CN108205534B - Skin resource display method and device and electronic equipment - Google Patents

Skin resource display method and device and electronic equipment Download PDF

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Publication number
CN108205534B
CN108205534B CN201611169246.7A CN201611169246A CN108205534B CN 108205534 B CN108205534 B CN 108205534B CN 201611169246 A CN201611169246 A CN 201611169246A CN 108205534 B CN108205534 B CN 108205534B
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skin
user
category
historical
determining
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CN108205534A (en
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刘敏
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Beijing Sogou Technology Development Co Ltd
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Beijing Sogou Technology Development Co Ltd
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    • GPHYSICS
    • G06COMPUTING; CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/90Details of database functions independent of the retrieved data types
    • G06F16/95Retrieval from the web
    • G06F16/953Querying, e.g. by the use of web search engines
    • G06F16/9535Search customisation based on user profiles and personalisation

Abstract

The invention relates to the field of computers, and discloses a skin resource display method, a skin resource display device and electronic equipment, which aim to solve the technical problem of low efficiency of obtaining skin resources in the prior art. The method comprises the following steps: determining a historical operation record of a user of the electronic equipment; determining a first category for showing to the user from at least two categories corresponding to skin resources based on the historical operation records; presenting the user with a first category of the skin resource. The technical effect of improving the efficiency of obtaining skin resources is achieved.

Description

Skin resource display method and device and electronic equipment
Technical Field
The invention relates to the field of computers, in particular to a method and a device for displaying skin resources and electronic equipment.
Background
With the continuous development of science and technology, electronic technology has also gained rapid development, and the variety of electronic products is also more and more, and people also enjoy various conveniences brought by the development of science and technology. People can enjoy comfortable life brought along with the development of science and technology through various client devices. For example, client devices such as a notebook computer, a desktop computer, a smart phone, and a tablet computer have become an important part of people's life, and a user can listen to music, play games, and the like by using the client devices such as the mobile phone and the tablet computer, so as to reduce the pressure of modern fast-paced life.
In the prior art, electronic devices may use a variety of skin resources, such as: the method comprises the steps of obtaining a desktop skin resource, an application program skin resource, a system skin resource and the like, wherein in the prior art, the application program for managing the skin resource usually fixedly displays the skin resource according to categories, and if a user wants to select a favorite skin resource, the user needs to search through search keywords, so that the technical problem that the efficiency of obtaining the skin resource is low in the prior art exists.
Disclosure of Invention
The invention provides a skin resource display method, a skin resource display device and electronic equipment, and aims to solve the technical problem that the efficiency of obtaining skin resources is low in the prior art.
In a first aspect, an embodiment of the present invention provides a method for displaying a skin resource, including:
determining a historical operation record of a user of the electronic equipment;
determining a first category for showing to the user from at least two categories corresponding to skin resources based on the historical operation records;
presenting the user with a first category of the skin resource.
With reference to the first aspect, in a first optional embodiment, the historical operation record includes: at least one of a historical record of operation for the skin resource, a historical record of operation for a web page, and a historical record of operation for image data.
With reference to the first aspect, in a second optional embodiment, the determining, based on the historical operation record, a first category for presentation to the user from among at least two categories corresponding to skin resources includes:
determining the operation times and/or operation duration of the user for each category of data based on the historical operation records;
and determining the category of the operation times and/or the operation duration meeting a first preset condition as the first category.
With reference to the first aspect, in a third alternative embodiment, the at least two categories include: the category is extracted from the features of the skin resources meeting a second preset condition, and the features of the skin resources meeting the second preset condition are determined based on the historical operation records of the user on the skin resources of each feature.
In combination with the first aspect, in a fourth alternative embodiment, the method further includes:
detecting and obtaining a search operation containing a search keyword and used for searching the skin resource;
responding to the search operation, and determining M categories which belong to the same level with the search keyword, wherein M is a positive integer;
providing a switch button to switch to the M categories.
With reference to the first aspect or any one of the first to four alternative embodiments of the first aspect, in a fifth alternative embodiment, the presenting the first category of skin resources to the user includes:
dividing a display area of the skin resource into at least two areas including a first area and a second area;
displaying all or part of the skin resources in the first category in the first area;
displaying a common skin resource, or a common skin resource and at least one skin resource in the first category, to the second area.
With reference to the first aspect or any one of the first to four alternative embodiments of the first aspect, in a sixth alternative embodiment, the method further includes:
determining similar users of which the similarity values with the users meet preset similarity conditions;
and displaying the skin resources selected by the similar users to the user.
With reference to the sixth optional embodiment of the first aspect, in a seventh optional embodiment, the determining a similar user whose similarity value to the user meets a preset similarity condition includes:
determining an operation vector of each user based on the historical operation records;
calculating the similarity values of the operation vectors of the user of the electronic device and other users.
In a second aspect, an embodiment of the present invention provides a skin resource display device, including:
the first determining module is used for determining the historical operation record of the user of the electronic equipment;
the second determining module is used for determining a first category for showing to the user from at least two categories corresponding to the skin resources based on the historical operation records;
a first presentation module to present the first category of the skin resource to the user.
In combination with the second aspect, in a first alternative embodiment, the historical operating record includes: at least one of a historical record of operation for the skin resource, a historical record of operation for a web page, and a historical record of operation for image data.
With reference to the second aspect, in a second optional embodiment, the second determining module includes:
a first determining unit, configured to determine, based on the historical operation record, the number of operations and/or the operation duration of the user for each category of data;
and the second determining unit is used for determining the category of the operation times and/or the operation duration meeting a first preset condition as the first category.
In combination with the second aspect, in a third alternative embodiment, the at least two categories include: the category is extracted from the features of the skin resources meeting a second preset condition, and the features of the skin resources meeting the second preset condition are determined based on the historical operation records of the user on the skin resources of each feature.
In combination with the second aspect, in a fourth alternative embodiment, the apparatus further comprises:
the detection module is used for detecting and obtaining a search operation which contains a search keyword and is used for searching the skin resource;
the response module is used for responding to the search operation and determining M categories which belong to the same level with the search keyword, wherein M is a positive integer;
and the providing module is used for providing a switching button for switching to the M categories.
With reference to the second aspect or any one of the first to fourth optional embodiments of the second aspect, in a fifth optional embodiment, the first display module includes:
the skin resource display device comprises a dividing unit, a display unit and a display unit, wherein the dividing unit is used for dividing a display area of a skin resource into at least two areas including a first area and a second area;
a first display unit, configured to display all or part of the skin resources in the first category in the first area;
and the second display unit is used for displaying the universal skin resource or the universal skin resource and at least one skin resource in the first category in the second area.
With reference to the second aspect or any one of the first to fourth alternative embodiments of the second aspect, in a sixth alternative embodiment, the apparatus further includes:
the third determining module is used for determining similar users of which the similarity values with the users meet the preset similarity condition;
and the second display module is used for displaying the skin resources selected by the similar users to the user.
With reference to the sixth optional embodiment of the second aspect, in a seventh optional embodiment, the third determining module includes:
a third determining unit, configured to determine an operation vector of each user based on the historical operation record;
a calculating unit, configured to calculate the similarity value of the operation vector between a user of the electronic device and another user.
In a third aspect, an embodiment of the present invention provides an electronic device, including a memory, and one or more programs, where the one or more programs are stored in the memory, and configured to be executed by one or more processors includes instructions for:
determining a historical operation record of a user of the electronic equipment;
determining a first category for showing to the user from at least two categories corresponding to skin resources based on the historical operation records;
presenting the user with a first category of the skin resource.
With reference to the third aspect, in a first optional embodiment, the historical operation record includes: at least one of a historical record of operation for the skin resource, a historical record of operation for a web page, and a historical record of operation for image data.
In combination with the third aspect, in a second alternative embodiment, the electronic device is further configured to execute the one or more programs by the one or more processors including instructions for:
determining the operation times and/or operation duration of the user for each category of data based on the historical operation records;
and determining the category of the operation times and/or the operation duration meeting a first preset condition as the first category.
With reference to the third aspect, in a third alternative embodiment, the at least two categories include: the category is extracted from the features of the skin resources meeting a second preset condition, and the features of the skin resources meeting the second preset condition are determined based on the historical operation records of the user on the skin resources of each feature.
In combination with the third aspect, in a fourth alternative embodiment, the electronic device is also configured to execute the one or more programs by the one or more processors including instructions for:
detecting and obtaining a search operation containing a search keyword and used for searching the skin resource;
responding to the search operation, and determining M categories which belong to the same level with the search keyword, wherein M is a positive integer;
providing a switch button to switch to the M categories.
With reference to the third aspect or any one of the first to fourth optional embodiments of the third aspect, in a fifth optional embodiment, the electronic device is further configured to execute, by the one or more processors, the one or more programs including instructions for:
dividing a display area of the skin resource into at least two areas including a first area and a second area;
displaying all or part of the skin resources in the first category in the first area;
displaying a common skin resource, or a common skin resource and at least one skin resource in the first category, to the second area.
With reference to the third aspect or any one of the first to fourth alternative embodiments of the third aspect, in a sixth alternative embodiment, the electronic device is further configured to execute, by the one or more processors, the one or more programs including instructions for:
determining similar users of which the similarity values with the users meet preset similarity conditions;
and displaying the skin resources selected by the similar users to the user.
In combination with the sixth optional embodiment of the third aspect, in a seventh optional embodiment, the electronic device is further configured to execute the one or more programs by the one or more processors including instructions for:
determining an operation vector of each user based on the historical operation records;
calculating the similarity values of the operation vectors of the user of the electronic device and other users.
The invention has the following beneficial effects:
in the embodiment of the invention, the historical operation record of the user of the electronic equipment is determined firstly; then, determining a first category for showing to the user from at least two categories corresponding to the skin resources based on the historical operation records; finally, the first category of skin resources is presented to the user. That is, the category of the skin resource shown to the user is a category associated with the historical operation record of the user, and is often a category corresponding to the skin resource preferred by the user.
Drawings
FIG. 1 is a flowchart of a skin resource displaying method according to an embodiment of the present invention;
fig. 2 is a flowchart of switching the displayed skin resource based on the switch button in the skin resource display method according to the embodiment of the present invention;
FIG. 3 is a block diagram of a skin resource display device according to an embodiment of the present invention;
fig. 4 is a block diagram of an electronic device implementing the skin resource display method in the embodiment of the present invention.
Detailed Description
The invention provides a skin resource display method, a skin resource display device and electronic equipment, and aims to solve the technical problem that the efficiency of obtaining skin resources is low in the prior art.
In order to solve the technical problems, the general idea of the embodiment of the present application is as follows:
firstly, determining a historical operation record of a user of the electronic equipment; then, determining a first category for showing to the user from at least two categories corresponding to the skin resources based on the historical operation records; finally, the first category of skin resources is presented to the user. That is, the category of the skin resource shown to the user is a category associated with the historical operation record of the user, and is often a category corresponding to the skin resource preferred by the user.
In order to better understand the technical solutions of the present invention, the following detailed descriptions of the technical solutions of the present invention are provided with the accompanying drawings and the specific embodiments, and it should be understood that the specific features in the embodiments and the examples of the present invention are the detailed descriptions of the technical solutions of the present invention, and are not limitations of the technical solutions of the present invention, and the technical features in the embodiments and the examples of the present invention may be combined with each other without conflict.
In a first aspect, an embodiment of the present invention provides a method for displaying a skin resource, please refer to fig. 1, including:
step S101: determining a historical operation record of a user of the electronic equipment;
step S102: determining a first category for showing to the user from at least two categories corresponding to skin resources based on the historical operation records;
step S103: presenting the user with a first category of the skin resource.
For example, the scheme is applied to an electronic device with a display function, and the electronic device may be, for example: mobile phones, tablet computers, notebook computers, desktop computers, all-in-one machines, and the like.
In step S101, the historical operation record may include a plurality of operation records, three of which are listed below for description, and of course, in the specific implementation process, the history record is not limited to the following three cases, and in addition, in the case of no conflict, the following three cases may be used in combination.
First, the historical operation record may include: historical operational records for the skin resource.
For example, the historical operation record may be a historical search record, a historical selection record, a historical usage record, and the like, and the user may generate various historical operation records on the skin resource during the usage of the skin resource, such as: if a user wants to use a certain category of skin resources (for example: martial arts), the user starts an application program corresponding to the skin resources and opens a search interface, and then inputs a search keyword: martial arts, in which case it is detected that the user generated a historical search record for the category "martial arts"; after obtaining the search keyword 'martial arts', the electronic device provides thumbnails of a plurality of skin resources in the category 'martial arts' for the user to browse, and if the user likes a certain skin resource, the user can view the large map of the skin resource through a selection operation (for example, clicking the thumbnail), in this case, a historical selection record exists for the skin resource; in the process of browsing various skin resources, if a certain skin resource is favored, the user can also use the skin resource on the electronic device through application operation (for example, clicking an application button), in this case, a historical usage record exists for the skin resource, and the like. In addition, when a historical operation record for the skin resource is detected, an operation duration corresponding to the historical operation record may also be recorded, for example: the search duration corresponding to the historical search record, the browsing duration corresponding to the historical browsing record, the usage duration corresponding to the historical usage record, and the like. Of course, the historical operating records for the skin resources may also be generated in other ways, and the embodiments of the present invention are not limited thereto.
Second, the historical operating record may include: historical operational records for web pages.
For example, the historical operation record may include, for example: historical search records, historical browse records, historical favorites records, and the like. The user can search in the browser through the search keyword, so that a historical search record is generated; after the browser provides the search results based on the search keywords, the user can select some of the search results to view, so that historical browsing records are generated for the corresponding search results; in the process of viewing the search result, if the user finds that the search result is important, the user may collect the web page corresponding to the search result, so as to generate a history collection record and the like for the web page. In addition, when a history operation record for the web page is detected, an operation duration corresponding to the history operation record may also be recorded, for example: the search duration corresponding to the historical search record and the browsing duration corresponding to the historical browsing record. Of course, the historical operation record for the web page may also be generated in other ways, and the embodiment of the present invention is not limited.
Thirdly, the historical operation record may include: historical operational records for image data.
For example, the historical operation record may include, for example: historical search records, historical browse records, historical storage records, and the like. The user can input search keywords in the image search engine to perform image search, so that corresponding historical search records are generated; after the electronic equipment provides search obtaining image data based on the history search record, a user can browse partial image data in the image data, so that a history browsing record is generated aiming at the corresponding image data; in browsing image data, if a user likes some image data, the image data may be saved so that a history record or the like exists for the image data. In addition, when a history operation record for the image data is detected, an operation time length corresponding to the history operation record may also be recorded, for example: the search time corresponding to the historical search record, the browsing time corresponding to the historical browsing record and the like. Of course, the history operation record for the image data may also be generated in other ways, and the embodiment of the present invention is not limited.
After determining the historical operation record of the user of the electronic device based on step S101, step S102 may be performed, that is: and determining a first category for showing to the user from at least two categories corresponding to the skin resources based on the historical operation records. In step S102, the at least two categories may be categories of skin resources preset by the system, where the categories of skin resources preset by the system may be categories set by default in an initial stage of the system, or may be new categories added subsequently, and the at least two categories may include: animation, movie, landscape, plant, art, poster, etc. At least two categories may also be adjusted based on user actions, such as: the at least two categories may include: the category is extracted from the features of the skin resources meeting a second preset condition, and the features of the skin resources meeting the second preset condition are determined based on the historical operation records of the user on the skin resources of each feature.
For example, for each skin resource, there may be multiple pieces of feature information, for example, the feature information for skin resource (r) may include, for example: pink, landscape, romantic, fresh, characteristic information for skin resources (c) may include, for example: swordsmen, cartoon, Qinshi Mingyue, snowman, etc. A user (a user of a current electronic device, or a user of another electronic device) may browse more skin resources containing some characteristic information, for example: pink, snowman, etc., in this case, a historical operation record of the skin resource corresponding to each type of feature information may be determined, then, feature information that the historical operation number is greater than a preset number (e.g., 100, 200, etc.), or the historical operation duration is greater than a preset duration (e.g., 1 hour, 2 hours, etc.) may be determined, and may be used as a new category, and for the new category, in addition to a category name (the category name is, for example, the feature name), text description information, a category index picture, a link address of the skin resource under the category, etc. may be set, where the new category may be manually configured by a backend person based on the historical operation record of the skin resource of each feature, or may be automatically configured by the system, which is not limited by the embodiment of the present invention.
In this case, the classification for the skin resource may include a classification determined based on the historical operation record of the user in addition to the default classification of the system, so that there is a technical effect that more accurate classification of the skin resource can be achieved.
In step S102, the first category may be one or more categories, which is not limited in the embodiment of the present invention. The first category can be determined in various ways, and three of them are listed below for description, but of course, in the specific implementation process, the first category is not limited to the following three cases.
The first way of determining the first category is: determining the operation times of the user for each category of data based on the historical operation records; and determining the category of which the operation times meet a first preset condition as the first category.
For example, taking the historical operation record as the historical operation record for the skin resource as an example, the number of times of the operation of the skin resource under each category for generating the historical operation record by the user may be counted, for example: the number of searches, the number of selections, the number of uses, the total number of operations (e.g., the number of searches, the number of selections, the sum of the number of uses), etc., and then a category in which the order of the number of operations is located at the top preset position (e.g., 1, 2, etc.), or the number of operations is greater than the preset number (e.g., 100, 200, etc.) is obtained as a category satisfying the first preset condition, etc.
The second way of determining the first category is: determining the operation duration of the user for each category of data based on the historical operation record; and determining the category of which the operation time length meets a first preset condition as the first category.
For example, taking the historical operation record as the historical operation record for the skin resource as an example, the operation duration of the skin resource under each category for generating the historical operation record by the user may be counted, for example: searching time length, browsing time length, total operation time length (sum of the searching time length and the browsing time length), and the like, then obtaining a category of which the operation time length is greater than a preset time length (for example, 10 hours, 20 hours), or the operation time length is sorted at the front preset position (for example, 1, 3, and the like) as a category meeting a first preset condition, and the like.
The third way of determining the first category is: determining the operation times and operation duration of the user for each category of data based on the historical operation records; and determining the category of the operation times and the operation duration meeting a first preset condition as the first category.
For example, a first weight value may be set for the number of operations on data under a category, a second weight value may be set for the duration of the operations, and then the number of operations multiplied by the first weight value and the duration of the operations multiplied by the second weight value are summed to obtain a total score value of the category, and then the category with the total score value greater than a preset value (e.g., 50, 100, etc.), or with the total score value sorted at a top preset position (e.g., 2, 3, etc.) is obtained as a category satisfying a first preset condition, and so on.
After determining the first category based on step S102, step S103 may be performed, i.e.: presenting the user with a first category of the skin resource. The skin resources under the first category may be displayed only to the user and based on a selection operation of the user for the first category, or may be directly displayed to the user, which is not limited in the embodiment of the present invention.
In the implementation process, the first category of the skin resources can be presented in various ways, and two of them are listed below for description, and of course, in the implementation process, the first category is not limited to the following two cases.
First, the presenting the first category of skin resources comprises: dividing a display area of the skin resource into at least two areas including a first area and a second area; displaying all or part of the skin resources in the first category in the first area; displaying a common skin resource, or a common skin resource and at least one skin resource in the first category, to the second area.
For example, the common skin resources are skin resources provided for all users in the same classification manner, and the common skin resources may generally include all kinds of skin resources, where all the skin resources of the first kind may be shown in the first area, and all the skin resources of the common skin resources may be shown in the second area, so that the user may select to browse the skin resources of the first area or the skin resources of the second area based on his/her needs, for example: and if the user wants to view the skin resources of the style which the user likes in the past, browsing the skin resources of the first area, and if the user does not browse the skin resources which the user likes in the first area, browsing the skin resources of the second area, and the like. Or, in the case that the first category includes a plurality of categories, a part of the skin resources (for example, categories with integrated score values ranked at a previous preset position, categories with integrated score values greater than a preset value, etc.) in the first category may be displayed in the first area, and the rest of the skin resources and the general skin resources may be displayed in the second area, which is not limited in the embodiment of the present invention.
Further, if an operation (e.g., a selection operation, a search operation, etc.) for the skin resource of the first region is detected, the display area of the first region may be enlarged; if an operation on the skin resources of the second region is detected, the display area of the second region may be enlarged, and so on, to face the user's operation on the respective skin resources.
Second, the presenting the first category of skin resources may include: and only the skin resources of the first category are displayed in the display area of the skin resources.
For example, only the skin resources that are interested by the user are displayed in the display area of the skin resources, wherein a switch button may be displayed in the display area, and the switch button may be switched to the display interface of the general skin resources, so as to facilitate switching between two skin resources, and the category of the skin resources that the user currently needs to display can be displayed in a larger display area.
As an alternative embodiment, please refer to fig. 2, the method further includes:
step S201: detecting and obtaining a search operation containing a search keyword and used for searching the skin resource;
step S202: responding to the search operation, and determining M categories which belong to the same level with the search keyword, wherein M is a positive integer;
step S203: providing a switch button to switch to the M categories.
In step S201, a search box of the skin resource may be called first, and then a search keyword input by the user is received through the search box, where the search keyword is, for example: pink, martial arts, and the like.
In step S202, taking the search key keyword as pink for example, and the pink is a color, the category belonging to the same level as the pink is other colors, for example: green, red, blue, white, black, etc.; taking the search keyword as martial arts as an example, the category belonging to the same level as martial arts is other movie and television topics, such as: life, a speech, fantasy, etc., of course, the determined M categories are different based on the difference of the search keywords, and the embodiment of the present invention is not limited.
In step S203, the skin resource of the corresponding category is displayed through a switching operation on the switching button of any one of the M categories, and if the M categories are colors, a switching button of each color may be provided, for example: green, red, blue, white, black toggle buttons, skin resources of the green category may be presented if a toggle operation that triggers the "green" toggle button is detected, skin resources of the red category may be presented if a toggle operation that triggers the "red" toggle button is detected, and so on; if the M categories are novel material, a switch button for each of the novel material may be provided, for example: the switching buttons of the language, the illusion and the hallucination can display the skin resources of the language category if the switching operation of triggering the switching button of the language is detected, and can display the skin resources of the illusion category if the switching operation of triggering the switching button of the illusion is detected.
Based on the scheme, the category which belongs to the same level with the search keyword can be automatically determined for the user to select based on the search keyword generated by the user, so that the technical effects that the category division of skin resources can be dynamically changed and the user requirements can be better met are achieved.
As an alternative embodiment, the method further comprises: determining similar users of which the similarity values with the users meet preset similarity conditions; and displaying the skin resources selected by the similar users to the user.
In the implementation process, similar users can be determined in various ways, and two of them are listed below for introduction, of course, in the implementation process, the following two cases are not limited.
The first method, the determining a similar user whose similarity value with the user meets a preset similarity condition, includes: determining an operation vector of each user based on the historical operation records; calculating the similarity values of the operation vectors of the user of the electronic device and other users.
For example, an operation vector for each user may be established based on whether the user has a historical operation record for each type of skin resource, assuming that D is included together1、D2……DNThese N classes of skin resources, then the following operation vector [ V ] can be establishedD1、VD1……VDN]For a certain user, if it is for a certain category of skin resources Dn(N is an integer from 1 to N) there is a history of operation, then VDnValue is 1, otherwise VDnThe value is 0, so that the operation vector of each user can be obtained, and then the similarity value between each user and the current user is determined by calculating the similarity value of the operation vector, wherein the cosine similarity value can be calculated, the pre-similarity value can be adjusted, and the like. After determining the similarity value between each user and the user of the current electronic device, the user with the similarity value larger than a preset value (e.g., 10, 20, etc.) may be obtained as the similar user of the current user, and the similarity values between each user and the current user may also be sorted from high to low, and the user with the sorting in the top preset position (e.g., 5, 10, etc.) may also be obtained as the similar user of the current user.
Secondly, the determining of the similar users whose similarity values with the user meet the preset similarity condition includes: determining at least two items of characteristic data of a user and other users of the electronic equipment; comparing whether the characteristic data of the user of the electronic equipment is the same as that of other users; obtaining the quantity of the feature data of each user which is the same as the feature data of the user of the current electronic equipment; and acquiring the number of users meeting the preset condition as similar users.
The feature data includes, for example: the location, the college of graduation, hobbies, age, sex, frequent websites and the like, if the number of items of the same feature data of the two users is more, the similarity of the two users is higher, so that the similar users of the current electronic equipment can be determined through the feature data, wherein the number meets the preset conditions, such as: greater than or equal to a preset value (e.g., 5, 10, etc.), or ordered from high to low at a top preset bit (e.g., 10, 20, etc.).
After similar users of the user of the current electronic equipment are determined, all skin resources selected by the similar users can be obtained, and then a part of skin resources (such as 20, 50 and the like) are randomly selected from the skin resources and displayed to the user; the skin resources can also be sorted according to the selected times, and then the skin resources sorted at the top preset position (for example, 20, 50, etc.) are obtained and displayed to the user.
When the skin resources selected by the similar user are displayed, the skin resources can be displayed in various ways, for example:
the skin resource display area can be divided into a first area, a second area and a third area, wherein the first area displays skin resources of a first category (namely, skin resources preferred by the user), the second area displays general skin resources (namely, skin resources provided for all users), and the third area displays skin resources of similar users. Secondly, the intersection of the skin resources selected by the similar user and the skin resources of the first type is obtained to obtain a display result, then the display result is displayed in the first area (namely the display area of the skin resources of the first type), and based on the scheme, the skin resources which not only accord with the preference of the user, but also are selected by the similar user can be displayed for the user, so that the skin resources are displayed more accurately.
Through the scheme, the technical effect that the skin resources can be recommended to the user based on the similar user is achieved, and the recommendation method is the same as the recommendation method of the similar user of the electronic equipment in favor, so that more accurate recommendation can be achieved.
In the specific implementation process, some hot skin resources can be displayed, such as: at present, skin resources related to the New year's day can be displayed as soon as the New year's day, at present, skin resources related to the 'if the Snail has love' can be displayed as popular television series, and the like, so that popular skin resources can be displayed without search operation of a user.
In a second aspect, based on the same inventive concept, an embodiment of the present invention provides a skin resource display apparatus, please refer to fig. 3, including:
a first determining module 30, configured to determine a historical operation record of a user of the electronic device;
a second determining module 31, configured to determine, based on the historical operation record, a first category for presentation to the user from at least two categories corresponding to skin resources;
a first presentation module 32 for presenting the first category of skin resources to the user.
Optionally, the historical operation record includes: at least one of a historical record of operation for the skin resource, a historical record of operation for a web page, and a historical record of operation for image data.
Optionally, the second determining module 31 includes:
a first determining unit, configured to determine, based on the historical operation record, the number of operations and/or the operation duration of the user for each category of data;
and the second determining unit is used for determining the category of the operation times and/or the operation duration meeting a first preset condition as the first category.
Optionally, the at least two categories include: the category is extracted from the features of the skin resources meeting a second preset condition, and the features of the skin resources meeting the second preset condition are determined based on the historical operation records of the user on the skin resources of each feature.
Optionally, the apparatus further comprises:
the detection module is used for detecting and obtaining a search operation which contains a search keyword and is used for searching the skin resource;
the response module is used for responding to the search operation and determining M categories which belong to the same level with the search keyword, wherein M is a positive integer;
and the providing module is used for providing a switching button for switching to the M categories.
Optionally, the first display module 32 includes:
the skin resource display device comprises a dividing unit, a display unit and a display unit, wherein the dividing unit is used for dividing a display area of a skin resource into at least two areas including a first area and a second area;
a first display unit, configured to display all or part of the skin resources in the first category in the first area;
and the second display unit is used for displaying the universal skin resource or the universal skin resource and at least one skin resource in the first category in the second area.
Optionally, the apparatus further comprises:
the third determining module is used for determining similar users of which the similarity values with the users meet the preset similarity condition;
and the second display module is used for displaying the skin resources selected by the similar users to the user.
Optionally, the third determining module includes:
a third determining unit, configured to determine an operation vector of each user based on the historical operation record;
a calculating unit, configured to calculate the similarity value of the operation vector between a user of the electronic device and another user.
Since the device introduced in the second aspect of the present invention is a device used for implementing the method for displaying skin resources introduced in the first aspect of the present invention, based on the method for displaying skin resources introduced in the first aspect of the present invention, a person skilled in the art can understand the specific structure and the modification of the device introduced in the second aspect of the present invention, and therefore no further description is given here, and all the devices used for implementing the method for displaying skin resources introduced in the first aspect of the present invention belong to the scope of the present invention.
In a third aspect, based on the same inventive concept, an embodiment of the present invention provides an electronic device, including a memory, and one or more programs, where the one or more programs are stored in the memory, and configured to be executed by the one or more processors, and the one or more programs include instructions for:
determining a historical operation record of a user of the electronic equipment;
determining a first category for showing to the user from at least two categories corresponding to skin resources based on the historical operation records;
presenting the user with a first category of the skin resource.
Optionally, the historical operation record includes: at least one of a historical record of operation for the skin resource, a historical record of operation for a web page, and a historical record of operation for image data.
Optionally, the electronic device is also configured to execute the one or more programs by the one or more processors including instructions for:
determining the operation times and/or operation duration of the user for each category of data based on the historical operation records;
and determining the category of the operation times and/or the operation duration meeting a first preset condition as the first category.
Optionally, the at least two categories include: the category is extracted from the features of the skin resources meeting a second preset condition, and the features of the skin resources meeting the second preset condition are determined based on the historical operation records of the user on the skin resources of each feature.
Optionally, the electronic device is also configured to execute the one or more programs by the one or more processors including instructions for:
detecting and obtaining a search operation containing a search keyword and used for searching the skin resource;
responding to the search operation, and determining M categories which belong to the same level with the search keyword, wherein M is a positive integer;
providing a switch button to switch to the M categories.
Optionally, the electronic device is also configured to execute the one or more programs by the one or more processors including instructions for:
dividing a display area of the skin resource into at least two areas including a first area and a second area;
displaying all or part of the skin resources in the first category in the first area;
displaying a common skin resource, or a common skin resource and at least one skin resource in the first category, to the second area.
Optionally, the electronic device is also configured to execute the one or more programs by the one or more processors including instructions for:
determining similar users of which the similarity values with the users meet preset similarity conditions;
and displaying the skin resources selected by the similar users to the user.
Optionally, the electronic device is also configured to execute the one or more programs by the one or more processors including instructions for:
determining an operation vector of each user based on the historical operation records;
calculating the similarity values of the operation vectors of the user of the electronic device and other users.
Since the electronic device introduced in the third aspect of the present invention is an electronic device used for implementing the method for displaying skin resources introduced in the first aspect of the present invention, based on the method for displaying skin resources introduced in the first aspect of the present invention, a person skilled in the art can understand the specific structure and the modifications of the electronic device introduced in the third aspect of the present invention, and therefore details are not described herein, and all electronic devices used for implementing the method for displaying skin resources introduced in the first aspect of the present invention belong to the scope to be protected by the embodiments of the present invention.
Fig. 4 is a block diagram of an electronic device 800 illustrating a method of skin resource exposure according to an example embodiment. For example, the electronic device 800 may be a mobile phone, a computer, a digital broadcast terminal, a messaging device, a game console, a tablet device, a medical device, an exercise device, a personal digital assistant, and the like.
Referring to fig. 4, electronic device 800 may include one or more of the following components: processing component 802, memory 804, power component 806, multimedia component 808, audio component 810, input/output (I/O) interface 812, sensor component 814, and communication component 816.
The processing component 802 generally controls overall operation of the electronic device 800, such as operations associated with display, telephone calls, data communications, camera operations, and recording operations. The processing elements 802 may include one or more processors 820 to execute instructions to perform all or a portion of the steps of the methods described above. Further, the processing component 802 can include one or more modules that facilitate interaction between the processing component 802 and other components. For example, the processing component 802 can include a multimedia module to facilitate interaction between the multimedia component 808 and the processing component 802.
The memory 804 is configured to store various types of data to support operation at the device 800. Examples of such data include instructions for any application or method operating on the electronic device 800, contact data, phonebook data, messages, pictures, videos, and so forth. The memory 804 may be implemented by any type or combination of volatile or non-volatile memory devices such as Static Random Access Memory (SRAM), electrically erasable programmable read-only memory (EEPROM), erasable programmable read-only memory (EPROM), programmable read-only memory (PROM), read-only memory (ROM), magnetic memory, flash memory, magnetic or optical disks.
The power supply component 806 provides power to the various components of the electronic device 800. The power components 806 may include a power management system, one or more power supplies, and other components associated with generating, managing, and distributing power for the electronic device 800.
The multimedia component 808 includes a screen that provides an output interface between the electronic device 800 and a user. In some embodiments, the screen may include a Liquid Crystal Display (LCD) and a Touch Panel (TP). If the screen includes a touch panel, the screen may be implemented as a touch screen to receive an input signal from a user. The touch panel includes one or more touch sensors to sense touch, slide, and gestures on the touch panel. The touch sensor may not only sense the boundary of a touch or slide action, but also detect the duration and pressure associated with the touch or slide operation. In some embodiments, the multimedia component 808 includes a front facing camera and/or a rear facing camera. The front camera and/or the rear camera may receive external multimedia data when the electronic device 800 is in an operation mode, such as a shooting mode or a video mode. Each front camera and rear camera may be a fixed optical lens system or have a focal length and optical zoom capability.
The audio component 810 is configured to output and/or input audio signals. For example, the audio component 810 includes a Microphone (MIC) configured to receive external audio signals when the electronic device 800 is in an operational mode, such as a call mode, a recording mode, and a voice recognition mode. The received audio signals may further be stored in the memory 804 or transmitted via the communication component 816. In some embodiments, audio component 810 also includes a speaker for outputting audio signals.
The I/O interface 812 provides an interface between the processing component 802 and peripheral interface modules, which may be keyboards, click wheels, buttons, etc. These buttons may include, but are not limited to: a home button, a volume button, a start button, and a lock button.
The sensor assembly 814 includes one or more sensors for providing various aspects of state assessment for the electronic device 800. For example, the sensor assembly 814 may detect an open/closed state of the device 800, the relative positioning of components, such as a display and keypad of the electronic device 800, the sensor assembly 814 may also detect a change in the position of the electronic device 800 or a component of the electronic device 800, the presence or absence of user contact with the electronic device 800, orientation or acceleration/deceleration of the electronic device 800, and a change in the temperature of the electronic device 800. Sensor assembly 814 may include a proximity sensor configured to detect the presence of a nearby object without any physical contact. The sensor assembly 814 may also include a light sensor, such as a CMOS or CCD image sensor, for use in imaging applications. In some embodiments, the sensor assembly 814 may also include an acceleration sensor, a gyroscope sensor, a magnetic sensor, a pressure sensor, or a temperature sensor.
The communication component 816 is configured to facilitate wired or wireless communication between the electronic device 800 and other devices. The electronic device 800 may access a wireless network based on a communication standard, such as WiFi, 2G or 3G, or a combination thereof. In an exemplary embodiment, the communication component 816 receives a broadcast signal or broadcast associated information from an external broadcast management system via a broadcast channel. In an exemplary embodiment, the communications component 816 further includes a Near Field Communication (NFC) module to facilitate short-range communications. For example, the NFC module may be implemented based on Radio Frequency Identification (RFID) technology, infrared data association (IrDA) technology, Ultra Wideband (UWB) technology, Bluetooth (BT) technology, and other technologies.
In an exemplary embodiment, the electronic device 800 may be implemented by one or more Application Specific Integrated Circuits (ASICs), Digital Signal Processors (DSPs), Digital Signal Processing Devices (DSPDs), Programmable Logic Devices (PLDs), Field Programmable Gate Arrays (FPGAs), controllers, micro-controllers, microprocessors or other electronic components for performing the above-described methods.
In an exemplary embodiment, a non-transitory computer-readable storage medium comprising instructions, such as the memory 804 comprising instructions, executable by the processor 820 of the electronic device 800 to perform the above-described method is also provided. For example, the non-transitory computer readable storage medium may be a ROM, a Random Access Memory (RAM), a CD-ROM, a magnetic tape, a floppy disk, an optical data storage device, and the like.
A non-transitory computer readable storage medium in which instructions, when executed by a processor of an electronic device, enable the electronic device to perform a method of skin resource exposure, the method comprising:
determining a historical operation record of a user of the electronic equipment;
determining a first category for showing to the user from at least two categories corresponding to skin resources based on the historical operation records;
presenting the user with a first category of the skin resource.
Optionally, the historical operation record includes: at least one of a historical record of operation for the skin resource, a historical record of operation for a web page, and a historical record of operation for image data.
Optionally, the readable storage medium is also configured to execute the one or more programs by one or more processors including instructions for:
determining the operation times and/or operation duration of the user for each category of data based on the historical operation records;
and determining the category of the operation times and/or the operation duration meeting a first preset condition as the first category.
Optionally, the at least two categories include: the category is extracted from the features of the skin resources meeting a second preset condition, and the features of the skin resources meeting the second preset condition are determined based on the historical operation records of the user on the skin resources of each feature.
Optionally, the readable storage medium is also configured to execute the one or more programs by one or more processors including instructions for:
detecting and obtaining a search operation containing a search keyword and used for searching the skin resource;
responding to the search operation, and determining M categories which belong to the same level with the search keyword, wherein M is a positive integer;
providing a switch button to switch to the M categories.
Optionally, the readable storage medium is also configured to execute the one or more programs by one or more processors including instructions for:
dividing a display area of the skin resource into at least two areas including a first area and a second area;
displaying all or part of the skin resources in the first category in the first area;
displaying a common skin resource, or a common skin resource and at least one skin resource in the first category, to the second area.
Optionally, the readable storage medium is also configured to execute the one or more programs by one or more processors including instructions for:
determining similar users of which the similarity values with the users meet preset similarity conditions;
and displaying the skin resources selected by the similar users to the user.
Optionally, the readable storage medium is also configured to execute the one or more programs by one or more processors including instructions for:
determining an operation vector of each user based on the historical operation records;
calculating the similarity values of the operation vectors of the user of the electronic device and other users.
One or more embodiments of the invention have at least the following beneficial effects:
in the embodiment of the invention, the historical operation record of the user of the electronic equipment is determined firstly; then, determining a first category for showing to the user from at least two categories corresponding to the skin resources based on the historical operation records; finally, the first category of skin resources is presented to the user. That is, the category of the skin resource shown to the user is a category associated with the historical operation record of the user, and is often a category corresponding to the skin resource preferred by the user.
The present invention is described with reference to flowchart illustrations and/or block diagrams of methods, apparatus (systems), and computer program products according to embodiments of the invention. It will be understood that each flow and/or block of the flow diagrams and/or block diagrams, and combinations of flows and/or blocks in the flow diagrams and/or block diagrams, can be implemented by computer program instructions. These computer program instructions may be provided to a processor of a general purpose computer, special purpose computer, embedded processor, or other programmable data processing apparatus to produce a machine, such that the instructions, which execute via the processor of the computer or other programmable data processing apparatus, create means for implementing the functions specified in the flowchart flow or flows and/or block diagram block or blocks.
These computer program instructions may also be stored in a computer-readable memory that can direct a computer or other programmable data processing apparatus to function in a particular manner, such that the instructions stored in the computer-readable memory produce an article of manufacture including instruction means which implement the function specified in the flowchart flow or flows and/or block diagram block or blocks.
These computer program instructions may also be loaded onto a computer or other programmable data processing apparatus to cause a series of operational steps to be performed on the computer or other programmable apparatus to produce a computer implemented process such that the instructions which execute on the computer or other programmable apparatus provide steps for implementing the functions specified in the flowchart flow or flows and/or block diagram block or blocks.
While preferred embodiments of the present invention have been described, additional variations and modifications in those embodiments may occur to those skilled in the art once they learn of the basic inventive concepts. Therefore, it is intended that the appended claims be interpreted as including preferred embodiments and all such alterations and modifications as fall within the scope of the invention.
It will be apparent to those skilled in the art that various changes and modifications may be made in the present invention without departing from the spirit and scope of the invention. Thus, if such modifications and variations of the present invention fall within the scope of the claims of the present invention and their equivalents, the present invention is also intended to include such modifications and variations.

Claims (22)

1. A skin resource display method is characterized by comprising the following steps:
determining a historical operation record of a user of the electronic equipment;
determining a first category for showing to the user from at least two categories corresponding to skin resources based on the historical operation records;
presenting to the user a first category of the skin resource, comprising: dividing a display area of skin resources into at least two areas including a first area and a second area, displaying all or part of the skin resources in the first category on the first area, and displaying universal skin resources or at least one of the universal skin resources and the first category on the second area; or, the skin resources of the first category and a switching button are displayed in a display area of the skin resources, and the switching button is used for switching to a display interface of the universal skin resources.
2. The method of claim 1, wherein the historical operational record comprises: at least one of a historical record of operation for the skin resource, a historical record of operation for a web page, and a historical record of operation for image data.
3. The method of claim 1, wherein the determining, based on the historical operational record, a first category for presentation to the user from among at least two categories corresponding to skin resources comprises:
determining the operation times and/or operation duration of the user for each category of data based on the historical operation records;
and determining the category of the operation times and/or the operation duration meeting a first preset condition as the first category.
4. The method of claim 1, wherein the at least two categories include: the category is extracted from the features of the skin resources meeting a second preset condition, and the features of the skin resources meeting the second preset condition are determined based on the historical operation records of the user on the skin resources of each feature.
5. The method of claim 1, wherein the method further comprises:
detecting and obtaining a search operation containing a search keyword and used for searching the skin resource;
responding to the search operation, and determining M categories which belong to the same level with the search keyword, wherein M is a positive integer;
providing a switch button to switch to the M categories.
6. The method of any one of claims 1-5, wherein the method further comprises:
determining similar users of which the similarity values with the users meet preset similarity conditions;
and displaying the skin resources selected by the similar users to the user.
7. The method of claim 6, wherein said determining similar users whose similarity values to said user satisfy a predetermined similarity condition comprises:
determining an operation vector of each user based on the historical operation records;
calculating the similarity values of the operation vectors of the user of the electronic device and other users.
8. A skin resource exhibiting device, comprising:
the first determining module is used for determining the historical operation record of the user of the electronic equipment;
the second determining module is used for determining a first category for showing to the user from at least two categories corresponding to the skin resources based on the historical operation records;
a first presentation module for presenting a first category of the skin resources to the user, comprising: dividing a display area of skin resources into at least two areas including a first area and a second area, displaying all or part of the skin resources in the first category on the first area, and displaying universal skin resources or at least one of the universal skin resources and the first category on the second area; or, the skin resources of the first category and a switching button are displayed in a display area of the skin resources, and the switching button is used for switching to a display interface of the universal skin resources.
9. The apparatus of claim 8, wherein the historical operational record comprises: at least one of a historical record of operation for the skin resource, a historical record of operation for a web page, and a historical record of operation for image data.
10. The apparatus of claim 8, wherein the second determining module comprises:
a first determining unit, configured to determine, based on the historical operation record, the number of operations and/or the operation duration of the user for each category of data;
and the second determining unit is used for determining the category of the operation times and/or the operation duration meeting a first preset condition as the first category.
11. The apparatus of claim 8, wherein the at least two categories comprise: the category is extracted from the features of the skin resources meeting a second preset condition, and the features of the skin resources meeting the second preset condition are determined based on the historical operation records of the user on the skin resources of each feature.
12. The apparatus of claim 8, wherein the apparatus further comprises:
the detection module is used for detecting and obtaining a search operation which contains a search keyword and is used for searching the skin resource;
the response module is used for responding to the search operation and determining M categories which belong to the same level with the search keyword, wherein M is a positive integer;
and the providing module is used for providing a switching button for switching to the M categories.
13. The apparatus of any of claims 8 to 12, further comprising:
the third determining module is used for determining similar users of which the similarity values with the users meet the preset similarity condition;
and the second display module is used for displaying the skin resources selected by the similar users to the user.
14. The apparatus of claim 13, wherein the third determining module comprises:
a third determining unit, configured to determine an operation vector of each user based on the historical operation record;
a calculating unit, configured to calculate the similarity value of the operation vector between a user of the electronic device and another user.
15. An electronic device comprising a memory, and one or more programs, wherein the one or more programs are stored in the memory and configured to be executed by one or more processors the one or more programs including instructions for:
determining a historical operation record of a user of the electronic equipment;
determining a first category for showing to the user from at least two categories corresponding to skin resources based on the historical operation records;
presenting to the user a first category of the skin resource, comprising: dividing a display area of skin resources into at least two areas including a first area and a second area, displaying all or part of the skin resources in the first category on the first area, and displaying universal skin resources or at least one of the universal skin resources and the first category on the second area; or, the skin resources of the first category and a switching button are displayed in a display area of the skin resources, and the switching button is used for switching to a display interface of the universal skin resources.
16. The electronic device of claim 15, wherein the historical operational record comprises: at least one of a historical record of operation for the skin resource, a historical record of operation for a web page, and a historical record of operation for image data.
17. The electronic device of claim 15, wherein the electronic device is further configured to execute the one or more programs by one or more processors including instructions for:
determining the operation times and/or operation duration of the user for each category of data based on the historical operation records;
and determining the category of the operation times and/or the operation duration meeting a first preset condition as the first category.
18. The electronic device of claim 15, wherein the at least two categories include: the category is extracted from the features of the skin resources meeting a second preset condition, and the features of the skin resources meeting the second preset condition are determined based on the historical operation records of the user on the skin resources of each feature.
19. The electronic device of claim 15, wherein the electronic device is further configured to execute the one or more programs by one or more processors including instructions for:
detecting and obtaining a search operation containing a search keyword and used for searching the skin resource;
responding to the search operation, and determining M categories which belong to the same level with the search keyword, wherein M is a positive integer;
providing a switch button to switch to the M categories.
20. The electronic device of any of claims 15-19, wherein the electronic device is further configured to execute the one or more programs by the one or more processors including instructions for:
determining similar users of which the similarity values with the users meet preset similarity conditions;
and displaying the skin resources selected by the similar users to the user.
21. The electronic device of claim 20, wherein the electronic device is further configured to execute the one or more programs by one or more processors including instructions for:
determining an operation vector of each user based on the historical operation records;
calculating the similarity values of the operation vectors of the user of the electronic device and other users.
22. A computer-readable storage medium, on which a computer program is stored which, when being executed by a processor, is adapted to carry out the method steps of any of claims 1 to 7.
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