CN108744523A - Game recommdation method, apparatus and computer readable storage medium - Google Patents
Game recommdation method, apparatus and computer readable storage medium Download PDFInfo
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- CN108744523A CN108744523A CN201810209960.7A CN201810209960A CN108744523A CN 108744523 A CN108744523 A CN 108744523A CN 201810209960 A CN201810209960 A CN 201810209960A CN 108744523 A CN108744523 A CN 108744523A
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- game
- evaluation
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Classifications
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- A—HUMAN NECESSITIES
- A63—SPORTS; GAMES; AMUSEMENTS
- A63F—CARD, BOARD, OR ROULETTE GAMES; INDOOR GAMES USING SMALL MOVING PLAYING BODIES; VIDEO GAMES; GAMES NOT OTHERWISE PROVIDED FOR
- A63F13/00—Video games, i.e. games using an electronically generated display having two or more dimensions
- A63F13/70—Game security or game management aspects
- A63F13/79—Game security or game management aspects involving player-related data, e.g. identities, accounts, preferences or play histories
-
- A—HUMAN NECESSITIES
- A63—SPORTS; GAMES; AMUSEMENTS
- A63F—CARD, BOARD, OR ROULETTE GAMES; INDOOR GAMES USING SMALL MOVING PLAYING BODIES; VIDEO GAMES; GAMES NOT OTHERWISE PROVIDED FOR
- A63F2300/00—Features of games using an electronically generated display having two or more dimensions, e.g. on a television screen, showing representations related to the game
- A63F2300/50—Features of games using an electronically generated display having two or more dimensions, e.g. on a television screen, showing representations related to the game characterized by details of game servers
- A63F2300/55—Details of game data or player data management
- A63F2300/5546—Details of game data or player data management using player registration data, e.g. identification, account, preferences, game history
Abstract
The invention discloses game recommdation method, apparatus and computer readable storage mediums.The method includes：By Weight Acquisition one or more user to the game evaluation data of specified game；The game overall assessment data of the specified game are generated according to the game evaluation data；According to the game overall assessment data respectively played in gaming platform, game recommdation list is generated.The technical solution considers the mode interacted with user in design from the angle of user, and the recommended games list of generation more meets user demand, both improved the experience of user, also brings more incomes for operator.
Description
Technical field
The present invention relates to electronic game fields, and in particular to game recommdation method, apparatus and computer readable storage medium.
Background technology
Currently, the game such as " danger spot X lifes ", " king X credits " is hot so that online game is more and more in the public visual field
Middle appearance, but the reality that can not be ignored is, if without rational game recommdation, not only hot game is difficult one
Straight to keep temperature, the game of unexpected winner is even more often increasingly unexpected winner.For example, once burning hot web game for the moment in online game
Large quantities of users are gone by contentions such as hand trips, this is a heavy strike to the gaming platform for promoting web game.Therefore, how
It is more effectively that user carries out game recommdation, is problem to be solved to attract user's concern.
Invention content
In view of the above problems, it is proposed that the present invention overcoming the above problem in order to provide one kind or solves at least partly
State the game recommdation method, apparatus and computer readable storage medium of problem.
One side according to the present invention provides a kind of game recommdation method, including：
By Weight Acquisition one or more user to the game evaluation data of specified game；
The game overall assessment data of the specified game are generated according to the game evaluation data；
According to the game overall assessment data respectively played in gaming platform, game recommdation list is generated.
Optionally, described to include to the game evaluation data of specified game by Weight Acquisition one or more user：
Game evaluation questionnaire corresponding with the specified game is generated, to be shown in the game evaluation page；
The game evaluation data that the game evaluation page returns are received, the game evaluation data are according to user to institute
State the operation generation of game evaluation questionnaire.
Optionally, the game evaluation page includes following one or more：
The game evaluation page in the specified game；
The game evaluation page in gaming platform；
The game promotion page of the specified game.
Optionally, each game evaluation page corresponds to a first game evaluation data weighting respectively；
It is described to include to the game evaluation data of specified game by Weight Acquisition one or more user：According to the game
The game evaluation data and the corresponding first game evaluation data weighting of the game evaluation page that the page returns are evaluated, generates and uses
Game evaluation data of the family to the specified game.
Optionally, the game evaluation questionnaire includes one or more evaluation indexes of the game, each evaluation index
A second game evaluation data weighting is corresponded to respectively；
It is described to receive the game evaluation data that the game evaluation page returns and include：The game evaluation page is received to return
The game evaluation data corresponding with each evaluation index returned；
It is described to include to the game evaluation data of specified game by Weight Acquisition one or more user：According to each evaluation
The corresponding game evaluation data of index and the second game evaluation data weighting generate game evaluation number of the user to the specified game
According to.
Optionally, each user's class of user type is endowed third game evaluation data weighting, described to press Weight Acquisition one
Or multiple users include to the game evaluation data of specified game：
The third game evaluation data power of the game evaluation data and the user that are returned according to the game evaluation page
Weight generates game evaluation data of the user to the specified game.
Optionally, the criteria for classification of the user type includes following one or more：
Total playtime in the specified game, total recharge amount in the specified game, described specified
Game progress in game, the role hierarchy in the specified game, the type of play carried out in the gaming platform,
Grade in the gaming platform, total recharge amount in the gaming platform, total game in the gaming platform
Time.
Optionally, in the game recommdation list include the game promotion information of specified quantity game and distinguish with each game
Corresponding link；
It is described to be linked as the game promotion page link accordingly played and/or the games page accordingly played link.
Optionally, this method further includes：
In response to the game recommdation request that the client comprising game recommdation function is sent, it includes the game recommdation to return
At least part of recommendation page of list.
Optionally, this method further includes：By game data of the user identifier record user in the game of a or more moneys；
The game recommdation request includes user identifier, at least part of recommendation page of the Resume Mission recommendation list
Face includes：Determine that non-recommended is played according to the corresponding game data of the user identifier, so as to not include in the recommendation page
The non-recommended game.
Another aspect according to the present invention provides a kind of game recommdation device, including：
Game evaluation data capture unit is suitable for the game evaluation to specified game by Weight Acquisition one or more user
Data；
Game overall assessment data generating unit, suitable for generating the trip of the specified game according to the game evaluation data
Play overall assessment data；
Game recommdation unit, suitable for according to the game overall assessment data respectively played in gaming platform, generating game recommdation
List.
Optionally, the game evaluation data capture unit is suitable for generating game evaluation corresponding with the specified game
Questionnaire, to be shown in the game evaluation page；And the game evaluation number returned suitable for receiving the game evaluation page
According to the game evaluation data are generated to the operation of the game evaluation questionnaire according to user.
Optionally, the game evaluation page includes following one or more：Game evaluation in the specified game
The page；The game evaluation page in gaming platform；The game promotion page of the specified game.
Optionally, each game evaluation page corresponds to a first game evaluation data weighting respectively；
The game evaluation data capture unit, the game evaluation data for being suitable for being returned according to the game evaluation page with
The corresponding first game evaluation data weighting of the game evaluation page generates game evaluation number of the user to the specified game
According to.
Optionally, the game evaluation questionnaire includes one or more evaluation indexes of the game, each evaluation index
A second game evaluation data weighting is corresponded to respectively；
The game evaluation data capture unit, suitable for the reception game evaluation page return and each evaluation index pair
The game evaluation data answered, it is raw according to game evaluation data corresponding with each evaluation index and the second game evaluation data weighting
At user to the game evaluation data of the specified game.
Optionally, each user's class of user type is endowed third game evaluation data weighting；
The game evaluation data capture unit, the game evaluation data for being suitable for being returned according to the game evaluation page with
The third game evaluation data weighting of the user generates game evaluation data of the user to the specified game.
Optionally, the criteria for classification of the user type includes following one or more：
Total playtime in the specified game, total recharge amount in the specified game, described specified
Game progress in game, the role hierarchy in the specified game, the type of play carried out in the gaming platform,
Grade in the gaming platform, total recharge amount in the gaming platform, total game in the gaming platform
Time.
Optionally, in the game recommdation list include the game promotion information of specified quantity game and distinguish with each game
Corresponding link；It is described to be linked as the game promotion page link accordingly played and/or the games page accordingly played link.
Optionally, the game recommdation unit is adapted for the game that the client comprising game recommdation function is sent
Recommendation request returns at least part of recommendation page for including the game recommdation list.
Optionally, which further includes：
Game data recording unit is suitable for the game data in the game of a or more moneys by user identifier record user；
The game recommdation request includes user identifier；
The game recommdation unit, suitable for determining that non-recommended is played according to the corresponding game data of the user identifier, with
Make not including that the non-recommended is played in the recommendation page.
Another aspect according to the present invention, provides a kind of computer readable storage medium, wherein described computer-readable
The one or more programs of storage medium storage, one or more of programs when being executed by a processor, are realized as any of the above-described
Method described in.
It can be seen from the above, technical scheme of the present invention, by obtaining user to the game score played in gaming platform, base
In the game overall assessment data that this generates each game, the recommended games list based on user's evaluation can be generated, wherein including
It is each game may more be favored by user, can also attract user carry out examination object for appreciation and become regular user.The technical solution from
The angle of user is set out, and considers the mode interacted with user in design, and the recommended games list of generation more meets use
Family demand had both improved the experience of user, also brought more incomes for operator.
Above description is only the general introduction of technical solution of the present invention, in order to better understand the technical means of the present invention,
And can be implemented in accordance with the contents of the specification, and in order to allow above and other objects of the present invention, feature and advantage can
It is clearer and more comprehensible, below the special specific implementation mode for lifting the present invention.
Description of the drawings
By reading the detailed description of hereafter preferred embodiment, various other advantages and benefit are common for this field
Technical staff will become clear.Attached drawing only for the purpose of illustrating preferred embodiments, and is not considered as to the present invention
Limitation.And throughout the drawings, the same reference numbers will be used to refer to the same parts.In the accompanying drawings：
Fig. 1 shows a kind of flow diagram of game recommdation method according to an embodiment of the invention；
Fig. 2 shows a kind of structural schematic diagrams of game recommdation device according to an embodiment of the invention；
Fig. 3 shows the structural schematic diagram of computer readable storage medium according to an embodiment of the invention.
Specific implementation mode
The exemplary embodiment of the disclosure is more fully described below with reference to accompanying drawings.Although showing the disclosure in attached drawing
Exemplary embodiment, it being understood, however, that may be realized in various forms the disclosure without should be by embodiments set forth here
It is limited.On the contrary, these embodiments are provided to facilitate a more thoroughly understanding of the present invention, and can be by the scope of the present disclosure
Completely it is communicated to those skilled in the art.
Fig. 1 shows a kind of flow diagram of game recommdation method according to an embodiment of the invention.Such as Fig. 1 institutes
Show, this method includes：
Step S110, by Weight Acquisition one or more user to the game evaluation data of specified game.
Here user can be the user of gaming platform or the user etc. of specified game, comment the game of specified game
Valence mumber evidence can reflect recommendation degree of the user to specified game or the fancy grade to this game, and obtain multiple use
The game evaluation data at family can reflect that masses are to the evaluation of the game then in the case where sample size is larger
It is bad, if to be interested in play.It can for example be realized in specific implementation with marking mode, it is however generally that, scoring is higher, then user
To the recommendation higher of the game.
However, if the evaluation of all users there is certain drawbacks, such as buying there is no weight differentiation is carried out
When commodity, people usually prefer to listen to the evaluation of actual use person, this is also similar in scene of game, game player
Usually prefer to listen to the evaluation of other players actually played.Therefore, one or more obtaining in the embodiment of the present invention
User to can be arranged weight when the game evaluation data of specified game according to factors such as user type, evaluation sources, such as with
The game score (game evaluation data) that family provides is 10 points, but since the user did not played the game, scoring will be beaten
One discount 0.6, obtained actual play scoring is 6 points, and 6 points are pressed when calculating game overall score (game overall assessment data)
Subsequently calculated.
Step S120 generates the game overall assessment data of specified game according to game evaluation data.For example, can be according to
The mode averaged again of summing generates to obtain the game overall assessment data of specified game.
Step S130 generates game recommdation list according to the game overall assessment data respectively played in gaming platform.Generally
For can by game overall assessment data game recommdation list, pushing away in game recommdation list are generated in the way of from high to low
Preset quantity, such as 10 or 20 can be met by recommending game quantity.
Currently, each gaming platform (be usually not the direct network operator of game, but promoted etc. as channel side)
When carrying out game recommdation, it is often based on the business revenue strategy generating game ranking list of gaming platform itself, for example, certain money is newly swum
The operator of play has paid special advertising expense, then the new game is placed in ranking list first place whithin a period of time for it；Or certain
Money game is that the income that gaming platform is brought is most, then the game is placed in ranking list first place, etc..
These modes for generating game ranking list no doubt can bring certain income for gaming platform, and in previous reality
There is good user's attraction in trampling, but has showed tired state.The analysis found that the characteristics of these ranking lists be
In certain time, the game in ranking list can't change, and not accounted for completely from user experience.
Therefore, it in the embodiment of the present invention, is accounted for from the angle of user, user is easier to generate which game emerging
Interest is more likely to which game played, this is not that can obtain accurate result according to the prediction of operation, and pass through acquisition user
To the game evaluation data of game, then which more worth recommendation of game can be accurately weighed out.
As it can be seen that method shown in FIG. 1 is based on this by obtaining user to the game evaluation data played in gaming platform
The game overall assessment data for generating each game can generate the recommended games list based on user's evaluation, wherein included each
Game may more be favored by user, can also attract user to carry out examination object for appreciation and become regular user.The technical solution is from user
Angle set out, consider the mode interacted with user in design, the recommended games list of generation, which more meets user, to be needed
It asks, has both improved the experience of user, also bring more incomes for operator.
In one embodiment of the invention, in the above method, by Weight Acquisition one or more user to specified game
Game evaluation data include：Game evaluation questionnaire corresponding with specified game is generated, to be opened up in the game evaluation page
Show；The game evaluation data that the game evaluation page returns are received, game evaluation data are according to user to game evaluation questionnaire
What operation generated.
The mode of game evaluation questionnaire is filled in by using family in the present embodiment to obtain game evaluation data.For example,
In a simple game evaluation questionnaire, one " recommendation " button of middle setting and " a not recommending " button, if user clicks
" recommendation " button is then considered as user and recommends the game, and being considered as user if user clicks " not recommending " button does not evaluate the trip
Play.If the corresponding game score of " recommendation " button is 10 points, the corresponding game score of " not recommending " button is 0 point, then most
The score value of calculated game overall score corresponds to game overall assessment data above in [0.10] section eventually.
In one embodiment of the invention, in the above method, the game evaluation page includes following one or more：Refer to
The game evaluation page in fixed game；The game evaluation page in gaming platform；The game promotion page of specified game.It is specific and
Speech, in one embodiment of the invention, in the above method, each game evaluation page corresponds to a first game evaluation number respectively
According to weight；Include to the game evaluation data of specified game by Weight Acquisition one or more user：According to the game evaluation page
The corresponding first game evaluation data weighting of game evaluation data and the game evaluation page of return generates user to the specified trip
The game evaluation data of play.
For example, the game evaluation page in game is to play the user that this is played to see and fill in trip therein
Review of a play valence questionnaire, thus can be accessed compared to platform user and in the gaming platform filled in the game evaluation page user
The user's evaluation questionnaire for promoting the page evaluated questionnaire, played really played the game evaluation data of player's offer of game more
There is confidence level, therefore its corresponding first game evaluation data weighting can be higher than remaining two ways.Wherein, the trip in game
The review of a play valence page can be shown under the tactful certain condition according to game operator, such as when the role of user in gaming reaches
Given level, user continuously log in full certain number of days of game etc..And the game evaluation page in gaming platform can be at this
In the homepage of game, the popularization page of game can be the popularization page in some pop-ups that gaming platform is the popularization Game Setting
Face etc..
In one embodiment of the invention, in the above method, game evaluation questionnaire includes the one or more of game
Evaluation index, each evaluation index correspond to a second game evaluation data weighting respectively；Receive the trip that the game evaluation page returns
Review of a play valence mumber is according to including：Receive the game evaluation data corresponding with each evaluation index that the game evaluation page returns；It is obtained by weight
One or more users are taken to include to the game evaluation data of specified game：According to game evaluation number corresponding with each evaluation index
According to the second game evaluation data weighting, generate game evaluation data of the user to the specified game.
In the present embodiment, careful setting has been carried out to game evaluation questionnaire itself, such as different from above-described embodiment
In " recommendations " and " not recommending " two options are only set, can also be multiple for game picture, playing method, background story, music etc.
Such as 1-5 points of different score is arranged in evaluation index.And different evaluation indexes is also can correspond to the second different game evaluations
Data weighting, such as the player of concern game backstory is a small number of relatively, the second game evaluation data weighting will be less than
Second game evaluation data weighting of playing method.
In one embodiment of the invention, in the above method, each user's class of user type is endowed third game evaluation
Data weighting includes to the game evaluation data of specified game by Weight Acquisition one or more user：According to game evaluation page
The third game evaluation data weighting for the game evaluation data and user that face returns generates user and comments the game of the specified game
Valence mumber evidence.
In the above embodiments, although game evaluation questionnaire is arranged in game, game peripheral sets game evaluation questionnaire
Mode can simply, roughly distinguish and carry out the user of game evaluation and whether played game, although can obtain relatively good
Effect, but it is very not careful.And user is when playing, there are many more indexs can influence the pertinent of its evaluation
Degree, for example, in online game, the game experiencing usually supplemented player with money and do not supplement player with money is significant, the evaluation to game
Also it can have differences.Therefore can third game evaluation data weighting be set according to user type in the present embodiment.
In one embodiment of the invention, in the above method, the criteria for classification of user type include following one kind or
It is a variety of：Total playtime in specified game, total recharge amount in specified game, game in specified game into
Degree, the role hierarchy in specified game, the type of play carried out in gaming platform, the grade in gaming platform,
Total recharge amount in gaming platform, total playtime in gaming platform.
For example, the longer player of total playtime in specified game is the severe player of the game, it is past to the game
Toward the understanding for having oneself original, in the intercommunion platforms such as community, forum, the game evaluation of these players also tends to obtain
The approval of most people；It is often huge to supplement the experience change brought for user with money, or even many game insiders praise
With " there are the services that free player, and operation provide for payment player in game " such evaluation, user is supplemented with money, especially
It is that the user spoken utterances power of total recharge amount higher (commonly referred to as big R user) is also heavier.Game ratings are also one important
Considerations have some game even to have the saying of " beginning that full grade is only game ", therefore the third game of full grade player is commented
Valence data weighting is also that can be higher than less than grade player.In addition to the experience in specified game, according to user in gaming platform
In performance can also be used as considering for user type division, for example, for a male to game, even senior women to
The game evaluation of game player also lacks certain component.Therefore the type of play played according to user, it may be determined that it is to each
The language weight that class game is evaluated is also different.
In one embodiment of the invention, in the above method, the trip of specified quantity game is included in game recommdation list
It play promotion message and corresponding is linked with each game；It is linked as the game promotion page link accordingly played and/or corresponding
The games page of game links.
For example, game recommdation list is a recommendation list for including 20 sections of game, there is this 20 sections trips in list
The game name of play, and each game name can be clicked, that is, correspond to a link.For web game, this
Link can be games page link, that is, game is just logged in after clicking；In addition it is also possible to be game promotion page link, visit
User is recognized that the playing method of game, background story etc. after asking.
In one embodiment of the invention, the above method further includes：In response to including the client of game recommdation function
The game recommdation of transmission is asked, and at least part of recommendation page for including game recommdation list is returned.
Wherein, including the client of game recommdation function can be browser or other have cooperation pass with gaming platform
The software of system or application.It can be the page in browser in a new window to recommend the page, can also be an advertisement bullet
The recommendation page in window.In the present embodiment, game recommdation list is either one includes all to play in gaming platform
Table can also be the table for only including which part game, for having 100 sections of game in game recommdation list, these are primary
It is presented to user, can not often play good effect, and can more be obtained titled with the game recommdation list of titles such as " TOP10 "
Obtain the favor of user.Therefore, in the present embodiment, what is showed for the first time can be the recommendation for the part for only including game recommdation list
The page, user more play if it is desired to understanding in game recommdation list, and it is new to jump to further to carry out clicking operation
The page watched.
In one embodiment of the invention, the above method further includes：User is recorded in a or more moneys by user identifier
Game data in game；Game recommdation request includes user identifier, at least part of recommendation of Resume Mission recommendation list
The page includes：Determine that non-recommended is played according to the corresponding game data of user identifier, so that it does not include non-recommended in the page to recommend
Game.
Although in above embodiment, the game in game recommdation list is determining according to the evaluation of user, is gone back
It has a problem that：If user dabbles extensively, it is easy to occur largely playing in game recommdation list and all play, in this way should
Game recommdation list for the user meaning with regard to little.It therefore in the present embodiment, can or more moneys a according to user
Game data in game determines which game can not be recommended to it, such as the game played of user or is playing
In reach the game of certain grade, can not occur in recommending the page.It thereby realizes and realizes individual character for specific user
The game recommdation of change is realized in " thousand people, thousand face ".
For example, the new user A of gaming platform first day, which is accessed, recommends the page, it is seen that game recommdation list (including 10 sections
Game, which is all suitable for all new users of the gaming platform, because these new users played trip not yet
Any money game in play platform).The new user A accesses 3 sections of game in game recommdation list, access here
May include creating role into after playing to carry out examination object for appreciation, it can also be including having only reached to games page, but no establishment role
Carry out substantive operations.And the new user A was accessed at second day when recommending the page, three sections of game that he once accessed just are gone
Fall, but changed three sections of other game, in this way, becoming more for the game type that user recommends, it is easier to user be attracted to carry out
It attempts, recommends the novelty of list fine for a user.
Fig. 2 shows a kind of structural schematic diagrams of game recommdation device according to an embodiment of the invention.The device has
Body can be applied to the server side of gaming platform.As shown in Fig. 2, game recommdation device 200 includes：
Game evaluation data capture unit 210 is suitable for the game to specified game by Weight Acquisition one or more user
Evaluate data.
Here user can be the user of gaming platform or the user etc. of specified game, comment the game of specified game
Valence mumber evidence can reflect recommendation degree of the user to specified game or the fancy grade to this game, and obtain multiple use
The game evaluation data at family can reflect that masses are to the evaluation of the game then in the case where sample size is larger
It is bad, if to be interested in play.It can for example be realized in specific implementation with marking mode, it is however generally that, scoring is higher, then user
To the recommendation higher of the game.
However, if the evaluation of all users there is certain drawbacks, such as buying there is no weight differentiation is carried out
When commodity, people usually prefer to listen to the evaluation of actual use person, this is also similar in scene of game, game player
Usually prefer to listen to the evaluation of other players actually played.Therefore, one or more obtaining in the embodiment of the present invention
User to can be arranged weight when the game evaluation data of specified game according to factors such as user type, evaluation sources, such as with
The game score (game evaluation data) that family provides is 10 points, but since the user did not played the game, scoring will be beaten
One discount 0.6, obtained actual play scoring is 6 points, and 6 points are pressed when calculating game overall score (game overall assessment data)
Subsequently calculated.
Game overall assessment data generating unit 220, the game for being suitable for generating specified game according to game evaluation data are total
Body evaluates data.
Game recommdation unit 230, suitable for according to the game overall assessment data respectively played in gaming platform, generating game and pushing away
Recommend list.For example, can generate to obtain the game overall assessment data of specified game in such a way that summation is averaged again.
Currently, each gaming platform (be usually not the direct network operator of game, but promoted etc. as channel side)
When carrying out game recommdation, it is often based on the business revenue strategy generating game ranking list of gaming platform itself, for example, certain money is newly swum
The operator of play has paid special advertising expense, then the new game is placed in ranking list first place whithin a period of time for it；Or certain
Money game is that the income that gaming platform is brought is most, then the game is placed in ranking list first place, etc..
These modes for generating game ranking list no doubt can bring certain income for gaming platform, and in previous reality
There is good user's attraction in trampling, but has showed tired state.The analysis found that the characteristics of these ranking lists be
In certain time, the game in ranking list can't change, and not accounted for completely from user experience.
Therefore, it in the embodiment of the present invention, is accounted for from the angle of user, user is easier to generate which game emerging
Interest is more likely to which game played, this is not that can obtain accurate result according to the prediction of operation, and pass through acquisition user
To the game evaluation data of game, then which more worth recommendation of game can be accurately weighed out.
As it can be seen that device shown in Fig. 2 obtains trip of the user to playing in gaming platform by the mutual cooperation of each unit
Review of a play valence mumber evidence is generated the game overall assessment data of each game based on this, can generate the recommended games based on user's evaluation
List, each game wherein included may more be favored by user, can also attract user to carry out examination object for appreciation and become regular user.
The technical solution considers the mode interacted with user, the recommended games of generation in design from the angle of user
List more meets user demand, has both improved the experience of user, also brings more incomes for operator.
In one embodiment of the invention, in above-mentioned apparatus, game evaluation data capture unit 210, be suitable for generate with
Specified corresponding game evaluation questionnaire of playing, to be shown in the game evaluation page；And suitable for receiving game evaluation page
The game evaluation data that face returns, game evaluation data are generated to the operation of game evaluation questionnaire according to user.
The mode of game evaluation questionnaire is filled in by using family in the present embodiment to obtain game evaluation data.For example,
In a simple game evaluation questionnaire, one " recommendation " button of middle setting and " a not recommending " button, if user clicks
" recommendation " button is then considered as user and recommends the game, and being considered as user if user clicks " not recommending " button does not evaluate the trip
Play.If the corresponding game score of " recommendation " button is 10 points, the corresponding game score of " not recommending " button is 0 point, then most
The score value of calculated game overall score corresponds to game overall assessment data above in [0.10] section eventually.
In one embodiment of the invention, in above-mentioned apparatus, the game evaluation page includes following one or more：Refer to
The game evaluation page in fixed game；The game evaluation page in gaming platform；The game promotion page of specified game.It is specific and
Speech, in one embodiment of the invention, in above-mentioned apparatus, each game evaluation page corresponds to a first game evaluation number respectively
According to weight；Game evaluation data capture unit 210 is commented suitable for the game evaluation data returned according to the game evaluation page and game
The corresponding first game evaluation data weighting of the valence page generates game evaluation data of the user to the specified game.
For example, the game evaluation page in game is to play the user that this is played to see and fill in trip therein
Review of a play valence questionnaire, thus can be accessed compared to platform user and in the gaming platform filled in the game evaluation page user
The user's evaluation questionnaire for promoting the page evaluated questionnaire, played really played the game evaluation data of player's offer of game more
There is confidence level, therefore its corresponding first game evaluation data weighting can be higher than remaining two ways.Wherein, the trip in game
The review of a play valence page can be shown under the tactful certain condition according to game operator, such as when the role of user in gaming reaches
Given level, user continuously log in full certain number of days of game etc..And the game evaluation page in gaming platform can be at this
In the homepage of game, the popularization page of game can be the popularization page in some pop-ups that gaming platform is the popularization Game Setting
Face etc..
In one embodiment of the invention, in above-mentioned apparatus, game evaluation questionnaire includes the one or more of game
Evaluation index, each evaluation index correspond to a second game evaluation data weighting respectively；Game evaluation data capture unit 210,
The game evaluation data corresponding with each evaluation index returned suitable for receiving the game evaluation page, according to corresponding with each evaluation index
Game evaluation data and the second game evaluation data weighting, generate game evaluation data of the user to the specified game.
In the present embodiment, careful setting has been carried out to game evaluation questionnaire itself, such as different from above-described embodiment
In " recommendations " and " not recommending " two options are only set, can also be multiple for game picture, playing method, background story, music etc.
Such as 1-5 points of different score is arranged in evaluation index.And different evaluation indexes is also can correspond to the second different game evaluations
Data weighting, such as the player of concern game backstory is a small number of relatively, the second game evaluation data weighting will be less than
Second game evaluation data weighting of playing method.
In one embodiment of the invention, in above-mentioned apparatus, each user's class of user type is endowed third game evaluation
Data weighting；Game evaluation data capture unit 210, the game evaluation data for being suitable for being returned according to the game evaluation page and user
Third game evaluation data weighting, generate game evaluation data of the user to the specified game.
In the above embodiments, although game evaluation questionnaire is arranged in game, game peripheral sets game evaluation questionnaire
Mode can simply, roughly distinguish and carry out the user of game evaluation and whether played game, although can obtain relatively good
Effect, but it is very not careful.And user is when playing, there are many more indexs can influence the pertinent of its evaluation
Degree, for example, in online game, the game experiencing usually supplemented player with money and do not supplement player with money is significant, the evaluation to game
Also it can have differences.Therefore can third game evaluation data weighting be set according to user type in the present embodiment.
In one embodiment of the invention, in above-mentioned apparatus, the criteria for classification of user type include following one kind or
It is a variety of：Total playtime in specified game, total recharge amount in specified game, game in specified game into
Degree, the role hierarchy in specified game, the type of play carried out in gaming platform, the grade in gaming platform,
Total recharge amount in gaming platform, total playtime in gaming platform.
For example, the longer player of total playtime in specified game is the severe player of the game, it is past to the game
Toward the understanding for having oneself original, in the intercommunion platforms such as community, forum, the game evaluation of these players also tends to obtain
The approval of most people；It is often huge to supplement the experience change brought for user with money, or even many game insiders praise
With " there are the services that free player, and operation provide for payment player in game " such evaluation, user is supplemented with money, especially
It is that the user spoken utterances power of total recharge amount higher (commonly referred to as big R user) is also heavier.Game ratings are also one important
Considerations have some game even to have the saying of " beginning that full grade is only game ", therefore the third game of full grade player is commented
Valence data weighting is also that can be higher than less than grade player.In addition to the experience in specified game, according to user in gaming platform
In performance can also be used as considering for user type division, for example, for a male to game, even senior women to
The game evaluation of game player also lacks certain component.Therefore the type of play played according to user, it may be determined that it is to each
The language weight that class game is evaluated is also different.
In one embodiment of the invention, in above-mentioned apparatus, the trip of specified quantity game is included in game recommdation list
It play promotion message and corresponding is linked with each game；It is linked as the game promotion page link accordingly played and/or corresponding
The games page of game links.
For example, game recommdation list is a recommendation list for including 20 sections of game, there is this 20 sections trips in list
The game name of play, and each game name can be clicked, that is, correspond to a link.For web game, this
Link can be games page link, that is, game is just logged in after clicking；In addition it is also possible to be game promotion page link, visit
User is recognized that the playing method of game, background story etc. after asking.
In one embodiment of the invention, in above-mentioned apparatus, game recommdation unit 230 is adapted for comprising game
The game recommdation request that the client of recommendation function is sent, returns at least part of recommendation page for including game recommdation list.
Wherein, including the client of game recommdation function can be browser or other have cooperation pass with gaming platform
The software of system or application.It can be the page in browser in a new window to recommend the page, can also be an advertisement bullet
The recommendation page in window.In the present embodiment, game recommdation list is either one includes all to play in gaming platform
Table can also be the table for only including which part game, for having 100 sections of game in game recommdation list, these are primary
It is presented to user, can not often play good effect, and can more be obtained titled with the game recommdation list of titles such as " TOP10 "
Obtain the favor of user.Therefore, in the present embodiment, what is showed for the first time can be the recommendation for the part for only including game recommdation list
The page, user more play if it is desired to understanding in game recommdation list, and it is new to jump to further to carry out clicking operation
The page watched.
In one embodiment of the invention, above-mentioned apparatus further includes：Game data recording unit (not shown), is suitable for
By game data of the user identifier record user in the game of a or more moneys；Game recommdation request includes user identifier；Trip
Play recommendation unit 230, suitable for determining that non-recommended is played according to the corresponding game data of user identifier, so as to recommend not wrap in the page
Include non-recommended game.
Although in above embodiment, the game in game recommdation list is determining according to the evaluation of user, is gone back
It has a problem that：If user dabbles extensively, it is easy to occur largely playing in game recommdation list and all play, in this way should
Game recommdation list for the user meaning with regard to little.It therefore in the present embodiment, can or more moneys a according to user
Game data in game determines which game can not be recommended to it, such as the game played of user or is playing
In reach the game of certain grade, can not occur in recommending the page.It thereby realizes and realizes individual character for specific user
The game recommdation of change is realized in " thousand people, thousand face ".
For example, the new user A of gaming platform first day, which is accessed, recommends the page, it is seen that game recommdation list (including 10 sections
Game, which is all suitable for all new users of the gaming platform, because these new users played trip not yet
Any money game in play platform).The new user A accesses 3 sections of game in game recommdation list, access here
May include creating role into after playing to carry out examination object for appreciation, it can also be including having only reached to games page, but no establishment role
Carry out substantive operations.And the new user A was accessed at second day when recommending the page, three sections of game that he once accessed just are gone
Fall, but changed three sections of other game, in this way, becoming more for the game type that user recommends, it is easier to user be attracted to carry out
It attempts, recommends the novelty of list fine for a user.
In conclusion technical scheme of the present invention, by obtaining user to the game evaluation data played in gaming platform,
The game overall assessment data that each game is generated based on this, can generate the recommended games list based on user's evaluation, wherein wrapping
Each game contained may more be favored by user, can also attract user to carry out examination object for appreciation and become regular user.The technical solution
From the angle of user, the mode interacted with user is considered in design, and the recommended games list of generation more meets
User demand had both improved the experience of user, also brought more incomes for operator.
It should be noted that：
Algorithm and display be not inherently related to any certain computer, virtual bench or miscellaneous equipment provided herein.
Various fexible units can also be used together with teaching based on this.As described above, it constructs required by this kind of device
Structure be obvious.In addition, the present invention is not also directed to any certain programmed language.It should be understood that can utilize various
Programming language realizes the content of invention described herein, and the description done above to language-specific is to disclose this hair
Bright preferred forms.
In the instructions provided here, numerous specific details are set forth.It is to be appreciated, however, that the implementation of the present invention
Example can be put into practice without these specific details.In some instances, well known method, structure is not been shown in detail
And technology, so as not to obscure the understanding of this description.
Similarly, it should be understood that in order to simplify the disclosure and help to understand one or more of each inventive aspect,
Above in the description of exemplary embodiment of the present invention, each feature of the invention is grouped together into single implementation sometimes
In example, figure or descriptions thereof.However, the method for the disclosure should be construed to reflect following intention：It is i.e. required to protect
Shield the present invention claims the more features of feature than being expressly recited in each claim.More precisely, as following
Claims reflect as, inventive aspect is all features less than single embodiment disclosed above.Therefore,
Thus the claims for following specific implementation mode are expressly incorporated in the specific implementation mode, wherein each claim itself
All as a separate embodiment of the present invention.
Those skilled in the art, which are appreciated that, to carry out adaptively the module in the equipment in embodiment
Change and they are arranged in the one or more equipment different from the embodiment.It can be the module or list in embodiment
Member or component be combined into a module or unit or component, and can be divided into addition multiple submodule or subelement or
Sub-component.Other than such feature and/or at least some of process or unit exclude each other, it may be used any
Combination is disclosed to all features disclosed in this specification (including adjoint claim, abstract and attached drawing) and so to appoint
Where all processes or unit of method or equipment are combined.Unless expressly stated otherwise, this specification (including adjoint power
Profit requires, abstract and attached drawing) disclosed in each feature can be by providing the alternative features of identical, equivalent or similar purpose come generation
It replaces.
In addition, it will be appreciated by those of skill in the art that although some embodiments described herein include other embodiments
In included certain features rather than other feature, but the combination of the feature of different embodiments means in of the invention
Within the scope of and form different embodiments.For example, in the following claims, embodiment claimed is appointed
One of meaning mode can use in any combination.
The all parts embodiment of the present invention can be with hardware realization, or to run on one or more processors
Software module realize, or realized with combination thereof.It will be understood by those of skill in the art that can use in practice
Microprocessor or digital signal processor (DSP) come realize in game recommdation device according to the ... of the embodiment of the present invention some or
The some or all functions of person's whole component.The present invention is also implemented as one for executing method as described herein
Divide either whole equipment or program of device (for example, computer program and computer program product).Such this hair of realization
Bright program can may be stored on the computer-readable medium, or can be with the form of one or more signal.It is such
Signal can be downloaded from internet website and be obtained, and either provided on carrier signal or provided in any other forms.
For example, Fig. 3 shows a kind of structural representation of computer readable storage medium according to an embodiment of the invention
Figure.The computer readable storage medium 300 is stored with the computer-readable program for executing steps of a method in accordance with the invention
Code 310, such as can be by the program code of the processor of electronic equipment reading, when these program codes are run by electronic equipment
When, cause the electronic equipment to execute each step in method described above.Program code can carry out in a suitable form
Compression.
It should be noted that the present invention will be described rather than limits the invention for above-described embodiment, and ability
Field technique personnel can design alternative embodiment without departing from the scope of the appended claims.In the claims,
Any reference mark between bracket should not be configured to limitations on claims.Word "comprising" does not exclude the presence of not
Element or step listed in the claims.Word "a" or "an" before element does not exclude the presence of multiple such
Element.The present invention can be by means of including the hardware of several different elements and being come by means of properly programmed computer real
It is existing.In the unit claims listing several devices, several in these devices can be by the same hardware branch
To embody.The use of word first, second, and third does not indicate that any sequence.These words can be explained and be run after fame
Claim.
Embodiment of the invention discloses that A1, a kind of game recommdation method, including：
By Weight Acquisition one or more user to the game evaluation data of specified game；
The game overall assessment data of the specified game are generated according to the game evaluation data；
According to the game overall assessment data respectively played in gaming platform, game recommdation list is generated.
A2, the method as described in A1, wherein described that the game of specified game is commented by Weight Acquisition one or more user
Valence mumber is according to including：
Game evaluation questionnaire corresponding with the specified game is generated, to be shown in the game evaluation page；
The game evaluation data that the game evaluation page returns are received, the game evaluation data are according to user to institute
State the operation generation of game evaluation questionnaire.
A3, the method as described in A2, wherein the game evaluation page includes following one or more：
The game evaluation page in the specified game；
The game evaluation page in gaming platform；
The game promotion page of the specified game.
A4, the method as described in A3, wherein each game evaluation page corresponds to the first game evaluation data power respectively
Weight；
It is described to include to the game evaluation data of specified game by Weight Acquisition one or more user：According to the game
The game evaluation data and the corresponding first game evaluation data weighting of the game evaluation page that the page returns are evaluated, generates and uses
Game evaluation data of the family to the specified game.
A5, the method as described in A2, wherein the game evaluation questionnaire includes one or more evaluations of the game
Index, each evaluation index correspond to a second game evaluation data weighting respectively；
It is described to receive the game evaluation data that the game evaluation page returns and include：The game evaluation page is received to return
The game evaluation data corresponding with each evaluation index returned；
It is described to include to the game evaluation data of specified game by Weight Acquisition one or more user：According to each evaluation
The corresponding game evaluation data of index and the second game evaluation data weighting generate game evaluation number of the user to the specified game
According to.
A6, the method as described in A2, wherein each user's class of user type is endowed third game evaluation data weighting, institute
It states and includes to the game evaluation data of specified game by Weight Acquisition one or more user：
The third game evaluation data power of the game evaluation data and the user that are returned according to the game evaluation page
Weight generates game evaluation data of the user to the specified game.
A7, the method as described in A6, wherein the criteria for classification of the user type includes following one or more：
Total playtime in the specified game, total recharge amount in the specified game, described specified
Game progress in game, the role hierarchy in the specified game, the type of play carried out in the gaming platform,
Grade in the gaming platform, total recharge amount in the gaming platform, total game in the gaming platform
Time.
A8, the method as described in A1, wherein the game promotion letter comprising specified quantity game in the game recommdation list
It breath and corresponding is linked with each game；
It is described to be linked as the game promotion page link accordingly played and/or the games page accordingly played link.
A9, the method as described in A1, wherein this method further includes：
In response to the game recommdation request that the client comprising game recommdation function is sent, it includes the game recommdation to return
At least part of recommendation page of list.
A10, the method as described in A9, wherein this method further includes：By user identifier, record user swims in a or more moneys
Game data in play；
The game recommdation request includes user identifier, at least part of recommendation page of the Resume Mission recommendation list
Face includes：Determine that non-recommended is played according to the corresponding game data of the user identifier, so as to not include in the recommendation page
The non-recommended game.
The embodiment of the present invention also discloses B11, a kind of game recommdation device, including：
Game evaluation data capture unit is suitable for the game evaluation to specified game by Weight Acquisition one or more user
Data；
Game overall assessment data generating unit, suitable for generating the trip of the specified game according to the game evaluation data
Play overall assessment data；
Game recommdation unit, suitable for according to the game overall assessment data respectively played in gaming platform, generating game recommdation
List.
B12, the device as described in B11, wherein
The game evaluation data capture unit is suitable for generating game evaluation questionnaire corresponding with the specified game, with
It is shown in the game evaluation page；And the game evaluation data returned suitable for receiving the game evaluation page, it is described
Game evaluation data are generated to the operation of the game evaluation questionnaire according to user.
B13, the device as described in B12, wherein the game evaluation page includes following one or more：The finger
The game evaluation page in fixed game；The game evaluation page in gaming platform；The game promotion page of the specified game.
B14, the device as described in B13, wherein each game evaluation page corresponds to the first game evaluation data power respectively
Weight；
The game evaluation data capture unit, the game evaluation data for being suitable for being returned according to the game evaluation page with
The corresponding first game evaluation data weighting of the game evaluation page generates game evaluation number of the user to the specified game
According to.
B15, the device as described in B12, wherein the game evaluation questionnaire includes that the one or more of the game is commented
Valence index, each evaluation index correspond to a second game evaluation data weighting respectively；
The game evaluation data capture unit, suitable for the reception game evaluation page return and each evaluation index pair
The game evaluation data answered, it is raw according to game evaluation data corresponding with each evaluation index and the second game evaluation data weighting
At user to the game evaluation data of the specified game.
B16, the device as described in B12, wherein each user's class of user type is endowed third game evaluation data weighting；
The game evaluation data capture unit, the game evaluation data for being suitable for being returned according to the game evaluation page with
The third game evaluation data weighting of the user generates game evaluation data of the user to the specified game.
B17, the device as described in B16, wherein the criteria for classification of the user type includes following one or more：
Total playtime in the specified game, total recharge amount in the specified game, described specified
Game progress in game, the role hierarchy in the specified game, the type of play carried out in the gaming platform,
Grade in the gaming platform, total recharge amount in the gaming platform, total game in the gaming platform
Time.
B18, the device as described in B11, wherein include the game promotion of specified quantity game in the game recommdation list
It information and corresponding is linked with each game；The game promotion page link for being linked as accordingly playing and/or corresponding trip
The games page of play links.
B19, the device as described in B11, wherein
The game recommdation unit is adapted for the game recommdation that the client comprising game recommdation function is sent and asks
It asks, returns at least part of recommendation page for including the game recommdation list.
B20, the device as described in B19, wherein the device further includes：
Game data recording unit is suitable for the game data in the game of a or more moneys by user identifier record user；
The game recommdation request includes user identifier；
The game recommdation unit, suitable for determining that non-recommended is played according to the corresponding game data of the user identifier, with
Make not including that the non-recommended is played in the recommendation page.
The embodiment of the present invention also discloses C21, a kind of computer readable storage medium, wherein described computer-readable
The one or more programs of storage medium storage, one or more of programs when being executed by a processor, are realized as in A1-A10
Any one of them method.
Claims (10)
1. a kind of game recommdation method, including：
By Weight Acquisition one or more user to the game evaluation data of specified game；
The game overall assessment data of the specified game are generated according to the game evaluation data；
According to the game overall assessment data respectively played in gaming platform, game recommdation list is generated.
2. the method for claim 1, wherein game by Weight Acquisition one or more user to specified game
Evaluating data includes：
Game evaluation questionnaire corresponding with the specified game is generated, to be shown in the game evaluation page；
The game evaluation data that the game evaluation page returns are received, the game evaluation data are according to user to the trip
What the operation of review of a play valence questionnaire generated.
3. method as claimed in claim 2, wherein the game evaluation page includes following one or more：
The game evaluation page in the specified game；
The game evaluation page in gaming platform；
The game promotion page of the specified game.
4. method as claimed in claim 3, wherein each game evaluation page corresponds to the first game evaluation data power respectively
Weight；
It is described to include to the game evaluation data of specified game by Weight Acquisition one or more user：According to the game evaluation
The game evaluation data and the corresponding first game evaluation data weighting of the game evaluation page that the page returns, generate user couple
The game evaluation data of the specified game.
5. method as claimed in claim 2, wherein the game evaluation questionnaire includes that the one or more of the game is commented
Valence index, each evaluation index correspond to a second game evaluation data weighting respectively；
It is described to receive the game evaluation data that the game evaluation page returns and include：Receive what the game evaluation page returned
Game evaluation data corresponding with each evaluation index；
It is described to include to the game evaluation data of specified game by Weight Acquisition one or more user：According to each evaluation index
Corresponding game evaluation data and the second game evaluation data weighting generate game evaluation data of the user to the specified game.
6. a kind of game recommdation device, including：
Game evaluation data capture unit is suitable for the game evaluation number to specified game by Weight Acquisition one or more user
According to；
Game overall assessment data generating unit, the game suitable for generating the specified game according to the game evaluation data are total
Body evaluates data；
Game recommdation unit, suitable for according to the game overall assessment data respectively played in gaming platform, generating game recommdation list.
7. device as claimed in claim 6, wherein
The game evaluation data capture unit is suitable for generating game evaluation questionnaire corresponding with the specified game, to swim
It is shown in the review of a play valence page；And the game evaluation data returned suitable for receiving the game evaluation page, the game
Evaluation data are generated to the operation of the game evaluation questionnaire according to user.
8. device as claimed in claim 7, wherein the game evaluation page includes following one or more：The finger
The game evaluation page in fixed game；The game evaluation page in gaming platform；The game promotion page of the specified game.
9. device as claimed in claim 8, wherein each game evaluation page corresponds to the first game evaluation data power respectively
Weight；
The game evaluation data capture unit, game evaluation data for being suitable for being returned according to the game evaluation page and described
The corresponding first game evaluation data weighting of the game evaluation page generates game evaluation data of the user to the specified game.
10. a kind of computer readable storage medium, wherein the computer-readable recording medium storage one or more program,
One or more of programs when being executed by a processor, realize the method as described in any one of claim 1-5.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201810209960.7A CN108744523A (en) | 2018-03-14 | 2018-03-14 | Game recommdation method, apparatus and computer readable storage medium |
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| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201810209960.7A CN108744523A (en) | 2018-03-14 | 2018-03-14 | Game recommdation method, apparatus and computer readable storage medium |
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