the steps that the application server obtains corresponding guiding presentation data, acquired by the application client-side, of users in guiding events; according to the corresponding guiding presentation data of the users in guiding events, corresponding scores of the users in the guiding events are determined; according to the corresponding scores of the users in the guiding events, guiding scores of the users are determined; according to the guiding scores of the users, the users are classified. The users registering new accounts can be accurately classified according to the embodiment.

Description

A kind of user classification method, application server and applications client
Technical field
The present invention relates to data processing technique, and in particular to a kind of user classification method, application server and application client End.
Background technology
With the popularization of the Internet, particularly mobile Internet, application program can all be present daily registers new account in a large number User;In these users, exist, there is also registration The old user of new account.For realizing differentiated service, the reasonable distribution Service Source of application program, generally require to determine registration The user of new account, is belonging to just contact the new user of application program, still falls within the old user for registering new account, i.e., to registration The user of new account is classified.
Such as by taking the application program of type of play as an example, particularly MOBA (Multiplayer Online Battle Arena Games, the online tactics athletic game of many people) class athletic game, need the user of registration game new account is classified, really Make the old user for having game experience for registering new account, and the new user without game experience for registering new account;So as in trip In new hand's stage of play, for the game services that the old user that has game experience and the new user without game experience recommend differentiated, make Obtain game services resource reasonably to be distributed.
Therefore, how the user accurately to registering new account classifies, and always those skilled in the art study Problem.
The content 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 The true user to the new account of registration classifies.
For achieving the above object, the embodiment of the present invention provides following technical scheme:
A kind of user classification method, is applied to application server, and methods described includes:
The user of applications client collection is obtained in the corresponding guiding performance data of each guiding event;
According to the user in the corresponding guiding performance data of each guiding event, determine the user in each guiding thing Part is scored accordingly;
Scored in each guiding event accordingly according to the user, determine the guiding scoring of the user;
Scored according to the guiding of the user, the user is classified.
The embodiment of the present invention also provides a kind of user classification method, is applied to applications client, and methods described includes:
Perform at least one and guide event;
Collection user is in the corresponding guiding performance data of each guiding event;
By the user in the corresponding guiding performance data of each guiding event, application server is sent to, so as to described Application server determines the guiding scoring of the user so that the application server scores according to the guiding of the user, right The user is classified.
The embodiment of the present invention also provides a kind of application server, including:
Guiding performance data acquisition module, the user for obtaining applications client collection are corresponding in each guiding event Guiding performance data;
Event scoring determining module, for showing data according to the user in each corresponding guiding of guiding event, really The fixed user is scored accordingly in each guiding event;
Guiding scoring determining module, for being scored in each guiding event accordingly according to the user, determines the use The guiding scoring at family;
Sort module, for being scored according to the guiding of the user, classifies to the user.
The embodiment of the present invention also provides a kind of applications client, including:
Guiding event execution module, guides event for performing at least one;
Data acquisition module, for gathering user in the corresponding guiding performance data of each guiding event;
Data transmission blocks, for by the user, in the corresponding guiding performance data of each guiding event, being sent to should With server, so that the application server determines the guiding scoring of the user so that the application server is according to described The guiding scoring of user, classifies to the user.
Based on above-mentioned technical proposal, the embodiment of the present invention can be based on user at the vectoring phase, and guiding event is corresponding to draw Performance data are led, determines that reflection user scores in the guiding that the vectoring phase shows, so as to the guiding according to reflection user's performance Scoring, classifies to user so that the classification results for obtaining have higher accuracy, is subsequently to be directed to different types of use Recommend accurately differentiated application service in family, there is provided may.User's classification method provided in an embodiment of the present invention, is being drawn based on user The performance for leading the stage is classified to user, and user that can be accurately to registering new account classify, classification results with compared with High accuracy.
Description of the drawings
In order to be illustrated more clearly that the embodiment of the present invention or technical scheme of the prior art, below will be to embodiment or existing Accompanying drawing to be used needed for having technology description is briefly described, it should be apparent that, drawings in the following description are only this Inventive embodiment, for those of ordinary skill in the art, on the premise of not paying creative work, can be with basis The accompanying drawing of offer obtains other accompanying drawings.
Fig. 1 is the schematic diagram of equipment purchase guiding;
Fig. 2 is the Organization Chart 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;
Fig. 4 adds tagged signaling process figure for provided in an embodiment of the present invention for directing step;
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 for being added with the time of application server record;
Fig. 7 is the schematic diagram that applications client uploads leader label, end mark and guiding used time;
Fig. 8 is the schematic diagram that application server determines the directing step for being lost in user;
Fig. 9 is the schematic diagram of guiding performance data and scoring criteria under scene of game;
Figure 10 is that game server carries out the schematic diagram of user's classification under scene of game;
Figure 11 is the structured flowchart of application server provided in an embodiment of the present invention;
Figure 12 is another structured flowchart of application server provided in an embodiment of the present invention;
Figure 13 is another structured flowchart of application server provided in an embodiment of the present invention;
Figure 14 is the another structured flowchart 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 structured flowchart of applications client provided in an embodiment of the present invention;
Figure 17 is another structured flowchart of applications client provided in an embodiment of the present invention.
Specific embodiment
Below in conjunction with the accompanying drawing in the embodiment of the present invention, the technical scheme in the embodiment of the present invention is carried out clear, complete Site preparation is described, it is clear that described embodiment is only a part of embodiment of the invention, rather than the embodiment of whole.It is based on Embodiment in the present invention, it is every other that those of ordinary skill in the art are obtained under the premise of creative work is not made Embodiment, belongs to the scope of protection of the invention.
For causing the user of the new account of registration, the occupation mode of application program can be familiar with, the embodiment of the present invention can answered With Design guidance stage in program (i.e. new hand's guiding);In the user for registering new account, the applications client of login application program When, applications client into the vectoring phase, and by performing guiding event, will help user to be familiar with the use of application program;Should With client when a guiding event is performed, user can perform operation based on the directing step of guiding event, complete guiding Event, is familiar with the use of application program.
Such as by taking the application program of type of play as an example, the particularly athletic game of MOBA classes, in the user for registering new account When logging in game client, game client will perform game guiding event according to game design, help user to be familiar with what is played Playing method;Game guiding event such as equips purchase guiding event, technical ability release guiding event, game level clearance guiding event etc.. As shown in figure 1, game client is when equipment purchase guiding event is performed, user, can be in trip based on equipment purchase directing step Purchase equipment in play, completes equipment purchase guiding event.
For carrying out user's classification, the embodiment of the present invention can set at least one guiding event, often perform in applications client One guiding event when, applications client can gather it is corresponding with user operation guide performance data, obtain each guiding event Corresponding guiding performance data, and transmit to application server;Application server is drawn accordingly by analyzing each guiding event Performance data are led, is that operation performance of the user in the vectoring phase is scored, user is classified so as to be based on scoring.
Based on above-mentioned thinking, Fig. 2 shows that user classification method provided in an embodiment of the present invention realizes the framework of system, ginseng According to Fig. 2, the system architecture can include:Applications client 10 and application server 20.
Applications client 10 can be loaded on the user equipmenies such as the smart mobile phone of user, panel computer, notebook computer, Provide the user the local service of application program;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 arranged on network side, provide network service for application program;Application server 20 can be with The server farm being made up of multiple servers, it is also possible to realized by single 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, with reference to Fig. 3, the flow process can include:
Step S10, in User logs in applications client, applications client perform at least one guide event.
When the User logs in applications client of new account is registered, applications client will perform setting into the vectoring phase At least one guiding event.
Herein at least one guiding event of indication can be multiple guiding events for being performed in the vectoring phase in order or The all guiding events of person;It is also likely to be, what the embodiment of the present invention was filtered out in the guiding event of vectoring phase, use can be reflected Guiding event of the family using the proficiency of application program.
Step S11, applications client gather the user in the corresponding guiding performance data of each guiding event.
Optionally, a guiding event may only be designed with a directing step, it is also possible to which nested designs have multiple guiding Step;The possible only one of which equipment purchase directing step of purchase guiding event is such as equipped, and outpost of the tax office guiding event may be nested Design is familiar with the directing step of outpost of the tax office game rule, is familiar with directing step of game skill etc..
Applications client often performs a guiding event, will wait and detect user operation, is based on guiding event in user Directing step perform operation after, applications client by gather user operation guide performance data accordingly, obtain user at this The corresponding guiding performance data of guiding event.
If the guiding event of the need collection guiding performance data that the embodiment of the present invention sets is as multiple, applications client Terminate a guiding event, will be into next guiding event, collection user is in the corresponding guiding performance of next guiding event Data, until all guiding events that need to gather guiding performance data all terminate, obtain user corresponding in each guiding event Guiding performance data.
The corresponding guiding performance tables of data of guiding event shows that user performs user based on the directing step of guiding event The performance of operation, can weigh application program of the user under the guiding of guiding event and use proficiency;Different types of guiding Guiding performance data corresponding to event may and be differed, and the embodiment of the present invention can be needed by pre-setting each guiding event The guiding performance data type of collection, and after directing step of the user based on a certain guiding event performs user operation, collection The need collection guiding performance data type pre-set with the guiding event, corresponding guiding performance data.
By taking the application program of type of play as an example, it can use that equipment purchase guiding event guides performance data accordingly Family the duration of equipment is bought based on equipment purchase directing step;It can use that outpost of the tax office guiding event guides performance data accordingly The clearance duration at family, the duration for being familiar with outpost of the tax office game rule, the duration for being familiar with technical ability, the output injury values at the outpost of the tax office etc..
Optionally, the embodiment of the present invention can be each directing step setting steps ID of each guiding event, and while fixed The step of justice need to gather the directing step of guiding performance data ID, when applications client detects the directing step of current execution Step ID, to when the step of need to gathering the directing step of guiding performance data, ID is corresponding, applications client can gather user at this The guiding performance data of directing step.
, by the user in the corresponding guiding performance data of each guiding event, being sent to should for step S12, applications client Use server.
Optionally, after applications client has performed each guiding event, each guiding event can be collected accordingly corresponding Guiding performance data, and each guiding event for being gathered is guided into performance data accordingly, is sent to application server.
Optionally, the quantity of at least one guiding event, can set according to the practical situation of application program, this Bright embodiment is not intended to limit.The embodiment of the present invention can pre-define the vectoring phase can reflect user use application program it is ripe The guiding event of white silk degree, forms at least one guiding event, is gathered and described at least one guiding thing by applications client Each guiding event in part guides performance data accordingly, and transmits to application server.
Unlock as being lifted with user gradation other guiding events (as in gaming, after user gradation is lifted, meeting The other guiding events of playing of corresponding unblock, to help the high-order playing method of user's mastery play), it is believed that it is of the invention real Apply the guiding event used by a sorted users, it is also possible to be not the guiding event used by sorted users, specifically can be according to applying journey The practical situation setting of sequence.
Step S13, application server determine institute according to the user in the corresponding guiding performance data of each guiding event State user to be scored in each guiding event accordingly.
User is scored expression accordingly in guiding event, and user performs operation under the directing step of guiding event Operation scoring, is that the score value of the proficiency for performing operation to user under the guiding of guiding event embodies, can weigh user and hold The proficiency of the operation guided by row guiding event.
The embodiment of the present invention can transfer predefined each corresponding standards of grading of guiding event, and user is drawn at each The guiding performance data of event are led, standards of grading corresponding with guiding event are matched respectively, determine that user draws at each Lead event to score accordingly.
Optionally, each corresponding standards of grading of guiding event can be:Each corresponding scoring criteria of guiding event, obtains Minute mark standard indicates the guiding performance data of guiding event score.That is, the embodiment of the present invention can define each guiding event pair The scoring criteria answered, each corresponding scoring criteria of guiding event are indicated, the guiding performance data of each guiding event score;
Guiding performance data when user guides performance data accordingly in a certain guiding event, with the guiding event score During matching, then user's score (score value is the predetermined score value of the guiding event) in the guiding event, otherwise user is in the guiding Not score in event (i.e. score value is zero);By determining score of the user in each guiding event, step S13 indication is obtained User is scored accordingly in each guiding event.
Optionally, each corresponding standards of grading of guiding event is also possible that the corresponding standard that loses scores of each guiding event, The standard of losing scores of guiding event is indicated, the guiding performance data that guiding event loses scores.
When user guides performance data accordingly in a certain guiding event, data are showed with the guiding that the guiding event loses scores During matching, then user loses scores in the guiding event, and otherwise user does not lose scores in the guiding event, and (i.e. user is in the guiding thing Score on part);By determining user's losing scores in each guiding event, then the user for obtaining step S13 indication that can be reverse exists Each guiding event is scored accordingly.
Step S14, application server are scored in each guiding event accordingly according to the user, determine the user's Guiding scoring.
The guiding scoring of user represents that vectoring phase of the user in applications client performs the proficiency of operation Score value embodies, and can weigh the proficiency that user uses application program.
Optionally, application server is analyzing user after each guiding event accordingly scoring, can respectively draw user Lead event to score accordingly addition, determine the guiding scoring of user.
Optionally, due to the operation that user is performed in different guiding events, the user that can reflect uses application program Proficiency degree it is different, the embodiment of the present invention can also arrange the corresponding scoring weight of different guiding events, it is however generally that, Can more reflect that user uses the scoring weight of the guiding event of the proficiency of application program higher;Such as with the application journey of type of play As a example by sequence, user guides the game proficiency that reflected of operation of event at the outpost of the tax office, should be higher than that, user is in equipment purchase guiding thing The scoring weight of the game proficiency reflected by the operation of part, i.e. outpost of the tax office guiding event can be higher than that equipment buys guiding event Scoring weight.
Application server is analyzing user after each guiding event accordingly scoring, can transfer each guiding event corresponding Scoring weight, user is scored accordingly in each guiding event, the scoring weight of respective guide event is multiplied by respectively, is used Family is in the corresponding weight scoring of each guiding event, then user is added in the corresponding weight scoring of each guiding event, obtains user Guiding scoring;
I.e. for each guiding event, user can be multiplied by guiding event phase in the scoring of guiding event by the embodiment of the present invention The scoring weight answered, obtains user and scores in the corresponding weight of each guiding event, then again that user is corresponding in each guiding event Weight scoring be added, obtain user guiding scoring.
Optionally, except by different scoring weights being arranged for different guiding events, embody different guiding event institutes The application program of reflection is outer using proficiency difference, and the embodiment of the present invention also directly can arrange different obtaining for each guiding event Point, so as to user is being showed after data are matched with corresponding standards of grading in the guiding of different guiding events, user Can be with difference in the score of different guiding events;
Such as by taking the application program of type of play as an example, the outpost of the tax office guides the score of event, can be higher than, equipment purchase guiding event Score;So as to user guides the guiding performance data of event at the outpost of the tax office, guide with the outpost of the tax office standards of grading of event to match, and use Guiding performance data of the family in equipment purchase guiding event, when matching with the standards of grading of equipment purchase guiding event, Yong Hu The scoring (i.e. the outpost of the tax office guides the score of event) of outpost of the tax office guiding event, can buy the scoring of guiding event higher than user in equipment (i.e. the score of equipment purchase guiding event), guides the game reflected by the operation of event skilled so as to embody user at the outpost of the tax office Degree, higher than the game proficiency reflected in the operation that equipment buys guiding event by user.
Step S15, according to the guiding of the user score, the user is classified.
As the guiding scoring of user represents that vectoring phase of the user in applications client performs the skilled of operation The score value of degree embodies, therefore the height of the guiding scoring according to user, and user can be categorized into the new account of registration by application server Number old user (first kind user), or the just new user (Equations of The Second Kind user) of contact application program.
Optionally, the embodiment of the present invention can arrange the guiding scoring lower limit of first kind user, if the guiding of user is commented Divide and be not less than guiding scoring lower limit, then user can be categorized as first kind user, if the guiding scoring of user is less than be somebody's turn to do Guiding scoring lower limit, then can be categorized as Equations of The Second Kind user by user.
Optionally, the guiding scoring lower limit of first kind user is set, is only guiding of the embodiment of the present invention according to user Scoring, a kind of optional mode classified by user;The embodiment of the present invention can be with according to a large amount of real first kind users Score in the guiding of vectoring phase, and guiding of a large amount of real Equations of The Second Kind users in the vectoring phase is scored, and predefines out and draws Scoring and user type (first kind user and Equations of The Second Kind user) cover half type really is led, and so that model is determined according to this, is determined The guiding corresponding user type of scoring with the user that step S14 is determined, determines that user is first kind user or Equations of The Second Kind User.
In user classification method provided in an embodiment of the present invention, applications client can gather user extremely in the vectoring phase Few guiding event is corresponding to guide performance data, and sends to application server;Application server can be according to the user In the corresponding guiding performance data of each guiding event, determine that the user is scored accordingly in each guiding event, Jin Ergen Scored in each guiding event accordingly according to the user, determine the guiding scoring of the user, the guiding based on the user Scoring is classified to the user, realizes the classification purpose of user.
The embodiment of the present invention can be based on user at the vectoring phase, and the corresponding guiding performance data of guiding event are determined The guiding that reflection user show in the vectoring phase is scored, and so as to be scored according to the guiding of reflection user's performance, user is carried out point Class so that the classification results for obtaining have higher accuracy, is subsequently to recommend accurately to distinguish for different types of user Change application service, there is provided may.User's classification method provided in an embodiment of the present invention, based on user the vectoring phase performance to Family is classified, and user that can be accurately to registering new account classifies, and classification results have higher accuracy.
Optionally, after classifying to user, application server can be taken using application by applications client in user During business, it is the service of different types of user's recommendation differentiated.
Optionally, application server can recommend first kind service for first kind user, be that Equations of The Second Kind user recommends Equations of The Second Kind Service, first kind service are different from Equations of The Second Kind service;Accordingly, 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 Equations of The Second Kind user, application Client can obtain the Equations of The Second Kind service that the application server is recommended.
The first kind service and Equations of The Second Kind service that application server is provided can be set according to the concrete service conditions of application program Form that is fixed, not fixing;One optional mode can be, as first kind user is the old user that registers new account, Therefore the follow-up application program to first kind user can be reduced using guiding, in user skillfully using application program on the basis of push away Recommend first kind service;And as Equations of The Second Kind user is the new user that just contacted application program, therefore can subsequently recommend to contribute to using Family is skillfully using the Equations of The Second Kind service of application program.
User classification method provided in an embodiment of the present invention can be applicable to scene of game, be that game user is classified, really The user for making the new account of registration game is the old user (first kind user) for having game experience, again without the new of game experience User (Equations of The Second Kind user).
Optionally, in the embodiment of the present invention, applications client, can also be in each of guiding event when guiding event is performed When directing step is performed, it is that each directing step adds beginning label, and at the end of each directing step of guiding event, is Each directing step adds end mark, and so as to pass through the beginning label and end mark of each directing step, tracking user works as The front guiding event at the vectoring phase, and the directing step (directing step of guiding event in guiding event One guiding of correspondence guiding event);And by the beginning label of each directing step of guiding event and mark can be terminated Note, determines each directing step corresponding duration of the user in guiding event;Further, can by only having beginning label, and The directing step of labelling is not over, the directing step for being lost in user is determined.
Optionally, Fig. 4 is shown for guiding the directing step of event to add tagged signaling process, with reference to Fig. 4, the flow process Can include:
Step S20, applications client often detect a directing step of a guiding event and start, and are the directing step Addition beginning label.
As described above, a guiding event may only be designed with a directing step, it is also possible to which nested designs have multiple Directing step;When applications client often detects a directing step to be started, beginning label can be added for the directing step.One The starting of individual directing step possibly terminates what is triggered by a upper directing step of 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 by for the directing step the step of ID add beginning label, be embodied as the directing step and add beginning label
Step S21, applications client notify that application server is added with the directing step of beginning label.
Optionally, applications client can by application server upload addition beginning label the step of ID, realize to should Notified to be added with the directing step of beginning label with server.
Step S22, application server receive 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, addition beginning label the step of ID, realize It is added with the determination of the directing step of beginning label.
Step S23, applications client often detect a directing step of a guiding event and terminate, and are the directing step Addition end mark.
Applications client can add beginning label for the directing step when a directing step starts, and in the guiding At the end of step, end mark can be added for the directing step.One directing step terminates possibly user and completes guiding Operation.
Optionally, applications client can be at the end of a directing step, and ID additions the step of be the directing step terminate Labelling, is embodied as the directing step and adds end mark.
Step S24, applications client notify that application server is added with the directing step of end mark.
Optionally, applications client can by application server upload addition end mark the step of ID, realize to should Notified to be added with the directing step of end mark with server.
Step S25, application server receive the notice of applications client, and record is added with the directing step of end mark, To determine the flag state of each directing step.
Optionally, application server can receive what applications client was notified, ID the step of be added with end mark, real The determination of the directing step of end mark is added with now.
Accordingly, applications client notifies to be added with the directing step of beginning label to application server by continuous, With the directing step for being added with end mark, application server can determine that the flag state of each directing step.Directing step Flag state includes:The directing step of beginning label and end mark is added with, and/or, only it is added with the guiding of beginning label Step.
Optionally, flag state of the application server according to each directing step, can track the guiding step at user Suddenly.
Optionally, application server is determining ID the step of being added with beginning label of applications client upload, and adds After added with ID the step of end mark, based on ID the step of being added with beginning label, Huo Zhetong that applications client is uploaded recently Cross and determine that maximum step ID of the ID values for being added with beginning label (sets up the value in step ID, with the order of directing step It is incremented by), application server can determine that user is entered in the corresponding directing step of step ID;Based on applications client it is nearest on ID the step of being added with end mark for passing, or step ID maximum by determining the ID values for being added with end mark, application Server can determine that user completes the corresponding directing step of step ID, realize to the directing step at user with Track.
Notice of the application server based on applications client as shown in Fig. 5, the labelling shape of each directing step for being recorded State, application server can determine that user is currently in the 2nd directing step of guiding event 3.
Optionally, the beginning label of each directing step shown in Fig. 5 can also respectively draw to the labelling time that should have beginning label Lead step end mark can also to the labelling time that should have end mark, it is corresponding illustrate it is as shown in Figure 6;Directing step is opened The labelling time of beginning labelling, can applications client be directing step add beginning label when synchronously add, and be uploaded to should With server, the labelling time of the end mark of directing step, can be that directing step adds end mark in applications client When synchronously add, and be uploaded to application server.
Optionally, for each directing step of each guiding event, applications client is that directing step addition is opened During beginning labelling, the guiding timing of the directing step can be carried out, and when applications client adds end mark for the directing step, Terminate timing, so as to pass through the timing duration of directing step, applications client can determine that guiding of the user in the directing step Used time, and the guiding used time of each directing step is uploaded onto the server;Optionally, Fig. 7 shows that applications client is uploaded and draws The optional signal of the leader label, end mark and guiding used time of step is led, be can refer to.
Optionally, a guiding event may have multiple directing steps, by determining the initial directing step of guiding event Beginning label the labelling time, and labelling time of the end mark of the end directing step of guiding event, server may be used also Determine the used time of a guiding event;As shown in fig. 6, the used time of guiding event 2 is 1 minute.
Optionally, the guiding event of vectoring phase is not completed in a certain user, and setting time is not when logging in application program, Application server can determine whether the customer loss, and application server can be by transferring the user at the vectoring phase, each directing step Flag state, determine the directing step (determining that user is lost in which directing step) for being lost in user;
Optionally, the directing step for being lost in user can be the directing step that only beginning label is not over labelling;Such as With the flag state of each directing step shown in Fig. 8, application server can determine that user before one month the 2nd of guiding event 3 Individual directing step is lost in.
Application server determine be lost in user directing step after, 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 pointed out to reach setting numerical value to the developer of application program, So as to point out developer to be easily lost in the directing step of user so that developer enters to the directing step for being easily lost in user Row guiding is improved, and the retention for lifting user may.
Based on the method content of foregoing description, user classification method provided in an embodiment of the present invention can be applicable to scene of game In, particularly in the athletic game of MOBA classes, so as to be classified for the user of the new account of registration game, determine the new account of registration Number the old user (first kind user) for having game experience, and the new user without game experience (Equations of The Second Kind user);So as to user In sports matching, the new user without game experience for being classified can be matched and race together, the new account of the registration classified Number the old user for having game experience, can be matched and race together, lifted game sports matching accuracy.
The present inventor has found that after the game that there is sports playing method to MOBA etc. is studied a game is raced In, the user of sports experience of not playing, it is very to differ with strength of the user for having game sports experience in game sports Big, therefore the user that will have game sports experience in new hand's stage, together with user's matching of sports experience of not playing Sports, are very irrational;For solving this problem, it is necessary to which the sports matching scheme to playing is optimized, in new hand In the stage, the user for having game sports experience is matched as far as possible and is raced together, the user without game sports experience to the greatest extent may be used The matching of energy is raced together, lifts the accuracy of game sports matching.
By user classification method provided in an embodiment of the present invention, it may be determined that the user for going out the new account of registration game is that have The first kind user of game sports experience, or the Equations of The Second Kind user without game sports experience, so that adjust first kind user's (matching classification of competing is for guaranteeing user's energy of close game for Match Making Rating, match matching classification for initial MMR Enough matchings are raced together) value, and initial MMR values of Equations of The Second Kind user so that the initial MMR values of first kind user are different from the Initial MMR value of the initial MMR values of the initial MMR values of two class users, such as first kind user higher than Equations of The Second Kind user, lifts first Class user is matched and races together, and Equations of The Second Kind user is matched the probability raced 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 high winning rate of the winning rate higher than winning rate threshold value User, and winning rate is less than the low winning rate user of winning rate threshold value;
By analyzing the performance data of high winning rate user and low winning rate user in game guiding event, can analyze can Reflect the other game guiding event of high winning rate user and low winning rate user area and corresponding guiding performance data, define game visitor Family end need to gather at least one game guiding event of guiding performance data in new hand's vectoring phase, and define each game and draw The scoring criteria of event is led, game guiding event may be considered the performance shape of guiding event mentioned above in scene of game Formula.
So as to when the User logs in game client for registering new account is played, game client can gather user Data are showed in the guiding of predefined at least one game guiding event, it is corresponding in each game guiding event based on user Guiding performance data, judge that new registration user is the first kind user for having game experience, or the Equations of The Second Kind without game experience User.
Specifically, when user logs in game client using the account of new registration, game client will draw into new hand Lead the stage, game client can gather user and guide event in the predefined game that need to gather guiding performance data, corresponding Guiding performance data, and transmit to game server;
Game server can determine user each according to user in the corresponding guiding performance data of each game guiding event Individual game guiding event is scored accordingly, and determines that user draws in game according to user in the scoring of each game guiding event Lead the guiding scoring in stage;
Game server can guiding scoring be not less than first kind user guiding scoring lower limit user, be defined as the One class user (old user i.e. with sports experience, the account of the currently used new registration of the old user are played), will guiding Scoring is defined as Equations of The Second Kind user (the new user of experience of not racing) less than the user of guiding scoring lower limit.
And then the initial MMR values of the adjustable first kind user of game server, and the initial MMR values of Equations of The Second Kind user, make The initial MMR values of first kind user are obtained, higher than the initial MMR values of Equations of The Second Kind user.So, you can in sports matching, will have The first kind user of game sports experience is raced together in new hand's stage match, and the Equations of The Second Kind of sports experience of not played is used Raced in new hand's stage match together at family so that the user of user and close game can match sports, lift what is matched Reasonability and accuracy.
Optionally, game server can also be the first kind user game services different with Equations of The Second Kind user recommendation:
On the one hand, as be directed to first kind user, game server can recommended user's participating user to the competing of user (PVP) Skill, and guiding corresponding with PVP sports is set for first kind user;For Equations of The Second Kind user, game server can recommended user Man-machine sports are participated in, and is guided for Equations of The Second Kind user setting is corresponding with man-machine sports, so that Equations of The Second Kind user skillfully plays Playing method and technical ability are used;
On the other hand, game server can also match the higher game level of game difficulty for first kind user, be the The relatively low game level of two class users matching game difficulty, the as game difficulty of the game level matched by first kind user, It is higher than, the game difficulty of the game level matched by Equations of The Second Kind user, so as to realize moving based on the game difficulty that user classifies State is adjusted so that user can be played in the game level being consistent with own strength;
Another further aspect, game server can walk for the hero of first kind user's 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 Equations of The Second Kind user's recommended games.
Optionally, for athletic game, a guiding event is typically designed as a game level, by trip Play arranges multiple directing steps in the outpost of the tax office, guides user to be familiar with game play;General, the guiding event of athletic game can be with Be divided into the game level (user only with computer race) of elementary teaching type, and truly boundless type game level (user with Other users are raced), therefore in new hand's vectoring phase of game, the elementary teaching type of the guiding user that the present invention can set Game level, and the game level of truly boundless type, the game of the game level and truly boundless type of elementary teaching type The outpost of the tax office may be provided with multiple directing steps, and user is grasped based on the directing step of the game level of elementary teaching type Make, the guiding of base game teaching can be completed, user is operated based on the directing step of the game level of truly boundless type, The guiding of game truly boundless can be completed;
Accordingly, game client will recorded drawing corresponding to operation of the user in the game level of elementary teaching type Performance data, and the guiding performance data corresponding to operation of the user in the game level of truly boundless type are led, and is uploaded to Server;The scoring criteria of the game level of game level of the server based on elementary teaching type and truly boundless type, it is right User is scored in the performance of the game level of the game level and truly boundless type of elementary teaching type.
Optionally, Fig. 9 shows that a kind of game level of elementary teaching type and the game level of truly boundless type are needed The guiding performance data of collection, and the optional signal of scoring criteria;Obviously, the form and score of the data of guiding performance shown in Fig. 9 The content of standard is only optional, and guiding shows the concrete form and concrete scoring criteria of data, can be according to the actual feelings of game Depending on condition, or the concrete service conditions of application program, do not fix.
As a example by shown in Fig. 9, user can be showed by application server in each guiding of the game level of elementary teaching type Data, are matched with corresponding scoring criteria respectively, determine scoring of the user in the game level of elementary teaching type;Together When, by user in each guiding performance data of the game level of truly boundless type, carry out with corresponding scoring criteria respectively Match somebody with somebody, determine scoring of the user in the game level of truly boundless type;So as to reference to user elementary teaching type game The scoring at the outpost of the tax office, and the scoring of the game level in truly boundless type, obtain user's drawing in the new hand's vectoring phase played Scoring is led, and the guiding scoring based on user carries out user's classification.Optionally, Figure 10 shows that game server carries out user point The process of class is illustrated, and can refer to.
By taking the numerical value of scoring criteria shown in Fig. 9 as an example, game server can analyze real first kind user in basis religion The performance of the game level of the game level and truly boundless type of type is learned, determines that the guiding of real first kind user is commented Divide lower limit;Guiding scoring lower limit such as first kind user is 7 points, then the guiding scoring of user is less than 7 points, it is believed that Yong Hushi Equations of The Second Kind user without game experience, the guiding scoring of user is 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 and consumes duration etc., can pass through Game client be play guiding event each directing step addition beginning label and timing and when end mark is added, Terminate timing to realize;And game client is when being added with the labelling of beginning label, the directing step of end mark and beginning label Between, the labelling time of end mark, the information such as time-consuming of directing step are recorded constantly sending to game server.
Optionally, the flag state (directing step of the directing step that game server is uploaded by analysis applications client Beginning label and end mark), the directing step for being lost in user, i.e. only beginning label can be analyzed, mark is not over The directing step of note, points out game developer to be improved to there is the directing step for being lost in user in game.
The embodiment of the present invention under above-mentioned scene of game is embodied as content, is only the embodiment of the present invention under scene of game Optional embodiment.Obviously, the embodiment of the present invention can be applied in others except applying in the game of the types such as sports It is provided with the application program of new hand's guiding, is classified with the user accurately to registering new account, be different types of note The user of the new account of volume recommends differentiated service to provide may.
Below application server provided in an embodiment of the present invention is introduced, application server content described below, Application server be may be considered for realizing user classification method provided in an embodiment of the present invention, the functional module frame of required setting Structure.
Figure 11 is the structured flowchart of application server provided in an embodiment of the present invention, and with reference to Figure 11, the application server can To include:
Guiding performance data acquisition module 100, for obtaining the user of applications client collection in each guiding event pair The guiding performance data answered;
Event scoring determining module 110, for showing data according to the user in each corresponding guiding of guiding event, Determine that the user is scored accordingly in each guiding event;
Guiding scoring determining module 120, for being scored in each guiding event accordingly according to the user, it is determined that described The guiding scoring of user;
Sort module 130, for being scored according to the guiding of the user, classifies to the user.
Optionally, event scoring determining module 110, for guiding the corresponding lead schedule of event according to the user at each Existing data, determine that the user is scored accordingly in each guiding event, specifically include:
Transfer predefined each corresponding standards of grading of guiding event;
By the user in the guiding performance data of each guiding event, matched with corresponding standards of grading respectively, Determine that the user is scored accordingly in each guiding event.
Optionally, described each corresponding standards of grading of guiding event include:Each corresponding scoring criteria of guiding event; Each corresponding scoring criteria of guiding event indicates that the guiding of each guiding event score shows data;
Accordingly, event scoring determining module 110, for showing number by the user in the guiding of each guiding event According to, matched with corresponding standards of grading respectively, determined that the user is scored accordingly in each guiding event, it is concrete to wrap Include:
By the user in the guiding performance data of each guiding event, data are showed with the guiding of corresponding score respectively Matched;
If the guiding performance data that the user guides event at, the guiding performance data with corresponding score Match somebody with somebody, it is determined that the user is in the guiding event score;
If the guiding performance data that the user guides event at, the guiding performance data with corresponding score are not Matching, it is determined that the user is in the guiding event not score.
Optionally, guiding scoring determining module 120, for being scored in each guiding event accordingly according to the user, Determine the guiding scoring of the user, specifically include:
The user is scored addition accordingly in each guiding event, the guiding scoring of the user is obtained;
Or, calling each guiding event to score accordingly weight, the user is scored accordingly in each guiding event, point Corresponding scoring weight is not multiplied by, and the user is obtained in the corresponding weight scoring of each guiding event, the user is respectively being drawn Lead the corresponding weight scoring of event to be added, obtain the guiding scoring of the user.
Optionally, a guiding event can correspond at least one directing step;Figure 12 shows that the embodiment of the present invention is carried For application server another structured flowchart, with reference to shown in Figure 11 and Figure 12, the application server 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 labelling, and the directing step of end mark is added with, to determine the flag state of each directing step.
Optionally, as shown in figure 12, server provided in an embodiment of the present invention can also include:
Usertracking module 150, for the flag state according to each directing step, tracks the guiding at the user Step.
Optionally, as shown in figure 12, server provided in an embodiment of the present invention can also include:
Time logging modle 160, for receiving the notice of applications client, records the labelling of the beginning label of directing step Time, the labelling time of the end mark of directing step, and the guiding used time of directing step.
Optionally, as shown in figure 12, server provided in an embodiment of the present invention can also include:
Directing step determining module 170 is lost in, if not completing the guiding event of vectoring phase for the user, and is set Fix time and do not log in applications client, the user is transferred in the corresponding flag state of each directing step;Existed according to the user The corresponding flag state of each directing step, it is determined that only beginning label is not over the directing step of labelling, by the directing step It is defined as the directing step of the customer loss.
Optionally, sort module 130, for being scored according to the guiding of the user, classify to the user, specifically Including:
If the guiding scoring of the user, the guiding scoring lower limit of first kind user is not less than, by the user point Class is first kind user;
If the guiding scoring of the user, less than the guiding scoring lower limit, the user is categorized as into Equations of The Second Kind User.
Optionally, Figure 13 shows another structured flowchart of application server provided in an embodiment of the present invention, with reference to Figure 11 With shown in Figure 13, the application server can also include:
Service recommendation module 180, for recommending first kind service for first kind user, and recommends second for Equations of The Second Kind user Class is serviced, and first kind service is different from Equations of The Second Kind service.
Optionally, under scene of game, particularly under the athletic game scene of MOBA classes, applications client can be game Client, application server can be game servers;Optionally, Figure 14 shows application service provided in an embodiment of the present invention The another structured flowchart of device, with reference to shown in Figure 13 and Figure 14, the application server can also include:
MMR values adjusting module 190, for adjusting the initial MMR values of first kind user, and the initial MMR of Equations of The Second Kind user Value, makes the initial MMR values of first kind user, different from the initial MMR values of Equations of The Second Kind user.
Optionally, under scene of game, server recommending module 180, for recommending first kind service for first kind user, And recommend Equations of The Second Kind service for Equations of The Second Kind user, can specifically include:
Recommend sports of the first kind user participating user to user, and recommend Equations of The Second Kind user to participate in man-machine sports.
Optionally, under scene of game, game server can also be that first kind user and Equations of The Second Kind user match respectively Game level, and the game difficulty of the game level matched by first kind user, be higher than, the trip matched by Equations of The Second Kind user The game difficulty at the play outpost of the tax office, to realize the outpost of the tax office 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, including:Processor 1, leads to Letter interface 2, memorizer 3 and communication bus 4;
Wherein processor 1, communication interface 2, memorizer 3 complete mutual communication by communication bus 4;
Optionally, communication interface 2 can be the interface of communication module, the such as interface of gsm module;
The possibly central processor CPU of processor 1, or specific integrated circuit ASIC (Application Specific Integrated Circuit), or be arranged to implement one or more integrated electricity of the embodiment of the present invention Road.
Memorizer 3 may include high-speed RAM memorizer, it is also possible to also including nonvolatile memory (non-volatile Memory), for example, at least one disk memory.
Wherein, processor 1 specifically for:
The user of applications client collection is obtained in the corresponding guiding performance data of each guiding event;
According to the user in the corresponding guiding performance data of each guiding event, determine the user in each guiding thing Part is scored accordingly;
Scored in each guiding event accordingly according to the user, determine the guiding scoring of the user;
Scored according to the guiding of the user, the user is classified.
Below applications client provided in an embodiment of the present invention is introduced, applications client described below can with it is upper The method content of text description is mutually to should refer to.
Figure 16 is the structured flowchart of applications client provided in an embodiment of the present invention, and with reference to Figure 16, the applications client can To include:
Guiding event execution module 200, guides event for performing at least one;
Data acquisition module 210, for gathering user in the corresponding guiding performance data of each guiding event;
Data transmission blocks 220, are sent in the corresponding guiding performance data of each guiding event for by the user Application server, so that the application server determines the guiding scoring of the user so that the application server is according to institute The guiding scoring of user is stated, the user is classified.
Optionally, application server determines the guiding scoring of the user, and application server drawing according to the user Scoring is led, the concrete mode classified to the user is referred to appropriate section above.
Optionally, guiding event at least one directing step of correspondence;As shown in figure 16, applications client can also be wrapped Include:
Beginning label adds and notification module 230, and a directing step for often detecting a guiding event starts, Add beginning label for the directing step, and notify that the application server is added with the directing step of beginning label;
End mark adds and notification module 240, and a directing step for often detecting a guiding event terminates, Add end mark for the directing step, and notify that the application server is added with the directing step of end mark;
Time records and notification module 250, for when beginning label is added for directing step, recording the mark of beginning label Between clocking, and labelling time of the beginning label of the application server directing step is notified, and, tying for directing step addition During beam labelling, the labelling time of record end labelling, and notify the labelling of the end mark of the application server directing step Time;
Guiding timing recording and notification module 260, for when beginning label is added for directing step, starting guiding meter When, and when end mark is added for directing step, terminate guiding timing, the guiding timing of directing step is notified into the application Server.
Optionally, Tu16Zhong, applications client also only can be arranged, and beginning label adds and notification module 230, with end mark Note addition and notification module 240, and time record and notification module 250 is not provided with, and guiding timing recording and notification module 260;Optionally, arrange the time record and notification module 250, with guiding timing recording and notification module 260 at least one, Can add with beginning label and notification module 230, add with end mark and notification module 240 is engaged setting.
Optionally, Figure 17 shows another structured flowchart of applications client provided in an embodiment of the present invention, with reference to Figure 16 And Figure 17, the applications client can also include:
Recommendation service acquisition 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 Equations of The Second Kind user, obtain what the application server was recommended Equations of The Second Kind is serviced, and first kind service is different from Equations of The Second Kind service.
Optionally, applications client is may be disposed in user equipment, the structure of user equipment can with same as shown in Figure 15, Including:Processor, communication interface, memorizer and communication bus;
The corresponding program of applications client can be stored in memorizer, and processor can call the program to realize following purposes:
Perform at least one and guide event;
Collection user is in the corresponding guiding performance data of each guiding event;
By the user in the corresponding guiding performance data of each guiding event, application server is sent to, so as to described Application server determines the guiding scoring of the user so that the application server scores according to the guiding of the user, right The user is classified.
In this specification, each embodiment is described by the way of progressive, and what each embodiment was stressed is and other The difference of embodiment, between each embodiment identical similar portion mutually referring to.For device disclosed in embodiment For, as which corresponds to the method disclosed in Example, so description is fairly simple, related part is said referring to method part It is bright.
Professional further appreciates that, with reference to the unit of each example of the embodiments described herein description And algorithm steps, can with electronic hardware, computer software or the two be implemented in combination in, in order to clearly demonstrate hardware and The interchangeability of software, generally describes composition and the step of each example in the above description according to function.These Function actually with hardware or software mode performing, the application-specific and design constraint depending on technical scheme.Specialty Technical staff can use different methods to realize described function to each specific application, but this realization should Think beyond the scope of this invention.
The step of method described with reference to the embodiments described herein or algorithm, directly can be held with hardware, processor Capable software module, or the combination of the two is implementing.Software module can be placed in random access memory (RAM), internal memory, read-only deposit Reservoir (ROM), electrically programmable ROM, electrically erasable ROM, depositor, 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 professional and technical personnel in the field to realize or using the present invention. Various modifications to these embodiments will be apparent for those skilled in the art, as defined herein General Principle can be realized in the case of the core concept or scope without departing from the present invention in other embodiments.Therefore, originally Invention is not intended to be limited to the embodiments shown herein, and is to fit to and principles disclosed herein and features of novelty Consistent most wide scope.

Claims (22)

1. a kind of user classification method, it is characterised in that be applied to application server, methods described includes:
The user of applications client collection is obtained in the corresponding guiding performance data of each guiding event;
According to the user in the corresponding guiding performance data of each guiding event, determine the user in each guiding event phase The scoring answered;
Scored in each guiding event accordingly according to the user, determine the guiding scoring of the user;
Scored according to the guiding of the user, the user is classified.
2. user classification method according to claim 1, it is characterised in that it is described according to the user in each guiding thing The corresponding guiding performance data of part, determine that scoring includes the user accordingly in each guiding event:
Transfer predefined each corresponding standards of grading of guiding event;
By the user in the guiding performance data of each guiding event, matched with corresponding standards of grading respectively, it is determined that The user is scored accordingly in each guiding event.
3. user classification method according to claim 2, it is characterised in that the corresponding scoring mark of described each guiding event Standard includes:Each corresponding scoring criteria of guiding event;Each corresponding scoring criteria of guiding event indicates that each guides event The guiding performance data of score;
It is described that the user is showed into data in the guiding of each guiding event, matched with corresponding standards of grading respectively, Determine that scoring includes the user accordingly in each guiding event:
By the user in the guiding performance data of each guiding event, carry out with the guiding performance data of corresponding score respectively Matching;
If the guiding performance data that the user guides event at, the guiding performance Data Matching with corresponding score, Then determine the user in the guiding event score;
If the guiding performance data that the user guides event at, with the guiding of corresponding score performance data not Match somebody with somebody, it is determined that the user is in the guiding event not score.
4. user classification method according to claim 1, it is characterised in that it is described according to the user in each guiding thing Part is scored accordingly, determines that the guiding scoring of the user includes:
The user is scored addition accordingly in each guiding event, the guiding scoring of the user is obtained;
Or, calling each guiding event to score accordingly weight, the user is scored accordingly in each guiding event, is taken advantage of respectively With the weight that scores accordingly, the user is obtained in the corresponding weight scoring of each guiding event, by the user in each guiding thing The corresponding weight scoring of part is added, and obtains the guiding scoring of the user.
5. user classification method according to claim 1, it is characterised in that a guiding event correspondence at least one is guided Step;Methods described also includes:
The notice of applications client is received, record is added with the directing step of beginning label, and the guiding for being added with end mark Step, to determine the flag state of each directing step.
6. user classification method according to claim 5, it is characterised in that methods described also includes:
The notice of applications client is received, the labelling time of the beginning label of directing step, the end mark of directing step is recorded The labelling time, and guiding used time of directing step.
7. user classification method according to claim 5, it is characterised in that methods described also includes:
According to the flag state of each directing step, the directing step at the user is tracked;
If or, the user does not complete the guiding event of vectoring phase, and setting time does not log in applications client, transfers institute User is stated in the corresponding flag state of each directing step, according to the user in the corresponding flag state of each directing step, it is determined that Only beginning label is not over the directing step of labelling, and the directing step is defined as the directing step of the customer loss.
8. the user classification method according to any one of claim 1-7, it is characterised in that the drawing according to the user Scoring is led, and classification is carried out to the user includes:
If the guiding scoring of the user, the guiding scoring lower limit of first kind user is not less than, the user is categorized as First kind user;
If the guiding scoring of the user, less than the guiding scoring lower limit, the user is categorized as into Equations of The Second Kind user.
9. user classification method according to claim 8, it is characterised in that methods described also includes:
Recommend first kind service for first kind user, and recommend Equations of The Second Kind service for Equations of The Second Kind user, the first kind service with The Equations of The Second Kind service is different.
10. user classification method according to claim 8, it is characterised in that the application server is game server, Methods described also includes:
The initial match matching classification MMR values of adjustment first kind user, and the initial MMR values of Equations of The Second Kind user, use the first kind The initial MMR values at family, different from the initial MMR values of Equations of The Second Kind user.
11. user classification methods according to claim 9, it is characterised in that the application server is game server; It is described to recommend first kind service to include for first kind user:Recommend sports of the first kind user participating user to user;It is described to be Equations of The Second Kind user recommends Equations of The Second Kind service to include:Equations of The Second Kind user is recommended to participate in man-machine sports.
12. user classification methods according to claim 8, it is characterised in that the application server is game server, Methods described also includes:
Game level is matched respectively for first kind user and Equations of The Second Kind user, and the game level matched by first kind user Game difficulty, be higher than, the game difficulty of the game level matched by Equations of The Second Kind user.
13. a kind of user classification methods, it is characterised in that be applied to applications client, methods described includes:
Perform at least one and guide event;
Collection user is in the corresponding guiding performance data of each guiding event;
By the user in the corresponding guiding performance data of each guiding event, application server is sent to, so as to the application Server determines the guiding scoring of the user so that the application server scores according to the guiding of the user, to described User is classified.
14. user classification methods according to claim 13, it is characterised in that a guiding event correspondence at least one is drawn Lead step;Methods described also includes:
A directing step for often detecting a guiding event starts, and is that the directing step adds beginning label, and notifies institute State the directing step that application server is added with beginning label;
And, a directing step for often detecting a guiding event terminates, and is that the directing step adds end mark, and notifies The application server is added with the directing step of end mark.
15. user classification methods according to claim 14, it is characterised in that methods described also includes:
The labelling time of beginning label when beginning label is added for directing step, is recorded, and notifies that the application server draws Lead the labelling time of the beginning label of step, and, when end mark is added for directing step, during the labelling of record end labelling Between, and notify the labelling time of the end mark of the application server directing step;
And/or, when beginning label is added for directing step, start to guide timing, and adding end mark for directing step When, terminate guiding timing, the guiding used time of directing step is notified into the application server.
16. user classification methods according to claim 14, it is characterised in that methods described 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 Equations of The Second Kind user, the Equations of The Second Kind service that the application server is recommended is obtained, described the One class service is different from Equations of The Second Kind service.
17. a kind of application servers, it is characterised in that include:
Guiding performance data acquisition module, for obtaining the user of applications client collection in each corresponding guiding of guiding event Performance data;
Event scoring determining module, determines institute for according to the user in the corresponding guiding performance data of each guiding event State user to be scored in each guiding event accordingly;
Guiding scoring determining module, for being scored in each guiding event accordingly according to the user, determines the user's Guiding scoring;
Sort module, for being scored according to the guiding of the user, classifies to the user.
18. application servers according to claim 17, it is characterised in that a guiding event correspondence at least one is guided Step;The application server also includes:
The flag state determining module of directing step, for receiving the notice of applications client, record is added with beginning label Directing step, and the directing step of end mark is added with, to determine the flag state of each directing step.
19. application servers according to claim 17, it is characterised in that the sort module, for according to the use The guiding scoring at family, classifies to the user, specifically includes:
If the guiding scoring of the user, the guiding scoring lower limit of first kind user is not less than, the user is categorized as First kind user;
If the guiding scoring of the user, less than the guiding scoring lower limit, the user is categorized as into Equations of The Second Kind user;
The server also includes:
Service recommendation module, for recommending first kind service for first kind user, and recommends Equations of The Second Kind service for Equations of The Second Kind user, The first kind service is different from Equations of The Second Kind service.
20. application servers according to claim 19, it is characterised in that the application server is game server, The application server also includes:
MMR value adjusting modules, for adjusting the initial MMR values of first kind user, and the initial MMR values of Equations of The Second Kind user, make The initial MMR values of one class user, different from the initial MMR values of Equations of The Second Kind user.
21. a kind of applications clients, it is characterised in that include:
Guiding event execution module, guides event for performing at least one;
Data acquisition module, for gathering user in the corresponding guiding performance data of each guiding event;
Data transmission blocks, are sent to using clothes in the corresponding guiding performance data of each guiding event for by the user Business device, so that the application server determines the guiding scoring of the user so that the application server is according to the user Guiding scoring, the user is classified.
22. applications clients according to claim 21, it is characterised in that a guiding event correspondence at least one is guided Step;The applications client also includes:
Beginning label adds and notification module, and a directing step for often detecting a guiding event starts, and is that this draws Step addition beginning label is led, and notifies that the application server is added with the directing step of beginning label;
End mark adds and notification module, and a directing step for often detecting a guiding event terminates, and is that this draws Step addition end mark is led, and notifies that the application server is added with the directing step of end mark.
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