CN105528392B - Classification label ordering method and device - Google Patents
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- G06F16/90—Details of database functions independent of the retrieved data types
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- G06F3/00—Input arrangements for transferring data to be processed into a form capable of being handled by the computer; Output arrangements for transferring data from processing unit to output unit, e.g. interface arrangements
- G06F3/01—Input arrangements or combined input and output arrangements for interaction between user and computer
- G06F3/048—Interaction techniques based on graphical user interfaces [GUI]
- G06F3/0481—Interaction techniques based on graphical user interfaces [GUI] based on specific properties of the displayed interaction object or a metaphor-based environment, e.g. interaction with desktop elements like windows or icons, or assisted by a cursor's changing behaviour or appearance
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- G06F3/01—Input arrangements or combined input and output arrangements for interaction between user and computer
- G06F3/048—Interaction techniques based on graphical user interfaces [GUI]
- G06F3/0484—Interaction techniques based on graphical user interfaces [GUI] for the control of specific functions or operations, e.g. selecting or manipulating an object, an image or a displayed text element, setting a parameter value or selecting a range
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- G06F3/01—Input arrangements or combined input and output arrangements for interaction between user and computer
- G06F3/048—Interaction techniques based on graphical user interfaces [GUI]
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Abstract
The embodiment of the invention provides a method and a device for sorting category labels, wherein the category labels are used for identifying categories of pages of an application. The method comprises the following steps: responding to historical operation behaviors of a user, and recording the historical operation behaviors; calculating characteristic parameters corresponding to the historical operation behaviors of the corresponding categories according to the historical operation behaviors; and sorting the category labels according to the characteristic parameters of the historical operation behaviors corresponding to the corresponding categories to obtain a sorting result and displaying the category labels according to the sorting result.
Description
Technical Field
The embodiment of the invention relates to the field of communication, in particular to a method and a device for sorting category labels.
Background
This section is intended to provide a background or context to the embodiments of the invention that are recited in the claims. The description herein is not admitted to be prior art by inclusion in this section.
With the development of communication technology and the popularization of various intelligent devices, more and more users use the information to be acquired. Taking a news-type application as an example, in this type of application, different pages are typically classified into different categories and represented by different category labels, which are commonly referred to as "listings" or "channels", such as "sports", "finance", "entertainment", and the like. Due to the limited size of the display interface of the application, only a portion of the category labels are typically displayed at the top of the application display interface. When the user first downloads and uses the application, which tabs are displayed at the top of the application interface and the order in which they are arranged typically depends on system default settings. However, the areas of interest or concern are different for different users, and thus, the application allows the user to manually add or delete displayed tags and sort the tags as desired. However, the selection and sorting mode of the tags depends on default settings of the system or needs manual adjustment by a user, and cannot be automatically adjusted according to specific operation behaviors of the user, so that the flexibility is low.
Disclosure of Invention
In the prior art, the display and sequencing modes of the application labels depend on default settings of the system or need manual adjustment of a user, but cannot be automatically adjusted according to the operation behaviors of the user, so that the flexibility is low.
Therefore, in the prior art, the category label sorting method has low flexibility, which is a very annoying process.
Therefore, an improved method and apparatus for sorting category labels are needed to automatically adjust the display of the labels according to the historical operation behavior of the user, improve the flexibility and accuracy of sorting the category labels, and improve the operation efficiency.
In this context, embodiments of the present invention are intended to provide a category label sorting method and apparatus.
In a first aspect of embodiments of the present invention, a method for sorting category tags is provided, where the category tags are used to identify categories of pages of an application, and the method includes: responding to historical operation behaviors of a user, and recording the historical operation behaviors; calculating characteristic parameters corresponding to the historical operation behaviors of the corresponding categories according to the historical operation behaviors; and sorting the category labels according to the characteristic parameters of the historical operation behaviors corresponding to the corresponding categories to obtain a sorting result and displaying the category labels according to the sorting result.
In a second aspect of the embodiments of the present invention, there is provided a category tag sorting apparatus, where the category tag is used to identify a category of a page of an application, the apparatus including: a recording module configured to record historical operation behaviors of a user in response to the historical operation behaviors; a calculation module configured to calculate characteristic parameters corresponding to respective categories of historical operating behaviors according to the historical operating behaviors; and the sorting module is configured to sort the category labels according to the characteristic parameters of the historical operation behaviors corresponding to the corresponding categories so as to obtain a sorting result and display the category labels according to the sorting result.
According to the method and the device for sorting the category labels, the display of the labels can be automatically adjusted according to the historical operation behaviors of the user, the times of manually adjusting the label sorting are reduced, the common category labels with high relevance with the user can be highlighted for the user, the accuracy and the flexibility of label arrangement are enhanced, the user can quickly find the required category labels, and the operation efficiency is improved.
Drawings
The above and other objects, features and advantages of exemplary embodiments of the present invention will become readily apparent from the following detailed description read in conjunction with the accompanying drawings. Several embodiments of the invention are illustrated by way of example, and not by way of limitation, in the figures of the accompanying drawings and in which:
FIGS. 1A and 1B schematically illustrate application scenarios according to embodiments of the present invention;
FIG. 2 schematically illustrates a flow diagram of a category label ranking method according to an embodiment of the present invention;
3A-3D schematically illustrate a list of pages and a schematic view of a page of an application according to an embodiment of the invention;
4A-4B schematically illustrate a list of pages and a schematic view of a page of an application according to another embodiment of the invention; and
fig. 5 schematically shows a schematic diagram of a category label sorting apparatus according to another embodiment of the present invention.
In the drawings, the same or corresponding reference numerals indicate the same or corresponding parts.
Detailed Description
The principles and spirit of the present invention will be described with reference to a number of exemplary embodiments. It is understood that these embodiments are given solely for the purpose of enabling those skilled in the art to better understand and to practice the invention, and are not intended to limit the scope of the invention in any way. Rather, these embodiments are provided so that this disclosure will be thorough and complete, and will fully convey the scope of the disclosure to those skilled in the art.
As will be appreciated by one skilled in the art, embodiments of the present invention may be embodied as a system, apparatus, device, method, or computer program product. Accordingly, the present disclosure may be embodied in the form of: entirely hardware, entirely software (including firmware, resident software, micro-code, etc.), or a combination of hardware and software.
According to the embodiment of the invention, a method and a device for sorting category labels are provided.
In this document, it is to be understood that any number of elements in the figures are provided by way of illustration and not limitation, and any nomenclature is used for differentiation only and not in any limiting sense.
The principles and spirit of the present invention are explained in detail below with reference to several representative embodiments of the invention.
Summary of The Invention
The inventor finds that in response to the historical operation behavior of the user, the historical operation behavior is recorded, the characteristic parameters of the corresponding categories of the historical operation behavior are calculated based on the historical operation behavior, the category labels are sorted according to the calculated characteristic parameters of the categories, a sorting result is obtained, and the category labels are displayed according to the sorting result. The display and sorting mode of the labels can automatically adjust the display of the labels according to the historical operation behaviors of the user, reduces the times of manually adjusting the sorting of the labels, can highlight the common type labels with higher relevance to the user, enhances the accuracy and flexibility of the label arrangement, enables the user to quickly find the required type labels, and improves the operation efficiency.
Having described the general principles of the invention, various non-limiting embodiments of the invention are described in detail below.
Application scene overview
Referring first to fig. 1A and 1B, an application scenario for category label ordering according to an embodiment of the present invention is shown. As shown in fig. 1A, a news-like application is taken as an example, in which different pages are generally divided into different categories of tags, such as "sports", "finance", "entertainment", and the like. In addition to selecting or sorting the labels according to the default settings of the system, the labels may also be selected and sorted by manual adjustment by the user, as shown in fig. 1B, the user may delete the labels in the upper portion of the application display interface by long-pressing, sort the labels in the upper portion by dragging, or add the labels in the lower portion by clicking. In addition, in order to reduce the number of times of manual adjustment of a user and improve the flexibility and accuracy of tag sequencing, the tags can be intelligently sequenced according to the historical operation behaviors of the user. Specifically, in the process of using the application by the user, operation behaviors (for example, operation behaviors such as a page dragging list, a page sliding list, a page clicking list, a page dragging page, a page sliding and a page clicking) of the user may be recorded, feature parameters of each category corresponding to the operation behaviors are calculated according to the recorded operation behaviors, and the tags are sorted and displayed according to the feature parameters.
Those skilled in the art will appreciate that the schematic diagrams illustrated in FIGS. 1A and 1B are merely one example in which embodiments of the present invention may be implemented. The scope of applicability of the embodiments of the present invention is not limited in any way.
Exemplary method
In connection with the application scenarios of fig. 1A and 1B, a category label ranking method according to an exemplary embodiment of the invention is described below with reference to fig. 2. It should be noted that the above application scenarios are merely illustrated for the convenience of understanding the spirit and principles of the present invention, and the embodiments of the present invention are not limited in this respect. Rather, embodiments of the present invention may be applied to any scenario where applicable.
Fig. 2 schematically shows a flow diagram of a category label ranking method 200 according to an embodiment of the present invention. As shown in fig. 2, the method may include:
s201, responding to the historical operation behaviors of the user, and recording the historical operation behaviors. Alternatively, the historical operation behavior of the user may be recorded in a log manner.
In some possible implementations, the category tag of the embodiments of the present invention may be used to identify a category of an application page. Taking news-like applications as an example, in such applications, different pages are usually classified into different categories, such as "sports", "finance", "entertainment", etc. Of course, the same page may be assigned to different categories, such as financial report news for a technology company, either as the "finance" category or as the "technology" category. It will be appreciated by those skilled in the art that the application in the embodiments of the present invention is not limited to news-like applications, but may be any other type of application, such as shopping, life, science and technology, etc.
In some possible embodiments, the historical operational behavior of the user includes at least one of: drag page list, slide page list, click page list, drag page, slide page, and click page.
According to an exemplary embodiment of the present invention, the page list may be a list in which basic information of a plurality of pages is displayed. Optionally, basic information of the page may be displayed in the page list, including: title of the page, content summary, picture, related comments, or other information. As shown in fig. 3A, a page "chinese newspaper: the footwork learns the basic information of the "waiter", including the title, the content abstract, the picture and the number of posts. Optionally, the user may update the page list by dragging the page list, so as to load the basic information of more pages in the page list, as shown in fig. 3A. Alternatively, the user may browse the basic information of the loaded page in the page list by sliding the page list, as shown in fig. 3B. It should be noted that the difference between the sliding and the dragging is that in the sliding case, the finger slides across the page list for a relatively short time, and in the dragging case, the finger drags the page list for a relatively long time. Alternatively, the user may enter the page, as shown in FIG. 3D, by clicking on the list of pages, e.g., on the portion of the list of pages associated with the page "AoQualo rescue grandstand sick fans" as shown in FIG. 3C, in order to view the details of the page.
According to an exemplary embodiment of the present invention, a page of an application may include information such as text, pictures, video, audio, etc., may also include options for user interaction, such as comments, voting areas, and may also include basic information of other pages associated with the page. As shown in fig. 4A, the page includes text, pictures, and basic information "suzunju: this is the first time that Borter chases me ". Optionally, the user may update the page by dragging the page, so as to load more information in the page. Optionally, the user may browse the text or browse the picture in the page by sliding the page, as shown in fig. 4B. Alternatively, the user may view the video or listen to the audio by clicking on the page, for example, clicking on an icon for the video or audio in the page.
Optionally, because the operation behavior of the user is specific to the specific page list and page of the application, and the page list and page are classified and identified by the corresponding category tags, the historical operation behavior of the user can reflect the attention degree of the user to different categories, so that the display of the tags is automatically adjusted according to the historical operation behavior of the user, common category tags with high correlation with the user can be highlighted for the user, the times of manually adjusting the tag ordering are reduced, the tag arrangement accuracy and flexibility are enhanced, the user can quickly find the required category tags, and the operation efficiency is improved.
In some possible embodiments, step S201 includes: responding to the historical operation behavior of a login user, and recording the historical operation behavior of the login user according to the user identification information of the login user; and/or responding to the historical operation behavior of the unregistered user, and recording the historical operation behavior of the unregistered user according to the identification information of the terminal used by the unregistered user.
According to an exemplary embodiment of the present invention, the user identification information may be account information of the user registering or logging in the application, such as a mailbox number, a mobile phone number, a micro signal, a QQ number, and the like. For a login user, recording the historical operation behavior of the login user according to the user identification information of the login user, even if the user exits the application and then logs in again, or logs in the application on another terminal, still recording the historical operation behavior of the user according to the user identification information associated with the user, and performing tag sorting according to the historical operation behavior of the user. Therefore, the common category labels with high relevance to the user can be highlighted for the user, the accuracy and flexibility of label arrangement are enhanced, the user can quickly find the required category labels, and the operation efficiency is improved.
According to an exemplary embodiment of the present invention, the identification information of the terminal may be an identification code capable of identifying the terminal, and has uniqueness, such as IMEI of Android device and UUID of iOS device. For the unregistered user, according to the identification information of the terminal used by the user, the historical operation behavior of the unregistered user is recorded, even if the user closes the application on the same terminal and then restarts the application, the historical operation behavior of the user can still be recorded according to the identification information of the terminal, and tag sequencing is carried out according to the historical operation behavior of the user. Therefore, the common category labels with high relevance to the user can be highlighted for the user through the identification information of the terminal used by the user, the accuracy and flexibility of label arrangement are enhanced, the user can quickly find the required category labels, and the operation efficiency is improved.
The method for sorting the category labels further comprises the following steps:
s202, calculating characteristic parameters corresponding to the historical operation behaviors of the corresponding categories according to the historical operation behaviors.
In some possible embodiments, the characteristic parameters corresponding to the respective categories of historical operating behavior include: a total number of historical operational behaviors corresponding to the respective category and/or a number within a particular time interval. Alternatively, the historical operation behavior of the user may be recorded in a log manner. Optionally, each application may preset respective characteristic parameters as needed, such as the total number of historical operation behaviors corresponding to each category and/or the number of times within a specific time interval, or other parameters, such as the total time for the user to browse the page list and pages in each category.
Optionally, when the user has a high degree of attention to a page or a page list of a certain category, the user frequently accesses the page or the page list of the category, so that when the feature parameter is calculated, the degree of attention of the user to each category can be further reflected by considering the total number of historical operation behaviors corresponding to the corresponding category, and the calculation process is simple and has low difficulty.
Alternatively, in some cases, the user may be interested in a certain category at an early stage, for example during a certain football match in the 9 month period, the user is interested in pages or page lists under the "sports" tag, and therefore the total number of historical operations on such pages or page lists is high, for example 100 times in total; while at a later stage the user may be more interested in another category, for example after the football game is over, during the 10 months the user may be more interested in the pages or page lists under the "finance" tab, for a total of only 80 times for that category. Although the total number of times of the historical operation behaviors of the user on the page or the page list under the tag of the sports class is larger than that of the page or the page list under the tag of the financial class, the user is more interested in the page or the page list under the tag of the financial class. In this case, it is difficult to accurately reflect the current attention degree of the user to different categories by considering only the total number of times of the historical operation behaviors corresponding to the respective categories, and therefore, when calculating the characteristic parameter, the current attention category of the user can be more accurately reflected by considering the total number of times of the historical operation behaviors corresponding to the respective categories and also considering the number of times of the historical operation behaviors corresponding to the respective categories within a specific time interval (for example, the latest month), so that the accuracy and flexibility of the tag arrangement are enhanced, the user can quickly find a desired category tag, and the operation efficiency is improved. Alternatively, the total number of historical operating actions corresponding to each category and the number of times within a particular time interval may be weighted differently when calculating the characteristic parameter.
In some possible embodiments, the characteristic parameters may be calculated in different ways according to different objects for which the historical operating behavior is directed, such as a page list and pages. Alternatively, the historical operating behavior for the page list and the historical operating behavior for the page may have different weights when calculating the feature parameters. Generally speaking, when a user browses a page list, the user can enter a certain page to browse when the content in the certain page has higher attention, so that the attention of the user can be reflected by the historical operation behavior of the certain page; thus, historical operational behavior for a page may be weighted higher and historical operational behavior for a list of pages may be weighted lower when computing feature parameters.
In some possible embodiments, different historical operating behaviors for a page list or page, such as clicking, dragging, sliding behavior, may also be used to calculate the characteristic parameters in different ways. Optionally, there may be different weights in calculating the characteristic parameters for different historical operating behaviors of the page list or pages. Taking a page list as an example, a user updates the page list by dragging the page list, browses basic information of a loaded page in the page list by sliding the page list, and when the user is interested in the basic information of a specific page in the page list and has higher attention, the user can check the detailed information of the page by clicking the page list to enter the specific page; thus, the drag behavior or the sliding behavior on the page list may have a lower weight and the click behavior on the page list may have a higher weight when calculating the feature parameters.
The method for sorting the category labels further comprises the following steps:
s203, sorting the category labels according to the characteristic parameters of the historical operation behaviors corresponding to the corresponding categories to obtain a sorting result, and displaying the category labels according to the sorting result.
In some possible embodiments, step S203 includes: and sorting the category labels at a predetermined frequency to obtain a sorting result and displaying the category labels according to the sorting result. Alternatively, the category label ordering may be updated at a predetermined frequency, such as once per day, or once every N hours. Optionally, the feature parameters may be calculated in real time and the category labels may be sorted in real time according to the historical operation behavior of the user.
In some possible embodiments, the tags with higher characteristic parameters may be arranged in the front or middle of the page, so that the user can quickly find the tags of the required category, and the operation efficiency is improved. Alternatively, the category labels may be arranged according to the characteristic parameters in other predetermined arrangement orders.
In some possible embodiments, after sorting the category labels according to the characteristic parameters of the historical operating behavior corresponding to the respective category, the order of the category labels may also be manually adjusted by the user.
Therefore, according to the category label sorting method provided by the embodiment of the invention, the display of the label can be automatically adjusted according to the historical operation behavior of the user, the commonly used category label with high relevance to the user can be highlighted for the user, the times of manually adjusting the label sorting are reduced, the accuracy and flexibility of label arrangement are enhanced, the user can quickly find the required category label, and the operation efficiency is improved.
Exemplary device
Having introduced the method of an exemplary embodiment of the present invention, a schematic diagram of a category label sorting apparatus according to an exemplary embodiment of the present invention is described next with reference to fig. 5.
Fig. 5 schematically shows a schematic diagram of a category label sorting apparatus 500 according to an embodiment of the present invention. As shown in fig. 5, the apparatus 500 includes: a recording module 501, a calculating module 502 and a sorting module 503.
In the apparatus 500, the recording module 501 is configured to record historical operational behavior of a user in response to the historical operational behavior. Alternatively, the historical operation behavior of the user may be recorded by the recording module 501 by means of a log.
In some possible implementations, the category tag of the embodiments of the present invention may be used to identify a category of an application page. Taking news-like applications as an example, in such applications, different pages are usually classified into different categories, such as "sports", "finance", "entertainment", etc. Of course, the same page may be assigned to different categories, such as financial report news for a technology company, either as the "finance" category or as the "technology" category. It will be appreciated by those skilled in the art that the application in the embodiments of the present invention is not limited to news-like applications, but may be any other type of application, such as shopping, life, science and technology, etc.
In some possible embodiments, the historical operational behavior of the user includes at least one of: drag page list, slide page list, click page list, drag page, slide page, and click page.
According to an exemplary embodiment of the present invention, the page list may be a list in which basic information of a plurality of pages is displayed. Optionally, basic information of the page may be displayed in the page list, including: title of the page, content summary, picture, related comments, or other information. As shown in fig. 3A, a page "chinese newspaper: the footwork learns the basic information of the "waiter", including the title, the content abstract, the picture and the number of posts. Optionally, the user may update the page list by dragging the page list, so as to load the basic information of more pages in the page list, as shown in fig. 3A. Alternatively, the user may browse the basic information of the loaded page in the page list by sliding the page list, as shown in fig. 3B. It should be noted that the difference between the sliding and the dragging is that in the sliding case, the finger slides across the page list for a relatively short time, and in the dragging case, the finger drags the page list for a relatively long time. Alternatively, the user may enter the page, as shown in FIG. 3D, by clicking on the list of pages, e.g., on the portion of the list of pages associated with the page "AoQualo rescue grandstand sick fans" as shown in FIG. 3C, in order to view the details of the page.
According to an exemplary embodiment of the present invention, a page of an application may include information such as text, pictures, video, audio, etc., may also include options for user interaction, such as comments, voting areas, and may also include basic information of other pages associated with the page. As shown in fig. 4A, the page includes text, pictures, and basic information "suzunju: this is the first time that Borter chases me ". Optionally, the user may update the page by dragging the page, so as to load more information in the page. Optionally, the user may browse the text or browse the picture in the page by sliding the page, as shown in fig. 4B. Alternatively, the user may view the video or listen to the audio by clicking on the page, for example, clicking on an icon for the video or audio in the page.
Optionally, because the operation behavior of the user is specific to the specific page list and page of the application, and the page list and page are classified and identified by the corresponding category tags, the historical operation behavior of the user can reflect the attention degree of the user to different categories, so that the display of the tags is automatically adjusted according to the historical operation behavior of the user, common category tags with high correlation with the user can be highlighted for the user, the times of manually adjusting the tag ordering are reduced, the tag arrangement accuracy and flexibility are enhanced, the user can quickly find the required category tags, and the operation efficiency is improved.
In some possible implementations, the recording module 501 includes: the first recording submodule 501A is configured to respond to a historical operation behavior of a login user, and record the historical operation behavior of the login user according to user identification information of the login user; and/or the second recording sub-module 501B is configured to, in response to the historical operation behavior of the unregistered user, record the historical operation behavior of the unregistered user according to the identification information of the terminal used by the unregistered user.
According to an exemplary embodiment of the present invention, the user identification information may be account information of the user registering or logging in the application, such as a mailbox number, a mobile phone number, a micro signal, a QQ number, and the like. For a login user, the first recording sub-module 501A records the historical operation behavior of the login user according to the user identification information of the login user, and even if the user exits the application and then logs in again, or logs in the application on another terminal, the historical operation behavior of the user can be recorded according to the user identification information associated with the user, and tag sorting is performed according to the historical operation behavior of the user. Therefore, the common category labels with high relevance to the user can be highlighted for the user, the accuracy and flexibility of label arrangement are enhanced, the user can quickly find the required category labels, and the operation efficiency is improved.
According to an exemplary embodiment of the present invention, the identification information of the terminal may be an identification code capable of identifying the terminal, and has uniqueness, such as IMEI of Android device and UUID of iOS device. For the unregistered user, the second recording sub-module 501B records the historical operation behavior of the unregistered user according to the identification information of the terminal used by the user, and even if the user closes the application on the same terminal and then restarts the application, the historical operation behavior of the user can be recorded according to the identification information of the terminal, and tag sorting is performed according to the historical operation behavior of the user. Therefore, the common category labels with high relevance to the user can be highlighted for the user through the identification information of the terminal used by the user, the accuracy and flexibility of label arrangement are enhanced, the user can quickly find the required category labels, and the operation efficiency is improved.
As shown in fig. 5, the apparatus 500 further comprises: a calculating module 502 configured to calculate, according to the historical operating behavior, a characteristic parameter corresponding to the historical operating behavior of the corresponding category.
In some possible embodiments, the characteristic parameters corresponding to the respective categories of historical operating behavior include: a total number of historical operational behaviors corresponding to the respective category and/or a number within a particular time interval. Alternatively, the historical operation behavior of the user may be recorded by the recording module 501 by means of a log. Optionally, each application may preset respective characteristic parameters as needed, such as the total number of historical operation behaviors corresponding to the respective category and/or the number of times within a specific time interval, or other parameters, such as the total time for the user to browse the pages in the respective category.
Optionally, when the user has a high degree of attention to a page or a page list of a certain category, the user frequently accesses the page or the page list of the category, so that when the calculation module 502 calculates the feature parameters, the degree of attention of the user to each category can be further reflected by considering the total number of times of the historical operation behaviors corresponding to the respective category, and the calculation process is simple and has low difficulty.
Alternatively, in some cases, the user may be interested in a certain category at an early stage, for example during a certain football match in the 9 month period, the user is interested in pages or page lists under the "sports" tag, and therefore the total number of historical operations on such pages or page lists is high, for example 100 times in total; while at a later stage the user may be more interested in another category, for example after the football game is over, during the 10 months the user may be more interested in the pages or page lists under the "finance" tab, for a total of only 80 times for that category. Although the total number of times of the historical operation behaviors of the user on the page or the page list under the tag of the sports class is larger than that of the page or the page list under the tag of the financial class, the user is more interested in the page or the page list under the tag of the financial class. In this case, it is difficult to accurately reflect the current attention degree of the user to different categories by considering only the total number of times of the historical operation behaviors corresponding to the respective categories, so that the calculation module 502 can more accurately reflect the category currently focused by the user by considering the total number of times of the historical operation behaviors corresponding to the respective categories and the number of times within a specific time interval (for example, the last month) when calculating the characteristic parameter, thereby enhancing the accuracy and flexibility of the tag arrangement, enabling the user to quickly find the required category tag, and improving the operation efficiency. Alternatively, the calculation module 502 may have different weights for the total number of historical operating actions corresponding to each category and the number of times within a specific time interval when calculating the characteristic parameter.
In some possible embodiments, the calculation module 502 may calculate the characteristic parameters in different ways according to different objects, such as a page list and a page, to which the historical operation behavior is directed. Alternatively, when the calculation module 502 calculates the feature parameters, the historical operation behavior for the page list and the historical operation behavior for the page may have different weights. Generally speaking, when a user browses a page list, the user can enter a certain page to browse when the content in the certain page has higher attention, so that the attention of the user can be reflected by the historical operation behavior of the certain page; thus, when the calculation module 502 calculates the feature parameters, the historical operating behavior for the page may be weighted higher, and the historical operating behavior for the page list may be weighted lower.
In some possible embodiments, the calculation module 502 may also calculate the characteristic parameters in different ways for different historical operation behaviors of the page list or page, such as clicking, dragging, and sliding behaviors. Optionally, there may be different weights when the calculation module 502 calculates the characteristic parameters for different historical operating behaviors of the page list or page. Taking a page list as an example, a user updates the page list by dragging the page list, browses basic information of a loaded page in the page list by sliding the page list, and when the user is interested in the basic information of a specific page in the page list and has higher attention, the user can check the detailed information of the page by clicking the page list to enter the specific page; thus, the drag behavior or the swipe behavior on the page list may have a lower weight and the click behavior on the page list may have a higher weight when the calculation module 502 calculates the feature parameter.
As shown in fig. 5, the apparatus 500 further comprises: a sorting module 503 configured to sort the category labels according to the characteristic parameters of the historical operation behaviors corresponding to the respective categories to obtain a sorting result and display the category labels according to the sorting result.
In some possible embodiments, the sorting module 503 is configured to sort the category labels with a predetermined frequency to obtain a sorting result and display the category labels according to the sorting result. Alternatively, the ranking module 503 may update the category label ranking at a predetermined frequency, such as once per day, or once every N hours. Optionally, the feature parameters may be calculated in real time and the category labels may be sorted in real time according to the historical operation behavior of the user.
In some possible embodiments, the sorting module 503 may sort the tags with higher feature parameters in the front or middle of the page, so that the user can quickly find the tags of the required category, thereby improving the operation efficiency. Alternatively, the sorting module 503 may sort the category labels according to the characteristic parameters according to other predetermined sorting orders.
In some possible embodiments, after the sorting module 503 sorts the category labels according to the characteristic parameters of the historical operation behaviors corresponding to the respective categories, the order of the category labels may also be manually adjusted by the user.
Therefore, according to the category label sequencing device provided by the embodiment of the invention, the display of the label can be automatically adjusted according to the historical operation behavior of the user, the commonly used category label with high relevance to the user can be highlighted for the user, the times of manually adjusting the label sequencing are reduced, the accuracy and flexibility of label arrangement are enhanced, the user can quickly find the required category label, and the operation efficiency is improved.
It should be noted that although several modules or sub-modules of the category label sorting apparatus are mentioned in the above detailed description, such division is merely exemplary and not mandatory. Indeed, the features and functionality of two or more of the modules described above may be embodied in one module according to embodiments of the invention. Conversely, the features and functions of one module described above may be further divided into embodiments by a plurality of modules.
Moreover, while the operations of the method of the invention are depicted in the drawings in a particular order, this does not require or imply that the operations must be performed in this particular order, or that all of the illustrated operations must be performed, to achieve desirable results. Additionally or alternatively, certain steps may be omitted, multiple steps combined into one step execution, and/or one step broken down into multiple step executions.
While the spirit and principles of the invention have been described with reference to several particular embodiments, it is to be understood that the invention is not limited to the disclosed embodiments, nor is the division of aspects, which is for convenience only as the features in such aspects may not be combined to benefit. The invention is intended to cover various modifications and equivalent arrangements included within the spirit and scope of the appended claims.
Claims (6)
1. A method of category tag ranking, wherein the category tags are used to identify categories of pages of an application, the method comprising:
responding to historical operation behaviors of a user, and recording the historical operation behaviors;
calculating characteristic parameters corresponding to the historical operation behaviors of the corresponding categories according to the historical operation behaviors; and
sorting the category labels according to characteristic parameters of historical operating behaviors corresponding to the respective categories to obtain a sorting result and displaying the category labels according to the sorting result,
wherein the historical operational behavior of the user includes dragging a page list, sliding a page list, clicking a page list, dragging a page, sliding a page, and clicking a page,
wherein the characteristic parameters corresponding to the respective categories of historical operational behavior include:
the total number of historical operational behaviors corresponding to the respective category and/or the number within a particular time interval,
calculating characteristic parameters in different modes according to different objects aimed at by the historical operation behaviors and/or aiming at different historical operation behaviors;
wherein, in calculating the characteristic parameter, a weight of the historical operation behavior for the page is greater than a weight of the historical operation behavior for the page list, and a weight of the drag behavior or the slide behavior for the page list is lower than a weight of the click behavior for the page list.
2. The method of claim 1, wherein, in response to a historical operational behavior of a user, recording the historical operational behavior comprises:
responding to the historical operation behavior of a login user, and recording the historical operation behavior of the login user according to the user identification information of the login user; and/or
And responding to the historical operation behaviors of the unregistered user, and recording the historical operation behaviors of the unregistered user according to the identification information of the terminal used by the unregistered user.
3. The method of claim 1, wherein sorting the category labels comprises:
and sorting the category labels at a predetermined frequency to obtain a sorting result and displaying the category labels according to the sorting result.
4. An apparatus for category tag ranking, wherein the category tags are used to identify categories of pages of an application, the apparatus comprising:
a recording module configured to record historical operation behaviors of a user in response to the historical operation behaviors;
a calculation module configured to calculate characteristic parameters corresponding to respective categories of historical operating behaviors according to the historical operating behaviors; and
a sorting module configured to sort the category labels according to characteristic parameters of historical operating behavior corresponding to respective categories to obtain a sorting result and display the category labels according to the sorting result,
wherein the historical operational behavior of the user includes dragging a page list, sliding a page list, clicking a page list, dragging a page, sliding a page, and clicking a page,
wherein the characteristic parameters corresponding to the respective categories of historical operational behavior include:
the total number of historical operational behaviors corresponding to the respective category and/or the number within a particular time interval,
wherein, the calculation module calculates the characteristic parameters in different ways according to different objects for which the historical operation behaviors are aimed and/or according to different historical operation behaviors;
wherein, in calculating the characteristic parameter, a weight of the historical operation behavior for the page is greater than a weight of the historical operation behavior for the page list, and a weight of the drag behavior or the slide behavior for the page list is lower than a weight of the click behavior for the page list.
5. The apparatus of claim 4, wherein the recording module comprises:
the first recording submodule is configured to respond to the historical operation behaviors of a login user and record the historical operation behaviors of the login user according to the user identification information of the login user; and/or
And the second recording submodule is configured to respond to the historical operation behaviors of the unregistered user and record the historical operation behaviors of the unregistered user according to the identification information of the terminal used by the unregistered user.
6. The apparatus of claim 4, wherein the ordering module is configured to:
and sorting the category labels at a predetermined frequency to obtain a sorting result and displaying the category labels according to the sorting result.
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Families Citing this family (18)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN106027765A (en) * | 2016-04-29 | 2016-10-12 | 努比亚技术有限公司 | Mobile terminal unread short message display method and apparatus |
| CN107368238B (en) * | 2016-05-11 | 2020-12-04 | 腾讯科技（深圳）有限公司 | Information processing method and terminal |
| CN106528704B (en) * | 2016-10-26 | 2020-04-07 | 网易传媒科技（北京）有限公司 | Method and device for determining interest degree of user in label |
| CN106776989B (en) * | 2016-12-02 | 2020-05-12 | 武汉斗鱼网络科技有限公司 | Webpage information display method and device |
| CN106599202B (en) * | 2016-12-15 | 2020-06-02 | 北京小米移动软件有限公司 | Label sorting method and device |
| CN106959855A (en) * | 2017-03-27 | 2017-07-18 | 福建中金在线信息科技有限公司 | The display methods and device of a kind of mask layer |
| CN107506118A (en) * | 2017-08-09 | 2017-12-22 | 广州市动景计算机科技有限公司 | Feature card arrangement collocation method, device and terminal device |
| CN108121521A (en) * | 2017-12-11 | 2018-06-05 | 北京小米移动软件有限公司 | Control method of electronic device and device |
| CN110046006A (en) * | 2018-01-15 | 2019-07-23 | 北京京东尚科信息技术有限公司 | The method and apparatus of menu sequencing |
| CN108228306A (en) * | 2018-02-07 | 2018-06-29 | 深圳还是威健康科技有限公司 | Interface display method, the intelligent terminal of application APP |
| CN111240562B (en) * | 2018-11-28 | 2023-04-25 | 阿里巴巴集团控股有限公司 | Data processing method, device, terminal equipment and computer storage medium |
| CN109670078A (en) * | 2018-12-21 | 2019-04-23 | 深圳创维数字技术有限公司 | A kind of method, apparatus, equipment and the storage medium of determining video display sequence |
| CN109903098A (en) * | 2019-03-12 | 2019-06-18 | 安徽赛迪信息技术有限公司 | A kind of identification of client identity and automatic clustering system |
| CN111984854A (en) * | 2019-05-23 | 2020-11-24 | 北京京东尚科信息技术有限公司 | Method and apparatus for presenting category information |
| CN112416235B (en) * | 2019-08-23 | 2023-10-27 | 腾讯科技（深圳）有限公司 | Channel ordering method and device, storage medium and electronic device |
| CN110825481A (en) * | 2019-11-06 | 2020-02-21 | 北京无限光场科技有限公司 | Method and device for displaying page information corresponding to page tag and electronic equipment |
| CN111209436A (en) * | 2020-01-10 | 2020-05-29 | 上海摩象网络科技有限公司 | Method and device for shooting material mark and electronic equipment |
| CN112000855A (en) * | 2020-08-26 | 2020-11-27 | 中国银行股份有限公司 | Response data processing method and device, storage medium and electronic equipment |
Citations (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US8122031B1 (en) * | 2009-06-11 | 2012-02-21 | Google Inc. | User label and user category based content classification |
| CN102436496A (en) * | 2011-11-14 | 2012-05-02 | 百度在线网络技术（北京）有限公司 | Method for providing personated searching labels and device thereof |
| CN102567511A (en) * | 2011-12-27 | 2012-07-11 | 奇智软件（北京）有限公司 | Method and device for automatically recommending application |
| CN104182515A (en) * | 2014-08-21 | 2014-12-03 | 北京金山安全软件有限公司 | Information recommendation method and device and mobile terminal |
| CN104239571A (en) * | 2014-09-30 | 2014-12-24 | 北京奇虎科技有限公司 | Method and device for application recommendation |
Family Cites Families (10)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US8910876B2 (en) * | 1994-05-25 | 2014-12-16 | Marshall Feature Recognition, Llc | Method and apparatus for accessing electronic data via a familiar printed medium |
| US6195679B1 (en) * | 1998-01-06 | 2001-02-27 | Netscape Communications Corporation | Browsing session recording playback and editing system for generating user defined paths and allowing users to mark the priority of items in the paths |
| WO2000005661A1 (en) * | 1998-07-21 | 2000-02-03 | Athena Telecom Lab, Inc. | Method of managing change history of web information, management device, and recording medium |
| EP1473639A1 (en) * | 2002-02-04 | 2004-11-03 | Celestar Lexico-Sciences, Inc. | Document knowledge management apparatus and method |
| US20080168023A1 (en) * | 2007-01-08 | 2008-07-10 | Roy Wayne Stephens | Web surfing enhancer |
| US8126879B2 (en) * | 2007-05-17 | 2012-02-28 | Microsoft Corporation | Assisted management of bookmarked web pages |
| US20100114914A1 (en) * | 2008-10-30 | 2010-05-06 | International Business Machines Corporation | Selective Home Page Manager |
| JP2012204894A (en) * | 2011-03-24 | 2012-10-22 | Toshiba Corp | Information recommendation device |
| CN103886090B (en) * | 2014-03-31 | 2018-01-02 | 北京搜狗科技发展有限公司 | Content recommendation method and device based on user preferences |
| CN103970850B (en) * | 2014-05-04 | 2017-09-22 | 广州品唯软件有限公司 | Site information recommends method and system |
-
2015
- 2015-11-27 CN CN201510848729.9A patent/CN105528392B/en active Active
Patent Citations (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US8122031B1 (en) * | 2009-06-11 | 2012-02-21 | Google Inc. | User label and user category based content classification |
| CN102436496A (en) * | 2011-11-14 | 2012-05-02 | 百度在线网络技术（北京）有限公司 | Method for providing personated searching labels and device thereof |
| CN102567511A (en) * | 2011-12-27 | 2012-07-11 | 奇智软件（北京）有限公司 | Method and device for automatically recommending application |
| CN104182515A (en) * | 2014-08-21 | 2014-12-03 | 北京金山安全软件有限公司 | Information recommendation method and device and mobile terminal |
| CN104239571A (en) * | 2014-09-30 | 2014-12-24 | 北京奇虎科技有限公司 | Method and device for application recommendation |
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