CN108205534A - A kind of skin resource exhibition method, device and electronic equipment - Google Patents
A kind of skin resource exhibition method, device and electronic equipment Download PDFInfo
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- CN108205534A CN108205534A CN201611169246.7A CN201611169246A CN108205534A CN 108205534 A CN108205534 A CN 108205534A CN 201611169246 A CN201611169246 A CN 201611169246A CN 108205534 A CN108205534 A CN 108205534A
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/90—Details of database functions independent of the retrieved data types
- G06F16/95—Retrieval from the web
- G06F16/953—Querying, e.g. by the use of web search engines
- G06F16/9535—Search customisation based on user profiles and personalisation
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Abstract
The present invention relates to computer realms, disclose a kind of skin resource exhibition method, device and electronic equipment, with solve in the prior art obtain skin resource it is less efficient the technical issues of.This method includes：Determine the historical operation record of the user of electronic equipment；The first category for being shown to the user is determined from least two classifications corresponding to skin resource based on historical operation record；The first category of the skin resource is shown to the user.The technique effect for improving the efficiency for obtaining skin resource is reached.
Description
Technical field
The present invention relates to a kind of computer realm more particularly to skin resource exhibition method, device and electronic equipments.
Background technology
With the continuous development of science and technology, electronic technology has also obtained development at full speed, and the type of electronic product is also got over
Come more, people have also enjoyed the various facilities that development in science and technology is brought.Present people can pass through various types of clients
Equipment enjoys the comfortable life brought with development in science and technology.For example, laptop, desktop computer, smart mobile phone, tablet are electric
The client devices such as brain have become an important component part in people's life, and user can use mobile phone, tablet computer
Client devices are waited to listen to music, play game etc., to mitigate pressure caused by modern fast pace life.
In the prior art, electronic equipment can use a variety of skin resources, such as：Desktop skin resource, application program
Skin resource, skin resource of system etc., in the prior art, the application program of management skin resource often press skin resource
Displaying is fixed according to classification, user if it is desired to select the skin resource oneself liked, then need by search key into
Row search, so there is technical issues that obtain skin resource in the prior art.
Invention content
The present invention provides a kind of skin resource exhibition method, device and electronic equipment, to solve to obtain skin in the prior art
Skin resource it is less efficient the technical issues of.
In a first aspect, the embodiment of the present invention provides a kind of skin resource exhibition method, including：
Determine the historical operation record of the user of electronic equipment；
It is determined from least two classifications corresponding to skin resource for described based on historical operation record
The first category of user's displaying；
The first category of the skin resource is shown to the user.
With reference to first aspect, in the first optional embodiment, the historical operation record, including：For the skin
In the historical operation record of skin resource, the historical operation record for webpage, the historical operation record for image data extremely
A kind of few record.
With reference to first aspect, it is described to be provided based on historical operation record from skin in second of optional embodiment
The first category for being shown to the user is determined at least two classifications corresponding to source, including：
Number of operations and/or behaviour of the user for the data of each classification are determined based on historical operation record
Make duration；
It determines the number of operations and/or operates the classification of duration the first preset condition of satisfaction as the first kind
Not.
With reference to first aspect, in the third optional embodiment, at least two classification includes：It is pre- from meeting second
If the classification extracted in the feature of the skin resource of condition, the feature base of the skin resource for meeting the second preset condition
The historical operation of the skin resource of each feature is recorded in user and is determined.
With reference to first aspect, in the 4th kind of optional embodiment, the method further includes：
Detection obtains the search operation for scanning for skin resource comprising search key；
Described search operation is responded, determines M classification for belonging to same level with described search keyword, M is just whole
Number；
The switching push button for switching to the M classification is provided.
Any one optional implementation with reference to first aspect or in first to fourth kind of optional embodiment of first aspect
Example, in the 5th kind of optional embodiment, the first category that the skin resource is shown to the user, including：
The display area of skin resource is divided at least two regions including first area and second area；
All or part of skin resource in the first category is showed in the first area；
By general skin resource or the skin resource exhibition of at least one of general skin resource and the first category
It is shown in the second area.
Any one optional implementation with reference to first aspect or in first to fourth kind of optional embodiment of first aspect
Example, in the 6th kind of optional embodiment, the method further includes：
Determine the similar users for meeting default similarity condition with the similarity value of the user；
The skin resource crossed selected by the similar users is shown to the user.
The 6th kind of optional embodiment with reference to first aspect, in the 7th kind of optional embodiment, it is described determine with
The similarity value of the user meets the similar users of default similarity condition, including：
The operation vector of each user is determined based on historical operation record；
Calculate the similarity value of the user of the electronic equipment and the operation vector of other users.
Second aspect, the embodiment of the present invention provide a kind of skin resource displaying device, including：
First determining module, for determining that the historical operation of the user of electronic equipment records；
Second determining module, for being recorded from least two classifications corresponding to skin resource based on the historical operation
Determine the first category for being shown to the user；
First display module, for showing the first category of the skin resource to the user.
With reference to second aspect, in the first optional embodiment, the historical operation records, including：For the skin
In the historical operation record of skin resource, the historical operation record for webpage, the historical operation record for image data extremely
A kind of few record.
With reference to second aspect, in second of optional embodiment, second determining module, including：
First determination unit, for determining that the user is directed to the data of each classification based on historical operation record
Number of operations and/or operation duration；
Second determination unit, for determining the number of operations and/or operating the class of duration the first preset condition of satisfaction
It Zuo Wei not the first category.
With reference to second aspect, in the third optional embodiment, at least two classification includes：It is pre- from meeting second
If the classification extracted in the feature of the skin resource of condition, the feature base of the skin resource for meeting the second preset condition
The historical operation of the skin resource of each feature is recorded in user and is determined.
With reference to second aspect, in the 4th kind of optional embodiment, described device further comprises：
Detection module is used to grasp the search that skin resource scans for for detecting to obtain comprising search key
Make；
Respond module for responding described search operation, determines M that belong to same level with described search keyword
Classification, M are positive integer；
Module is provided, for providing the switching push button for switching to the M classification.
With reference to any one optional implementation in first to fourth of second aspect or second aspect kind optional embodiment
Example, in the 5th kind of optional embodiment, first display module, including：
Division unit, for being divided into the display area of skin resource including first area and second area extremely
Few two regions；
First display unit, for all or part of skin resource in the first category to be showed in firstth area
Domain；
Second display unit, for will general skin resource or general skin resource in the first category
At least one skin resource is showed in the second area.
With reference to any one optional implementation in first to fourth of second aspect or second aspect kind optional embodiment
Example, in the 6th kind of optional embodiment, described device further comprises：
Third determining module, for determining to meet the similar use of default similarity condition to the similarity value of the user
Family；
Second display module, for showing the skin resource crossed selected by the similar users to the user.
With reference to the 6th kind of optional embodiment of second aspect, in the 7th kind of optional embodiment, the third determines
Module, including：
Third determination unit, for determining the operation vector of each user based on historical operation record；
Computing unit, it is described similar to the operation of other users vector for calculating the user of the electronic equipment
Angle value.
The third aspect, the embodiment of the present invention provide a kind of electronic equipment, include memory and one or one with
On program, one of them either more than one program be stored in memory and be configured to by one or more than one
Processor performs the one or more programs and includes the instruction for being operated below：
Determine the historical operation record of the user of electronic equipment；
It is determined from least two classifications corresponding to skin resource for described based on historical operation record
The first category of user's displaying；
The first category of the skin resource is shown to the user.
With reference to the third aspect, in the first optional embodiment, the historical operation records, including：For the skin
In the historical operation record of skin resource, the historical operation record for webpage, the historical operation record for image data extremely
A kind of few record.
With reference to the third aspect, in second of optional embodiment, the electronic equipment be also configured to by one or
More than one processor performs the one or more programs and includes the instruction for being operated below：
Number of operations and/or behaviour of the user for the data of each classification are determined based on historical operation record
Make duration；
It determines the number of operations and/or operates the classification of duration the first preset condition of satisfaction as the first kind
Not.
With reference to the third aspect, in the third optional embodiment, at least two classification includes：It is pre- from meeting second
If the classification extracted in the feature of the skin resource of condition, the feature base of the skin resource for meeting the second preset condition
The historical operation of the skin resource of each feature is recorded in user and is determined.
With reference to the third aspect, in the 4th kind of optional embodiment, the electronic equipment be also configured to by one or
More than one processor performs the one or more programs and includes the instruction for being operated below：
Detection obtains the search operation for scanning for skin resource comprising search key；
Described search operation is responded, determines M classification for belonging to same level with described search keyword, M is just whole
Number；
The switching push button for switching to the M classification is provided.
With reference to any one optional implementation in first to fourth of the third aspect or the third aspect kind optional embodiment
Example, in the 5th kind of optional embodiment, the electronic equipment is also configured to by one or the execution of more than one processor
The one or more programs include the instruction for being operated below：
The display area of skin resource is divided at least two regions including first area and second area；
All or part of skin resource in the first category is showed in the first area；
By general skin resource or the skin resource exhibition of at least one of general skin resource and the first category
It is shown in the second area.
With reference to any one optional implementation in first to fourth of the third aspect or the third aspect kind optional embodiment
Example, in the 6th kind of optional embodiment, the electronic equipment is also configured to by one or the execution of more than one processor
The one or more programs include the instruction for being operated below：
Determine the similar users for meeting default similarity condition with the similarity value of the user；
The skin resource crossed selected by the similar users is shown to the user.
With reference to the 6th kind of optional embodiment of the third aspect, in the 7th kind of optional embodiment, the electronic equipment
Be also configured to by one or more than one processor perform the one or more programs include for carry out with
The instruction of lower operation：
The operation vector of each user is determined based on historical operation record；
Calculate the similarity value of the user of the electronic equipment and the operation vector of other users.
The present invention has the beneficial effect that：
Due in embodiments of the present invention, it is first determined go out the historical operation record of the user of electronic equipment；It is then based on
Historical operation record determined from least two classifications corresponding to skin resource for shown to the user the
One classification；Finally, the first category of the skin resource is shown to the user.The skin resource namely shown to user
Classification is to record associated classification with the historical operation of user, often the class corresponding to the skin resource preferred for user
Not, in this case, then the skin money that user is liked could be obtained by not needing to respond the search key of user every time
Source, so it is improved the technique effect for the efficiency for obtaining skin resource.
Description of the drawings
Fig. 1 is the flow chart of the skin resource exhibition method of the embodiment of the present invention；
Fig. 2 is the skin resource shown in the skin resource exhibition method of the embodiment of the present invention based on switching push button switching
Flow chart；
Fig. 3 is that the skin resource of the embodiment of the present invention shows the structure chart of device；
Fig. 4 is the structure chart for the electronic equipment for implementing skin resource exhibition method in the embodiment of the present invention.
Specific embodiment
The present invention provides a kind of skin resource exhibition method, device and electronic equipment, to solve to obtain skin in the prior art
Skin resource it is less efficient the technical issues of.
For technical solution in the embodiment of the present application to solve the technical issues of above-mentioned, general thought is as follows：
The historical operation record of the user of electronic equipment is determined first；The historical operation record is then based on from skin
The first category for being shown to the user is determined at least two classifications corresponding to resource；Finally, to the user
Show the first category of the skin resource.The classification of the skin resource namely shown to user is the historical operation with user
Associated classification is recorded, often the classification corresponding to the skin resource preferred for user, in this case, does not then need to
The search key of response user could obtain the skin resource that user is liked every time, and skin money is obtained so being improved
The technique effect of the efficiency in source.
In order to better understand the above technical scheme, below by attached drawing and specific embodiment to technical solution of the present invention
It is described in detail, it should be understood that the specific features in the embodiment of the present invention and embodiment are to the detailed of technical solution of the present invention
Thin explanation rather than the restriction to technical solution of the present invention, in the absence of conflict, the embodiment of the present invention and embodiment
In technical characteristic can be combined with each other.
In a first aspect, the embodiment of the present invention provides a kind of skin resource exhibition method, please refer to Fig.1, including：
Step S101：Determine the historical operation record of the user of electronic equipment；
Step S102：It determines to use from least two classifications corresponding to skin resource based on historical operation record
In the first category shown to the user；
Step S103：The first category of the skin resource is shown to the user.
For example, the program is applied to have in the electronic equipment of display function, which for example can be：Hand
Machine, tablet computer, laptop, desktop computer, all-in-one machine etc..
In step S101, historical operation record can include a variety of operation notes, and three kinds of progress therein are set forth below
It introduces, certainly, in specific implementation process, is not limited to following three kinds of situations, in addition, in the absence of conflict, three kinds below
Situation can be applied in combination.
The first, the historical operation record can include：It is recorded for the historical operation of the skin resource.
For example, historical operation record can be historical search record, history selection record, history usage record etc.
Deng, user can generate various historical operations to skin resource during skin resource is used and record, such as：User wishes to make
With the skin resource of some classification (such as：Swordsman's class), then it can open the application program corresponding to skin resource and open search
Then interface inputs search key：Swordsman in this case, then detects that user generates one for " swordsman " classification
Historical search records；Electronic equipment can provide multiple skins under " swordsman " classification after search key " swordsman " is obtained
The thumbnail of resource is supplied to user to browse, if user likes wherein some skin resource, can pass through selection operation (example
Such as：Click thumbnail) check the big figure of the skin resource, in this case, then for the skin resource, there are a history
Selection record；User is during each skin resource is browsed, if liking some skin resource, can also be grasped by application
Make (such as：Click application button) on an electronic device using the skin resource, in this case, then for the skin resource
There are history usage records etc..In addition, when detecting the historical operation record for skin resource, can also record
The corresponding operation duration of historical operation record, such as：The corresponding search duration of historical search record, historical viewings record
Duration etc. is used corresponding to corresponding browsing duration, history usage record.Certainly, for the historical operation of skin resource
Record can also be provided in other ways, and the embodiment of the present invention is not restricted.
Second, the historical operation record can include：It is recorded for the historical operation of webpage.
For example, historical operation record can for example include：Historical search record, historical viewings record, history are received
Hide record etc..Wherein, user can be scanned for by search key in a browser, so as to generate historical search note
Record；After browser is based on search key offer search result, user can select certain search results therein to carry out
It checks, so as to generate historical viewings record for corresponding search result；User is during search result is checked, if felt
It is important to obtain the search result, then can collect the webpage corresponding to the search result, is received so as to generate history for webpage
Hide record etc..In addition, when detecting the historical operation record for webpage, it is right that historical operation record institute can also be recorded
The operation duration answered, such as：The corresponding browsing duration of the corresponding search duration of historical search record, historical viewings record.
Certainly, it can also be provided in other ways for the historical operation of webpage record, the embodiment of the present invention is not restricted.
The third, the historical operation record can include：It is recorded for the historical operation of image data.
For example, historical operation record can for example include：Historical search record, historical viewings record, history are deposited
Storage record etc..Wherein, user can carry out picture search by inputting search key in image search engine, so as to generate
Corresponding historical search record；After electronic equipment is based on historical search record offer search acquisition image data, Yong Huke
To browse part image data therein, so as to generate historical viewings record for corresponding image data；In image browsing number
During, if user likes certain image datas, the image data can be preserved, so as to be deposited for the image data
In Historic preservation record etc..In addition, when detecting the historical operation record for image data, the history can also be recorded
Operation duration corresponding to operation note, such as：Corresponding to the corresponding search duration of historical search record, historical viewings record
Browsing duration etc..Certainly, it can also be provided in other ways for the historical operation of image data record, the present invention is real
Example is applied not to be restricted.
After the historical operation of user of electronic equipment record is determined based on step S101, it is possible to perform step
S102 namely：It is determined from least two classifications corresponding to skin resource for institute based on historical operation record
State the first category of user's displaying.In step S102, at least two classifications can be the classification of the skin resource of systemic presupposition, should
The classification of the skin resource of systemic presupposition can be classification of the system in starting stage default setting, or follow-up increased
New category, at least two classification can for example include：Animation, video display, landscape, plant, art, poster etc..At least two
Classification can also be adjusted based on the operation of user, such as：At least two classification can include：It is default from meeting second
The classification extracted in the feature of the skin resource of condition, the feature of the skin resource for meeting the second preset condition are based on
User records the historical operation of the skin resource of each feature and determines.
It for example, may be there are a plurality of characteristic information, for example, for skin resource for each skin resource
1. characteristic information can for example include：It is pink, landscape, romance, small pure and fresh, for the characteristic information of skin resource 2. for example
It can include：Bright moon, snow female etc. when swordsman, animation, the Qin.User (user of current electronic device or other electronic equipments
User) may to browse the skin resource comprising certain characteristic informations more, such as：Pink, snow female etc., in this feelings
Under condition, it may be determined that go out the historical operation record of the skin resource corresponding to every category feature information, then determine historical operation
Number be more than preset times (such as:100th, 200 etc.) or historical operation duration be more than preset duration (such as：1 hour, 2
Hour etc.) characteristic information, and can be as new classification, for new classification in addition to its item name can be set
(item name is, for example,：Feature name) except, can also set its word description description information, classification index picture, such
Chained address of skin resource under not etc., wherein, which can be by skin of the backstage personnel based on each feature
The historical operation record manual configuration of resource, can also be automatically configured, the embodiment of the present invention is not restricted by system.
In this case, it can also be included other than the classification comprising system default for the classification of skin resource
Historical operation based on user records determined classification, so there is more accurate point can be realized to skin resource
The technique effect of class.
In step S102, first category can be one or more kinds of classifications, and the embodiment of the present invention is not restricted.The first kind
It can not determine in several ways, be set forth below wherein three kinds and be introduced, certainly, in specific implementation process, be not limited to
Three kinds of situations below.
Determine the first kind otherwise one：Determine the user for each classification based on historical operation record
The number of operations of data；Determine that the number of operations meets the classification of the first preset condition as the first category.
For example, it by taking historical operation is recorded as the historical operation record of skin resource as an example, can count each
Skin resource under classification is generated the number of operations of historical operation record by user, such as：Searching times, use selection number
Number, total number of operations (such as：The sum of searching times, selection number, access times) etc., then obtain number of operations sequence
Positioned at preceding default position (such as：1st, 2 etc.) or number of operations be more than preset times (such as：100th, 200 etc.) classification is made
Classification to meet the first preset condition etc..
Determine the first kind otherwise two：Determine the user for each classification based on historical operation record
The operation duration of data；Determine that the operation duration meets the classification of the first preset condition as the first category.
For example, it by taking historical operation is recorded as the historical operation record of skin resource as an example, can count each
Skin resource under classification is generated the operation duration of historical operation record by user, such as：Search for duration, browsing duration, total behaviour
Make duration (search duration and browsing the sum of duration) etc., then obtain operation duration be more than preset duration (such as：10 hours,
20 hours) or operation duration sequence be located at preceding default position (such as：1st, 3 etc.) classification is as the first preset condition of satisfaction
Classification etc..
Determine the first kind otherwise three：Determine the user for each classification based on historical operation record
The number of operations of data and operation duration；It determines the number of operations and operates the classification work that duration meets the first preset condition
For the first category.
For example, one the first weighted value can be set for the number of operations of the data under classification, for operation when
Length can set second weighted value, and be then multiplied by the first weighted value by number of operations is multiplied by the second weight with operation duration
Value sums up, and obtains the comprehensive grading value of the category, then obtain comprehensive grading value be more than preset value (such as：50th, 100 etc.
Deng) or comprehensive grading value sequence be located at preceding default position (such as：2nd, 3 etc.) classification is as the first preset condition of satisfaction
Classification etc..
After first category is determined based on step S102, it is possible to perform step S103 namely：To user's exhibition
Show the first category of the skin resource.Wherein it is possible to only show first category to user, first category is directed to based on user
Selection operation, so as to show the skin resource under first category, can also directly to user show first category under skin
Resource, the embodiment of the present invention are not restricted.
In specific implementation process, the first category of the skin resource can be shown in several ways, is set forth below
Two kinds therein are introduced, and certainly, in specific implementation process, are not limited to following two situations.
The first, the first category of the displaying skin resource, including：The display area of skin resource is divided into
At least two regions including first area and second area；By all or part of skin resource in the first category
It is showed in the first area；By general skin resource or general skin resource and at least one in the first category
A skin resource is showed in the second area.
For example, general skin resource is, for example, the skin resource for being supplied to the mode classification of all users identical,
The skin resource of all categories can be usually included under the general skin resource, wherein it is possible to which the skin of first category is provided
Source is all showed in first area, and general skin resource is all showed in second area, so as to which user can be based on oneself
Demand, selection browsing first area skin resource or browse second area skin resource, such as：If user wishes
Hope the skin resource for checking the style oneself liked in the past if, then the skin resource of first area is browsed, so user exists
If first area does not browse to the skin resource oneself liked, then skin resource of second area etc. is browsed.Or
First category include multiple classifications in the case of, can by first category partial skin resource (such as：Comprehensive grading value
Seniority among brothers and sisters is more than classification of preset value etc. positioned at preceding default position, comprehensive grading value) first area is showed in, by rest part with leading to
Skin resource is showed in second area, and the embodiment of the present invention is not restricted.
Further, if detect the skin resource for first area operation (such as：Selection operation, search behaviour
Make etc.), then it can expand the display area of first area；If detecting the operation of the skin resource for second area,
Display area of second area etc. can then be expanded, with operation of the aspect user to each skin resource.
Second, the first category of the displaying skin resource can include：Skin resource display area only
Show the skin resource of first category.
For example, that is, in the display area of skin resource skin resource interested to user is only shown,
In, it can show a switching push button in display area, the display of general skin resource can be switched to by the switching push button
Interface is switched with facilitating between two kinds of skin resources, and larger display area can be used to show that user currently needs to open up
The classification of skin resource shown.
As a kind of optional embodiment, please refer to Fig.2, the method further includes：
Step S201：Detection obtains the search operation for scanning for skin resource comprising search key；
Step S202：Described search operation is responded, determines M class for belonging to same level with described search keyword
Not, M is positive integer；
Step S203：The switching push button for switching to the M classification is provided.
In step S201, the search box of skin resource can be first called, input by user search then is received by search box
Rope keyword, the search key are, for example,：Pink, swordsman etc..
In step S202, by taking the crucial keyword of search is pink as an example, pink is color, then belongs to same with pink
The classification of one level is other colors, such as：Green, red, blue, white, black etc.；It is by swordsman of search key
Example, the then classification for belonging to same level with swordsman are other video display subject matters, such as：Life, describing love affairs, magical, fantasy etc., when
So, based on search key difference, the M classification determined is also different, and the embodiment of the present invention is not restricted.
In step S203, shown by the handover operation to the other switching push button of any sort in the M classification
The skin resource of corresponding classification if M classification is color, can provide the switching push button of each color, such as：It is green
Color, red, blue, white, black switching push button, can if detecting the handover operation of triggering " green " switching push button
With the skin resource of the green classification of displaying, if detecting the handover operation of triggering " red " switching push button, can show red
Skin resource of color classification etc.；If M classification is novel subject matter, the switching push button of each novel subject matter can be provided,
Such as：Describing love affairs, magical, fantasy switching push button, if detecting the handover operation of triggering " describing love affairs " switching push button, can open up
Show the skin resource of describing love affairs classification, if detecting the handover operation of triggering " magical " switching push button, can show " magical "
Skin resource of classification etc..
Based on said program, search key caused by user can be based on, is automatically determined out and the search key
The classification for belonging to same level is selected for user, can more can so having reached to the category division of skin resource with dynamic change
Meet the technique effect of user demand.
As a kind of optional embodiment, the method further includes：Determining the similarity value with the user expires
The similar users of the default similarity condition of foot；The skin resource crossed selected by the similar users is shown to the user.
In specific implementation process, similar users can determine in several ways, and two kinds of progress therein are set forth below
It introduces, certainly, in specific implementation process, is not limited to following two situations.
The first, the similar users for determining to meet default similarity condition with the similarity value of the user, packet
It includes：The operation vector of each user is determined based on historical operation record；Calculate the electronic equipment user and other
The similarity value of the operation vector of user.
For example, it can be directed to based on user and each use is established with the presence or absence of historical operation record per class skin resource
The operation vector at family, it is assumed that altogether comprising D1、D2……DNThe skin resource of this N number of classification can then establish following operation vector
[VD1、VD1……VDN], for some user, if it is directed to the skin resource D of some classificationn(n is 1 to N arbitrary integer)
There are historical operation record, then VDnValue is 1, otherwise VDnValue is 0, and then can obtain the operation vector of each user, so
Afterwards by way of the similarity value of calculating operation vector, the similarity value of each user and active user are determined, wherein, it can
To calculate cosine similarity value, the advance similarity value of adjustment etc..In the user for determining each user and current electronic device
Similarity value after, can obtain similarity value more than preset value (such as：10th, 20 etc.) user is as active user's
The similarity value of each user and active user according to sequence from high to low can also be sorted, sorted by similar users
Positioned at preceding default position (such as：5th, 10 etc.) similar users of the user as active user.
Second, the similar users for determining to meet default similarity condition with the similarity value of the user, packet
It includes：Determine the user of electronic equipment and at least two characteristics of other users；Compare user and other use of electronic equipment
Whether each characteristic at family is identical；Obtain each user number identical with the characteristic of the user of current electronic device
Amount；It obtains the quantity and meets the user of preset condition as similar users.
For example, this feature data for example including：Website etc., hobby, the age, gender, is often gone at graduation universities and colleges in location
Deng if the item number of the identical characteristic of two users is more, illustrating two user's similarity highers, therefore can pass through
Characteristic determines the similar users of current electronic device, wherein, which meets preset condition and is, for example,：It is more than or waits
In preset value (such as:5th, 10 etc.) or from high to low sequence be located at preceding default position (such as：10th, 20 etc.).
After the similar users for the user for determining current electronic device, mistake selected by all similar users can be obtained
Skin resource, then therefrom randomly choose out partial skin resource (such as：20th, 50 etc.) user is showed；It can also be right
Each skin resource is ranked up according to selected number, then obtain sequence be located at preceding default position (such as：20th, 50 etc.)
Skin resource shows user.
When showing the skin resource crossed selected by the similar users, various ways displaying may be used, such as：
1. skin resource display area can be divided into first area, second area, third region, first area displaying
First category skin resource (namely：The skin resource that user is liked), the general skin resource of second area displaying (
I.e.：It is supplied to the skin resource of all users), skin resource of third region displaying similar users etc..2. to similar users
The skin resource of selected mistake and the skin resource of first category take intersection to be shown as a result, being then showed in displaying result
First area (namely：The display area of the skin resource of first category), based on the program, it can be shown to user and both meet this
The hobby of user and the skin resource crossed selected by similar users, more accurately show so as to fulfill skin resource.
Through the above scheme, the technique effect of skin resource can be recommended based on similar users for user by having reached, with electricity
The similar users of the user of sub- equipment often like it is identical, so more accurate recommendation can be realized.
In specific implementation process, some popular skin resources can also be shown, such as：At present near New Year's Day, then
It can show New Year's Day relevant skin resource, at present TV play《If snail has love》It is relatively popular, then it can show
《If snail has love》Relevant skin resource etc. does not need to the search operation of user then, it is possible to show popular skin
Skin resource.
Second aspect, based on same inventive concept, the embodiment of the present invention provides a kind of skin resource displaying device, please refers to
Fig. 3, including：
First determining module 30, for determining that the historical operation of the user of electronic equipment records；
Second determining module 31, for being recorded based on the historical operation from least two classifications corresponding to skin resource
In determine first category for being shown to the user；
First display module 32, for showing the first category of the skin resource to the user.
Optionally, the historical operation record, including：It is recorded, for webpage for the historical operation of the skin resource
Historical operation record, for image data historical operation record at least one of record.
Optionally, second determining module 31, including：
First determination unit, for determining that the user is directed to the data of each classification based on historical operation record
Number of operations and/or operation duration；
Second determination unit, for determining the number of operations and/or operating the class of duration the first preset condition of satisfaction
It Zuo Wei not the first category.
Optionally, at least two classification includes：It is carried from the feature of skin resource for meeting the second preset condition
The classification of taking-up, the feature of the skin resource for meeting the second preset condition is based on user to the skin resource of each feature
Historical operation record determines.
Optionally, described device further comprises：
Detection module is used to grasp the search that skin resource scans for for detecting to obtain comprising search key
Make；
Respond module for responding described search operation, determines M that belong to same level with described search keyword
Classification, M are positive integer；
Module is provided, for providing the switching push button for switching to the M classification.
Optionally, first display module 32, including：
Division unit, for being divided into the display area of skin resource including first area and second area extremely
Few two regions；
First display unit, for all or part of skin resource in the first category to be showed in firstth area
Domain；
Second display unit, for will general skin resource or general skin resource in the first category
At least one skin resource is showed in the second area.
Optionally, described device further comprises：
Third determining module, for determining to meet the similar use of default similarity condition to the similarity value of the user
Family；
Second display module, for showing the skin resource crossed selected by the similar users to the user.
Optionally, the third determining module, including：
Third determination unit, for determining the operation vector of each user based on historical operation record；
Computing unit, it is described similar to the operation of other users vector for calculating the user of the electronic equipment
Angle value.
By the device that second aspect of the present invention is introduced, the skin introduced to implement first aspect of the embodiment of the present invention
Device used by resource exhibition method, based on the skin resource exhibition method that first aspect of the embodiment of the present invention is introduced, sheet
Those skilled in the art can understand concrete structure and the deformation of the device that second aspect of the embodiment of the present invention is introduced, so
Details are not described herein, is filled used by every skin resource exhibition method implemented first aspect of the embodiment of the present invention and introduced
It puts, belongs to the range to be protected of the embodiment of the present invention.
The third aspect, based on same inventive concept, the embodiment of the present invention provides a kind of electronic equipment, includes memory,
And one either more than one program one of them or more than one program be stored in memory, and be configured to
The one or more programs are performed by one or more than one processor and include the finger for being operated below
It enables：
Determine the historical operation record of the user of electronic equipment；
It is determined from least two classifications corresponding to skin resource for described based on historical operation record
The first category of user's displaying；
The first category of the skin resource is shown to the user.
Optionally, the historical operation record, including：It is recorded, for webpage for the historical operation of the skin resource
Historical operation record, for image data historical operation record at least one of record.
Optionally, the electronic equipment be also configured to by one either more than one processor perform it is one or
More than one program includes the instruction for being operated below：
Number of operations and/or behaviour of the user for the data of each classification are determined based on historical operation record
Make duration；
It determines the number of operations and/or operates the classification of duration the first preset condition of satisfaction as the first kind
Not.
Optionally, at least two classification includes：It is carried from the feature of skin resource for meeting the second preset condition
The classification of taking-up, the feature of the skin resource for meeting the second preset condition is based on user to the skin resource of each feature
Historical operation record determines.
Optionally, the electronic equipment be also configured to by one either more than one processor perform it is one or
More than one program includes the instruction for being operated below：
Detection obtains the search operation for scanning for skin resource comprising search key；
Described search operation is responded, determines M classification for belonging to same level with described search keyword, M is just whole
Number；
The switching push button for switching to the M classification is provided.
Optionally, the electronic equipment be also configured to by one either more than one processor perform it is one or
More than one program includes the instruction for being operated below：
The display area of skin resource is divided at least two regions including first area and second area；
All or part of skin resource in the first category is showed in the first area；
By general skin resource or the skin resource exhibition of at least one of general skin resource and the first category
It is shown in the second area.
Optionally, the electronic equipment be also configured to by one either more than one processor perform it is one or
More than one program includes the instruction for being operated below：
Determine the similar users for meeting default similarity condition with the similarity value of the user；
The skin resource crossed selected by the similar users is shown to the user.
Optionally, the electronic equipment be also configured to by one either more than one processor perform it is one or
More than one program includes the instruction for being operated below：
The operation vector of each user is determined based on historical operation record；
Calculate the similarity value of the user of the electronic equipment and the operation vector of other users.
By the electronic equipment that third aspect present invention is introduced, implement first aspect of the embodiment of the present invention and introduced
Electronic equipment used by skin resource exhibition method, the skin resource displaying introduced based on first aspect of the embodiment of the present invention
Method, those skilled in the art can understand the concrete structure for the electronic equipment that the third aspect of the embodiment of the present invention is introduced
And deformation, so details are not described herein, every skin resource exhibition method implemented first aspect of the embodiment of the present invention and introduced
Used electronic equipment belongs to the range to be protected of the embodiment of the present invention.
Fig. 4 is the block diagram according to a kind of electronic equipment 800 of skin resource exhibition method shown in an exemplary embodiment.
For example, electronic equipment 800 can be mobile phone, computer, digital broadcast terminal, messaging devices, game console puts down
Panel device, Medical Devices, body-building equipment, personal digital assistant etc..
With reference to Fig. 4, electronic equipment 800 can include following one or more components：Processing component 802, memory 804,
Power supply module 806, multimedia component 808, audio component 810, the interface 812 of input/output (I/O), sensor module 814,
And communication component 816.
The integrated operation of 802 usual control electronics 800 of processing component, such as with display, call, data lead to
Letter, camera operation and record operate associated operation.Processing element 802 can be held including one or more processors 820
Row instruction, to perform all or part of the steps of the methods described above.In addition, processing component 802 can include one or more moulds
Block, convenient for the interaction between processing component 802 and other assemblies.For example, processing component 802 can include multi-media module, with
Facilitate the interaction between multimedia component 808 and processing component 802.
Memory 804 is configured as storing various types of data to support the operation in equipment 800.These data are shown
Example includes the instruction of any application program or method for being operated on electronic equipment 800, contact data, telephone directory number
According to, message, picture, video etc..Memory 804 can by any kind of volatibility or non-volatile memory device or they
Combination realize, such as static RAM (SRAM), electrically erasable programmable read-only memory (EEPROM) is erasable
Programmable read only memory (EPROM), programmable read only memory (PROM), read-only memory (ROM), magnetic memory, quick flashing
Memory, disk or CD.
Power supply module 806 provides electric power for the various assemblies of electronic equipment 800.Power supply module 806 can include power supply pipe
Reason system, one or more power supplys and other generate, manage and distribute electric power associated component with for electronic equipment 800.
Multimedia component 808 is included in the screen of one output interface of offer between the electronic equipment 800 and user.
In some embodiments, screen can include liquid crystal display (LCD) and touch panel (TP).If screen includes touch surface
Plate, screen may be implemented as touch screen, to receive input signal from the user.Touch panel includes one or more touch
Sensor is to sense the gesture on touch, slide, and touch panel.The touch sensor can not only sense touch or slip
The boundary of action, but also detect duration and pressure associated with the touch or slide operation.In some embodiments,
Multimedia component 808 includes a front camera and/or rear camera.When electronic equipment 800 is in operation mode, such as clap
When taking the photograph pattern or video mode, front camera and/or rear camera can receive external multi-medium data.It is each preposition
Camera and rear camera can be a fixed optical lens system or have focusing and optical zoom capabilities.
Audio component 810 is configured as output and/or input audio signal.For example, audio component 810 includes a Mike
Wind (MIC), when electronic equipment 800 is in operation mode, during such as call model, logging mode and speech recognition mode, microphone
It is configured as receiving external audio signal.The received audio signal can be further stored in memory 804 or via logical
Letter component 816 is sent.In some embodiments, audio component 810 further includes a loud speaker, for exports audio signal.
I/O interfaces 812 provide interface between processing component 802 and peripheral interface module, and above-mentioned peripheral interface module can
To be keyboard, click wheel, button etc..These buttons may include but be not limited to：Home button, volume button, start button and lock
Determine button.
Sensor module 814 includes one or more sensors, for providing the state of various aspects for electronic equipment 800
Assessment.For example, sensor module 814 can detect opening/closed state of equipment 800, the relative positioning of component, such as institute
The display and keypad that component is electronic equipment 800 are stated, sensor module 814 can also detect electronic equipment 800 or electronics
The position change of 800 1 components of equipment, the existence or non-existence that user contacts with electronic equipment 800,800 orientation of electronic equipment
Or acceleration/deceleration and the temperature change of electronic equipment 800.Sensor module 814 can include proximity sensor, be configured to
It detects the presence of nearby objects without any physical contact.Sensor module 814 can also include optical sensor, such as
CMOS or ccd image sensor, for being used in imaging applications.In some embodiments, which can be with
Including acceleration transducer, gyro sensor, Magnetic Sensor, pressure sensor or temperature sensor.
Communication component 816 is configured to facilitate the communication of wired or wireless way between electronic equipment 800 and other equipment.
Electronic equipment 800 can access the wireless network based on communication standard, such as WiFi, 2G or 3G or combination thereof.Show at one
In example property embodiment, communication component 816 receives broadcast singal or broadcast from external broadcasting management system via broadcast channel
Relevant information.In one exemplary embodiment, the communication component 816 further includes near-field communication (NFC) module, short to promote
Cheng Tongxin.For example, radio frequency identification (RFID) technology, Infrared Data Association (IrDA) technology, ultra wide band can be based in NFC module
(UWB) technology, bluetooth (BT) technology and other technologies are realized.
In the exemplary embodiment, electronic equipment 800 can be by one or more application application-specific integrated circuit (ASIC), number
Word signal processor (DSP), digital signal processing appts (DSPD), programmable logic device (PLD), field programmable gate array
(FPGA), controller, microcontroller, microprocessor or other electronic components are realized, for performing the above method.
In the exemplary embodiment, a kind of non-transitorycomputer readable storage medium including instructing, example are additionally provided
Such as include the memory 804 of instruction, above-metioned instruction can be performed to complete the above method by the processor 820 of electronic equipment 800.Example
Such as, the non-transitorycomputer readable storage medium can be ROM, it is random access memory (RAM), CD-ROM, tape, soft
Disk and optical data storage devices etc..
A kind of non-transitorycomputer readable storage medium, when the instruction in the storage medium is by the processing of electronic equipment
When device performs so that electronic equipment is able to carry out a kind of skin resource exhibition method, the method includes：
Determine the historical operation record of the user of electronic equipment；
It is determined from least two classifications corresponding to skin resource for described based on historical operation record
The first category of user's displaying；
The first category of the skin resource is shown to the user.
Optionally, the historical operation record, including：It is recorded, for webpage for the historical operation of the skin resource
Historical operation record, for image data historical operation record at least one of record.
Optionally, the readable storage medium storing program for executing is also configured to one to be performed by one or more than one processor
Or more than one program includes the instruction for being operated below：
Number of operations and/or behaviour of the user for the data of each classification are determined based on historical operation record
Make duration；
It determines the number of operations and/or operates the classification of duration the first preset condition of satisfaction as the first kind
Not.
Optionally, at least two classification includes：It is carried from the feature of skin resource for meeting the second preset condition
The classification of taking-up, the feature of the skin resource for meeting the second preset condition is based on user to the skin resource of each feature
Historical operation record determines.
Optionally, the readable storage medium storing program for executing is also configured to one to be performed by one or more than one processor
Or more than one program includes the instruction for being operated below：
Detection obtains the search operation for scanning for skin resource comprising search key；
Described search operation is responded, determines M classification for belonging to same level with described search keyword, M is just whole
Number；
The switching push button for switching to the M classification is provided.
Optionally, the readable storage medium storing program for executing is also configured to one to be performed by one or more than one processor
Or more than one program includes the instruction for being operated below：
The display area of skin resource is divided at least two regions including first area and second area；
All or part of skin resource in the first category is showed in the first area；
By general skin resource or the skin resource exhibition of at least one of general skin resource and the first category
It is shown in the second area.
Optionally, the readable storage medium storing program for executing is also configured to one to be performed by one or more than one processor
Or more than one program includes the instruction for being operated below：
Determine the similar users for meeting default similarity condition with the similarity value of the user；
The skin resource crossed selected by the similar users is shown to the user.
Optionally, the readable storage medium storing program for executing is also configured to one to be performed by one or more than one processor
Or more than one program includes the instruction for being operated below：
The operation vector of each user is determined based on historical operation record；
Calculate the similarity value of the user of the electronic equipment and the operation vector of other users.
One or more embodiment of the invention, at least has the advantages that：
Due in embodiments of the present invention, it is first determined go out the historical operation record of the user of electronic equipment；It is then based on
Historical operation record determined from least two classifications corresponding to skin resource for shown to the user the
One classification；Finally, the first category of the skin resource is shown to the user.The skin resource namely shown to user
Classification is to record associated classification with the historical operation of user, often the class corresponding to the skin resource preferred for user
Not, in this case, then the skin money that user is liked could be obtained by not needing to respond the search key of user every time
Source, so it is improved the technique effect for the efficiency for obtaining skin resource.
The present invention be with reference to according to the method for the embodiment of the present invention, the flow of equipment (system) and computer program product
Figure and/or block diagram describe.It should be understood that it can be realized by computer program instructions every first-class in flowchart and/or the block diagram
The combination of flow and/or box in journey and/or box and flowchart and/or the block diagram.These computer programs can be provided
The processor of all-purpose computer, special purpose computer, Embedded Processor or other programmable data processing devices is instructed to produce
A raw machine so that the instruction performed by computer or the processor of other programmable data processing devices is generated for real
The equipment of function specified in present one flow of flow chart or one box of multiple flows and/or block diagram or multiple boxes.
These computer program instructions, which may also be stored in, can guide computer or other programmable data processing devices with spy
Determine in the computer-readable memory that mode works so that the instruction generation being stored in the computer-readable memory includes referring to
Enable the manufacture of equipment, the commander equipment realize in one flow of flow chart or multiple flows and/or one box of block diagram or
The function of being specified in multiple boxes.
These computer program instructions can be also loaded into computer or other programmable data processing devices so that counted
Series of operation steps are performed on calculation machine or other programmable devices to generate computer implemented processing, so as in computer or
The instruction offer performed on other programmable devices is used to implement in one flow of flow chart or multiple flows and/or block diagram one
The step of function of being specified in a box or multiple boxes.
Although preferred embodiments of the present invention have been described, but those skilled in the art once know basic creation
Property concept, then additional changes and modifications may be made to these embodiments.So appended claims be intended to be construed to include it is excellent
It selects embodiment and falls into all change and modification of the scope of the invention.
Obviously, various changes and modifications can be made to the invention without departing from essence of the invention by those skilled in the art
God and range.In this way, if these modifications and changes of the present invention belongs to the range of the claims in the present invention and its equivalent technologies
Within, then the present invention is also intended to include these modifications and variations.
Claims (10)
1. a kind of skin resource exhibition method, which is characterized in that including：
Determine the historical operation record of the user of electronic equipment；
It is determined from least two classifications corresponding to skin resource for the user based on historical operation record
The first category of displaying；
The first category of the skin resource is shown to the user.
2. the method as described in claim 1, which is characterized in that the historical operation record, including：For the skin resource
Historical operation record, for webpage historical operation record, for image data historical operation record at least one of
Record.
3. the method as described in claim 1, which is characterized in that described right from skin resource institute based on historical operation record
The first category for being shown to the user is determined at least two classifications answered, including：
When determining number of operations and/or operation of the user for the data of each classification based on historical operation record
It is long；
It determines the number of operations and/or operates the classification of duration the first preset condition of satisfaction as the first category.
4. the method as described in claim 1, which is characterized in that at least two classification includes：From the second default item of satisfaction
The classification extracted in the feature of the skin resource of part, the feature of the skin resource for meeting the second preset condition are based on using
Family records the historical operation of the skin resource of each feature and determines.
5. the method as described in claim 1, which is characterized in that the method further includes：
Detection obtains the search operation for scanning for skin resource comprising search key；
Described search operation is responded, determines M classification for belonging to same level with described search keyword, M is positive integer；
The switching push button for switching to the M classification is provided.
6. the method as described in claim 1-5 is any, which is characterized in that described to show the skin resource to the user
First category, including：
The display area of skin resource is divided at least two regions including first area and second area；
All or part of skin resource in the first category is showed in the first area；
General skin resource or at least one of general skin resource and the first category skin resource are showed in
The second area.
7. the method as described in claim 1-5 is any, which is characterized in that the method further includes：
Determine the similar users for meeting default similarity condition with the similarity value of the user；
The skin resource crossed selected by the similar users is shown to the user.
8. the method for claim 7, which is characterized in that described to determine to preset with the similarity value of user satisfaction
The similar users of similarity condition, including：
The operation vector of each user is determined based on historical operation record；
Calculate the similarity value of the user of the electronic equipment and the operation vector of other users.
9. a kind of skin resource shows device, which is characterized in that including：
First determining module, for determining that the historical operation of the user of electronic equipment records；
Second determining module, for being determined from least two classifications corresponding to skin resource based on historical operation record
Go out the first category for being shown to the user；
First display module, for showing the first category of the skin resource to the user.
10. a kind of electronic equipment, which is characterized in that include memory and one or more than one program, wherein one
A either more than one program is stored in memory and is configured to perform described one by one or more than one processor
A or more than one program includes the instruction for being operated below：
Determine the historical operation record of the user of electronic equipment；
It is determined from least two classifications corresponding to skin resource for the user based on historical operation record
The first category of displaying；
The first category of the skin resource is shown to the user.
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| CN201611169246.7A CN108205534B (en) | 2016-12-16 | 2016-12-16 | Skin resource display method and device and electronic equipment |
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| CN201611169246.7A CN108205534B (en) | 2016-12-16 | 2016-12-16 | Skin resource display method and device and electronic equipment |
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| 罗茹娟: "基于USkin软件换肤功能的实现", 《电脑知识与技术》 * |
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| CN110889733A (en) * | 2018-09-10 | 2020-03-17 | 阿里巴巴集团控股有限公司 | Resource and commodity recommendation method, device and equipment |
| CN110889733B (en) * | 2018-09-10 | 2024-04-05 | 阿里巴巴集团控股有限公司 | Resource and commodity recommendation method, device and equipment |
| CN109859037A (en) * | 2019-03-27 | 2019-06-07 | 上海浦东发展银行股份有限公司信用卡中心 | It is a kind of that card information processing method is changed based on the customization of card face |
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