CN109886769A - A kind of the displaying optimization method and device of virtual objects - Google Patents
A kind of the displaying optimization method and device of virtual objects Download PDFInfo
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Abstract
The present invention relates to the displaying optimization methods and device of virtual objects.Wherein method includes step A, the Item Information building information bank for acquiring virtual objects, and the Item Information includes: that goods attribute, article are checked that number and article are purchased number；B, determine the user to the preference value of goods attribute according to customer transaction information and information bank；C, two virtual objects are selected according to the preference value, the goods attribute according to the virtual objects determines virtual objects recommended to the user.Wherein device including memory, processor and stores the computer program that can be run on a memory and on a processor, and the processor realizes the above method step when executing described program.The present invention is based on the push modes of traditional stage property selling system to improve, and based on the interested virtual objects of user, obtaining user based on genetic algorithm may interested virtual objects.
Description
Technical field
The present invention relates to the displaying optimization methods and device of a kind of virtual objects, belong to technical field of information recommendation.
Background technique
The stage property selling system of mainstream network game at present, all relatively simple, the fixed displaying of all players is seen all
It is the same mode, receives unified merchandise news.It cannot targetedly be marketed according to different players.It cannot be for object for appreciation
The different focus of family carry out analysis push.High payment player and player's buying experience of not paying can not be optimized well.
Summary of the invention
The present invention provides the displaying optimization method and device of a kind of virtual objects, based on pushing away for traditional stage property selling system
Mode is sent to improve, based on the interested virtual objects of user, obtaining user based on genetic algorithm may be interested
Virtual objects.
Technical solution of the present invention first aspect is a kind of displaying optimization method method of virtual objects, the method includes
Following steps: the Item Information for A, acquiring virtual objects constructs information bank, and the Item Information includes: goods attribute, article quilt
Check that number and article are purchased number；B, determine the user to the inclined of goods attribute according to customer transaction information and information bank
Good value；C, select two virtual objects respectively as the first goods attribute and second according to the preference value according to preset probability
Goods attribute, the goods attribute include attribute project.
Further, the step A includes: that goods attribute, the article of acquisition virtual objects are checked that number and article are purchased
Number is bought, the goods attribute includes following attribute project: type of goods, item color, article star and item price；Building
Vector is checked that number and article are purchased the corresponding relationship of number to establish virtual objects and its goods attribute, article.Into one
Step, the step B include: the Transaction Information for acquiring user, and the Transaction Information includes the void that user checks in preset time period
The virtual objects of quasi- article and user's purchase；Determine user to attribute item purpose preference in goods attribute according to the Transaction Information
Degree；User is calculated to the preference value of virtual objects according to the preference.
Further, the step C includes: to select two virtual objects difference according to the preference value according to preset probability
As the first goods attribute and the second goods attribute, the goods attribute includes attribute project；At random to the first goods attribute and
Attribute project in second goods attribute is replaced, and obtains multiple raw recommendation attributes；According to the multiple raw recommendation category
Property determines virtual objects recommended to the user.
Further, the method further includes being screened according to the preference value to the multiple raw recommendation attribute.
Further, the method further includes the attribute item randomly selected in the first goods attribute and the second goods attribute
Mesh modifies the attribute project at random, obtains multiple raw recommendation attributes.
Technical solution of the present invention second aspect is a kind of computer installation, including memory, processor and being stored in is deposited
On reservoir and the computer program that can run on a processor, the processor perform the steps of when executing described program
A, the Item Information for acquiring virtual objects constructs information bank, and the Item Information includes: that goods attribute, article are looked into
See that number and article are purchased number；
B, determine the user to the preference value of goods attribute according to customer transaction information and information bank；
C, two virtual objects are selected according to the preference value, the true directional user of goods attribute according to the virtual objects
The virtual objects of recommendation.
The technical solution of the present invention third aspect is a kind of computer readable storage medium, stores computer journey thereon
Sequence, the computer program perform the steps of when being executed by processor
A, the Item Information for acquiring virtual objects constructs information bank, and the Item Information includes: that goods attribute, article are looked into
See that number and article are purchased number；
B, determine the user to the preference value of goods attribute according to customer transaction information and information bank；
C, two virtual objects are selected according to the preference value, the true directional user of goods attribute according to the virtual objects
The virtual objects of recommendation.
The invention has the benefit that obtaining user based on genetic algorithm based on the interested virtual objects of user
Possible interested virtual objects, to reach the virtual objects push performance of more accurateization.
Detailed description of the invention
Fig. 1 show overview flow chart according to the method for the present invention；
Fig. 2 is shown in one embodiment of the application, constructs the flow chart of information bank submethod；
Fig. 3 is shown in one embodiment of the application, calculates the flow chart of preference value submethod；
Fig. 4 is shown in one embodiment of the application, determines the process of virtual objects submethod recommended to the user
Figure.
Specific embodiment
It is carried out below with reference to technical effect of the embodiment and attached drawing to design of the invention, specific structure and generation clear
Chu, complete description, to be completely understood by the purpose of the present invention, scheme and effect.
It should be noted that unless otherwise specified, when a certain feature referred to as " fixation ", " connection " are in another feature,
It can directly fix, be connected to another feature, and can also fix, be connected to another feature indirectly.In addition, this
The descriptions such as the upper and lower, left and right used in open are only the mutual alignment pass relative to each component part of the disclosure in attached drawing
For system.The "an" of used singular, " described " and "the" are also intended to including most forms in the disclosure, are removed
Non- context clearly expresses other meaning.In addition, unless otherwise defined, all technical and scientific terms used herein
It is identical as the normally understood meaning of those skilled in the art.Term used in the description is intended merely to describe herein
Specific embodiment is not intended to be limiting of the invention.Term as used herein "and/or" includes one or more relevant
The arbitrary combination of listed item.
It will be appreciated that though various elements, but this may be described using term first, second, third, etc. in the disclosure
A little elements should not necessarily be limited by these terms.These terms are only used to for same type of element being distinguished from each other out.For example, not departing from
In the case where disclosure range, first element can also be referred to as second element, and similarly, second element can also be referred to as
One element.The use of provided in this article any and all example or exemplary language (" such as ", " such as ") is intended merely to more
Illustrate the embodiment of the present invention well, and unless the context requires otherwise, otherwise the scope of the present invention will not be applied and be limited.
With reference to Fig. 1.It can be used for the displaying optimization to virtual objects according to the method for the present invention.This method includes following step
Rapid: the Item Information for A, acquiring virtual objects constructs information bank, and the Item Information includes: that goods attribute, article are checked time
Several and article is purchased number；B, determine the user to the preference value of goods attribute according to customer transaction information and information bank；
C, two virtual objects are selected according to the preference value, the goods attribute according to the virtual objects determines void recommended to the user
Quasi- article.
It in step, further include the flow chart of submethod as shown in Figure 2.Such as the article of virtual objects can be acquired
Attribute, article are checked that number and article are purchased number, and the goods attribute includes following attribute project: type of goods, object
Product color, article star and item price；Building vector with establish virtual objects and its goods attribute, article checked number and
Article is purchased the corresponding relationship of number.
It in stepb, further include the flow chart of submethod as shown in Figure 3.Such as the Transaction Information of user can be acquired,
The Transaction Information includes the virtual objects of the virtual objects that user checks and user's purchase in preset time period；According to described
Transaction Information determines user to attribute item purpose preference in goods attribute；User is calculated to virtual according to the preference
The preference value of article.
It further include the flow chart of submethod as shown in Figure 4 in step C.It such as can be more than threshold value in preference value
Select two virtual objects respectively as the first goods attribute and the second goods attribute in virtual objects, the goods attribute includes
Attribute project；The attribute project in the first goods attribute and the second goods attribute is randomly selected, multiple raw recommendation attributes are obtained；
Virtual objects recommended to the user are determined according to the multiple raw recommendation attribute.In this step, the first article is randomly selected
Attribute project in attribute and the second goods attribute can modify the attribute project at random later, obtain multiple originals
Begin to recommend attribute.It in this step, can also be according to the preference value to the multiple after obtaining multiple raw recommendation attributes
Raw recommendation attribute is screened.
In another embodiment, entire scheme can be interpreted as to the whole process of Gene hepatitis B vaccine,
Construct vector p (n)=(f1,f2,……,fm) indicating virtual objects and its attribute project, p (n) expression one is virtual
Article, f (m) indicate an attribute project.Each item attribute can be known as to a progress, the value of item attribute is known as base
Because of value, the set of all virtual objects and its item attribute is properly termed as gene pool.Subsequent calculating for convenience, each gene
Value is all indicated with binary system.
Determine the user to the preference value of goods attribute according to customer transaction information and information bank, it is possible to understand that according to
Personal transaction records and combination commodity gene pool in the user section time, analyze its preference to commodity gene, according to
Preference obtains active user for the preference of characterizing gene, as recommendation foundation to these characterizing gene assignment.
Virtual objects recommended to the user are determined according to highest two goods attributes of the preference value, it is possible to understand that are as follows:
Higher in accordance with fitness, the bigger principle of select probability selects two individuals as paternal and maternal from kind of virtual objects.It takes out
The gene for taking parent both sides, is intersected, and filial generation is generated.It makes a variation to the gene of filial generation.Repeat " selection male parent and female parent-
Extract gene and generate filial generation " step, until the generation of new population.Gene selects, intersection, compiling are carried out, iteration is set.Setting stops
No-go gage then, obtains the optimal assortment of genes of different players.
In another embodiment, by taking a type game that changes the outfit as an example, player can buy dress ornament and match in game
It takes.Stage property commodity gene, f1 garment elements position, f2 price, f3 color, f4 player number of clicks, f5 player purchase are set first
Buy number, f6 attribute star, f7 purchase player always supplement number with money.Fitness function is set, and collects nearest period player data.
Higher in accordance with fitness, the bigger principle of select probability selects two individuals as paternal and maternal from population.Extract parent
The chromosome of both sides, is intersected, and filial generation is generated.It makes a variation to the chromosome of filial generation.Repeat " selection male parent and female parent-pumping
Gene is taken to generate filial generation " step, until the generation of new population.Based on optimal base because constructing stage property article display scheme.
It should be appreciated that the embodiment of the present invention can be by computer hardware, the combination of hardware and software or by depositing
The computer instruction in non-transitory computer-readable memory is stored up to be effected or carried out.Standard volume can be used in the method
Journey technology.Each program can be realized with the programming language of level process or object-oriented to communicate with computer system.So
And, if desired, the program can be realized with compilation or machine language.Under any circumstance, which can be compiling or explanation
Language.In addition, the program can be run on the specific integrated circuit of programming for this purpose.
In addition, the operation of process described herein can be performed in any suitable order, unless herein in addition instruction or
Otherwise significantly with contradicted by context.Process described herein (or modification and/or combination thereof) can be held being configured with
It executes, and is can be used as jointly on the one or more processors under the control of one or more computer systems of row instruction
The code (for example, executable instruction, one or more computer program or one or more application) of execution, by hardware or its group
It closes to realize.The computer program includes the multiple instruction that can be performed by one or more processors.
Further, the method can be realized in being operably coupled to suitable any kind of computing platform, wrap
Include but be not limited to PC, mini-computer, main frame, work station, network or distributed computing environment, individual or integrated
Computer platform or communicated with charged particle tool or other imaging devices etc..Each aspect of the present invention can be to deposit
The machine readable code on non-transitory storage medium or equipment is stored up to realize no matter be moveable or be integrated to calculating
Platform, such as hard disk, optical reading and/or write-in storage medium, RAM, ROM, so that it can be read by programmable calculator, when
Storage medium or equipment can be used for configuration and operation computer to execute process described herein when being read by computer.This
Outside, machine readable code, or part thereof can be transmitted by wired or wireless network.When such media include combining microprocessor
Or other data processors realize steps described above instruction or program when, invention as described herein including these and other not
The non-transitory computer-readable storage media of same type.When methods and techniques according to the present invention programming, the present invention
It further include computer itself.
Computer program can be applied to input data to execute function as described herein, to convert input data with life
At storing to the output data of nonvolatile memory.Output information can also be applied to one or more output equipments as shown
Device.In the preferred embodiment of the invention, the data of conversion indicate physics and tangible object, including the object generated on display
Reason and the particular visual of physical objects are described.
The above, only presently preferred embodiments of the present invention, the invention is not limited to above embodiment, as long as
It reaches technical effect of the invention with identical means, all within the spirits and principles of the present invention, any modification for being made,
Equivalent replacement, improvement etc., should be included within the scope of the present invention.Its technical solution within the scope of the present invention
And/or embodiment can have a variety of different modifications and variations.
Claims (8)
1. a kind of displaying optimization method of virtual objects, which is characterized in that the described method comprises the following steps:
A, the Item Information for acquiring virtual objects constructs information bank, and the Item Information includes: that goods attribute, article are checked time
Several and article is purchased number；
B, determine the user to the preference value of goods attribute according to customer transaction information and information bank；
C, two virtual objects are selected according to the preference value, the true directional user of the goods attribute according to the virtual objects recommends
Virtual objects.
2. the method according to claim 1, wherein the step A includes:
Goods attribute, the article of acquisition virtual objects are checked number and article is purchased number, and the goods attribute includes such as
Properties project: type of goods, item color, article star and item price；
Building vector is checked that number and article are purchased the corresponding pass of number to establish virtual objects with its goods attribute, article
System.
3. the method according to claim 1, wherein the step B includes:
The Transaction Information of user is acquired, the Transaction Information includes the virtual objects and user that user checks in preset time period
The virtual objects of purchase；
Determine user to attribute item purpose preference in goods attribute according to the Transaction Information；
User is calculated to the preference value of virtual objects according to the preference.
4. according to claim 1 or the method, which is characterized in that the step C includes:
Select two virtual objects respectively as the first goods attribute and the second object according to the preference value according to preset probability
Product attribute, the goods attribute include attribute project；
The attribute project in the first goods attribute and the second goods attribute is replaced at random, obtains multiple raw recommendation categories
Property；
Virtual objects recommended to the user are determined according to the multiple raw recommendation attribute.
5. according to the method described in claim 4, it is characterized by further comprising:
The multiple raw recommendation attribute is screened according to the preference value.
6. according to the method described in claim 4, it is characterized by further comprising:
The attribute project in the first goods attribute and the second goods attribute is randomly selected, the attribute project is carried out with machine maintenance
Change, obtains multiple raw recommendation attributes.
7. a kind of computer installation, can run on a memory and on a processor including memory, processor and storage
Computer program, which is characterized in that the processor performs the steps of when executing described program
A, the Item Information for acquiring virtual objects constructs information bank, and the Item Information includes: that goods attribute, article are checked time
Several and article is purchased number；
B, determine the user to the preference value of goods attribute according to customer transaction information and information bank；
C, select two virtual objects respectively as the first goods attribute and second according to the preference value according to preset probability
Goods attribute, the goods attribute include attribute project.
8. a kind of computer readable storage medium, stores computer program thereon, the computer program is executed by processor
When perform the steps of
A, the Item Information for acquiring virtual objects constructs information bank, and the Item Information includes: that goods attribute, article are checked time
Several and article is purchased number；
B, determine the user to the preference value of goods attribute according to customer transaction information and information bank；
C, select two virtual objects respectively as the first goods attribute and second according to the preference value according to preset probability
Goods attribute, the goods attribute include attribute project.
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| CN111815419A (en) * | 2020-07-17 | 2020-10-23 | 网易（杭州）网络有限公司 | Method and device for recommending virtual commodities in game and electronic equipment |
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| CN112632429A (en) * | 2020-12-25 | 2021-04-09 | 北京百度网讯科技有限公司 | Guidance information display method, apparatus, device, storage medium and program product |
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Application publication date: 20190614 |