CN109376299A - Method, apparatus, storage medium and the terminal of recommended links - Google Patents
Method, apparatus, storage medium and the terminal of recommended links Download PDFInfo
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- CN109376299A CN109376299A CN201811082975.8A CN201811082975A CN109376299A CN 109376299 A CN109376299 A CN 109376299A CN 201811082975 A CN201811082975 A CN 201811082975A CN 109376299 A CN109376299 A CN 109376299A
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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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Abstract
The embodiment of the invention discloses a kind of method, apparatus of recommended links, storage medium and terminals, method includes: to detect the display trigger action that whether the corresponding summary page of current link receives in the first predetermined page, wherein, current link is to be previously provided with the corresponding link of first content label in predetermined content tag library；In the case where receiving display trigger action, increase the corresponding weighted value of first content label；The corresponding link of top n content tab of the descending sequence of weighted value in predetermined content tag library is obtained in predetermined period, wherein N is the integer more than or equal to 2；It will be shown on N number of content tab corresponding Link Recommendation to the first predetermined page.The embodiment of the present invention is collected by the hobby to user, and according to result is collected come the interested link of recommended user, is greatly improved the usage experience of user.
Description
Technical field
The present invention relates to internet area, in particular to a kind of method, apparatus of recommended links, storage medium and terminal.
Background technique
User can be clicked, when checking link to check in the link that APP current page is recommended under normal conditions
The corresponding content of APP recommended links.
In the implementation of the present invention, inventor has found that existing recommended technology at least has the following deficiencies: due to working as
The space of a whole page size of the preceding page is limited, and the link number of recommendation usually will not be very much, such as recommends 5 links or 10 links, at this
In the case of kind, it is necessary to which user refreshes current page again to get the link newly recommended, however, involved by the link newly recommended
And to content may not be that user is interested, cause user that may refresh just can be appreciated that oneself interested is pushed away many times
It recommends, user experience is poor.
Summary of the invention
In view of this, the embodiment of the present invention proposes method, apparatus, storage medium and the terminal of a kind of recommended links, use
To solve the problems, such as the as follows of the prior art: content involved by the link newly recommended on the page every time may not be user
Interested, cause user that may refresh just can be appreciated that oneself interested recommendation many times, and user experience is poor.
On the one hand, the embodiment of the present invention proposes a kind of method of recommended links, comprising: detection the first predetermined page in when
It is preceding to link whether corresponding summary page receives display trigger action, wherein the current link is predetermined to be previously provided with
The corresponding link of first content label in content tab library；In the case where receiving the display trigger action, described in increase
The weighted value of first content label；The preceding N of the descending sequence of weighted value in predetermined content tag library is obtained in predetermined period
The corresponding link of a content tab, wherein N is the integer more than or equal to 2；Corresponding link of N number of content tab is pushed away
It recommends to showing in first predetermined page.
On the other hand, the embodiment of the present invention proposes a kind of device of recommended links, comprising: first detection module is used for
Detect whether the corresponding summary page of current link in the first predetermined page receives display trigger action, wherein described current
It is linked as being previously provided with the corresponding link of first content label in predetermined content tag library；Counting module, for receiving
In the case where the display trigger action, increase the weighted value of the first content label；Module is obtained, in predetermined period
The interior corresponding link of top n content tab for obtaining the descending sequence of weighted value in predetermined content tag library, wherein N is big
In or equal to 2 integer；Recommending module, for by the corresponding Link Recommendation of the N number of content tab to the described first predetermined page
It is shown on face.
On the other hand, the embodiment of the present invention proposes a kind of storage medium, is stored with computer program, the computer journey
The step of method that any embodiment of that present invention provides is realized when sequence is executed by processor.
On the other hand, the embodiment of the present invention proposes a kind of terminal, includes at least memory, processor, the memory
On be stored with computer program, the processor realizes that the present invention is any real when executing the computer program on the memory
The step of method of example offer is provided.
The embodiment of the present invention is that corresponding content tab is arranged in current link in the first predetermined page, passes through the display of user
Trigger action adjusts the weighted value of each content tab, and determines which content tab pair user likes according to weighted value size
The link answered, and then recommend the corresponding link of the content tab.The embodiment of the present invention is collected by the hobby to user, and
According to result is collected come the interested link of recommended user, it is greatly improved the usage experience of user.
Detailed description of the invention
Fig. 1 is the flow chart of the method for the recommended links that first embodiment of the invention provides；
Fig. 2 is the flow chart of the method for the recommended links that second embodiment of the invention provides；
Fig. 3 is the flow chart of the method for the recommended links that third embodiment of the invention provides；
Fig. 4 is the interaction page schematic diagram one that third embodiment of the invention provides；
Fig. 5 is the interaction page schematic diagram two that third embodiment of the invention provides；
Fig. 6 is the interaction page schematic diagram three that third embodiment of the invention provides；
Fig. 7 is the structural schematic diagram of the device for the recommended links that fourth embodiment of the invention provides；
Fig. 8 is the structural schematic diagram of the device for the recommended links that fifth embodiment of the invention provides；
Fig. 9 is the structural schematic diagram for the terminal that seventh embodiment of the invention provides.
Specific embodiment
In order to enable the purposes, technical schemes and advantages of the embodiment of the present invention are clearer, below in conjunction with of the invention real
The technical solution of the embodiment of the present invention is clearly and completely described in the attached drawing for applying example.Obviously, described embodiment is
A part of the embodiments of the present invention, instead of all the embodiments.Based on described the embodiment of the present invention, this field is common
Technical staff's every other embodiment obtained under the premise of being not necessarily to creative work belongs to the model that the present invention protects
It encloses.
Unless otherwise defined, the technical term or scientific term that the present invention uses should be tool in fields of the present invention
The ordinary meaning for thering is the personage of general technical ability to be understood." first ", " second " used in the present invention and similar word are simultaneously
Any sequence, quantity or importance are not indicated, and are used only to distinguish different component parts." comprising " or "comprising" etc.
Similar word means that the element or object before the word occur covers the element or object for appearing in the word presented hereinafter
And its it is equivalent, and it is not excluded for other elements or object.The similar word such as " connection " or " connected " is not limited to physics
Or mechanical connection, but may include electrical connection, it is either direct or indirectly."upper", "lower",
"left", "right" etc. is only used for indicating relative positional relationship, and after the absolute position for being described object changes, then the relative position is closed
System may also correspondingly change.
In order to keep the following explanation of the embodiment of the present invention to understand and simplicity, present invention omits known functions and known portion
The detailed description of part.
First embodiment of the invention provides a kind of method of recommended links, and the process of this method is as shown in Figure 1, include step
Rapid S101 to S104:
S101, detects whether the corresponding summary page of current link in the first predetermined page receives display trigger action,
Wherein, current link is to be previously provided with the corresponding link of first content label in predetermined content tag library.
First predetermined page of the embodiment of the present invention is the page for showing recommended links, in first predetermined page, is led to
The corresponding summary page of often display current link, to facilitate user to determine which current link is certainly according to the content of summary page
What oneself wanted to check.The present embodiment is to show that the current link of summary page is provided with first content label, the first content mark
Label, which can be, to be obtained by machine learning mode, and it is pre-set to be also possible to be arranged according to preset label rule, for example, but
One link is sport category article, then the first content label can be set as " sport ".
For summary page, can be collectively constituted by the title and picture linked, naturally it is also possible to it is individual title,
Herein without limiting.
If user wants to check some link, user can click the corresponding summary page of the link, to check this
Corresponding text page is linked, then the clicking operation can be the display trigger action of the embodiment of the present invention, certainly display touching
Hair operation is not limited in single-click operation, is also possible to double click operation etc., as long as meeting use habit.
S102 increases the weighted value of first content label in the case where receiving display trigger action.
After current link is provided with first content label, if having received display trigger action, illustrate user to this
First content label substance is interested, then user can view the corresponding text page of current link.At this point, in order to be pushed away to user
Better link is recommended, then the weighted value of the corresponding first content label of the current link for needing to check active user increases (example
Such as weighted value plus one), so as to the subsequent hobby for determining user according to weighted value.
S103 obtains the preceding N content mark of the descending sequence of weighted value in predetermined content tag library in predetermined period
Sign corresponding link, wherein N is the integer more than or equal to 2.
Since the current link recommended in the first predetermined page is all the link provided with first content label,
For current User ID, these chains for being recommended the link to the first predetermined page, just having been shown in the first predetermined page
It connects and the link to be recommended to the first predetermined page can correspond to many content tabs, these content tabs will be stored in this
In the corresponding predetermined content tag library of User ID.User checks that link is a dynamic process, therefore, meeting of the embodiment of the present invention
The weighted value of each content tab in predetermined content tag library is reacquired according to predetermined period, and it is biggish to obtain weighted value
The corresponding link of several content tabs, by these alternative links of the link as recommendation.
S104 will be shown on N number of content tab corresponding Link Recommendation to the first predetermined page.
After alternative link to be recommended chooses, so that it may recommend to the first predetermined page to be shown, however,
When the number of alternative link to be recommended is more than the number that can recommend in the first predetermined page, can recommend at random wait push away
Any link in the alternative link recommended, certainly, in order to allow user to have preferably using physical examination, display be can be according to certain suitable
Sequence, for example, by the preferential display of the higher link of click volume in alternative link to be recommended.
The embodiment of the present invention is that corresponding content tab is arranged in current link in the first predetermined page, passes through the display of user
Trigger action adjusts the weighted value of each content tab, and determines which content tab pair user likes according to weighted value size
The link answered, and then recommend the corresponding link of the content tab.The embodiment of the present invention is collected by the hobby to user, and
According to result is collected come the interested link of recommended user, it is greatly improved the usage experience of user.
Second embodiment of the invention provides a kind of method of recommended links, and the process of this method is as shown in Fig. 2, include step
Rapid S201 to S206:
Whether S201, the corresponding summary page of detection current link are shown in the first predetermined position of the first predetermined page.
The page layout of first predetermined page may include diversified forms, such as page layout includes 10 pure article classes
Recommended links, 5 video class links and 5 advertisement positions.For different page layouts, can will be needed in the first predetermined page
The part for doing personalized recommendation is set as the first predetermined position, for example, the first predetermined page is divided into four parts, first is predetermined
Position is first part, then only detects to the summary page for the link for being shown in the first predetermined position, other three parts
Link do not participate in the statistics of user-customized recommended whether be clicked.The process can carry out not for the same page
With personalized recommendation design, help to promote user experience.
Since the link of other three part corresponding positions does not need statistical weight weight values, so just not executing further
S202's is necessary, and is to continue with and detects to the first predetermined position in the page, i.e. execution S201.If current link
Corresponding summary page is then to execute S202 in the first predetermined position.
S202 detects current link in the first predetermined page in the case where summary page is shown in the first predetermined position
Whether corresponding summary page receives display trigger action, wherein current link is to be previously provided with predetermined content tag library
The corresponding link of middle first content label.
First predetermined page of the embodiment of the present invention is the page for showing recommended links, in first predetermined page, is led to
The corresponding summary page of often display current link, to facilitate user to determine which current link is certainly according to the content of summary page
What oneself wanted to check.The present embodiment is to show that the current link of summary page is provided with first content label, the first content mark
Label, which can be, to be obtained by machine learning mode, and it is pre-set to be also possible to be arranged according to preset label rule, for example, but
One link is sport category article, then the first content label can be set as " sport ".
For summary page, can be collectively constituted by the title and picture linked, naturally it is also possible to it is individual title,
Herein without limiting.
If user wants to check some link, user can click the corresponding summary page of the link, to check this
Corresponding text page is linked, then the clicking operation can be the display trigger action of the embodiment of the present invention, certainly display touching
Hair operation is not limited in single-click operation, is also possible to double click operation etc., as long as meeting use habit.
In the case where not receiving display trigger action, S202 is executed, S203 is otherwise executed.
S203 increases the weighted value of first content label in the case where receiving display trigger action.
After current link is provided with first content label, if having received display trigger action, illustrate user to this
First content label substance is interested, then user can view the corresponding text page of current link.At this point, in order to be pushed away to user
Better link is recommended, then the weighted value of the corresponding first content label of the current link for needing to check active user increases (example
Such as weighted value plus one), so as to the subsequent hobby for determining user according to weighted value.
S204 obtains the preceding N content mark of the descending sequence of weighted value in predetermined content tag library in predetermined period
Sign corresponding link, wherein N is the integer more than or equal to 2.
Since the current link recommended in the first predetermined page is all the link provided with first content label,
For current User ID, these chains for being recommended the link to the first predetermined page, just having been shown in the first predetermined page
It connects and the link to be recommended to the first predetermined page can correspond to many content tabs, these content tabs will be stored in this
In the corresponding predetermined content tag library of User ID.User checks that link is a dynamic process, therefore, meeting of the embodiment of the present invention
The weighted value of each content tab in predetermined content tag library is reacquired according to predetermined period, and it is biggish to obtain weighted value
The corresponding link of several content tabs, by these alternative links of the link as recommendation.
S205 determines the corresponding chain of each content tab in N number of content tab according to the page layout of the first predetermined page
The quantity connect.
In the case where page layout determines that the first predetermined position can show 10 recommended links, if personalized recommendation
It is related to the content tab of 3 types, then can be set to 4 links under the display highest content tab of weighted value, shows
Show 3 links under weighted value content tab placed in the middle, 3 links under the minimum content tab of display weighted value.Certainly, this
Kind set-up mode is a specific example, can also will show that the quantity of link be set as 5,3,2 respectively.When realization, only need
Pre-set the display for showing the corresponding link of content tab of the corresponding link of several content tabs and different weighted values
Quantity is several.
S206 will be shown on N number of content tab corresponding Link Recommendation to the first predetermined page.
After alternative link to be recommended chooses, so that it may recommend to the first predetermined page to be shown, however,
When the number of alternative link to be recommended is more than the number that can recommend in the first predetermined page, can recommend at random wait push away
Any link in the alternative link recommended, certainly, in order to allow user to have preferably using physical examination, display be can be according to certain suitable
Sequence, for example, by the preferential display of the higher link of click volume in alternative link to be recommended.
The embodiment of the present invention is that corresponding content tab is arranged in current link in the first predetermined page, passes through the display of user
Trigger action adjusts the weighted value of each content tab, and determines which content tab pair user likes according to weighted value size
The link answered, and then recommend the corresponding link of the content tab.The embodiment of the present invention is collected by the hobby to user, and
According to result is collected come the interested link of recommended user, it is greatly improved the usage experience of user.
Third embodiment of the invention provides a kind of method of recommended links, in this method, in the first of current link
Appearance label is also shown in the first predetermined page and suffers, and the process of this method is as shown in figure 3, include step S301 to S309:
S301 is that first content label is arranged in the corresponding summary page of current link in the first predetermined page.
First predetermined page of the embodiment of the present invention is the page for showing recommended links, in first predetermined page, is led to
The corresponding summary page of often display current link, to facilitate user to determine which current link is certainly according to the content of summary page
What oneself wanted to check.The present embodiment is to show that the current link of summary page is provided with first content label, the first content mark
Label, which can be, to be obtained by machine learning mode, and it is pre-set to be also possible to be arranged according to preset label rule, for example, but
One link is sport category article, then the first content label can be set as " sport ".
Due to the current link being shown in the first predetermined page have it is multiple, there is also a variety of for first content label
Type.
S302, by first content label be set as with the associated search term of search box, and the second of the first predetermined page
Predetermined position shows first content label.
Fig. 4 is the first predetermined page that the prior art does not show first content label, and Fig. 5 is that the present embodiment is shown in first
Hold the first predetermined page of label, wherein three displayed separately contents " state AAAA " " grandson AAAA " " AAAA " arranged side by side are just
It is first content label.Due to the type of first content label may relate to it is multiple, the first content label of display can also
Be by screening after, for example, it is most basic screening be exactly white list screening, when by white list screening after first content
Label can also screen etc. again according to the click volume of corresponding link.
S303, detects whether the corresponding summary page of current link in the first predetermined page receives display trigger action,
Wherein, current link is to be previously provided with the corresponding link of first content label in predetermined content tag library.
For summary page, can be collectively constituted by the title and picture linked, naturally it is also possible to it is individual title,
Herein without limiting.If user wants to check some link, user can click the corresponding summary page of the link, with
Check the corresponding text page of the link, then the clicking operation can be the display trigger action of the embodiment of the present invention, certainly
Display trigger action is not limited in single-click operation, is also possible to double click operation etc., as long as meeting use habit.
In the case where not receiving display trigger action, S308 is executed, S304 is otherwise executed.
S304 increases the weighted value of first content label in the case where receiving display trigger action.
After current link is provided with first content label, if having received display trigger action, illustrate user to this
First content label substance is interested, then user can view the corresponding text page of current link.At this point, in order to be pushed away to user
Better link is recommended, then the weighted value of the corresponding first content label of the current link for needing to check active user increases (example
Such as weighted value plus one), so as to the subsequent hobby for determining user according to weighted value.
S305 obtains the preceding N content mark of the descending sequence of weighted value in predetermined content tag library in predetermined period
Sign corresponding link, wherein N is the integer more than or equal to 2.
Since the current link recommended in the first predetermined page is all the link provided with first content label,
For current User ID, these chains for being recommended the link to the first predetermined page, just having been shown in the first predetermined page
It connects and the link to be recommended to the first predetermined page can correspond to many content tabs, these content tabs will be stored in this
In the corresponding predetermined content tag library of User ID.User checks that link is a dynamic process, therefore, meeting of the embodiment of the present invention
The weighted value of each content tab in predetermined content tag library is reacquired according to predetermined period, and it is biggish to obtain weighted value
The corresponding link of several content tabs, by these alternative links of the link as recommendation.
S306 determines the corresponding chain of each content tab in N number of content tab according to the page layout of the first predetermined page
The quantity connect.
In the case where page layout determines that the first predetermined position can show 10 recommended links, if personalized recommendation
It is related to the content tab of 3 types, then can be set to 4 links under the display highest content tab of weighted value, shows
Show 3 links under weighted value content tab placed in the middle, 3 links under the minimum content tab of display weighted value.Certainly, this
Kind set-up mode is a specific example, can also will show that the quantity of link be set as 5,3,2 respectively.When realization, only need
Pre-set the display for showing the corresponding link of content tab of the corresponding link of several content tabs and different weighted values
Quantity is several.
S307 will be shown on N number of content tab corresponding Link Recommendation to the first predetermined page.
After alternative link to be recommended chooses, so that it may recommend to the first predetermined page to be shown, however,
When the number of alternative link to be recommended is more than the number that can recommend in the first predetermined page, can recommend at random wait push away
Any link in the alternative link recommended, certainly, in order to allow user to have preferably using physical examination, display be can be according to certain suitable
Sequence, for example, by the preferential display of the higher link of click volume in alternative link to be recommended.
S308, in the case where not receiving display trigger action, whether detection first content label receives search touching
Hair operation.
In the case where first content label does not receive search trigger operation, S308 is continued to execute, S309 is otherwise executed.
S309 is obtained corresponding with first content label in the case where first content label receives search trigger operation
All-links, and the summary page of the corresponding all-links of first content label is shown in the second predetermined page.
As shown in fig. 6, display is all " state to click the second predetermined page jumped to after " the state AAAA " in Fig. 5
The summary page of the corresponding link of AAAA ".The fast search that user is directed to a certain particular content label may be implemented in the process, simplifies
User's operation process.
In a preferred embodiment, if current link pre-sets multiple content tabs, in the first predetermined page
When face shows content tab, display can be randomly selected, naturally it is also possible to show according to certain rules.For example, current link
Including the first content label and the second content tab in predetermined content tag library, first content label is female grade content tab,
Second content tab is the sub- grade content tab under female grade content tab, then also need to detect first content label weighted value and
Whether the difference between the weighted value of the second content tab is less than or equal to predetermined difference value, it is generally the case that female grade content tab
Weighted value be centainly greater than or equal to sub- grade content tab, therefore, the weighted value of first content label and the second content mark
Difference between the weighted value of label must be zero or positive number；It is pre- first in the case where difference is less than or equal to predetermined difference value
The second predetermined position for determining the page shows the second content tab.
It, can be also in the first predetermined page when the second predetermined position of the first predetermined page shows the second content tab
It shows first content label simultaneously, can also directly be shown in the first predetermined page originally with the replacement of the second content tab
First content label.Above-mentioned difference is smaller, then illustrates the link that user more tends under a certain particular content label, then directly
It shows this specific sub- grade content tab, may be easier that user is allowed to trigger second content tab, and then search for mutually inside the Pass
Hold.
The embodiment of the present invention is that corresponding content tab is arranged in current link in the first predetermined page, passes through the display of user
Trigger action adjusts the weighted value of each content tab, and determines which content tab pair user likes according to weighted value size
The link answered, and then recommend the corresponding link of the content tab.The embodiment of the present invention is collected by the hobby to user, and
According to result is collected come the interested link of recommended user, it is greatly improved the usage experience of user.
Fourth embodiment of the invention provides a kind of device of recommended links, the structural representation of the device as shown in fig. 7,
Include:
First detection module 10, for detecting whether the corresponding summary page of current link in the first predetermined page receives
Display trigger action, wherein current link be previously provided with the corresponding chain of first content label in predetermined content tag library
It connects；Counting module 20 is coupled with first detection module 10, for increasing by first in the case where receiving display trigger action
The weighted value of content tab；Module 30 is obtained, is coupled with counting module 20, for obtaining predetermined content label in predetermined period
The corresponding link of top n content tab of the descending sequence of weighted value in library, wherein N is the integer more than or equal to 2；It pushes away
Module 40 is recommended, is coupled with module 30 is obtained, for will be shown on N number of content tab corresponding Link Recommendation to the first predetermined page
Show.
First predetermined page of the embodiment of the present invention is the page for showing recommended links, in first predetermined page, is led to
The corresponding summary page of often display current link, to facilitate user to determine which current link is certainly according to the content of summary page
What oneself wanted to check.The present embodiment is to show that the current link of summary page is provided with first content label, the first content mark
Label, which can be, to be obtained by machine learning mode, and it is pre-set to be also possible to be arranged according to preset label rule, for example, but
One link is sport category article, then the first content label can be set as " sport ".
For summary page, can be collectively constituted by the title and picture linked, naturally it is also possible to it is individual title,
Herein without limiting.
If user wants to check some link, user can click the corresponding summary page of the link, to check this
Corresponding text page is linked, then the clicking operation can be the display trigger action of the embodiment of the present invention, certainly display touching
Hair operation is not limited in single-click operation, is also possible to double click operation etc., as long as meeting use habit.
After current link is provided with first content label, if first detection module 10 has received display triggering behaviour
Make, illustrates that user is interested in the first content label substance, then user can view the corresponding text page of current link.This
When, in order to recommend preferably link, the current link that counting module 20 needs to check active user corresponding first to user
The weighted value of content tab increases (such as weighted value adds one), so as to the subsequent hobby for determining user according to weighted value.
Since the current link recommended in the first predetermined page is all the link provided with first content label,
For current User ID, these chains for being recommended the link to the first predetermined page, just having been shown in the first predetermined page
It connects and the link to be recommended to the first predetermined page can correspond to many content tabs, these content tabs will be stored in this
In the corresponding predetermined content tag library of User ID.User checks that link is a dynamic process, and therefore, the embodiment of the present invention obtains
Modulus block 30 can reacquire the weighted value of each content tab in predetermined content tag library according to predetermined period, and obtain power
The corresponding link of the biggish several content tabs of weight values, by these alternative links of the link as recommendation.
After alternative link to be recommended chooses, recommending module 40 can recommend to the first predetermined page to be shown
Show, however, when the number of alternative link to be recommended is more than the number that can recommend in the first predetermined page, Ke Yisui
Machine recommends any link in alternative link to be recommended, and certainly, in order to allow user to have preferably using physical examination, display be can be
According to certain sequence, for example, by the preferential display of the higher link of click volume in alternative link to be recommended.
When realization, first detection module specifically can be used for: whether the corresponding summary page of detection current link is shown in
First predetermined position of the first predetermined page；In the case where summary page is shown in the first predetermined position, detection first is predetermined
Whether the corresponding summary page of current link receives display trigger action in the page.
Above-mentioned apparatus can also include determining module, couple with acquisition module 30 and recommending module 40, for according to first
The page layout of predetermined page determines the quantity of the corresponding link of each content tab in N number of content tab.The mistake of specific implementation
Cheng Zhong, in the case where page layout determines that the first predetermined position can show 10 recommended links, if personalized recommendation relates to
And the content tab to 3 types, then can be set to 4 links under the display highest content tab of weighted value, display
3 links under weighted value content tab placed in the middle show 3 links under the minimum content tab of weighted value.Certainly, such
Set-up mode is a specific example, can also set 5,3,2 for the quantity that display links respectively.When realization, it is only necessary to
Pre-set the display number for showing the corresponding link of content tab of the corresponding link of several content tabs and different weighted values
Amount is several.
Fifth embodiment of the invention provides a kind of device of recommended links, the structural representation of the device as shown in figure 8,
Include:
Display module 50, for by first content label be set as with the associated search term of search box, and it is predetermined first
Second predetermined position of the page shows first content label；First detection module 10 is coupled with display module 50, for detecting the
Whether the corresponding summary page of current link receives display trigger action in one predetermined page, wherein current link is preparatory
It is provided with the corresponding link of first content label in predetermined content tag library；Counting module 20 is coupled with first detection module 10,
For increasing the weighted value of first content label in the case where receiving display trigger action；Module 30 is obtained, with count module
Block 20 couples, for obtaining the top n content mark of the descending sequence of weighted value in predetermined content tag library in predetermined period
Sign corresponding link, wherein N is the integer more than or equal to 2；Recommending module 40 is coupled with module 30 is obtained, and being used for will be N number of
It is shown on content tab corresponding Link Recommendation to the first predetermined page；Second detection module 60, couples with display module 50, uses
Search trigger operation whether is received in detection first content label；Display module 50 is also used to receive in first content label
In the case where search trigger operation, all-links corresponding with first content label are obtained, and first content label is corresponding
The summary pages of all-links be shown in the second predetermined page.
First predetermined page of the embodiment of the present invention is the page for showing recommended links, in first predetermined page, is led to
The corresponding summary page of often display current link, to facilitate user to determine which current link is certainly according to the content of summary page
What oneself wanted to check.The present embodiment is to show that the current link of summary page is provided with first content label, the first content mark
Label, which can be, to be obtained by machine learning mode, and it is pre-set to be also possible to be arranged according to preset label rule, for example, but
One link is sport category article, then the first content label can be set as " sport ".
For summary page, can be collectively constituted by the title and picture linked, naturally it is also possible to it is individual title,
Herein without limiting.
If user wants to check some link, user can click the corresponding summary page of the link, to check this
Corresponding text page is linked, then the clicking operation can be the display trigger action of the embodiment of the present invention, certainly display touching
Hair operation is not limited in single-click operation, is also possible to double click operation etc., as long as meeting use habit.
After current link is provided with first content label, if first detection module 10 has received display triggering behaviour
Make, illustrates that user is interested in the first content label substance, then user can view the corresponding text page of current link.This
When, in order to recommend preferably link, the current link that counting module 20 needs to check active user corresponding first to user
The weighted value of content tab increases (such as weighted value adds one), so as to the subsequent hobby for determining user according to weighted value.
Since the current link recommended in the first predetermined page is all the link provided with first content label,
For current User ID, these chains for being recommended the link to the first predetermined page, just having been shown in the first predetermined page
It connects and the link to be recommended to the first predetermined page can correspond to many content tabs, these content tabs will be stored in this
In the corresponding predetermined content tag library of User ID.User checks that link is a dynamic process, and therefore, the embodiment of the present invention obtains
Modulus block 30 can reacquire the weighted value of each content tab in predetermined content tag library in predetermined period, and obtain weight
It is worth the corresponding link of biggish several content tabs, by these links as the alternative link recommended.
After alternative link to be recommended chooses, recommending module 40 can recommend to the first predetermined page to be shown
Show, however, when the number of alternative link to be recommended is more than the number that can recommend in the first predetermined page, Ke Yisui
Machine recommends any link in alternative link to be recommended, and certainly, in order to allow user to have preferably using physical examination, display be can be
According to certain sequence, for example, by the preferential display of the higher link of click volume in alternative link to be recommended.
In a preferred embodiment, if current link pre-sets multiple content tabs, in the first predetermined page
When face shows content tab, display can be randomly selected, naturally it is also possible to show according to certain rules.For example, current link
Including first content label and the second content tab, first content label is female grade content tab, and the second content tab is female grade
Sub- grade content tab under content tab, above-mentioned apparatus can also include: third detection module 70, couple with display module 50,
For detect the difference between the weighted value of first content label and the weighted value of the second content tab whether be less than or equal to it is pre-
Determine difference；Display module 50 is also used in the case where difference is less than or equal to predetermined difference value, the second of the first predetermined page
Predetermined position shows the second content tab.
Under normal conditions, the weighted value of female grade content tab is centainly greater than or equal to sub- grade content tab, therefore, the
Difference between the weighted value of one content tab and the weighted value of the second content tab must be zero or positive number.
It, can be also in the first predetermined page when the second predetermined position of the first predetermined page shows the second content tab
It shows first content label simultaneously, can also directly be shown in the first predetermined page originally with the replacement of the second content tab
First content label.
The embodiment of the present invention is that corresponding content tab is arranged in current link, is adjusted by the display trigger action of user every
The weighted value of a content tab, and determine that user likes the corresponding link of which content tab according to weighted value size, in turn
Recommend the corresponding link of the content tab.The embodiment of the present invention is collected by the hobby to user, and according to collection result
Carry out the interested link of recommended user, is greatly improved the usage experience of user.
Sixth embodiment of the invention provides a kind of storage medium, is stored with computer program, and computer program is processed
The method that any embodiment of that present invention provides is realized when device executes, following steps S1-S4:
S1, detects whether the corresponding summary page of current link in the first predetermined page receives display trigger action,
In, current link is to be previously provided with the corresponding link of first content label in predetermined content tag library.
First predetermined page of the embodiment of the present invention is the page for showing recommended links, in first predetermined page, is led to
The corresponding summary page of often display current link, to facilitate user to determine which current link is certainly according to the content of summary page
What oneself wanted to check.The present embodiment is to show that the current link of summary page is provided with first content label, the first content mark
Label, which can be, to be obtained by machine learning mode, and it is pre-set to be also possible to be arranged according to preset label rule, for example, but
One link is sport category article, then the first content label can be set as " sport ".
For summary page, can be collectively constituted by the title and picture linked, naturally it is also possible to it is individual title,
Herein without limiting.
If user wants to check some link, user can click the corresponding summary page of the link, to check this
Corresponding text page is linked, then the clicking operation can be the display trigger action of the embodiment of the present invention, certainly display touching
Hair operation is not limited in single-click operation, is also possible to double click operation etc., as long as meeting use habit.
S2 increases the weighted value of first content label in the case where receiving display trigger action.
After current link is provided with first content label, if having received display trigger action, illustrate user to this
First content label substance is interested, then user can view the corresponding text page of current link.At this point, in order to be pushed away to user
Better link is recommended, then the weighted value of the corresponding first content label of the current link for needing to check active user increases (example
Such as weighted value plus one), so as to the subsequent hobby for determining user according to weighted value.
S3 obtains the top n content tab of the descending sequence of weighted value in predetermined content tag library in predetermined period
Corresponding link, wherein N is the integer more than or equal to 2.
Since the current link recommended in the first predetermined page is all the link provided with first content label,
For current User ID, these chains for being recommended the link to the first predetermined page, just having been shown in the first predetermined page
It connects and the link to be recommended to the first predetermined page can correspond to many content tabs, these content tabs will be stored in this
In the corresponding predetermined content tag library of User ID.User checks that link is a dynamic process, therefore, meeting of the embodiment of the present invention
The weighted value of each content tab in predetermined content tag library is reacquired according to predetermined period, and it is biggish to obtain weighted value
The corresponding link of several content tabs, by these alternative links of the link as recommendation.
S4 will be shown on N number of content tab corresponding Link Recommendation to the first predetermined page.
After alternative link to be recommended chooses, so that it may recommend to the first predetermined page to be shown, however,
When the number of alternative link to be recommended is more than the number that can recommend in the first predetermined page, can recommend at random wait push away
Any link in the alternative link recommended, certainly, in order to allow user to have preferably using physical examination, display be can be according to certain suitable
Sequence, for example, by the preferential display of the higher link of click volume in alternative link to be recommended.
Computer program be executed by processor detection the first predetermined page in the corresponding summary page of current link whether
When receiving the step of display trigger action, it is specifically executed by processor following steps:
Whether the corresponding summary page of detection current link is shown in the first predetermined position of the first predetermined page；It is making a summary
In the case that the page is shown in the first predetermined position, detect whether the corresponding summary page of current link in the first predetermined page connects
The display trigger action received.
Being executed by processor in computer program will show on N number of content tab corresponding Link Recommendation to the first predetermined page
Before the step of showing, it is also executed by processor following steps: N number of content tab is determined according to the page layout of the first predetermined page
In the corresponding link of each content tab quantity.
Computer program can also be executed by processor following steps: first content label is set as being associated with search box
Search term, and the second predetermined position of the first predetermined page show first content label；Whether detect first content label
Receive search trigger operation；In the case where first content label receives search trigger operation, obtain and first content mark
Corresponding all-links are signed, and the summary page of the corresponding all-links of first content label is shown in the second predetermined page
In.
In the case where current link is also provided with the second content tab in advance, it is executed by processor in computer program
Before second predetermined position of the first predetermined page shows the step of first content label, it is also executed by processor following steps:
Whether the difference between the weighted value of detection first content label and the weighted value of the second content tab is less than or equal to predetermined poor
Value；In the case where difference is less than or equal to predetermined difference value, the second content is shown in the second predetermined position of the first predetermined page
Label；Wherein, first content label is female grade content tab, and the second content tab is the sub- grade content mark under female grade content tab
Label.
Above-mentioned storage medium can be set in the terminal for including at least memory, processor, deposit in the form of a memory
Particular content repeats no more.
Optionally, in the present embodiment, above-mentioned storage medium can include but is not limited to: USB flash disk, read-only memory (ROM,
Read-Only Memory), random access memory (RAM, Random Access Memory), mobile hard disk, magnetic disk or
The various media that can store program code such as CD.Optionally, in the present embodiment, processor has been deposited according in storage medium
The program code of storage executes the method and step of above-described embodiment record.Optionally, the specific example in the present embodiment can refer to
Example described in above-described embodiment and optional embodiment, details are not described herein for the present embodiment.Obviously, the technology of this field
Personnel should be understood that each module of the above invention or each step can be realized with general computing device, they can be with
It is concentrated on a single computing device, or is distributed over a network of multiple computing devices, optionally, they can be used
Computing device executable program code is realized, is held it is thus possible to be stored in storage device by computing device
Row, and in some cases, can with the steps shown or described are performed in an order that is different from the one herein, or by they point
It is not fabricated to each integrated circuit modules, or makes multiple modules or steps in them to single integrated circuit module
It realizes.In this way, the present invention is not limited to any specific hardware and softwares to combine.
Seventh embodiment of the invention provides a kind of terminal, as shown in figure 9, the terminal includes at least memory 901 and place
Device 902 is managed, computer program is stored on the memory 901, the processor 902 is on executing the memory 901
The method that any embodiment of that present invention provides is realized when computer program, computer program steps following S11 to S14:
S11, detects whether the corresponding summary page of current link in the first predetermined page receives display trigger action,
In, current link is to be previously provided with the corresponding link of first content label in predetermined content tag library.
First predetermined page of the embodiment of the present invention is the page for showing recommended links, in first predetermined page, is led to
The corresponding summary page of often display current link, to facilitate user to determine which current link is certainly according to the content of summary page
What oneself wanted to check.The present embodiment is to show that the current link of summary page is provided with first content label, the first content mark
Label, which can be, to be obtained by machine learning mode, and it is pre-set to be also possible to be arranged according to preset label rule, for example, but
One link is sport category article, then the first content label can be set as " sport ".
For summary page, can be collectively constituted by the title and picture linked, naturally it is also possible to it is individual title,
Herein without limiting.
If user wants to check some link, user can click the corresponding summary page of the link, to check this
Corresponding text page is linked, then the clicking operation can be the display trigger action of the embodiment of the present invention, certainly display touching
Hair operation is not limited in single-click operation, is also possible to double click operation etc., as long as meeting use habit.
S12 increases the weighted value of first content label in the case where receiving display trigger action.
After current link is provided with first content label, if having received display trigger action, illustrate user to this
First content label substance is interested, then user can view the corresponding text page of current link.At this point, in order to be pushed away to user
Better link is recommended, then the weighted value of the corresponding first content label of the current link for needing to check active user increases (example
Such as weighted value plus one), so as to the subsequent hobby for determining user according to weighted value.
S13 obtains the preceding N content mark of the descending sequence of weighted value in predetermined content tag library in predetermined period
Sign corresponding link, wherein N is the integer more than or equal to 2.
Since the current link recommended in the first predetermined page is all the link provided with first content label,
For current User ID, these chains for being recommended the link to the first predetermined page, just having been shown in the first predetermined page
It connects and the link to be recommended to the first predetermined page can correspond to many content tabs, these content tabs will be stored in this
In the corresponding predetermined content tag library of User ID.User checks that link is a dynamic process, therefore, meeting of the embodiment of the present invention
The weighted value of each content tab in predetermined content tag library is reacquired according to predetermined period, and it is biggish to obtain weighted value
The corresponding link of several content tabs, by these alternative links of the link as recommendation.
S14 will be shown on N number of content tab corresponding Link Recommendation to the first predetermined page.
After alternative link to be recommended chooses, so that it may recommend to the first predetermined page to be shown, however,
When the number of alternative link to be recommended is more than the number that can recommend in the first predetermined page, can recommend at random wait push away
Any link in the alternative link recommended, certainly, in order to allow user to have preferably using physical examination, display be can be according to certain suitable
Sequence, for example, by the preferential display of the higher link of click volume in alternative link to be recommended.
The corresponding abstract of current link in the first predetermined page of detection that processor 902 stores on executing memory 901
When whether the page receives the computer program of display trigger action, following computer program is specifically executed: detection current link
Whether corresponding summary page is shown in the first predetermined position of the first predetermined page；The first pre-determined bit is shown in summary page
In the case where setting, the display trigger action that whether the corresponding summary page of current link receives in the first predetermined page detected.
What processor 902 stored on executing memory 901 makes a reservation for the corresponding Link Recommendation of N number of content tab to first
Before the computer program shown on the page, following computer program can also be performed: according to the page cloth of the first predetermined page
Office determines the quantity of the corresponding link of each content tab in N number of content tab.
The following computer program stored on memory 901 can also be performed in processor 902: first content label is arranged
For with the associated search term of search box, and the second predetermined position of the first predetermined page show first content label；Detection the
Whether one content tab receives search trigger operation；In the case where first content label receives search trigger operation, obtain
All-links corresponding with first content label are taken, and the summary page of the corresponding all-links of first content label is shown
In second predetermined page.
The second predetermined position in the first predetermined page that processor 902 stores on executing memory 901 shows first
Before the computer program of content tab, following computer program is also executed: being also provided with the second content in advance in current link
In the case where label, whether the difference detected between the weighted value of first content label and the weighted value of the second content tab is less than
Or it is equal to predetermined difference value；In the case where difference is less than or equal to predetermined difference value, in the second predetermined position of the first predetermined page
Show the second content tab；Wherein, first content label is female grade content tab, and the second content tab is under female grade content tab
Sub- grade content tab.
The embodiment of the present invention is collected by the hobby to user, and interested come recommended user according to result is collected
Link, is greatly improved the usage experience of user.
In addition, range includes any and all based on this hair although exemplary embodiment has been described herein
Bright has equivalent element, modification, omission, combination (for example, scheme that various embodiments are intersected), reorganization or the implementation changed
Example.Element in claims will be construed broadly as based on the language used in claim, however it is not limited in this explanation
Described example, example are to be interpreted as nonexcludability in book or during the implementation of the application.Therefore, this specification and
Example is intended to be to be considered only as example, and real scope and spirit are by following following claims and the full scope of its equivalent institute
Instruction.
Above description is intended to illustrative rather than restrictive.For example, above-mentioned example (or one or more side
Case) it can be in combination with one another.Such as other embodiments can be used when reading foregoing description in those of ordinary skill in the art.
In addition, various features can be grouped together to simplify the present invention in above-mentioned specific embodiment.This should not be construed as
A kind of not claimed disclosed feature is necessary intention for any claim.On the contrary, subject of the present invention can be with
Less than whole features of specific disclosed embodiment.To which following claims is incorporated to herein as example or embodiment
In specific embodiment, wherein each claim is independently as individual embodiment, and consider that these embodiments can be with
It is combined with each other with various combinations or arrangement.The scope of the present invention should refer to appended claims and these claims are entitled
The full scope of equivalent form determines.
Various embodiments of the present invention are described in detail above, but the present invention is not restricted to these specific embodiment,
Those skilled in the art can make a variety of variants and modifications embodiments on the basis of present inventive concept, these modifications and repair
Changing should all fall within scope of the present invention.
Claims (14)
1. a kind of method of recommended links characterized by comprising
Detect whether the corresponding summary page of current link in the first predetermined page receives display trigger action, wherein described
Current link is to be previously provided with the corresponding link of first content label in predetermined content tag library；
In the case where receiving the display trigger action, increase the weighted value of the first content label；
The corresponding chain of top n content tab of the descending sequence of weighted value in predetermined content tag library is obtained in predetermined period
It connects, wherein N is the integer more than or equal to 2；
It will be shown on the corresponding Link Recommendation to first predetermined page of the N number of content tab.
2. the method as described in claim 1, which is characterized in that current link is corresponding in the first predetermined page of the detection plucks
Want whether the page receives display trigger action, comprising:
Detect the first the predetermined position whether corresponding summary page of the current link is shown in first predetermined page；
In the case where the summary page is shown in first predetermined position, detect described in first predetermined page when
It is preceding to link whether corresponding summary page receives the display trigger action.
3. the method as described in claim 1, which is characterized in that it is described by the corresponding Link Recommendation of the N number of content tab extremely
Before being shown in first predetermined page, further includes:
The corresponding link of each content tab in N number of content tab is determined according to the page layout of first predetermined page
Quantity.
4. method according to any one of claims 1 to 3, which is characterized in that the method also includes:
By the first content label be set as with the associated search term of search box, and second in first predetermined page is pre-
The display first content label is set in positioning.
5. method as claimed in claim 4, which is characterized in that second predetermined position in first predetermined page is aobvious
After showing the first content label, further includes:
Detect whether the first content label receives search trigger operation；
In the case where the first content label receives described search trigger action, obtain and the first content label pair
The all-links answered, and the summary page of the corresponding all-links of the first content label is shown in the second predetermined page
In.
6. method as claimed in claim 4, which is characterized in that be additionally provided with the predetermined content in advance in the current link
In tag library in the case where the second content tab, the first content is shown in the second predetermined position of first predetermined page
Before label, further includes:
Whether the difference detected between the weighted value of the first content label and the weighted value of second content tab is less than
Or it is equal to predetermined difference value；
In the case where the difference is less than or equal to the predetermined difference value, described second in first predetermined page is predetermined
Position shows second content tab；
Wherein, the first content label is female grade content tab, and second content tab is under female grade content tab
Sub- grade content tab.
7. a kind of device of recommended links characterized by comprising
First detection module, for detecting whether the corresponding summary page of current link in the first predetermined page receives display touching
Hair operation, wherein the current link is to be previously provided with the corresponding link of first content label in predetermined content tag library；
Counting module, for increasing the weight of the first content label in the case where receiving the display trigger action
Value；
Module is obtained, for being obtained in predetermined content tag library in predetermined period in the top n of the descending sequence of weighted value
Hold the corresponding link of label, wherein N is the integer more than or equal to 2；
Recommending module, for will be shown on the corresponding Link Recommendation to first predetermined page of the N number of content tab.
8. device as claimed in claim 7, which is characterized in that
The first detection module is specifically used for: detecting whether the corresponding summary page of the current link is shown in described first
First predetermined position of predetermined page；In the case where the summary page is shown in first predetermined position, described in detection
Whether the corresponding summary page of current link described in the first predetermined page receives the display trigger action.
9. device as claimed in claim 7, which is characterized in that further include:
Determining module, for determining each content in N number of content tab according to the page layout of first predetermined page
The quantity of the corresponding link of label.
10. the device as described in any one of claim 7 to 9, which is characterized in that further include:
Display module, for by the first content label be set as with the associated search term of search box, and it is pre- described first
The second predetermined position for determining the page shows the first content label.
11. device as claimed in claim 10, which is characterized in that further include:
Second detection module, for detecting whether the first content label receives search trigger operation；
The display module is also used in the case where the first content label receives described search trigger action, is obtained
All-links corresponding with the first content label, and by the summary page of the corresponding all-links of the first content label
It is shown in the second predetermined page.
12. device as claimed in claim 11, which is characterized in that further include:
Third detection module, for being additionally provided with the second content mark in the predetermined content tag library in advance in the current link
In the case where label, the difference detected between the weighted value of the first content label and the weighted value of second content tab is
It is no to be less than or equal to predetermined difference value；
The display module is also used in the case where the difference is less than or equal to the predetermined difference value, pre- described first
Second predetermined position for determining the page shows second content tab；
Wherein, the first content label is female grade content tab, and second content tab is under female grade content tab
Sub- grade content tab.
13. a kind of storage medium, is stored with computer program, which is characterized in that when the computer program is executed by processor
The step of realizing any one of claims 1 to 6 the method.
14. a kind of terminal includes at least memory, processor, is stored with computer program on the memory, feature exists
In the processor realizes any one of claims 1 to 6 the method when executing the computer program on the memory
The step of.
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| CN201811082975.8A CN109376299B (en) | 2018-09-17 | 2018-09-17 | Method, device, storage medium and terminal for recommending links |
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| CN201811082975.8A CN109376299B (en) | 2018-09-17 | 2018-09-17 | Method, device, storage medium and terminal for recommending links |
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| CN109376299B (en) | 2021-08-06 |
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Address after: 100041 B-0035, 2 floor, 3 building, 30 Shixing street, Shijingshan District, Beijing. Patentee after: Douyin Vision Co.,Ltd. Address before: 100041 B-0035, 2 floor, 3 building, 30 Shixing street, Shijingshan District, Beijing. Patentee before: Tiktok vision (Beijing) Co.,Ltd. Address after: 100041 B-0035, 2 floor, 3 building, 30 Shixing street, Shijingshan District, Beijing. Patentee after: Tiktok vision (Beijing) Co.,Ltd. Address before: 100041 B-0035, 2 floor, 3 building, 30 Shixing street, Shijingshan District, Beijing. Patentee before: BEIJING BYTEDANCE NETWORK TECHNOLOGY Co.,Ltd. |