CN102201026A - Method and system for recommending information to players in virtual environment - Google Patents
Method and system for recommending information to players in virtual environment Download PDFInfo
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Abstract
The invention discloses a method and system for recommending information to players in s virtual environment. The method comprises the steps of: obtaining one or several groups of related virtual activity information based on games for the players; confirming one or several virtual communities according to the obtained virtual activity information; confirming one or several groups of virtual goods, concepts, activities, players and roles in which the payers may have potential interests according to the one or several virtual communities, and recommending to the players. The method and system for recommending information to the players in the virtual environment, provided by the invention, can be used for recommending virtual goods, concepts, activities, players and roles in which the payers may have potential interests to users.
Description
Technical field
The invention belongs to the computer game technical field, relate to a kind of recommend method of recreation, relate in particular to a kind of method of in virtual environment, carrying out information recommendation for the player; Simultaneously, the invention still further relates to a kind of commending system corresponding, the invention further relates to a kind of dummy activity analytic system based on recreation with said method.
Background technology
For online RPG (Role-playing game) of many people (MMORPG) or other multi-player gaming, dummy activity and virtual community are more and more usual, become increasingly complex, and be also more and more important.The game player also by game lover website, forum, customer group and other virtual or non-virtual community, obtains the relevant guidance and the recommendation of game content not only by official website and handbook from other game player.Game content guidance, recommendation and backup system and method are in development constantly, the role's of virtual objects, notion, activity, player and interesting or potential interest recommendation is provided for particular player, along with the appearance of free game and virtual article trading pattern, these method and systems are also more and more had practicality and a benefit property.A kind of perfect game content commending system and method, especially content recommendation system and the method in the recreation can encourage the player to enliven more and carry out dummy activity, encourage the player to participate in virtual community greatly simultaneously.Yet, nowadays also do not have similar system or method to occur.
Summary of the invention
Technical matters to be solved by this invention is: a kind of method of carrying out information recommendation in virtual environment for the player is provided, can be the user and recommend virtual objects, notion, activity, player, and the player has the role of potential interest.
Simultaneously, the present invention also provides a kind of system of in virtual environment for player carrying out information recommendation corresponding with said method.
In addition, the present invention further provides a kind of dummy activity analytic system based on recreation.
For solving the problems of the technologies described above, the present invention adopts following technical scheme:
A kind of method of in virtual environment, carrying out information recommendation for the player, described method is in order to determine virtual objects, notion, activity, player and the role that potential interest is arranged; This method comprises:
For a plurality of players obtain one or more groups dummy activity relevant information based on recreation;
Determine one or more virtual communities according to the dummy activity information that obtains;
According to described one or more virtual communities, determine one or more groups virtual objects, notion, activity, player and the role that potential interest is arranged, the player is recommended.
As a preferred embodiment of the present invention, describedly obtain the information relevant and comprise virtual objects, notion, activity, player or the role who obtains Mission Objective behavioural information or rank upgrade information or virtual equipment information or player's technical ability information or user's mark with dummy activity.
As a preferred embodiment of the present invention, described method further comprises: one or more implicit virtual communities and one or more external virtual community are integrated.
As a preferred embodiment of the present invention, determine that one or more implicit virtual communities comprise the general character of determining the dummy activity between the player.
As a preferred embodiment of the present invention, described method further comprises: the general character of determining the dummy activity between the player according to one or more groups recreation term classification.
As a preferred embodiment of the present invention, determine virtual objects, notion, activity, player and have the role of potential interest to comprise definite virtual content.
As a preferred embodiment of the present invention, described method further comprises: the role who recommends virtual objects, notion, activity, player and potential interest is arranged.
As a preferred embodiment of the present invention, described recommendation step is by providing a graphic user interface.
A kind of method of in virtual environment, carrying out information recommendation for the player, described method is in order to determine virtual objects, notion, activity, player and the role that potential interest is arranged; This method comprises:
For the multiplayer obtain multiple based on recreation, based on the relevant information of the dummy activity of chat in the recreation;
The dummy activity information based on chat in the recreation that obtains by the analysis of recreation term classification is determined the virtual community of the specific activities that at least one implies, and this virtual community comprises one group of player among the multiplayer;
The information relevant according to the virtual community of this specific activities is determined virtual objects or the player of potential interest is arranged, thereby the user among this group player in the virtual community of specific activities is recommended.
As a preferred embodiment of the present invention, described analytical procedure comprises: use the classification based on the recreation term to semantic sensitivity that association is come out from the virtual community of specific activities.
As a preferred embodiment of the present invention, described determining step comprises: according to the dummy activity information that obtains, this information indicates some players in the virtual community of one or more virtual environments or certain specific activities interesting to certain virtual objects, thereby determines that the user has the virtual objects of potential interest.
As a preferred embodiment of the present invention, described determining step comprises: determine that according to the dummy activity information that obtains the user has the virtual objects of potential interest, this information indicate the player in certain implicit specific activities recreation that certain virtual objects is interested in and this virtual objects welcome.
A kind of system that in virtual environment, carries out information recommendation for the player, described system is in order to determine virtual objects, notion, activity, player and the role that potential interest is arranged; This system comprises one or more server computer that connects recreation, many subscriber computers that connect recreation; Wherein, described one or more server computer comprises that this dummy activity analytic system comprises based on the dummy activity analytic system of recreation:
The information acquisition module, with think a plurality of players among a large amount of players obtain many groups based on recreation, based on the relevant information of the dummy activity of chat in the recreation;
The information analysis module in order to analyzing the dummy activity information based on chat in the recreation of acquisition by recreation term classification, thereby is determined implicitly, and to the virtual community of semantic responsive specific activities, this virtual community comprises one group of player among a plurality of players;
Recommending module in order to according to the information relevant with the virtual community of this specific activities, defines the virtual objects or the player of potential interest, thereby the user of this group player in the virtual community of specific activities is recommended.
As a preferred embodiment of the present invention, described system comprises the database of storing virtual activity related information.
As a preferred embodiment of the present invention, also comprise recreation in the described recreation.
As a preferred embodiment of the present invention, described dummy activity information comprises a kind of in Mission Objective behavior or the rank upgrading behavior at least.
A kind of dummy activity analytic system based on recreation is in order to determine virtual objects, notion, activity, player and the role that potential interest is arranged; Described system comprises:
The information acquisition module, with think a plurality of players among a large amount of players obtain many groups based on recreation, based on the relevant information of the dummy activity of chat in the recreation;
The information analysis module in order to analyzing the dummy activity information based on chat in the recreation of acquisition by recreation term classification, thereby is determined implicitly, and to the virtual community of semantic responsive specific activities, this virtual community comprises one group of player among a plurality of players;
Recommending module in order to according to the information relevant with the virtual community of this specific activities, defines the virtual objects or the player of potential interest, thereby the user of this group player in the virtual community of specific activities is recommended.
Beneficial effect of the present invention is: the method and system of carrying out information recommendation in virtual environment for the player that the present invention proposes, can be particular player provides the role's of virtual objects, notion, activity, player and interesting or potential interest recommendation, along with the appearance of free game and virtual article trading pattern, these method and systems are also more and more had practicality and a benefit property.The present invention can encourage the player to enliven more and carry out dummy activity especially at the commending system and the method for the information in the recreation, encourages the player to participate in virtual community greatly simultaneously.
Description of drawings
Fig. 1 is the game environment exemplary plot, and specific implementation can be in wherein operating;
Fig. 2 is the system architecture exemplary plot, can be in the enterprising line operate of physical server;
Fig. 2 A is the process flow diagram of an embodiment of the inventive method;
Fig. 3 is the process flow diagram of an embodiment of the inventive method;
Fig. 4 is the process flow diagram of an embodiment of the inventive method;
Fig. 5 is the process flow diagram of an embodiment of the inventive method.
Embodiment
Describe the preferred embodiments of the present invention in detail below in conjunction with accompanying drawing.
Embodiment one
Among the present invention, " term " in " recreation term " and " recreation term classification " broadly contained, comprise any word combination, phrase, term group, phrase group or other oral expression, and comprise various forms of that refer in particular to these and relevant with corresponding virtual game environment other relevant various information of word, term or phrase with recreation.Relevant information such as above-mentioned other various information comprise with semantic, synonym or antisense, level, comprise, relation, interdependence, analysis; This information can comprise semantic information, hierarchical information etc.Recreation term classification also comprises little word or term to a group, or comprises other information.
Among the present invention, " virtual community " broadly contained user one group of player or other associations or in some way can be related, these users are based on one or more virtual or non-virtual characteristics, behavior, character or out of Memory, no matter exist or do not have external association, in group, flock together as declarations such as squad or trade councils.In addition, a virtual community can comprise or join, be incorporated into or combine with one or more external virtual communities.Further, " virtual community of implicit specific activities " comprises and one or more specific relevant virtual communities in topic, object, field.
" virtual objects, notion, activity, player and the role that potential interest is arranged " among the present invention broadly contained virtual content, virtual product, Virtual Service and other various identifiable or specifiable virtual objects, virtual material object, virtual concept etc.For example, virtual material object and virtual concept comprise the user wish to browse, watch, equip, read, learn, experience, alternately, the thing of investigation and purchase etc.Player or role comprise player, player's selectivity role, contact person, name and other sign etc., comprise recommend to get in touch, the role of investigation or user interactions, assemble or carry out other association, perhaps even conclude the business etc.
Dummy activity as described here, has broadly been contained various forms of users or role-act.Player's dummy activity can comprise any type of behavior or activity, and the behavior or activity are related with virtual environment or other players in some way, and is perhaps related with any correlative factor of virtual environment or other players.
Dummy activity can be taked various forms.The player can be by various recreation application and the association of setting up external user to user under various operation platforms.Simultaneously, any type of user's association, no matter dummy activity or interchange are external or implicit, all are one of forms of dummy activity.Dummy activity also interrelates with virtual content.The dummy activity that virtual content is relevant comprise as rank upgrading, Mission Objective, virtual content share, blog or other are external or impliedly indicate activities such as interest or preference.Dummy activity also comprises the ludic activity under the wireless environment, for example by wireless, and hand-held or portable set such as mobile phone, palm PC (PDA) or miscellaneous equipment or the interface is imported or alternately.
In an embodiment of the present invention, virtual community can be according to player's dummy activity, as Mission Objective and relatively come to determine, derive from or infer and.For example, the general character of different players' dummy activity connects or pattern can be determined by the topic as common interest.This kind general character connects or pattern can be determined virtual objects, notion, activity, player and have the role of potential interest to recommend the player simultaneously in order to auxiliary.For example, the content of recommendation can be included in welcome content among the player of the virtual community comprehensive recreation of external or implicit game information (or comprise), and the interested content of particular player of Mission Objective pattern similarity etc.
In an embodiment of the present invention, determine that the one group of player who shares same interest topic can be associated with the recreation term classification of specific activities, maybe this recreation term classification is carried out relatedly with the reorganization player conversely, and both all can.
In of the present invention, can generate and use specific vocabulary and recreation term classification.This recreation term classification can be used to infer or helps to be inferred or definite virtual community, otherwise or, both all can.Recreation term classification is based on semantic variation.Semantic responsive recreation term classification is not only comprised word, also comprise the more accurate and abundant recreation term expression that has embodied information such as meaning, term level, synonym.
Can also comprise what game content commending system and method provided in the embodiments of the invention, use and method of operating own; Can wait and determine as Mission Objective, rank upgrading at least by user's dummy activity based on recreation.In certain embodiments, the analysis of dummy activity is comprised that also analysis mathematics, algorithm or statistics determines connection between the player or correlation degree, one group of player, topic, virtual content and combination thereof.This analysis promptly can be used to determine virtual objects, notion, activity, player and the role that potential interest is arranged for particular player.
" Label space " can comprise the analysis of the mathematics, algorithm of various forms and structure or statistics formula.For example, Label space can comprise or draw hyperspace, wherein can represent or embody the quantification of specific factor as the aspects such as axle in space.In addition, Label space can comprise: promote or in conjunction with and Mission Objective or the relevant factor of other forms of dummy activity, and with the relevant factor of recreation term of vocabulary, recreation term, recreation term classification, a user or one group of player's use.Vector between the Label space point or distance can be used to determine or estimate similarity, user behavior, Mission Objective, vocabulary, the vocabulary term between the player or play term classification and other useful or relevant judgement.
In an embodiment of the present invention, virtual objects, notion, activity, player or define the recommended user of giving of the role of potential interest.The recommendation of this game content is attaching the rationality to the explanation of this kind judgement or game content recommendation simultaneously, for example may comprise the visual explanation or the annotations and comments of play term, clause or hierarchical structure.The recommendation of this game content can enliven dummy activity and influence for example Mission Objective of user behavior with explanation, thereby improves the determinacy of implicit recreation in the future and the recommendation of game content etc.Simultaneously, player's feedback of can having an opportunity to provide is used to assess or verify the quality that game content is recommended or explained, thereby is used for improving the quality that game content is in the future recommended.In certain embodiments, in the recreation cycle, the player participates in virtual community more actively under excitation, and can better enjoy virtual content and the more relevant available virtual content of acquisition widely.Active dummy activity is encouraged because of the raising of the recommendation quality of game content.
For example, in some embodiments of the invention, the user can provide feedback to verify the virtual content of recommendation by graphic user interface.This interface makes the user provide as the front or negative feedback, perhaps verifies the recommendation of game content by search and ballot.This feedback promptly can be used to improve or improve the determinacy and the game recommdation content of game content recommendation in the future.
In certain embodiments, thus one group of player's dummy activity can be used to determine virtual objects, notion, activity, player and role recommends specific player.Dummy activity can be used to determine virtual community, thereby comes the role who determines virtual objects, notion, activity, player and potential interest is arranged to recommend specific player again from this virtual community.Virtual community can be used separately, also can in conjunction with or additional external virtual community carry out.Recreation term or recreation term classification can be used to determine virtual community.Semantic influence can be considered or be subjected to conversely to recreation term classification or its related fields.Virtual community has movable specificity.
In certain embodiments, recreation term classification can be used to determine the virtual community of implicit specific activities, and also like this conversely, both all can.The virtual community of implicit specific activities can be used to determine virtual objects or have the role of potential demand to recommend for particular player.
Represent as graphic user interface, can generate or offer the user, comprise a game content recommendation.Recreation term classification has semantic susceptibility.Represent a certain commending contents that can comprise and carry out relevant annotations and comments or other indication that rationality is judged the user.These annotations and comments can comprise in the dependent game term classification vocabulary or to quoting that it carries out.
Thereby, the user has an opportunity to provide the feedback that game content is recommended or its rationality is relevant for providing an interface.This feedback can be used to promote or improve the judgement and the content of game content recommendation in the future.In certain embodiments, vocabulary or recreation term classification comprise other task behavior in case generation is not static just and be based on some factors, user feedback, and the out of Memory of virtual community information and collection carries out corresponding modification and increases.
In certain embodiments, in order to judge or to carry out that some aspect, factor or virtual content that game content recommends can embody and analyze by Label space such as multidimensional Label space.Vector in the Label space can be indicated the degree of approach or the similarity of certain virtual content, as the similarity between the virtual portrait of particular virtual occupation, virtual association etc.This analysis can for example, recommend certain second interested article of role for certain role in order to determine the suggestion of game content, and this second role can embody because of similarity in Label space.
As mentioned above, in certain embodiments of the present invention, dummy activity comprises the virtual community of specific activities in order to determine virtual community.For example, in certain embodiment, provide any interesting topic such as game on line, virtual occupation, team's activity, upgradings etc. are by determining the virtual community of specific activities to user's dummy activity analysis that add up or algorithm, the virtual content of Gong Xianging for example, or the degree of association relevant with this topic.Have general character for certain topic, the player of pattern or correlation behavior or player's user file can be decided in specific virtual community.
In addition, the recreation term classification that changes based on semanteme can be used in analysis.Simple example comprises " Mission Objective " and " beat separately blame or white silk grade " as, recreation term classification under " rank upgrading " notion of big slightly class or topic.By this information, can determine in certain virtual environment " Mission Objective " expressed the player of interest or the player that " beat separately strange or practice level " expresses interest is among the virtual community of an implicit specific concrete activity.
Further, the words level of recreation term classification can be in order to the rationality of explain game play commending contents.For example, if also interested in simultaneously practicing the level users interest in upgrading topic and website etc., the topic of then upgrading, the Mission Objective users interest just can be recommended in websites etc.When carrying out this game content recommendation or association, explanation also is provided, this explanation comprises as also interesting to upgrading topic and website etc. for wonderful kitchen recreation (cooking) users interest or player.
In certain embodiments, set up new recreation, game content is recommended to judge similarity such as the player who comprises evaluation content or other relevant recreation factor, attached recreation, interest, topic etc. as implicit virtual community.In certain embodiments, the meaning of every content provides in Label space or other dummy activity space, and the vector that therefore compares label can be estimated the object of this vector representative.It also can be conversely in order to judge and the recommendation of definite game content.
As mentioned above, available statistical method comprises use Label space or other dummy activity space.For example, with regard to topic T, by consider label u.sub.1 relevant with u.sub.2 with T as Mission Objective, monster or other virtual content and the player compare, calculate the vector between player u.sub.1 and the u.sub.2.Virtual content can several modes carry out label: by the Mission Objective pattern, and the contrast of the game mode between player and the player, by positive feedback is provided, or in the content that provides as users such as forum's models, by employed word in the consideration model.Vector is directed, is carried out the normalization of range again.Vector functionality considered by two player's labels to relevant but be respectively consistent (intersection) and inconsistent situation, considered that also topic T is to collective or organize the significance level of virtual content entirely.(similar) to the notion of reverse file frequency (IDF).Player u.sub.1 and the u.sub.2 correlation degree in specific implicit virtual community can be embodied by the vector between these two players and be determined.
As mentioned above, used recreation term or the recreation term classification of deciding He generate among some embodiment.For example, in certain embodiments, with regard to a virtual community, no matter imply, external or its combination, the recreation term can derive from by the language of the common concrete virtual community meaning of representative of game player and generate.Recreation term or recreation term classification derivative and that generate have embodied various philological or semantic characteristics, comprise characteristics such as synonym on the main grammer, and the specified or related meaning of particular virtual community.
As mentioned above, in certain embodiments, game content is recommended to attach or the related visual explanation that offers the player, annotations and comments or indication, what explain is to determine the virtual objects of this recommendation or player's rationality, as the reason that makes a decision is that this virtual objects is relevant with this player or potential interest arranged.The recreation term of level is analyzed, and can generate by occurring certain label simultaneously as the player.This recreation term classification among others, can be determined based on the feature and the level of label.
In certain embodiments, the recreation term classification of generation can be enriched and increases by using external vocabulary, word or recreation term or word's kinds method.For example, game on line guidance and/or program corpus can be in order to determine related or connection synonym, polysemant etc.Further for example as, general recreation term also can refine from the forum of dependent game.
In certain embodiments, various forms statistics, mathematics or algorithm skill all can be used to generate recreation term classification.For example, in certain embodiment of the present invention, statistical study all can be used for text virtual content (any text that is present in the virtual community, as blog post, label) derives the vocabulary with player's personalization or virtual community characteristics.The recreation term can be the weighting level that also can comprise term, and higher leveled vocabulary can be used as topic or topic.Weight term can be represented the vector in the Label space, for example, between the topic, divides between the topic and the vector between the term.
Concrete for example as, recreation term or recreation term classification can be presented as the set of term, for example, recreation term for a N type, the linguistic context Elements C can be described in Label space by the N term vector V.sub.C that plays, and wherein V.sub.C.epsilon. represents play the degree of association between the term of C and i.sup.th.Therefore, the vector indication of the term of for example should playing and " practicing level " onrelevant have most relevance with " monster ", have medium related with " environment " and " monster ".The assessment of cosine vector can be used to the different elements in the comparison space.
As mentioned above, embodiments of the invention can be used to connect non-dummy activity, comprise and recreation official and the related behavior in game lover website.For example, embodiments of the invention can be used to connect the social content sites of recreation, comprise that the player in order to provide, uses and estimate the website of virtual content.On this recreation official and game lover website, the player can show virtual and non-virtual activity, mode that can be external, as state trade council etc., the also mode that can imply, as use, creation, creation, modification, evaluation by virtual content, or by navigation, task, sports, practice level etc. and represent or embody.Share, common or related behavior can be in order to defining new or implicit user's recreation, and be used for determining and recommending virtual objects, virtual content or the player of potential interest is arranged.Recommendation has the player of potential interest to comprise recommendation squad, the member of trade council, contact, transaction, sports, the player of team's activity etc.
The applicable recreation of embodiments of the invention is such as World of Warcraft.The player of tissues such as party and association carries out Mission Objective and team's activity in this recreation.Embodiments of the invention wait based on user's game mode and to point out or determine new virtual environment or other players' activity, come additional or strengthen user's virtual community.New virtual content can be determined and recommend to the recreation that strengthens, as potential interest is arranged concerning the user but still unknown so far new recreation style or position etc.
In certain embodiments, the implicit virtual community of determining by dummy activity comprises as the evaluation to recreation forum model, the model of similar or associated topic etc.This dummy activity also can comprise common upgrading position, playtime, and virtual article trading and buying behavior or pattern are increased to same task on its task list as the player.
As mentioned above, used recreation term classification among some embodiment.This recreation term classification can help tissue, uses and concentrated vocabulary or social virtual content website.Although player's preference is used strange or rare label, recreation term classification can be placed on this kind label in the semantic linguistic context, related as itself and higher leveled term are carried out, and come the recommendation of explain game play content by related term with reference to recreation term classification.It also can increase the user conversely to the article of recommendation or player's appreciation or understanding, and makes game content recommend to rationalize and sharpening.
As mentioned above, virtual community can be recommended the player in order to determine virtual objects, notion, activity, player or role.Such as, user's virtual community can be given the user in order to recommend new virtual content.For example, in recreation World of Warcraft, can be by the frequent number that occurs in user's virtual community recommend to upgrade position and Mission Objective.In some cases, for example to reacting from user's searching request when recommending virtual content, in user's virtual community general, the similarity between the virtual content of resource and inquiry also can be taken into account.Except ubiquity and virtual content similarity, game content is recommended also can carry out preferably comprising as the date of model or the date of inquiry etc. according to the nearest property of time.
In certain embodiments, game content is recommended and can be provided by graphic user interface, such as comprising in the running environment webpage subsidiary rational explanation outside game content is recommended.For example, game content recommends the games available term to annotate and comment on, and this term is used for deriving or definite game content is recommended.These annotations and comments can offer the user by extra metadata or linguistic context, help the user to understand source or reasoning that this game content is recommended.In addition, the user can enrich the recreation term by the inquiry of in the future extra virtual content.
Fig. 1 for example understands the exercisable game environment of specific implementation.Specific implementation of the present invention can be operated in the online RPG (Role-playing game) of many people (MMORPG).As shown in Figure 1, a specific implementation of the present invention can be operated in social gaming website 20 game environments such as grade, and recreation cloud 60 can be coupled in social gaming website 20 in operation.The recreation cloud 60 one or more recreation that are mutually related of representative usually, system can exchange with main frame as herein described in this recreation.Recreation cloud 60 comprises packet-based wide area gaming, private recreation, wireless game, satellite recreation, mobile phone games, web game, or the like.Client or user node 82 and 84 are connected in the game environment by game services provider or other suitable mode.Client node 82 and 84 comprises the mobile device of computer, mobile phone and other types, as notebook computer, palm PC (PDA) etc.
In specific realization, virtual community website 20 comprises one or more physical servers 22 and one or more database 24.Physical server 22 is connected to computer game 60 by router two 6 in operation.Allow player and virtual community to carry out alternately on physical server 22 functions, as uploading and fetch virtual content from client node 82 and 84.In one was realized, the function of physical server can comprise running environment or http server, ftp server, or the like.
Physical server 22 also points to social gaming website 20 as herein described on function.In one is realized, user's game account data can be stored in data storage area 24, comprise core information for example user identification code, password, name etc., and other the user related information pointer etc. of the module of user profile data, address, preference, money accounts information, the pointer of uploading virtual content and one or more processing virtual contents for example.The storing virtual content is gone back in given data storage area 24, for example digital virtual content data object and other media assets.Virtual content data object or virtual content object in specific implementation, are the independent numerical information of storing usually or being embodied in data file or the record.The object of virtual content may be taked various ways, comprising: text (for example, ASCII character, SGML form, html format), image (for example, JPEG, TIF and GIF), figure (based on vector or bitmap), audio frequency, video (for example MPEG), or other multimedias and combination thereof.The data of virtual content object may also comprise the object (for example, recreation can be carried out) of executable code, blog etc. in browser window or framework.On structure, lot of data storage and management system have been contained in virtual content and related data memory block 24.In specific realization, any suitable physical system can be taked in virtual content and related data memory block 24, comprise as database server component, and the high capacity storing media, the media library system, or the like.
Server host described herein system can adopt tactic system and framework widely.The example of following Solution Architecture is used to set forth illustrative purposes, but not is used for limiting or limit content of the present invention.
What equally also be connected to recreation is server computer 102.This server computer 102 comprises CPU 112 and data storage device 114.This data storage device 114 can comprise database 116 and dummy activity routine analyzer 118.This dummy activity routine analyzer 118 comprises that widely all programs, algorithm, software, module etc. implement method of the present invention and technology according to this.In various embodiments, dummy activity routine analyzer 118 can be stored on the individual server, or on a plurality of server or other computing machine or the equipment.
Fig. 2 for example understands the system architecture of tactic, is used for the operating physical server.In one embodiment, hardware system 200 comprises processor 202, buffer memory 204, and one or more application software and point to the driving of function described herein.In addition, hardware system 200 comprises high-performance I/O (I/O) bus 206 and standard I/O bus 208.Main bridge 210 is coupled to high-performance I/O bus 206 with processor 202, and I/O bus bridge 212 is coupled to the other side each other with bus 206 and 208.Installed System Memory 214 and recreation/communication interface 216 are coupled to bus 206.Hardware system 200 can further comprise the video memory (not shown) and be coupled to the display device of video memory.High capacity storage 218 and I/O port 220 are coupled to bus 208.Hardware system 200 optionally comprises keyboard and pointing device and is coupled to the display device (not shown) of bus 208.Generally speaking, these elements have been contained the computer hardware system of big class, include but not limited to general calculation machine system, as the x86 compatible processor of making based on santa clara Intel company, general headquarters are positioned at the x86 compatible processor of ultra micro company (AMD) production of California Sen Niweier, and any other suitable processor.
Following more detailed description the element of hardware system 200.Particularly, interface 216 provides the interchange between hardware system 200 and the various games, plays as Ethernet (for example IEEE 802.3) etc.High capacity storage 218 provides nonvolatil storage to carry out the above-mentioned functions that location-server 22 is implemented for data and programmed instruction, and data and programmed instruction that Installed System Memory 214 is carried out for processor 202 provide provisional storage.I/O port 220 is one or more serials and/or parallel communication port, and this port is given between extra peripherals interchange is provided, and it can be coupled to hardware system 200.
Hardware system 200 can comprise various system architectures, and hardware system 200 various reconstitutable assemblies.For example, buffer memory 204 can be positioned at processor 202 chips.In addition, buffer memory 202 and processor 204 can come together as " processor module ", by processor 202 conducts " processor core ".In addition, some embodiment of the present invention may not need, and does not comprise above-mentioned all component yet.For example, show that the peripherals that is coupled to standard I/O bus 208 can be coupled to high-performance I/O bus 206.In addition, in certain embodiments, only need unibus to exist and get final product, as long as the assembly of hardware system 200 is coupled to this unibus.In addition, hardware system 200 also can comprise extra assembly, as extra processor, and memory device, or internal memory.
As described below, in one embodiment, the operation of one or more physical servers herein is as a series of software program implementation and operations by hardware system 200 operations.These software programs comprise instruction most or series, are carried out by the processor of hardware system, as processor 202.At the beginning, series of instructions can be stored in memory device, as high capacity storage 218.Simultaneously, series of instructions also can be stored on any suitable storage medium, as disk, and CD CD, CD (ROM) and EEPROM etc.In addition, serial indication needn't be stored in this locality, can receive from remote storage device, as game server, by recreation/communication interface 216.Instruction is from memory device, as high capacity storage 218, copies in the internal memory 214, conducted interviews by processor 202 then and carries out.
The running of operating system management and control hardware system 200 comprises that the input and output data are to the software application (not shown).This operating system provides the interface between the nextport hardware component NextPort of software application that system carries out and this system.According to embodiments of the invention, operating system comprises the Windows.RTM.95/98/NT/XP/Vista operating system of Microsoft.Simultaneously, the present invention also can use other suitable operating system, as the Macintosh operating system of apple, and UNIX operating system, (SuSE) Linux OS, or the like.Certainly, other realization also is possible.For example, server capability described herein can be implemented by backboard communication by a plurality of blade servers.
Fig. 2 A is the process flow diagram according to the method 250 of the embodiment of the invention.Step 252 is included as a plurality of players and obtains the relevant information of dummy activity based on recreation.Step 254 comprises the information of analyzing acquisition by the dummy activity routine analyzer.At last, step 256 comprises at least and especially according to this analysis, determines virtual objects, notion, activity, player and the role that potential interest is arranged, thereby particular player is recommended.
Fig. 3 is the process flow diagram according to the method 300 of the embodiment of the invention.Step 302 is included as the relevant information that a plurality of players obtain the dummy activity of various ways.Step 304 comprises at least and especially determines virtual community according to the general character or the pattern of the dummy activity of deciding between the player.At last, step 306 comprises at least and especially according to one or more virtual communities, determine virtual objects, notion, activity, player, and the player has the role of potential interest.
Fig. 4 is the process flow diagram according to the method 400 of the embodiment of the invention.Step 402 is included as a plurality of players and obtains the dummy activity relevant information of chatting based in the recreation.Step 404 comprises the information that obtains of analyzing.This analysis comprises and generates and use one or more to the semantic responsive classification based on the recreation term, determines the virtual community of one or more implicit specific activities.Step 406 comprises at least and especially according to the relevant information of virtual community of the specific activities that should imply, determine virtual objects, notion, activity, player, and the player has the role of potential interest.
Fig. 5 is the process flow diagram according to the method 500 of the embodiment of the invention.Step 502 is included as the relevant information of dummy activity that one group of player obtains one of set type.Step 504 is included in this information of storage in the database.
Go to step 506, whether have the more polymorphic type of dummy activity in method 500 these groups of inquiry.If exist, then method 500 turns back to step 502, is applicable to different types.If there is no, then method 500 proceeds to step 508.
Go to step 508, whether have more player in method 500 these groups of inquiry.If exist, then method 500 turns back to step 502, is applicable to different users.If there is no, then method 500 continues to go to step 510.
Step 510 comprises by the dummy activity routine analyzer analyzes above-mentioned information.At last, step 512 comprises at least and especially according to this analysis, determines virtual objects, notion, activity, player, and the player has the role of potential interest, thereby recommends for the player provides game content.
Embodiment two
Present embodiment discloses a kind of method of carrying out information recommendation in virtual environment for the player, and described method is in order to determine virtual objects, notion, activity, player and the role that potential interest is arranged; This method comprises:
Steps A, for a plurality of players obtain one or more groups based on the recreation the dummy activity relevant information.
Describedly obtain the information relevant and comprise virtual objects, notion, activity, player or the role who obtains Mission Objective behavioural information or rank upgrade information or virtual equipment information or player's technical ability information or user's mark with dummy activity.
Step B, determine one or more virtual communities according to the dummy activity information that obtains.Determine that one or more implicit virtual communities comprise the general character of determining the dummy activity between the player.As, can determine the general character of the dummy activity between the player according to one or more groups term classification of playing.
Step C, according to described one or more virtual communities, determine one or more groups virtual objects, notion, activity, player and the role that potential interest is arranged, the player is recommended.Determine virtual objects, notion, activity, player and have the role of potential interest to comprise definite virtual content.
Described method can further include: one or more implicit virtual communities and one or more external virtual community are integrated.
Preferably, described recommendation step is by providing a graphic user interface.
Embodiment three
A kind of method of in virtual environment, carrying out information recommendation for the player, described method is in order to determine virtual objects, notion, activity, player and the role that potential interest is arranged; This method comprises:
Steps A ', for the multiplayer obtain multiple based on recreation, based on the relevant information of the dummy activity of chat in the recreation.
Step B ', the dummy activity information based on chat in the recreation that obtains by the analysis of recreation term classification are determined the virtual community of the specific activities that at least one implies, and this virtual community comprises one group of player among the multiplayer.
Described analytical procedure comprises: use the classification based on the recreation term to semantic sensitivity that association is come out from the virtual community of specific activities.
Step C ', the information relevant according to the virtual community of this specific activities are determined virtual objects or the player of potential interest are arranged, thereby the user among this group player in the virtual community of specific activities is recommended.
Described determining step comprises: according to the dummy activity information that obtains, this information indicates some players in the virtual community of one or more virtual environments or certain specific activities interesting to certain virtual objects, thereby determines that the user has the virtual objects of potential interest.
Further, described determining step comprises: determine that according to the dummy activity information that obtains the user has the virtual objects of potential interest, this information indicate the player in certain implicit specific activities recreation that certain virtual objects is interested in and this virtual objects welcome.
Embodiment four
Present embodiment discloses a kind of system that carries out information recommendation in virtual environment for the player, and described system is in order to determine virtual objects, notion, activity, player and the role that potential interest is arranged; This system comprises one or more server computer that connects recreation, many subscriber computers that connect recreation.Wherein, described one or more server computer comprises that this dummy activity analytic system comprises information acquisition module, information analysis module, recommending module based on the dummy activity analytic system of recreation.
The information acquisition module with think a plurality of players among a large amount of players obtain many groups based on recreation, based on the relevant information of the dummy activity of chat in the recreation.
The information analysis module is in order to analyzing the dummy activity information based on chat in the recreation of acquisition by recreation term classification, thereby determines implicitly, and to the virtual community of semantic responsive specific activities, this virtual community comprises one group of player among a plurality of players.
Recommending module defines the virtual objects or the player of potential interest, thereby the user of this group player in the virtual community of specific activities is recommended in order to according to the information relevant with the virtual community of this specific activities.
In addition, can also comprise recreation in the described recreation; Described dummy activity information comprises a kind of in Mission Objective behavior or the rank upgrading behavior at least.
Here description of the invention and application is illustrative, is not to want with scope restriction of the present invention in the above-described embodiments.Here the distortion of disclosed embodiment and change are possible, and the various parts of the replacement of embodiment and equivalence are known for those those of ordinary skill in the art.Those skilled in the art are noted that under the situation that does not break away from spirit of the present invention or essential characteristic, and the present invention can be with other form, structure, layout, ratio, and realize with other assembly, material and parts.Under the situation that does not break away from the scope of the invention and spirit, can carry out other distortion and change here to disclosed embodiment.
Claims (17)
1. a method of carrying out information recommendation in virtual environment for the player is characterized in that, this method comprises:
For a plurality of players obtain one or more groups dummy activity relevant information based on recreation;
Determine one or more virtual communities according to the dummy activity information that obtains;
According to described one or more virtual communities, determine one or more groups virtual objects, notion, activity, player and the role that potential interest is arranged, the player is recommended.
2. method of carrying out information recommendation in virtual environment for the player according to claim 1 is characterized in that:
Describedly obtain the information relevant and comprise virtual objects, notion, activity, player or the role who obtains Mission Objective behavioural information or rank upgrade information or virtual equipment information or player's technical ability information or user's mark with dummy activity.
3. method of carrying out information recommendation in virtual environment for the player according to claim 1 is characterized in that:
Described method further comprises: one or more implicit virtual communities and one or more external virtual community are integrated.
4. method of carrying out information recommendation in virtual environment for the player according to claim 1 is characterized in that:
Determine that one or more implicit virtual communities comprise the general character of determining the dummy activity between the player.
5. method of carrying out information recommendation in virtual environment for the player according to claim 4 is characterized in that:
Described method further comprises: the general character of determining the dummy activity between the player according to one or more groups recreation term classification.
6. method of carrying out information recommendation in virtual environment for the player according to claim 1 is characterized in that:
Determine virtual objects, notion, activity, player and have the role of potential interest to comprise definite virtual content.
7. method of carrying out information recommendation in virtual environment for the player according to claim 1 is characterized in that:
Described method further comprises: the role who recommends virtual objects, notion, activity, player and potential interest is arranged.
8. method of carrying out information recommendation in virtual environment for the player according to claim 7 is characterized in that:
Described recommendation step is by providing a graphic user interface.
9. a method of carrying out information recommendation in virtual environment for the player is characterized in that, this method comprises:
For the multiplayer obtain multiple based on recreation, based on the relevant information of the dummy activity of chat in the recreation;
The dummy activity information based on chat in the recreation that obtains by the analysis of recreation term classification is determined the virtual community of the specific activities that at least one implies, and this virtual community comprises one group of player among the multiplayer;
The information relevant according to the virtual community of this specific activities is determined virtual objects or the player of potential interest is arranged, thereby the user among this group player in the virtual community of specific activities is recommended.
10. method of carrying out information recommendation in virtual environment for the player according to claim 9 is characterized in that:
Described analytical procedure comprises: use the classification based on the recreation term to semantic sensitivity that association is come out from the virtual community of specific activities.
11. method of carrying out information recommendation in virtual environment for the player according to claim 9 is characterized in that:
Described determining step comprises: according to the dummy activity information that obtains, this information indicates some players in the virtual community of one or more virtual environments or certain specific activities interesting to certain virtual objects, thereby determines that the user has the virtual objects of potential interest.
12. method of carrying out information recommendation in virtual environment for the player according to claim 11 is characterized in that:
Described determining step comprises: determine that according to the dummy activity information that obtains the user has the virtual objects of potential interest, this information indicate the player in certain implicit specific activities recreation that certain virtual objects is interested in and this virtual objects welcome.
13. a system that carries out information recommendation in virtual environment for the player is characterized in that: this system comprises one or more server computer that connects recreation, many subscriber computers that connect recreation;
Wherein, described one or more server computer comprises that this dummy activity analytic system comprises based on the dummy activity analytic system of recreation:
The information acquisition module, with think a plurality of players among a large amount of players obtain many groups based on recreation, based on the relevant information of the dummy activity of chat in the recreation;
The information analysis module in order to analyzing the dummy activity information based on chat in the recreation of acquisition by recreation term classification, thereby is determined implicitly, and to the virtual community of semantic responsive specific activities, this virtual community comprises one group of player among a plurality of players;
Recommending module in order to according to the information relevant with the virtual community of this specific activities, defines the virtual objects or the player of potential interest, thereby the user of this group player in the virtual community of specific activities is recommended.
14. the system that carries out information recommendation in virtual environment for the player according to claim 13 is characterized in that:
Described system comprises the database of storing virtual activity related information.
15. the system that carries out information recommendation in virtual environment for the player according to claim 13 is characterized in that:
Also comprise recreation in the described recreation.
16. the system that carries out information recommendation in virtual environment for the player according to claim 13 is characterized in that:
Described dummy activity information comprises a kind of in Mission Objective behavior or the rank upgrading behavior at least.
17. the dummy activity analytic system based on recreation is characterized in that described system comprises:
The information acquisition module, with think a plurality of players among a large amount of players obtain many groups based on recreation, based on the relevant information of the dummy activity of chat in the recreation;
The information analysis module in order to analyzing the dummy activity information based on chat in the recreation of acquisition by recreation term classification, thereby is determined implicitly, and to the virtual community of semantic responsive specific activities, this virtual community comprises one group of player among a plurality of players;
Recommending module in order to according to the information relevant with the virtual community of this specific activities, defines the virtual objects or the player of potential interest, thereby the user of this group player in the virtual community of specific activities is recommended.
Priority Applications (1)
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| CN201010131189XA CN102201026A (en) | 2010-03-23 | 2010-03-23 | Method and system for recommending information to players in virtual environment |
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| CN201010131189XA CN102201026A (en) | 2010-03-23 | 2010-03-23 | Method and system for recommending information to players in virtual environment |
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| CN103034774A (en) * | 2011-10-10 | 2013-04-10 | 北京千橡网景科技发展有限公司 | Method and equipment based on social network for recommending games to users |
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Application publication date: 20110928 |