CN105528392A - Class label ordering method and apparatus - Google Patents
Class label ordering method and apparatus Download PDFInfo
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- CN105528392A CN105528392A CN201510848729.9A CN201510848729A CN105528392A CN 105528392 A CN105528392 A CN 105528392A CN 201510848729 A CN201510848729 A CN 201510848729A CN 105528392 A CN105528392 A CN 105528392A
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- G—PHYSICS
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- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/90—Details of database functions independent of the retrieved data types
- G06F16/95—Retrieval from the web
- G06F16/955—Retrieval from the web using information identifiers, e.g. uniform resource locators [URL]
- G06F16/9562—Bookmark management
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- 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
- G06F3/04817—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 using icons
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- 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]
- G06F3/0484—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
- G06F3/04842—Selection of displayed objects or displayed text elements
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- 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]
- G06F3/0484—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
- G06F3/04847—Interaction techniques to control parameter settings, e.g. interaction with sliders or dials
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Abstract
Embodiments of the present invention provide a class label ordering method and apparatus, wherein class labels are used for identifying classes of pages of an application. The method comprises the steps of recording history operation behaviors in response to the history operation behaviors of a user; calculating characteristic parameters of the history operation behaviors corresponding to corresponding classes according to the history operation behaviors; and sorting the class labels according to the characteristic parameters of the history operation behaviors corresponding to corresponding classes so as to obtain a ordering result and display the class labels according to the ordering result.
Description
Technical field
Embodiments of the present invention relate to the communications field, and more specifically, embodiments of the present invention relate to the method and apparatus of class label sequence.
Background technology
This part embodiments of the present invention be intended to for stating in claims provide background or context.Description is not herein because be included in just admit it is prior art in this part.
Along with the development of the communication technology and the universal of various smart machine, increasing user uses carry out obtaining information.Be applied as example with news category, in such application, be usually divided into different classes of by the different page, and represent with different class labels, this label is commonly referred to " column " or " channel ", as " physical culture ", " finance and economics ", " amusement " etc.Because the size of the display interface of application is limited, usually only show a part of class label at the top of application display interface.When user downloads first and uses this application, which label is shown at application interface top and it puts in order and usually depends on that system default is arranged.But the field that different user is liked or paid close attention to is different, therefore, application allow user as required manually increase or delete shown by label and label is sorted.But the selection of this label and sortord depend on the setting of system default or need user manually to adjust, and automatically can not adjust according to the concrete operations behavior of user, and dirigibility is lower.
Summary of the invention
Because the display of applying label in prior art and sortord depend on the setting of system default or need user manually to adjust, and automatically can not adjust according to the operation behavior of user, dirigibility is lower.
Therefore in the prior art, the dirigibility of class label sort method is lower, and this is very bothersome process.
For this reason, be starved of a kind of class label sort method and device of improvement, automatically to adjust the display of label according to the historical operation behavior of user, improve dirigibility and the accuracy of class label sequence, and improve operating efficiency.
In the present context, embodiments of the present invention are expected to provide a kind of class label sort method and device.
In the first aspect of embodiment of the present invention, provide a kind of class label sort method, wherein said class label is for identifying the classification of the page of application, and described method comprises: in response to the historical operation behavior of user, records described historical operation behavior; According to described historical operation behavior, calculate the characteristic parameter of the historical operation behavior corresponding to respective classes; And according to corresponding to the characteristic parameter of historical operation behavior of respective classes, described class label is sorted, to obtain ranking results and to show described class label according to described ranking results.
In the second aspect of embodiment of the present invention, provide a kind of class label collator, wherein said class label is for identifying the classification of the page of application, and described device comprises: logging modle, be configured to the historical operation behavior in response to user, record described historical operation behavior; Computing module, is configured to according to described historical operation behavior, calculates the characteristic parameter of the historical operation behavior corresponding to respective classes; And order module, be configured to, according to the characteristic parameter of the historical operation behavior corresponding to respective classes, sort to described class label, to obtain ranking results and to show described class label according to described ranking results.
According to class label sort method and the device of embodiment of the present invention, automatically the display of label can be adjusted according to the historical operation behavior of user, reduce the number of times of manually adjustment tag sorting, the conventional class label higher with user's degree of correlation can be highlighted for user, enhance accuracy and the dirigibility of tagging arrangements, enable user find required class label rapidly, improve operating efficiency.
Accompanying drawing explanation
By reference to accompanying drawing reading detailed description hereafter, above-mentioned and other objects of exemplary embodiment of the invention, feature and advantage will become easy to understand.In the accompanying drawings, show some embodiments of the present invention by way of example, and not by way of limitation, wherein:
Figure 1A and 1B schematically shows the application scenarios according to embodiment of the present invention;
Fig. 2 schematically shows the schematic flow sheet of the class label sort method according to embodiment of the present invention;
Fig. 3 A-3D schematically shows the schematic diagram of page listings according to the application of embodiment of the present invention and the page;
Fig. 4 A-4B schematically shows the schematic diagram of page listings according to the application of another embodiment of the present invention and the page; And
Fig. 5 schematically shows the schematic diagram of the class label collator according to another embodiment of the present invention.
In the accompanying drawings, identical or corresponding label represents identical or corresponding part.
Embodiment
Below with reference to some illustrative embodiments, principle of the present invention and spirit are described.Should be appreciated that providing these embodiments is only used to enable those skilled in the art understand better and then realize the present invention, and not limit the scope of the invention by any way.On the contrary, provide these embodiments to be to make the disclosure more thorough and complete, and the scope of the present disclosure intactly can be conveyed to those skilled in the art.
One skilled in the art will appreciate that embodiments of the present invention can be implemented as a kind of system, device, equipment, method or computer program.Therefore, the disclosure can be implemented as following form, that is: hardware, completely software (comprising firmware, resident software, microcode etc.) completely, or the form that hardware and software combines.
According to the embodiment of the present invention, a kind of class label sort method and device is proposed.
In this article, it is to be appreciated that any number of elements in accompanying drawing is all unrestricted for example, and any name is all only for distinguishing, and does not have any limitation.
Below with reference to some representative embodiments of the present invention, explaination principle of the present invention and spirit in detail.
summary of the invention
The present inventor finds, in response to the historical operation behavior of user, record described historical operation behavior, and calculate the characteristic parameter with its respective classes based on historical operation behavior, according to the characteristic parameter of calculated classification, described class label is sorted, to obtain ranking results and to show described class label according to described ranking results.The display of this label and sortord can adjust the display of label automatically according to the historical operation behavior of user, reduce the number of times of manually adjustment tag sorting, the conventional class label higher with user's degree of correlation can be highlighted for user, enhance accuracy and the dirigibility of tagging arrangements, enable user find required class label rapidly, improve operating efficiency.
After describing ultimate principle of the present invention, lower mask body introduces various non-limiting embodiment of the present invention.
application scenarios overview
First with reference to Figure 1A and 1B, be the application scenarios sorted according to the class label of embodiment of the present invention.As shown in Figure 1A, be applied as example with news category, in such application, usually the different page be divided into different classes of label, as " physical culture ", " finance and economics ", " amusement " etc.Label selected except arranging according to system default or sorts, also can carry out manually adjustment by user to select label and to sort, as shown in Figure 1B, user can be deleted by the label in the upper part of application display interface by long, sorted by the label dragged in upper part, or added by the label clicked in lower part.In addition, in order to reduce the number of times that user manually adjusts, the dirigibility improving tag sorting and accuracy, intelligent sequencing can also be carried out according to the historical operation behavior of user to label.Particularly, use in the process of this application user, record can be carried out to the operation behavior of user (such as drag page listings, slip page listings, click page listings, drag the page, the slip page and click the operation behaviors such as the page), calculate the characteristic parameter of all categories corresponding to it according to recorded operation behavior, and according to characteristic parameter, tag sorting is shown.
It will be understood by those skilled in the art that the schematic diagram shown in Figure 1A and 1B is only the example that embodiments of the present invention can be achieved wherein.The scope of application of embodiment of the present invention is unrestricted.
illustrative methods
Below in conjunction with the application scenarios of Figure 1A and 1B, be described with reference to Figure 2 the class label sort method according to exemplary embodiment of the invention.It should be noted that above-mentioned application scenarios is only that embodiments of the present invention are unrestricted in this regard for the ease of understanding spirit of the present invention and principle and illustrating.On the contrary, embodiments of the present invention can be applied to applicable any scene.
Fig. 2 schematically shows the schematic flow sheet of the class label sort method 200 according to embodiment of the present invention.As shown in Figure 2, the method can comprise:
S201, historical operation behavior in response to user, record described historical operation behavior.Alternatively, can by the historical operation behavior of the mode recording user of daily record.
In the embodiment that some are possible, embodiment of the present invention class label may be used for the classification identifying the application page.Be applied as example with news category, in such application, usually the different page be divided into different classes of, as " physical culture ", " finance and economics ", " amusement " etc.Certainly, the same page can distribute to different classifications, such as a slice scientific & technical corporation financial report news, both can be assigned as " finance and economics " classification, also can be assigned as " science and technology " classification.The application that it will be understood by those skilled in the art that in the embodiment of the present invention is not limited to news category application, and it can be the application of any other type, such as, do shopping, live, scientific and technological class etc.
In the embodiment that some are possible, the historical operation behavior of user comprises at least one as follows: drag page listings, slip page listings, click page listings, drag the page, the slip page and click the page.
According to an illustrative embodiment of the invention, page listings can be showing the list of the essential information of multiple page.Alternatively, can the essential information of display page in page listings, comprising: the title of the page, synopsis, picture, related commentary or other information.As shown in Figure 3A, can the essential information of display page " middle green grass or young crops report: football association should learn as " waiter " " in the page listings of Sport Class, comprise title, synopsis, picture and follow-up quantity.Optionally, user, by dragging page listings, can upgrade page listings, to load the essential information of more multi-page in page listings, as shown in Figure 3A.Alternatively, user by slip page listings, the essential information of the page that can load in browsing pages list, as shown in Figure 3 B.It should be noted that, slip is in a slipping situation with the difference dragged, and the finger relatively short time slips over page listings, and in dragging situation, the time that finger is grown relatively drags page listings.Alternatively, user by clicking page listings, such as, clicks the part be associated with the page " A Kuiluo magnanimous act undertaken for the public good saves the ill football fan of grandstand " in page listings as shown in Figure 3 C, can enter this page, as shown in Figure 3 D, to check the details of this page.
According to an illustrative embodiment of the invention, the page of application can comprise the information such as word, picture, video, audio frequency, also can comprise the option with user interaction, such as, comment on, region of voting, also can comprise the essential information of other pages be associated with this page.As shown in Figure 4 A, this page comprises word, picture, and the essential information of other pages be associated with this page " Su Ping Tian: this chases after me at Bo Erte first time ".Optionally, user, by dragging the page, can upgrade the page, to load more information in the page.Alternatively, user, can word in browsing pages or browsing pictures by the slip page, as shown in Figure 4 B.Alternatively, user is by clicking the page, and such as, video in the click page or the icon of audio frequency, can watch video or listening to audio.
Optionally, operation behavior because of user is concrete page listings for application and the page, and page listings and the page are classified and identified with corresponding class label, therefore the historical operation behavior of user can reflect that user is to different classes of degree of concern, therefore, by automatically adjusting the display of label according to the historical operation behavior of user, the conventional class label higher with user's degree of correlation can be highlighted for user, reduce the number of times of manually adjustment tag sorting, enhance accuracy and the dirigibility of tagging arrangements, user is enable to find required class label rapidly, improve operating efficiency.
In the embodiment that some are possible, step S201 comprises: in response to the historical operation behavior of login user, the historical operation behavior of login user according to the user totem information record of described login user; And/or in response to the historical operation behavior of non-login user, the historical operation behavior of non-login user described in the identification information recording of the terminal used according to described non-login user.
According to an illustrative embodiment of the invention, user totem information can be the account information that user registered or logged in described application, as mailbox number, cell-phone number, micro-signal, QQ number etc.For login user, the historical operation behavior of login user according to the user totem information record of login user, even if this user exits this application, then again logs in, or when logging in this application in another terminal, still can according to the user totem information be associated with this user, record the historical operation behavior of this user, and carry out tag sorting according to the historical operation behavior of this user.Like this, the conventional class label higher with user's degree of correlation can be highlighted for user, enhance accuracy and the dirigibility of tagging arrangements, enable user find required class label rapidly, improve operating efficiency.
According to an illustrative embodiment of the invention, the identification information of terminal can be the identification code that can identify this terminal, has uniqueness, as the IMEI of Android device, and the UUID of iOS device.For non-login user, the historical operation behavior of non-login user according to the identification information recording of its terminal used, even if this user closes this application, then restarts in same terminal, still can according to the identification information of this terminal, record the historical operation behavior of this user, and carry out tag sorting according to the historical operation behavior of this user.Like this, the identification information of the terminal used by user, can be highlighted the conventional class label higher with user's degree of correlation for user, enhance accuracy and the dirigibility of tagging arrangements, enable user find required class label rapidly, improve operating efficiency.
Class label sort method also comprises according to an embodiment of the invention:
S202, according to described historical operation behavior, calculate the characteristic parameter of historical operation behavior corresponding to respective classes.
In the embodiment that some are possible, the characteristic parameter corresponding to the historical operation behavior of respective classes comprises: corresponding to the total degree of historical operation behavior and/or the number of times in specified time interval of respective classes.Alternatively, can by the historical operation behavior of the mode recording user of daily record.Alternatively, each application can preset respective characteristic parameter as required, such as correspond to the total degree of historical operation behavior of each classification and/or the number of times in specified time interval, or other parameters, such as user browses the T.T. of page listings in each classification and the page.
Optionally, when user has higher attention rate to the page of certain classification or page listings, such other page or page listings can be accessed continually, therefore, when calculating characteristic parameter, consider that the total degree of the historical operation behavior corresponding to respective classes can reflect the degree of concern of user to each classification further, and computation process is comparatively simple, difficulty is low.
Alternatively, in some cases, the stage may be interested in certain classification in early days for user, such as during football match in September, user to the page under " physical culture " label or page listings interested, therefore, more to the total degree of the historical operation of such page or page listings, such as totally 100 times; And during the late stages of developmet, user may be interested in another classification, such as, after football match terminates, during October, user may to the page under " finance and economics " label or page listings interested, and 80 times are only had altogether to such.Although the total degree of user to the historical operation behavior of the page under " physical culture " class label or page listings is greater than the total degree of the historical operation behavior of the page under " finance and economics " class label or page listings, user current to the page under " finance and economics " class label or page listings interested.In this case, only consider that the total degree of the historical operation behavior corresponding to respective classes is difficult to reflect that user is current to different classes of degree of concern exactly, therefore, when calculating characteristic parameter, consider the total degree of the historical operation behavior corresponding to respective classes, consider the historical operation behavior number of times corresponding to respective classes of in specified time interval (such as nearest month) simultaneously, the classification paid close attention to that user is current can be reflected more accurately, enhance accuracy and the dirigibility of tagging arrangements, user is enable to find required class label rapidly, improve operating efficiency.Optionally, when calculating characteristic parameter, different weights can be had corresponding to the total degree of the historical operation behavior of each classification and the number of times in specified time interval.
In the embodiment that some are possible, according to historical operation behavior for different objects, such as page listings and the page, can calculate characteristic parameter in different ways.Alternatively, the historical operation behavior for page listings and the historical operation behavior for the page, when calculating characteristic parameter, can have different weights.As a rule, user, when browsing pages list, just can enter this page when having higher attention rate in certain page and browse, therefore more can embody the attention rate of user for the historical operation behavior of certain page; Therefore, when calculating characteristic parameter, the historical operation behavior for the page can have higher weights, and can have lower weight for the historical operation behavior of page listings.
In the embodiment that some are possible, for the different historical operation behavior of page listings or the page, such as, click, drag, slip behavior, also can calculate characteristic parameter in different ways.Alternatively, for the different historical operation behavior of page listings or the page, when calculating characteristic parameter, different weights can be had.For page listings, user upgrades page listings by dragging page listings, and the essential information of the page loaded in browsing pages list is carried out by slip page listings, and when the essential information of certain specific webpage during user is to page listings is interested and when having higher attention rate, then can enter by clicking page listings the details that this specific webpage checks this page; Therefore, when calculating characteristic parameter, lower weight can be had to the dragging behavior of page listings or slip behavior, and higher weight can be had to the click behavior of page listings.
Class label sort method also comprises according to an embodiment of the invention:
S203, basis correspond to the characteristic parameter of the historical operation behavior of respective classes, sort, to obtain ranking results and to show described class label according to described ranking results to described class label.
In the embodiment that some are possible, step S203 comprises: sort to described class label with predetermined frequency, to obtain ranking results and to show described class label according to described ranking results.Alternatively, can upgrade class label sequence with predetermined frequency, as every day upgrades once, or every N hour upgrades once.Alternatively, also according to the historical operation behavior of user, characteristic parameter can be calculated in real time and class label sorted in real time.
In the embodiment that some are possible, can the label with higher feature parameter be come before the page or centre position, to facilitate user can find required class label rapidly, improve operating efficiency.Alternatively, also can put in order according to characteristic parameter class of permutation distinguishing label according to predetermined other.
In the embodiment that some are possible, at the characteristic parameter according to the historical operation behavior corresponding to respective classes, after described class label is sorted, can also by the order of user's manual adjustments class label.
Like this, according to the class label sort method of embodiment of the present invention, automatically the display of label can be adjusted according to the historical operation behavior of user, the conventional class label higher with user's degree of correlation can be highlighted for user, reduce the number of times of manually adjustment tag sorting, enhance accuracy and the dirigibility of tagging arrangements, enable user find required class label rapidly, improve operating efficiency.
example devices
After the method describing exemplary embodiment of the invention, next, the schematic diagram of the class label collator according to exemplary embodiment of the invention is described with reference to Figure 5.
Fig. 5 schematically shows the schematic diagram of the class label collator 500 according to embodiment of the present invention.As shown in Figure 5, this device 500 comprises: logging modle 501, computing module 502 and order module 503.
In device 500, logging modle 501 is configured to the historical operation behavior in response to user, records described historical operation behavior.Alternatively, can by the historical operation behavior of logging modle 501 by the mode recording user of daily record.
In the embodiment that some are possible, embodiment of the present invention class label may be used for the classification identifying the application page.Be applied as example with news category, in such application, usually the different page be divided into different classes of, as " physical culture ", " finance and economics ", " amusement " etc.Certainly, the same page can distribute to different classifications, such as a slice scientific & technical corporation financial report news, both can be assigned as " finance and economics " classification, also can be assigned as " science and technology " classification.The application that it will be understood by those skilled in the art that in the embodiment of the present invention is not limited to news category application, and it can be the application of any other type, such as, do shopping, live, scientific and technological class etc.
In the embodiment that some are possible, the historical operation behavior of user comprises at least one as follows: drag page listings, slip page listings, click page listings, drag the page, the slip page and click the page.
According to an illustrative embodiment of the invention, page listings can be showing the list of the essential information of multiple page.Alternatively, can the essential information of display page in page listings, comprising: the title of the page, synopsis, picture, related commentary or other information.As shown in Figure 3A, can the essential information of display page " middle green grass or young crops report: football association should learn as " waiter " " in the page listings of Sport Class, comprise title, synopsis, picture and follow-up quantity.Optionally, user, by dragging page listings, can upgrade page listings, to load the essential information of more multi-page in page listings, as shown in Figure 3A.Alternatively, user by slip page listings, the essential information of the page that can load in browsing pages list, as shown in Figure 3 B.It should be noted that, slip is in a slipping situation with the difference dragged, and the finger relatively short time slips over page listings, and in dragging situation, the time that finger is grown relatively drags page listings.Alternatively, user by clicking page listings, such as, clicks the part be associated with the page " A Kuiluo magnanimous act undertaken for the public good saves the ill football fan of grandstand " in page listings as shown in Figure 3 C, can enter this page, as shown in Figure 3 D, to check the details of this page.
According to an illustrative embodiment of the invention, the page of application can comprise the information such as word, picture, video, audio frequency, also can comprise the option with user interaction, such as, comment on, region of voting, also can comprise the essential information of other pages be associated with this page.As shown in Figure 4 A, this page comprises word, picture, and the essential information of other pages be associated with this page " Su Ping Tian: this chases after me at Bo Erte first time ".Optionally, user, by dragging the page, can upgrade the page, to load more information in the page.Alternatively, user, can word in browsing pages or browsing pictures by the slip page, as shown in Figure 4 B.Alternatively, user is by clicking the page, and such as, video in the click page or the icon of audio frequency, can watch video or listening to audio.
Optionally, operation behavior because of user is concrete page listings for application and the page, and page listings and the page are classified and identified with corresponding class label, therefore the historical operation behavior of user can reflect that user is to different classes of degree of concern, therefore, by automatically adjusting the display of label according to the historical operation behavior of user, the conventional class label higher with user's degree of correlation can be highlighted for user, reduce the number of times of manually adjustment tag sorting, enhance accuracy and the dirigibility of tagging arrangements, user is enable to find required class label rapidly, improve operating efficiency.
In the embodiment that some are possible, logging modle 501 comprises: the first record sub module 501A, is configured to the historical operation behavior in response to login user, the historical operation behavior of login user according to the user totem information record of described login user; And/or the second record sub module 501B, be configured to the historical operation behavior in response to non-login user, the historical operation behavior of non-login user described in the identification information recording of the terminal used according to described non-login user.
According to an illustrative embodiment of the invention, user totem information can be the account information that user registered or logged in described application, as mailbox number, cell-phone number, micro-signal, QQ number etc.For login user, the historical operation behavior of the first record sub module 501A login user according to the user totem information record of login user, even if this user exits this application, then again logs in, or when logging in this application in another terminal, still can according to the user totem information be associated with this user, record the historical operation behavior of this user, and carry out tag sorting according to the historical operation behavior of this user.Like this, the conventional class label higher with user's degree of correlation can be highlighted for user, enhance accuracy and the dirigibility of tagging arrangements, enable user find required class label rapidly, improve operating efficiency.
According to an illustrative embodiment of the invention, the identification information of terminal can be the identification code that can identify this terminal, has uniqueness, as the IMEI of Android device, and the UUID of iOS device.For non-login user, the historical operation behavior of non-login user described in the identification information recording of the terminal that the second record sub module 501B uses according to it, even if this user closes this application, then restarts in same terminal, still can according to the identification information of this terminal, record the historical operation behavior of this user, and carry out tag sorting according to the historical operation behavior of this user.Like this, the identification information of the terminal used by user, can be highlighted the conventional class label higher with user's degree of correlation for user, enhance accuracy and the dirigibility of tagging arrangements, enable user find required class label rapidly, improve operating efficiency.
As shown in Figure 5, device 500 also comprises: computing module 502, is configured to according to described historical operation behavior, calculates the characteristic parameter of the historical operation behavior corresponding to respective classes.
In the embodiment that some are possible, the characteristic parameter corresponding to the historical operation behavior of respective classes comprises: corresponding to the total degree of historical operation behavior and/or the number of times in specified time interval of respective classes.Alternatively, can by the historical operation behavior of logging modle 501 by the mode recording user of daily record.Alternatively, each application can preset respective characteristic parameter as required, such as correspond to the total degree of historical operation behavior of each classification and/or the number of times in specified time interval, or other parameters, such as user browses the T.T. of the page in each classification.
Optionally, when user has higher attention rate to the page of certain classification or page listings, such other page or page listings can be accessed continually, therefore, when computing module 502 calculates characteristic parameter, consider that the total degree of the historical operation behavior corresponding to respective classes can reflect the degree of concern of user to each classification further, and computation process is comparatively simple, difficulty is low.
Alternatively, in some cases, the stage may be interested in certain classification in early days for user, such as during football match in September, user to the page under " physical culture " label or page listings interested, therefore, more to the total degree of the historical operation of such page or page listings, such as totally 100 times; And during the late stages of developmet, user may be interested in another classification, such as, after football match terminates, during October, user may to the page under " finance and economics " label or page listings interested, and 80 times are only had altogether to such.Although the total degree of user to the historical operation behavior of the page under " physical culture " class label or page listings is greater than the total degree of the historical operation behavior of the page under " finance and economics " class label or page listings, user current to the page under " finance and economics " class label or page listings interested.In this case, only consider that the total degree of the historical operation behavior corresponding to respective classes is difficult to reflect that user is current to different classes of degree of concern exactly, therefore, computing module 502 is when calculating characteristic parameter, consider the total degree of the historical operation behavior corresponding to respective classes, consider the number of times of in specified time interval (such as nearest month) simultaneously, the classification that user is current paid close attention to can be reflected more accurately, enhance accuracy and the dirigibility of tagging arrangements, enable user find required class label rapidly, improve operating efficiency.Optionally, computing module 502, when calculating characteristic parameter, can have different weights corresponding to the total degree of the historical operation behavior of each classification and the number of times in specified time interval.
In the embodiment that some are possible, according to historical operation behavior for different objects, such as page listings and the page, computing module 502 can calculate characteristic parameter in different ways.Alternatively, when computing module 502 calculates characteristic parameter, the historical operation behavior for page listings and the historical operation behavior for the page, can have different weights.As a rule, user, when browsing pages list, just can enter this page when having higher attention rate in certain page and browse, therefore more can embody the attention rate of user for the historical operation behavior of certain page; Therefore, when computing module 502 calculates characteristic parameter, the historical operation behavior for the page can have higher weights, and can have lower weight for the historical operation behavior of page listings.
In the embodiment that some are possible, for the different historical operation behavior of page listings or the page, such as, click, drag, slip behavior, computing module 502 also can calculate characteristic parameter in different ways.Alternatively, for the different historical operation behavior of page listings or the page, when computing module 502 calculates characteristic parameter, different weights can be had.For page listings, user upgrades page listings by dragging page listings, and the essential information of the page loaded in browsing pages list is carried out by slip page listings, and when the essential information of certain specific webpage during user is to page listings is interested and when having higher attention rate, then can enter by clicking page listings the details that this specific webpage checks this page; Therefore, when computing module 502 calculates characteristic parameter, lower weight can be had to the dragging behavior of page listings or slip behavior, and higher weight can be had to the click behavior of page listings.
As shown in Figure 5, device 500 also comprises: order module 503, be configured to, according to the characteristic parameter of the historical operation behavior corresponding to respective classes, sort to described class label, to obtain ranking results and to show described class label according to described ranking results.
In the embodiment that some are possible, described order module 503 is configured to sort to described class label with predetermined frequency, to obtain ranking results and to show described class label according to described ranking results.Alternatively, order module 503 can upgrade class label sequence with predetermined frequency, and as every day upgrades once, or every N hour upgrades once.Alternatively, also according to the historical operation behavior of user, characteristic parameter can be calculated in real time and class label sorted in real time.
In the embodiment that some are possible, the label with higher feature parameter can come before the page or centre position by order module 503, to facilitate user can find required class label rapidly, improves operating efficiency.Alternatively, order module 503 also can put in order according to characteristic parameter class of permutation distinguishing label according to predetermined other.
In the embodiment that some are possible, at the characteristic parameter of order module 503 according to the historical operation behavior corresponding to respective classes, after described class label is sorted, can also by the order of user's manual adjustments class label.
Like this, according to the class label collator of embodiment of the present invention, automatically the display of label can be adjusted according to the historical operation behavior of user, the conventional class label higher with user's degree of correlation can be highlighted for user, reduce the number of times of manually adjustment tag sorting, enhance accuracy and the dirigibility of tagging arrangements, enable user find required class label rapidly, improve operating efficiency.
Although it should be noted that the some modules or submodule that are referred to class label collator in above-detailed, this division is only exemplary not enforceable.In fact, according to the embodiment of the present invention, the Characteristic and function of two or more modules above-described can be specialized in a module.Otherwise, the Characteristic and function of an above-described module can Further Division for be specialized by multiple module.
In addition, although describe the operation of the inventive method in the accompanying drawings with particular order, this is not that requirement or hint must perform these operations according to this particular order, or must perform the result that all shown operation could realize expectation.Additionally or alternatively, some step can be omitted, multiple step be merged into a step and perform, and/or a step is decomposed into multiple step and perform.
Although describe spirit of the present invention and principle with reference to some embodiments, but should be appreciated that, the present invention is not limited to disclosed embodiment, can not combine to be benefited to the feature that the division of each side does not mean that in these aspects yet, this division is only the convenience in order to state.The present invention is intended to contain the interior included various amendment of spirit and scope and the equivalent arrangements of claims.
Claims (10)
1. a class label sort method, wherein said class label is for identifying the classification of the page of application, and described method comprises:
In response to the historical operation behavior of user, record described historical operation behavior;
According to described historical operation behavior, calculate the characteristic parameter of the historical operation behavior corresponding to respective classes; And
According to the characteristic parameter of the historical operation behavior corresponding to respective classes, described class label is sorted, to obtain ranking results and to show described class label according to described ranking results.
2. method according to claim 1, wherein the historical operation behavior of user comprises at least one as follows:
Drag page listings, slip page listings, click page listings, drag the page, the slip page and click the page.
3. method according to claim 1, wherein, in response to the historical operation behavior of user, records described historical operation behavior and comprises:
In response to the historical operation behavior of login user, the historical operation behavior of login user according to the user totem information record of described login user; And/or
In response to the historical operation behavior of non-login user, the historical operation behavior of non-login user described in the identification information recording of the terminal used according to described non-login user.
4. method according to claim 1, the characteristic parameter wherein corresponding to the historical operation behavior of respective classes comprises:
Corresponding to the total degree of historical operation behavior and/or the number of times in specified time interval of respective classes.
5. method according to claim 1, wherein sequence is carried out to described class label and comprise:
With predetermined frequency, described class label is sorted, to obtain ranking results and to show described class label according to described ranking results.
6. a class label collator, wherein said class label is for identifying the classification of the page of application, and described device comprises:
Logging modle, is configured to the historical operation behavior in response to user, records described historical operation behavior;
Computing module, is configured to according to described historical operation behavior, calculates the characteristic parameter of the historical operation behavior corresponding to respective classes; And
Order module, is configured to, according to the characteristic parameter of the historical operation behavior corresponding to respective classes, sort, to obtain ranking results and to show described class label according to described ranking results to described class label.
7. device according to claim 6, wherein the historical operation behavior of user comprises at least one as follows:
Drag page listings, slip page listings, click page listings, drag the page, the slip page and click the page.
8. device according to claim 6, wherein, described logging modle comprises:
First record sub module, is configured to the historical operation behavior in response to login user, the historical operation behavior of login user according to the user totem information record of described login user; And/or
Second record sub module, is configured to the historical operation behavior in response to non-login user, the historical operation behavior of non-login user described in the identification information recording of the terminal used according to described non-login user.
9. device according to claim 6, the characteristic parameter wherein corresponding to the historical operation behavior of respective classes comprises:
Corresponding to the total degree of historical operation behavior and/or the number of times in specified time interval of respective classes.
10. device according to claim 6, wherein said order module is configured to:
With predetermined frequency, described class label is sorted, to obtain ranking results and to show described class label according to described ranking results.
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| 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 |
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